warning: commands will be executed using /bin/sh
job 3004 at Sat Mar 22 11:52:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140313/YutaMouse20-140313/YutaMouse20-140313
ElecNo	2
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 3051333 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1017111 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 53408 members 
Mstep: Class 3 contains 53655 members 
Mstep: Class 4 contains 53229 members 
Mstep: Class 5 contains 53419 members 
Mstep: Class 6 contains 53415 members 
Mstep: Class 7 contains 53572 members 
Mstep: Class 8 contains 53593 members 
Mstep: Class 9 contains 53313 members 
Mstep: Class 10 contains 53582 members 
Mstep: Class 11 contains 53925 members 
Mstep: Class 12 contains 53227 members 
Mstep: Class 13 contains 53658 members 
Mstep: Class 14 contains 53463 members 
Mstep: Class 15 contains 53354 members 
Mstep: Class 16 contains 53990 members 
Mstep: Class 17 contains 53438 members 
Mstep: Class 18 contains 53342 members 
Mstep: Class 19 contains 53663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 466.313141 but Gain 3430.453125
Score: -109020400.000000 Penalty: 61748.175781
Iteration 0F: 19 clusters Score -1.090204e+08 nChanged 960073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3314 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 74930 members 
Mstep: Class 3 contains 23911 members 
Mstep: Class 4 contains 16100 members 
Mstep: Class 5 contains 10127 members 
Mstep: Class 6 contains 11579 members 
Mstep: Class 7 contains 173926 members 
Mstep: Class 8 contains 92058 members 
Mstep: Class 10 contains 47375 members 
Mstep: Class 11 contains 80973 members 
Mstep: Class 12 contains 109344 members 
Mstep: Class 13 contains 14973 members 
Mstep: Class 14 contains 25435 members 
Mstep: Class 15 contains 53282 members 
Mstep: Class 16 contains 170146 members 
Mstep: Class 17 contains 33572 members 
Mstep: Class 18 contains 28867 members 
Mstep: Class 19 contains 26725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112622952.000000 Penalty: 61748.175781
Iteration 1F: 19 clusters Score -1.12623e+08 nChanged 361187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3453 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 89729 members 
Mstep: Class 3 contains 19560 members 
Mstep: Class 4 contains 9683 members 
Mstep: Class 5 contains 9397 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 229054 members 
Mstep: Class 8 contains 80699 members 
Mstep: Class 10 contains 24795 members 
Mstep: Class 11 contains 70850 members 
Mstep: Class 12 contains 112637 members 
Mstep: Class 13 contains 8670 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 53778 members 
Mstep: Class 16 contains 222994 members 
Mstep: Class 17 contains 12108 members 
Mstep: Class 18 contains 17831 members 
Mstep: Class 19 contains 19448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113272376.000000 Penalty: 61748.175781
Iteration 2F: 19 clusters Score -1.132724e+08 nChanged 276784
Entering Unmasked Mstep 
Mstep: Class 0 contains 3405 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 115780 members 
Mstep: Class 3 contains 14306 members 
Mstep: Class 4 contains 6166 members 
Mstep: Class 5 contains 10506 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 273150 members 
Mstep: Class 8 contains 67199 members 
Mstep: Class 10 contains 11742 members 
Mstep: Class 11 contains 58935 members 
Mstep: Class 12 contains 117329 members 
Mstep: Class 13 contains 5492 members 
Mstep: Class 14 contains 5194 members 
Mstep: Class 15 contains 55151 members 
Mstep: Class 16 contains 223780 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 19 contains 16349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113638872.000000 Penalty: 61748.175781
Iteration 3F: 19 clusters Score -1.136389e+08 nChanged 191684
Entering Unmasked Mstep 
Mstep: Class 0 contains 3252 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 138679 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 4240 members 
Mstep: Class 5 contains 11783 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 301900 members 
Mstep: Class 8 contains 57338 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 51377 members 
Mstep: Class 12 contains 131276 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 54712 members 
Mstep: Class 16 contains 198810 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 7634 members 
Mstep: Class 19 contains 14781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113858536.000000 Penalty: 61748.175781
Iteration 4F: 19 clusters Score -1.138585e+08 nChanged 134462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2800 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 152500 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 12730 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 314079 members 
Mstep: Class 8 contains 47123 members 
Mstep: Class 10 contains 1614 members 
Mstep: Class 11 contains 45569 members 
Mstep: Class 12 contains 149898 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 4303 members 
Mstep: Class 15 contains 53598 members 
Mstep: Class 16 contains 177883 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 19 contains 14331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114047624.000000 Penalty: 61748.175781
Iteration 5F: 19 clusters Score -1.140476e+08 nChanged 102245
Entering Unmasked Mstep 
Mstep: Class 0 contains 1952 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 160978 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 13632 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 314381 members 
Mstep: Class 8 contains 36481 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 41380 members 
Mstep: Class 12 contains 170994 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 5095 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 164454 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 14023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114194576.000000 Penalty: 61748.175781
Iteration 6F: 19 clusters Score -1.141946e+08 nChanged 82226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1347 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 166817 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 14784 members 
Mstep: Class 6 contains 4937 members 
Mstep: Class 7 contains 305424 members 
Mstep: Class 8 contains 26850 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 38246 members 
Mstep: Class 12 contains 193111 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 52855 members 
Mstep: Class 16 contains 157504 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 13226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3274.155029 but Gain 3430.453125
Score: -114260664.000000 Penalty: 58317.722656
Iteration 7F: 18 clusters Score -1.142607e+08 nChanged 70862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1285 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 171792 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 16226 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 290052 members 
Mstep: Class 8 contains 19215 members 
Mstep: Class 10 contains 1213 members 
Mstep: Class 11 contains 35811 members 
Mstep: Class 12 contains 215347 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 6628 members 
Mstep: Class 15 contains 54503 members 
Mstep: Class 16 contains 156034 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 11993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2985.056152 but Gain 3430.457031
Score: -114311000.000000 Penalty: 54887.265625
Iteration 8F: 17 clusters Score -1.14311e+08 nChanged 58706
Entering Unmasked Mstep 
Mstep: Class 0 contains 1243 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 175295 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 17967 members 
Mstep: Class 6 contains 6217 members 
Mstep: Class 7 contains 272475 members 
Mstep: Class 8 contains 13519 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 34121 members 
Mstep: Class 12 contains 236520 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 7428 members 
Mstep: Class 15 contains 56287 members 
Mstep: Class 16 contains 153975 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 19 contains 10596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114341536.000000 Penalty: 54887.265625
Iteration 9F: 17 clusters Score -1.143415e+08 nChanged 49801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 178174 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 20090 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 251121 members 
Mstep: Class 8 contains 9356 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 32381 members 
Mstep: Class 12 contains 256563 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 8292 members 
Mstep: Class 15 contains 57923 members 
Mstep: Class 16 contains 153389 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 19 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114365360.000000 Penalty: 54887.265625
Iteration 10Q: 17 clusters Score -1.143654e+08 nChanged 44521
Entering Unmasked Mstep 
Mstep: Class 0 contains 1208 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 180468 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 22393 members 
Mstep: Class 6 contains 7415 members 
Mstep: Class 7 contains 229746 members 
Mstep: Class 8 contains 6473 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 30800 members 
Mstep: Class 12 contains 274830 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 9217 members 
Mstep: Class 15 contains 59371 members 
Mstep: Class 16 contains 153485 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 19 contains 7902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114384992.000000 Penalty: 54887.265625
Iteration 11Q: 17 clusters Score -1.14385e+08 nChanged 40210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 182199 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 24760 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 7 contains 209420 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 29415 members 
Mstep: Class 12 contains 290846 members 
Mstep: Class 13 contains 4329 members 
Mstep: Class 14 contains 10297 members 
Mstep: Class 15 contains 60425 members 
Mstep: Class 16 contains 153990 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 19 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114400536.000000 Penalty: 54887.265625
Iteration 12Q: 17 clusters Score -1.144005e+08 nChanged 35917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 183241 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 26933 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 191426 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 28082 members 
Mstep: Class 12 contains 304396 members 
Mstep: Class 13 contains 4838 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 15 contains 61141 members 
Mstep: Class 16 contains 154642 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 19 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114409984.000000 Penalty: 54887.265625
Iteration 13Q: 17 clusters Score -1.1441e+08 nChanged 32372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 183953 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 28937 members 
Mstep: Class 6 contains 8861 members 
Mstep: Class 7 contains 175850 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 26825 members 
Mstep: Class 12 contains 315147 members 
Mstep: Class 13 contains 5326 members 
Mstep: Class 14 contains 12952 members 
Mstep: Class 15 contains 61646 members 
Mstep: Class 16 contains 155274 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 19 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114418512.000000 Penalty: 54887.265625
Iteration 14Q: 17 clusters Score -1.144185e+08 nChanged 29213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 184268 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 30729 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 163328 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 25751 members 
Mstep: Class 12 contains 323192 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 14543 members 
Mstep: Class 15 contains 61593 members 
Mstep: Class 16 contains 155901 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 19 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114423920.000000 Penalty: 54887.265625
Iteration 15Q: 17 clusters Score -1.144239e+08 nChanged 26687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 184353 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 32340 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 153888 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 24711 members 
Mstep: Class 12 contains 328223 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 16244 members 
Mstep: Class 15 contains 61449 members 
Mstep: Class 16 contains 156436 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 19 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114427968.000000 Penalty: 54887.265625
Iteration 16Q: 17 clusters Score -1.14428e+08 nChanged 24553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 184182 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 33664 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 147569 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 23651 members 
Mstep: Class 12 contains 330679 members 
Mstep: Class 13 contains 7182 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 61044 members 
Mstep: Class 16 contains 156776 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 19 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114430864.000000 Penalty: 54887.265625
Iteration 17Q: 17 clusters Score -1.144309e+08 nChanged 21678
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 183910 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 34727 members 
Mstep: Class 6 contains 9160 members 
Mstep: Class 7 contains 143023 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 22782 members 
Mstep: Class 12 contains 331584 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 19164 members 
Mstep: Class 15 contains 60502 members 
Mstep: Class 16 contains 157154 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 19 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114432544.000000 Penalty: 54887.265625
Iteration 18Q: 17 clusters Score -1.144325e+08 nChanged 18517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 183715 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 35539 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 139663 members 
Mstep: Class 8 contains 1775 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 22029 members 
Mstep: Class 12 contains 331313 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 20186 members 
Mstep: Class 15 contains 60036 members 
Mstep: Class 16 contains 157652 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 19 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114435080.000000 Penalty: 54887.265625
Iteration 19Q: 17 clusters Score -1.144351e+08 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1207 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 183598 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 36104 members 
Mstep: Class 6 contains 9020 members 
Mstep: Class 7 contains 137256 members 
Mstep: Class 8 contains 1775 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 21399 members 
Mstep: Class 12 contains 330265 members 
Mstep: Class 13 contains 9861 members 
Mstep: Class 14 contains 21014 members 
Mstep: Class 15 contains 59455 members 
Mstep: Class 16 contains 158324 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 19 contains 1460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114439328.000000 Penalty: 54887.265625
Iteration 20F: 17 clusters Score -1.144393e+08 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1162 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 183537 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 36535 members 
Mstep: Class 6 contains 8965 members 
Mstep: Class 7 contains 135589 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 20807 members 
Mstep: Class 12 contains 328897 members 
Mstep: Class 13 contains 10943 members 
Mstep: Class 14 contains 21660 members 
Mstep: Class 15 contains 58833 members 
Mstep: Class 16 contains 158955 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 19 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114441984.000000 Penalty: 54887.265625
Iteration 21Q: 17 clusters Score -1.14442e+08 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 183616 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 36860 members 
Mstep: Class 6 contains 8891 members 
Mstep: Class 7 contains 134431 members 
Mstep: Class 8 contains 1777 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 20309 members 
Mstep: Class 12 contains 327303 members 
Mstep: Class 13 contains 12172 members 
Mstep: Class 14 contains 22178 members 
Mstep: Class 15 contains 58259 members 
Mstep: Class 16 contains 159390 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 19 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114444584.000000 Penalty: 54887.265625
Iteration 22Q: 17 clusters Score -1.144446e+08 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 183733 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 37086 members 
Mstep: Class 6 contains 8830 members 
Mstep: Class 7 contains 133798 members 
Mstep: Class 8 contains 1777 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 19913 members 
Mstep: Class 12 contains 325619 members 
Mstep: Class 13 contains 13509 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 57489 members 
Mstep: Class 16 contains 159772 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 19 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114446200.000000 Penalty: 54887.265625
Iteration 23Q: 17 clusters Score -1.144462e+08 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 183812 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 37220 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 133451 members 
Mstep: Class 8 contains 1777 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 19572 members 
Mstep: Class 12 contains 324021 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 22872 members 
Mstep: Class 15 contains 56666 members 
Mstep: Class 16 contains 160061 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 19 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449024.000000 Penalty: 54887.265625
Iteration 24Q: 17 clusters Score -1.14449e+08 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 183896 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 37287 members 
Mstep: Class 6 contains 8697 members 
Mstep: Class 7 contains 133328 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 19296 members 
Mstep: Class 12 contains 322539 members 
Mstep: Class 13 contains 16591 members 
Mstep: Class 14 contains 23124 members 
Mstep: Class 15 contains 55768 members 
Mstep: Class 16 contains 160111 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 19 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114451320.000000 Penalty: 54887.265625
Iteration 25Q: 17 clusters Score -1.144513e+08 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 184024 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 37309 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 133429 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 321122 members 
Mstep: Class 13 contains 18284 members 
Mstep: Class 14 contains 23342 members 
Mstep: Class 15 contains 54741 members 
Mstep: Class 16 contains 160013 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 19 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114453808.000000 Penalty: 54887.265625
Iteration 26Q: 17 clusters Score -1.144538e+08 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 184212 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 37294 members 
Mstep: Class 6 contains 8587 members 
Mstep: Class 7 contains 133626 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18907 members 
Mstep: Class 12 contains 319890 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 23509 members 
Mstep: Class 15 contains 53660 members 
Mstep: Class 16 contains 159821 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 19 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114456088.000000 Penalty: 54887.265625
Iteration 27Q: 17 clusters Score -1.144561e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 184488 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 37236 members 
Mstep: Class 6 contains 8548 members 
Mstep: Class 7 contains 133852 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18776 members 
Mstep: Class 12 contains 318834 members 
Mstep: Class 13 contains 21670 members 
Mstep: Class 14 contains 23614 members 
Mstep: Class 15 contains 52646 members 
Mstep: Class 16 contains 159438 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 19 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114457608.000000 Penalty: 54887.265625
Iteration 28Q: 17 clusters Score -1.144576e+08 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 184894 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 37169 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 134241 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18665 members 
Mstep: Class 12 contains 317745 members 
Mstep: Class 13 contains 23302 members 
Mstep: Class 14 contains 23671 members 
Mstep: Class 15 contains 51722 members 
Mstep: Class 16 contains 158867 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 19 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114460320.000000 Penalty: 54887.265625
Iteration 29Q: 17 clusters Score -1.144603e+08 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 185291 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 37080 members 
Mstep: Class 6 contains 8484 members 
Mstep: Class 7 contains 134727 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18582 members 
Mstep: Class 12 contains 316670 members 
Mstep: Class 13 contains 24785 members 
Mstep: Class 14 contains 23729 members 
Mstep: Class 15 contains 50968 members 
Mstep: Class 16 contains 158185 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114462160.000000 Penalty: 54887.265625
Iteration 30Q: 17 clusters Score -1.144622e+08 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 185782 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 36959 members 
Mstep: Class 6 contains 8476 members 
Mstep: Class 7 contains 135203 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18520 members 
Mstep: Class 12 contains 315680 members 
Mstep: Class 13 contains 26085 members 
Mstep: Class 14 contains 23762 members 
Mstep: Class 15 contains 50442 members 
Mstep: Class 16 contains 157362 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114464536.000000 Penalty: 54887.265625
Iteration 31Q: 17 clusters Score -1.144645e+08 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 186412 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 36824 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 135741 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 314692 members 
Mstep: Class 13 contains 27248 members 
Mstep: Class 14 contains 23801 members 
Mstep: Class 15 contains 50060 members 
Mstep: Class 16 contains 156385 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114466576.000000 Penalty: 54887.265625
Iteration 32Q: 17 clusters Score -1.144666e+08 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 187137 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 36664 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 136421 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18416 members 
Mstep: Class 12 contains 313635 members 
Mstep: Class 13 contains 28288 members 
Mstep: Class 14 contains 23802 members 
Mstep: Class 15 contains 49808 members 
Mstep: Class 16 contains 155290 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114468688.000000 Penalty: 54887.265625
Iteration 33Q: 17 clusters Score -1.144687e+08 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 188032 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 36491 members 
Mstep: Class 6 contains 8416 members 
Mstep: Class 7 contains 137241 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18363 members 
Mstep: Class 12 contains 312437 members 
Mstep: Class 13 contains 29188 members 
Mstep: Class 14 contains 23785 members 
Mstep: Class 15 contains 49747 members 
Mstep: Class 16 contains 154053 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114470984.000000 Penalty: 54887.265625
Iteration 34Q: 17 clusters Score -1.14471e+08 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 188936 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 36261 members 
Mstep: Class 6 contains 8388 members 
Mstep: Class 7 contains 138175 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 311446 members 
Mstep: Class 13 contains 29897 members 
Mstep: Class 14 contains 23791 members 
Mstep: Class 15 contains 49712 members 
Mstep: Class 16 contains 152710 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114472984.000000 Penalty: 54887.265625
Iteration 35Q: 17 clusters Score -1.14473e+08 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 189949 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 36014 members 
Mstep: Class 6 contains 8366 members 
Mstep: Class 7 contains 139201 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18264 members 
Mstep: Class 12 contains 310579 members 
Mstep: Class 13 contains 30480 members 
Mstep: Class 14 contains 23765 members 
Mstep: Class 15 contains 49691 members 
Mstep: Class 16 contains 151200 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114475320.000000 Penalty: 54887.265625
Iteration 36Q: 17 clusters Score -1.144753e+08 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 191023 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 140300 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 309840 members 
Mstep: Class 13 contains 30969 members 
Mstep: Class 14 contains 23759 members 
Mstep: Class 15 contains 49695 members 
Mstep: Class 16 contains 149500 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114477488.000000 Penalty: 54887.265625
Iteration 37Q: 17 clusters Score -1.144775e+08 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 192192 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 35520 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 141413 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18168 members 
Mstep: Class 12 contains 309254 members 
Mstep: Class 13 contains 31395 members 
Mstep: Class 14 contains 23753 members 
Mstep: Class 15 contains 49722 members 
Mstep: Class 16 contains 147649 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114479752.000000 Penalty: 54887.265625
Iteration 38Q: 17 clusters Score -1.144798e+08 nChanged 8550
Entering ConstructFrom: 
Score: -114479752.000000 Penalty: 54887.265625
Entering ConstructFrom: 
Trying to split cluster 1 (50621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Entering Unmasked Estep 
Score: -5912242.000000 Penalty: 2686.366211
	Iteration 0F: 2 clusters Score -5912242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5878203.500000 Penalty: 5372.732422
	Iteration 0F: 3 clusters Score -5878204 nChanged 23182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -5891322.500000 Penalty: 5372.732422
	Iteration 1F: 3 clusters Score -5891322 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5891898.500000 Penalty: 5372.732422
	Iteration 2Q: 3 clusters Score -5891898 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -5892620.500000 Penalty: 5372.732422
	Iteration 3Q: 3 clusters Score -5892620 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -5893647.500000 Penalty: 5372.732422
	Iteration 4Q: 3 clusters Score -5893648 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5895360.500000 Penalty: 5372.732422
	Iteration 5F: 3 clusters Score -5895360 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -5898291.000000 Penalty: 5372.732422
	Iteration 6F: 3 clusters Score -5898291 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5902659.500000 Penalty: 5372.732422
	Iteration 7F: 3 clusters Score -5902660 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5907202.500000 Penalty: 5372.732422
	Iteration 8F: 3 clusters Score -5907202 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -5910644.000000 Penalty: 5372.732422
	Iteration 9F: 3 clusters Score -5910644 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5912133.500000 Penalty: 5372.732422
	Iteration 10Q: 3 clusters Score -5912134 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5912546.000000 Penalty: 5372.732422
	Iteration 11Q: 3 clusters Score -5912546 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5912711.500000 Penalty: 5372.732422
	Iteration 12Q: 3 clusters Score -5912712 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5912741.000000 Penalty: 5372.732422
	Iteration 13Q: 3 clusters Score -5912741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5912740.000000 Penalty: 5372.732422
	Iteration 14Q: 3 clusters Score -5912740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5912751.500000 Penalty: 5372.732422
	Iteration 15Q: 3 clusters Score -5912752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5912767.000000 Penalty: 5372.732422
	Iteration 16Q: 3 clusters Score -5912767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5912769.000000 Penalty: 5372.732422
	Iteration 17Q: 3 clusters Score -5912769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -5912755.000000 Penalty: 5372.732422
	Iteration 18Q: 3 clusters Score -5912755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5912763.500000 Penalty: 5372.732422
	Iteration 19Q: 3 clusters Score -5912764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -5912769.500000 Penalty: 5372.732422
	Iteration 20F: 3 clusters Score -5912770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -5912780.000000 Penalty: 5372.732422
	Iteration 21Q: 3 clusters Score -5912780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -5912780.500000 Penalty: 5372.732422
	Iteration 22Q: 3 clusters Score -5912780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -5912788.500000 Penalty: 5372.732422
	Iteration 23Q: 3 clusters Score -5912788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5912791.000000 Penalty: 5372.732422
	Iteration 24Q: 3 clusters Score -5912791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -5912788.000000 Penalty: 5372.732422
	Iteration 25Q: 3 clusters Score -5912788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5912786.000000 Penalty: 5372.732422
	Iteration 26Q: 3 clusters Score -5912786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5912789.500000 Penalty: 5372.732422
	Iteration 27Q: 3 clusters Score -5912790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5912788.000000 Penalty: 5372.732422
	Iteration 28Q: 3 clusters Score -5912788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5912788.000000 Penalty: 5372.732422
	Iteration 29F: 3 clusters Score -5912788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 35275 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 308837 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1420 members 
Entering Unmasked Estep 
Score: -114481264.000000 Penalty: 58317.722656
Splitting cluster 1 changes total score from -114479752.000000 to -114481264.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (193518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193518 members 
Entering Unmasked Estep 
Score: -22167734.000000 Penalty: 3018.935303
	Iteration 0F: 2 clusters Score -2.216773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -22044360.000000 Penalty: 6037.870605
	Iteration 0F: 3 clusters Score -2.204436e+07 nChanged 92863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96057 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -22098394.000000 Penalty: 6037.870605
	Iteration 1F: 3 clusters Score -2.209839e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -22099282.000000 Penalty: 6037.870605
	Iteration 2Q: 3 clusters Score -2.209928e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -22100272.000000 Penalty: 6037.870605
	Iteration 3Q: 3 clusters Score -2.210027e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -22101538.000000 Penalty: 6037.870605
	Iteration 4Q: 3 clusters Score -2.210154e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -22103096.000000 Penalty: 6037.870605
	Iteration 5Q: 3 clusters Score -2.21031e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -22105944.000000 Penalty: 6037.870605
	Iteration 6Q: 3 clusters Score -2.210594e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 115711 members 
Entering Unmasked Estep 
Score: -22110284.000000 Penalty: 6037.870605
	Iteration 7F: 3 clusters Score -2.211028e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 124260 members 
Entering Unmasked Estep 
Score: -22117114.000000 Penalty: 6037.870605
	Iteration 8F: 3 clusters Score -2.211711e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -22125288.000000 Penalty: 6037.870605
	Iteration 9F: 3 clusters Score -2.212529e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 145760 members 
Entering Unmasked Estep 
Score: -22134202.000000 Penalty: 6037.870605
	Iteration 10F: 3 clusters Score -2.21342e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 156684 members 
Entering Unmasked Estep 
Score: -22142312.000000 Penalty: 6037.870605
	Iteration 11F: 3 clusters Score -2.214231e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -22149096.000000 Penalty: 6037.870605
	Iteration 12F: 3 clusters Score -2.21491e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 175070 members 
Entering Unmasked Estep 
Score: -22154388.000000 Penalty: 6037.870605
	Iteration 13Q: 3 clusters Score -2.215439e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 181457 members 
Entering Unmasked Estep 
Score: -22158306.000000 Penalty: 6037.870605
	Iteration 14Q: 3 clusters Score -2.215831e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -22160968.000000 Penalty: 6037.870605
	Iteration 15Q: 3 clusters Score -2.216097e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 188510 members 
Entering Unmasked Estep 
Score: -22162772.000000 Penalty: 6037.870605
	Iteration 16Q: 3 clusters Score -2.216277e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 190134 members 
Entering Unmasked Estep 
Score: -22163986.000000 Penalty: 6037.870605
	Iteration 17Q: 3 clusters Score -2.216399e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 191026 members 
Entering Unmasked Estep 
Score: -22164632.000000 Penalty: 6037.870605
	Iteration 18Q: 3 clusters Score -2.216463e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 191511 members 
Entering Unmasked Estep 
Score: -22165078.000000 Penalty: 6037.870605
	Iteration 19Q: 3 clusters Score -2.216508e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 191767 members 
Entering Unmasked Estep 
Score: -22165336.000000 Penalty: 6037.870605
	Iteration 20F: 3 clusters Score -2.216534e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -22165534.000000 Penalty: 6037.870605
	Iteration 21Q: 3 clusters Score -2.216553e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 192014 members 
Entering Unmasked Estep 
Score: -22165712.000000 Penalty: 6037.870605
	Iteration 22Q: 3 clusters Score -2.216571e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 192060 members 
Entering Unmasked Estep 
Score: -22165870.000000 Penalty: 6037.870605
	Iteration 23Q: 3 clusters Score -2.216587e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 192103 members 
Entering Unmasked Estep 
Score: -22165994.000000 Penalty: 6037.870605
	Iteration 24Q: 3 clusters Score -2.216599e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -22166092.000000 Penalty: 6037.870605
	Iteration 25Q: 3 clusters Score -2.216609e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 192127 members 
Entering Unmasked Estep 
Score: -22166154.000000 Penalty: 6037.870605
	Iteration 26Q: 3 clusters Score -2.216615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 192127 members 
Entering Unmasked Estep 
Score: -22166250.000000 Penalty: 6037.870605
	Iteration 27Q: 3 clusters Score -2.216625e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 192135 members 
Entering Unmasked Estep 
Score: -22166284.000000 Penalty: 6037.870605
	Iteration 28Q: 3 clusters Score -2.216628e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 192110 members 
Entering Unmasked Estep 
Score: -22166362.000000 Penalty: 6037.870605
	Iteration 29Q: 3 clusters Score -2.216636e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 192092 members 
Entering Unmasked Estep 
Score: -22166372.000000 Penalty: 6037.870605
	Iteration 30Q: 3 clusters Score -2.216637e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 192067 members 
Entering Unmasked Estep 
Score: -22166420.000000 Penalty: 6037.870605
	Iteration 31Q: 3 clusters Score -2.216642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 192052 members 
Entering Unmasked Estep 
Score: -22166432.000000 Penalty: 6037.870605
	Iteration 32Q: 3 clusters Score -2.216643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 192031 members 
Entering Unmasked Estep 
Score: -22166484.000000 Penalty: 6037.870605
	Iteration 33Q: 3 clusters Score -2.216648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 192015 members 
Entering Unmasked Estep 
Score: -22166476.000000 Penalty: 6037.870605
	Iteration 34Q: 3 clusters Score -2.216648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 191999 members 
Entering Unmasked Estep 
Score: -22166498.000000 Penalty: 6037.870605
	Iteration 35Q: 3 clusters Score -2.21665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 191986 members 
Entering Unmasked Estep 
Score: -22166492.000000 Penalty: 6037.870605
	Iteration 36Q: 3 clusters Score -2.216649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 191969 members 
Entering Unmasked Estep 
Score: -22166496.000000 Penalty: 6037.870605
	Iteration 37Q: 3 clusters Score -2.21665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 191956 members 
Entering Unmasked Estep 
Score: -22166492.000000 Penalty: 6037.870605
	Iteration 38Q: 3 clusters Score -2.216649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 191947 members 
Entering Unmasked Estep 
Score: -22166500.000000 Penalty: 6037.870605
	Iteration 39Q: 3 clusters Score -2.21665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 191936 members 
Entering Unmasked Estep 
Score: -22166486.000000 Penalty: 6037.870605
	Iteration 40F: 3 clusters Score -2.216649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 191916 members 
Entering Unmasked Estep 
Score: -22166480.000000 Penalty: 6037.870605
	Iteration 41Q: 3 clusters Score -2.216648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 191899 members 
Entering Unmasked Estep 
Score: -22166518.000000 Penalty: 6037.870605
	Iteration 42Q: 3 clusters Score -2.216652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 191881 members 
Entering Unmasked Estep 
Score: -22166528.000000 Penalty: 6037.870605
	Iteration 43Q: 3 clusters Score -2.216653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 191860 members 
Entering Unmasked Estep 
Score: -22166550.000000 Penalty: 6037.870605
	Iteration 44Q: 3 clusters Score -2.216655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 191842 members 
Entering Unmasked Estep 
Score: -22166554.000000 Penalty: 6037.870605
	Iteration 45Q: 3 clusters Score -2.216655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 191836 members 
Entering Unmasked Estep 
Score: -22166552.000000 Penalty: 6037.870605
	Iteration 46Q: 3 clusters Score -2.216655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 191826 members 
Entering Unmasked Estep 
Score: -22166554.000000 Penalty: 6037.870605
	Iteration 47Q: 3 clusters Score -2.216655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -22166524.000000 Penalty: 6037.870605
	Iteration 48Q: 3 clusters Score -2.216652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 191816 members 
Entering Unmasked Estep 
Score: -22166528.000000 Penalty: 6037.870605
	Iteration 49Q: 3 clusters Score -2.216653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 191813 members 
Entering Unmasked Estep 
Score: -22166528.000000 Penalty: 6037.870605
	Iteration 50Q: 3 clusters Score -2.216653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 191812 members 
Entering Unmasked Estep 
Score: -22166524.000000 Penalty: 6037.870605
	Iteration 51Q: 3 clusters Score -2.216652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -22166524.000000 Penalty: 6037.870605
	Iteration 52Q: 3 clusters Score -2.216652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -22166516.000000 Penalty: 6037.870605
	Iteration 53Q: 3 clusters Score -2.216652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 191809 members 
Entering Unmasked Estep 
Score: -22166532.000000 Penalty: 6037.870605
	Iteration 54Q: 3 clusters Score -2.216653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 191808 members 
Entering Unmasked Estep 
Score: -22166536.000000 Penalty: 6037.870605
	Iteration 55Q: 3 clusters Score -2.216654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 191807 members 
Entering Unmasked Estep 
Score: -22166538.000000 Penalty: 6037.870605
	Iteration 56Q: 3 clusters Score -2.216654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 191806 members 
Entering Unmasked Estep 
Score: -22166526.000000 Penalty: 6037.870605
	Iteration 57Q: 3 clusters Score -2.216653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 191804 members 
Entering Unmasked Estep 
Score: -22166530.000000 Penalty: 6037.870605
	Iteration 58Q: 3 clusters Score -2.216653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 191800 members 
Entering Unmasked Estep 
Score: -22166530.000000 Penalty: 6037.870605
	Iteration 59Q: 3 clusters Score -2.216653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 191796 members 
Entering Unmasked Estep 
Score: -22166530.000000 Penalty: 6037.870605
	Iteration 60F: 3 clusters Score -2.216653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -238675.937500 Penalty: 1903.995361
	Iteration 0F: 2 clusters Score -238675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -236057.609375 Penalty: 3807.990723
	Iteration 0F: 3 clusters Score -236057.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237023.328125 Penalty: 3807.990723
	Iteration 1F: 3 clusters Score -237023.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -237672.734375 Penalty: 3807.990723
	Iteration 2F: 3 clusters Score -237672.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -239035.109375 Penalty: 3807.990723
	Iteration 3F: 3 clusters Score -239035.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -240254.562500 Penalty: 3807.990723
	Iteration 4F: 3 clusters Score -240254.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -240562.859375 Penalty: 3807.990723
	Iteration 5F: 3 clusters Score -240562.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -240599.453125 Penalty: 3807.990723
	Iteration 6Q: 3 clusters Score -240599.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -240603.968750 Penalty: 3807.990723
	Iteration 7Q: 3 clusters Score -240604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -240604.734375 Penalty: 3807.990723
	Iteration 8Q: 3 clusters Score -240604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -240604.734375 Penalty: 3807.990723
	Iteration 9F: 3 clusters Score -240604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 35275 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 308837 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 19 contains 1420 members 
Entering Unmasked Estep 
Score: -114481632.000000 Penalty: 61748.175781
Splitting cluster 4 changes total score from -114479752.000000 to -114481632.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (35275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Entering Unmasked Estep 
Score: -3936834.750000 Penalty: 2596.790771
	Iteration 0F: 2 clusters Score -3936835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3912715.250000 Penalty: 5193.581543
	Iteration 0F: 3 clusters Score -3912715 nChanged 16078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3921673.250000 Penalty: 5193.581543
	Iteration 1F: 3 clusters Score -3921673 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3922727.000000 Penalty: 5193.581543
	Iteration 2Q: 3 clusters Score -3922727 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3924623.500000 Penalty: 5193.581543
	Iteration 3F: 3 clusters Score -3924624 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3927071.250000 Penalty: 5193.581543
	Iteration 4F: 3 clusters Score -3927071 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3929483.000000 Penalty: 5193.581543
	Iteration 5F: 3 clusters Score -3929483 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3931508.500000 Penalty: 5193.581543
	Iteration 6F: 3 clusters Score -3931508 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3932983.250000 Penalty: 5193.581543
	Iteration 7F: 3 clusters Score -3932983 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3934033.000000 Penalty: 5193.581543
	Iteration 8F: 3 clusters Score -3934033 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3934673.750000 Penalty: 5193.581543
	Iteration 9Q: 3 clusters Score -3934674 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3935108.750000 Penalty: 5193.581543
	Iteration 10Q: 3 clusters Score -3935109 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3935440.500000 Penalty: 5193.581543
	Iteration 11Q: 3 clusters Score -3935440 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3935735.250000 Penalty: 5193.581543
	Iteration 12Q: 3 clusters Score -3935735 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3935998.000000 Penalty: 5193.581543
	Iteration 13Q: 3 clusters Score -3935998 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3936256.000000 Penalty: 5193.581543
	Iteration 14Q: 3 clusters Score -3936256 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3936447.250000 Penalty: 5193.581543
	Iteration 15Q: 3 clusters Score -3936447 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3936643.000000 Penalty: 5193.581543
	Iteration 16Q: 3 clusters Score -3936643 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3936830.000000 Penalty: 5193.581543
	Iteration 17Q: 3 clusters Score -3936830 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3937002.500000 Penalty: 5193.581543
	Iteration 18Q: 3 clusters Score -3937002 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3937169.000000 Penalty: 5193.581543
	Iteration 19Q: 3 clusters Score -3937169 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3937351.750000 Penalty: 5193.581543
	Iteration 20F: 3 clusters Score -3937352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3937588.500000 Penalty: 5193.581543
	Iteration 21Q: 3 clusters Score -3937588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3937670.250000 Penalty: 5193.581543
	Iteration 22Q: 3 clusters Score -3937670 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3937715.250000 Penalty: 5193.581543
	Iteration 23Q: 3 clusters Score -3937715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3937731.500000 Penalty: 5193.581543
	Iteration 24Q: 3 clusters Score -3937732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3937752.750000 Penalty: 5193.581543
	Iteration 25Q: 3 clusters Score -3937753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3937763.000000 Penalty: 5193.581543
	Iteration 26Q: 3 clusters Score -3937763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3937771.250000 Penalty: 5193.581543
	Iteration 27Q: 3 clusters Score -3937771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3937772.500000 Penalty: 5193.581543
	Iteration 28Q: 3 clusters Score -3937772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3937772.750000 Penalty: 5193.581543
	Iteration 29Q: 3 clusters Score -3937773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3937774.500000 Penalty: 5193.581543
	Iteration 30Q: 3 clusters Score -3937774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3937776.750000 Penalty: 5193.581543
	Iteration 31Q: 3 clusters Score -3937777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3937777.750000 Penalty: 5193.581543
	Iteration 32Q: 3 clusters Score -3937778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3937781.250000 Penalty: 5193.581543
	Iteration 33Q: 3 clusters Score -3937781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3937783.500000 Penalty: 5193.581543
	Iteration 34Q: 3 clusters Score -3937784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3937783.750000 Penalty: 5193.581543
	Iteration 35Q: 3 clusters Score -3937784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3937788.750000 Penalty: 5193.581543
	Iteration 36Q: 3 clusters Score -3937789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3937787.750000 Penalty: 5193.581543
	Iteration 37Q: 3 clusters Score -3937788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3937787.750000 Penalty: 5193.581543
	Iteration 38F: 3 clusters Score -3937788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 1267 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 308837 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 1420 members 
Entering Unmasked Estep 
Score: -114481176.000000 Penalty: 65178.628906
Splitting cluster 5 changes total score from -114479752.000000 to -114481176.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -952263.187500 Penalty: 2238.521729
	Iteration 0F: 2 clusters Score -952263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -945673.187500 Penalty: 4477.043457
	Iteration 0F: 3 clusters Score -945673.2 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -947473.625000 Penalty: 4477.043457
	Iteration 1F: 3 clusters Score -947473.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -947816.250000 Penalty: 4477.043457
	Iteration 2F: 3 clusters Score -947816.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -948054.687500 Penalty: 4477.043457
	Iteration 3F: 3 clusters Score -948054.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -948241.937500 Penalty: 4477.043457
	Iteration 4Q: 3 clusters Score -948241.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -948440.625000 Penalty: 4477.043457
	Iteration 5Q: 3 clusters Score -948440.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -948648.125000 Penalty: 4477.043457
	Iteration 6Q: 3 clusters Score -948648.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -948857.500000 Penalty: 4477.043457
	Iteration 7Q: 3 clusters Score -948857.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -949086.687500 Penalty: 4477.043457
	Iteration 8Q: 3 clusters Score -949086.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -949319.812500 Penalty: 4477.043457
	Iteration 9Q: 3 clusters Score -949319.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -949549.312500 Penalty: 4477.043457
	Iteration 10Q: 3 clusters Score -949549.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -949793.312500 Penalty: 4477.043457
	Iteration 11Q: 3 clusters Score -949793.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -950019.125000 Penalty: 4477.043457
	Iteration 12Q: 3 clusters Score -950019.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -950185.125000 Penalty: 4477.043457
	Iteration 13Q: 3 clusters Score -950185.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -950288.937500 Penalty: 4477.043457
	Iteration 14Q: 3 clusters Score -950288.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -950362.000000 Penalty: 4477.043457
	Iteration 15Q: 3 clusters Score -950362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -950411.750000 Penalty: 4477.043457
	Iteration 16Q: 3 clusters Score -950411.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -950443.625000 Penalty: 4477.043457
	Iteration 17Q: 3 clusters Score -950443.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -950460.937500 Penalty: 4477.043457
	Iteration 18Q: 3 clusters Score -950460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -950470.500000 Penalty: 4477.043457
	Iteration 19Q: 3 clusters Score -950470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -950481.062500 Penalty: 4477.043457
	Iteration 20F: 3 clusters Score -950481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -950491.875000 Penalty: 4477.043457
	Iteration 21Q: 3 clusters Score -950491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -950501.875000 Penalty: 4477.043457
	Iteration 22Q: 3 clusters Score -950501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -950510.875000 Penalty: 4477.043457
	Iteration 23Q: 3 clusters Score -950510.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -950520.437500 Penalty: 4477.043457
	Iteration 24Q: 3 clusters Score -950520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -950525.375000 Penalty: 4477.043457
	Iteration 25Q: 3 clusters Score -950525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -950529.500000 Penalty: 4477.043457
	Iteration 26Q: 3 clusters Score -950529.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -950539.812500 Penalty: 4477.043457
	Iteration 27Q: 3 clusters Score -950539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -950544.625000 Penalty: 4477.043457
	Iteration 28Q: 3 clusters Score -950544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -950547.312500 Penalty: 4477.043457
	Iteration 29Q: 3 clusters Score -950547.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -950554.562500 Penalty: 4477.043457
	Iteration 30Q: 3 clusters Score -950554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -950560.187500 Penalty: 4477.043457
	Iteration 31Q: 3 clusters Score -950560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -950563.062500 Penalty: 4477.043457
	Iteration 32Q: 3 clusters Score -950563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -950563.062500 Penalty: 4477.043457
	Iteration 33F: 3 clusters Score -950563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (142514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Entering Unmasked Estep 
Score: -16443034.000000 Penalty: 2943.064453
	Iteration 0F: 2 clusters Score -1.644303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -16347529.000000 Penalty: 5886.128906
	Iteration 0F: 3 clusters Score -1.634753e+07 nChanged 67863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -16387231.000000 Penalty: 5886.128906
	Iteration 1F: 3 clusters Score -1.638723e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -16388635.000000 Penalty: 5886.128906
	Iteration 2Q: 3 clusters Score -1.638864e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -16390484.000000 Penalty: 5886.128906
	Iteration 3Q: 3 clusters Score -1.639048e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -16392970.000000 Penalty: 5886.128906
	Iteration 4Q: 3 clusters Score -1.639297e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -16396365.000000 Penalty: 5886.128906
	Iteration 5Q: 3 clusters Score -1.639636e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -16400895.000000 Penalty: 5886.128906
	Iteration 6F: 3 clusters Score -1.64009e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -16407094.000000 Penalty: 5886.128906
	Iteration 7F: 3 clusters Score -1.640709e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -16413425.000000 Penalty: 5886.128906
	Iteration 8F: 3 clusters Score -1.641342e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -16417802.000000 Penalty: 5886.128906
	Iteration 9F: 3 clusters Score -1.64178e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -16420054.000000 Penalty: 5886.128906
	Iteration 10Q: 3 clusters Score -1.642005e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -16420978.000000 Penalty: 5886.128906
	Iteration 11Q: 3 clusters Score -1.642098e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -16421523.000000 Penalty: 5886.128906
	Iteration 12Q: 3 clusters Score -1.642152e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -16421952.000000 Penalty: 5886.128906
	Iteration 13Q: 3 clusters Score -1.642195e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -16422398.000000 Penalty: 5886.128906
	Iteration 14Q: 3 clusters Score -1.64224e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -16422843.000000 Penalty: 5886.128906
	Iteration 15Q: 3 clusters Score -1.642284e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -16423350.000000 Penalty: 5886.128906
	Iteration 16Q: 3 clusters Score -1.642335e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -16423880.000000 Penalty: 5886.128906
	Iteration 17Q: 3 clusters Score -1.642388e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -16424436.000000 Penalty: 5886.128906
	Iteration 18Q: 3 clusters Score -1.642444e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -16425040.000000 Penalty: 5886.128906
	Iteration 19Q: 3 clusters Score -1.642504e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -16425671.000000 Penalty: 5886.128906
	Iteration 20F: 3 clusters Score -1.642567e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -16426336.000000 Penalty: 5886.128906
	Iteration 21Q: 3 clusters Score -1.642634e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -16426973.000000 Penalty: 5886.128906
	Iteration 22Q: 3 clusters Score -1.642697e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -16427797.000000 Penalty: 5886.128906
	Iteration 23Q: 3 clusters Score -1.64278e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -16428689.000000 Penalty: 5886.128906
	Iteration 24Q: 3 clusters Score -1.642869e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -16429723.000000 Penalty: 5886.128906
	Iteration 25Q: 3 clusters Score -1.642972e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -16430783.000000 Penalty: 5886.128906
	Iteration 26Q: 3 clusters Score -1.643078e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -16431942.000000 Penalty: 5886.128906
	Iteration 27Q: 3 clusters Score -1.643194e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -16433138.000000 Penalty: 5886.128906
	Iteration 28Q: 3 clusters Score -1.643314e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -16434414.000000 Penalty: 5886.128906
	Iteration 29Q: 3 clusters Score -1.643441e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -16435470.000000 Penalty: 5886.128906
	Iteration 30Q: 3 clusters Score -1.643547e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -16436428.000000 Penalty: 5886.128906
	Iteration 31Q: 3 clusters Score -1.643643e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -16437169.000000 Penalty: 5886.128906
	Iteration 32Q: 3 clusters Score -1.643717e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -16437900.000000 Penalty: 5886.128906
	Iteration 33Q: 3 clusters Score -1.64379e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -16438474.000000 Penalty: 5886.128906
	Iteration 34Q: 3 clusters Score -1.643847e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111548 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -16438897.000000 Penalty: 5886.128906
	Iteration 35Q: 3 clusters Score -1.64389e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -16439188.000000 Penalty: 5886.128906
	Iteration 36Q: 3 clusters Score -1.643919e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113646 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -16439395.000000 Penalty: 5886.128906
	Iteration 37Q: 3 clusters Score -1.64394e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -16439576.000000 Penalty: 5886.128906
	Iteration 38Q: 3 clusters Score -1.643958e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -16439838.000000 Penalty: 5886.128906
	Iteration 39Q: 3 clusters Score -1.643984e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -16440139.000000 Penalty: 5886.128906
	Iteration 40F: 3 clusters Score -1.644014e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116909 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -16440325.000000 Penalty: 5886.128906
	Iteration 41Q: 3 clusters Score -1.644032e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -16440481.000000 Penalty: 5886.128906
	Iteration 42Q: 3 clusters Score -1.644048e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118250 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -16440587.000000 Penalty: 5886.128906
	Iteration 43Q: 3 clusters Score -1.644059e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -16440725.000000 Penalty: 5886.128906
	Iteration 44Q: 3 clusters Score -1.644072e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -16440801.000000 Penalty: 5886.128906
	Iteration 45Q: 3 clusters Score -1.64408e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119787 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -16440875.000000 Penalty: 5886.128906
	Iteration 46Q: 3 clusters Score -1.644088e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -16440867.000000 Penalty: 5886.128906
	Iteration 47Q: 3 clusters Score -1.644087e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120598 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -16440906.000000 Penalty: 5886.128906
	Iteration 48Q: 3 clusters Score -1.644091e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -16440933.000000 Penalty: 5886.128906
	Iteration 49Q: 3 clusters Score -1.644093e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -16440941.000000 Penalty: 5886.128906
	Iteration 50Q: 3 clusters Score -1.644094e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121446 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -16440949.000000 Penalty: 5886.128906
	Iteration 51Q: 3 clusters Score -1.644095e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -16440951.000000 Penalty: 5886.128906
	Iteration 52Q: 3 clusters Score -1.644095e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -16440965.000000 Penalty: 5886.128906
	Iteration 53Q: 3 clusters Score -1.644096e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122079 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -16440971.000000 Penalty: 5886.128906
	Iteration 54Q: 3 clusters Score -1.644097e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -16440947.000000 Penalty: 5886.128906
	Iteration 55Q: 3 clusters Score -1.644095e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122381 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -16440999.000000 Penalty: 5886.128906
	Iteration 56Q: 3 clusters Score -1.6441e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -16441009.000000 Penalty: 5886.128906
	Iteration 57Q: 3 clusters Score -1.644101e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122669 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -16441018.000000 Penalty: 5886.128906
	Iteration 58Q: 3 clusters Score -1.644102e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122815 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -16441032.000000 Penalty: 5886.128906
	Iteration 59Q: 3 clusters Score -1.644103e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -16441050.000000 Penalty: 5886.128906
	Iteration 60F: 3 clusters Score -1.644105e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123093 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -16441042.000000 Penalty: 5886.128906
	Iteration 61Q: 3 clusters Score -1.644104e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -16441035.000000 Penalty: 5886.128906
	Iteration 62Q: 3 clusters Score -1.644104e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -16441074.000000 Penalty: 5886.128906
	Iteration 63Q: 3 clusters Score -1.644107e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -16441074.000000 Penalty: 5886.128906
	Iteration 64Q: 3 clusters Score -1.644107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -16441062.000000 Penalty: 5886.128906
	Iteration 65Q: 3 clusters Score -1.644106e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -16441027.000000 Penalty: 5886.128906
	Iteration 66Q: 3 clusters Score -1.644103e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -16441055.000000 Penalty: 5886.128906
	Iteration 67Q: 3 clusters Score -1.644106e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -16441050.000000 Penalty: 5886.128906
	Iteration 68Q: 3 clusters Score -1.644105e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -16441031.000000 Penalty: 5886.128906
	Iteration 69Q: 3 clusters Score -1.644103e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -16440994.000000 Penalty: 5886.128906
	Iteration 70Q: 3 clusters Score -1.644099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -16441012.000000 Penalty: 5886.128906
	Iteration 71Q: 3 clusters Score -1.644101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -16441025.000000 Penalty: 5886.128906
	Iteration 72Q: 3 clusters Score -1.644102e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124173 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -16441029.000000 Penalty: 5886.128906
	Iteration 73Q: 3 clusters Score -1.644103e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124237 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -16441047.000000 Penalty: 5886.128906
	Iteration 74Q: 3 clusters Score -1.644105e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -16441047.000000 Penalty: 5886.128906
	Iteration 75Q: 3 clusters Score -1.644105e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124369 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -16441035.000000 Penalty: 5886.128906
	Iteration 76Q: 3 clusters Score -1.644104e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -16441049.000000 Penalty: 5886.128906
	Iteration 77Q: 3 clusters Score -1.644105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -16441025.000000 Penalty: 5886.128906
	Iteration 78Q: 3 clusters Score -1.644102e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -16441042.000000 Penalty: 5886.128906
	Iteration 79Q: 3 clusters Score -1.644104e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -16441057.000000 Penalty: 5886.128906
	Iteration 80F: 3 clusters Score -1.644106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124681 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -16441054.000000 Penalty: 5886.128906
	Iteration 81Q: 3 clusters Score -1.644105e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -16441082.000000 Penalty: 5886.128906
	Iteration 82Q: 3 clusters Score -1.644108e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -16441091.000000 Penalty: 5886.128906
	Iteration 83Q: 3 clusters Score -1.644109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -16441108.000000 Penalty: 5886.128906
	Iteration 84Q: 3 clusters Score -1.644111e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124946 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -16441099.000000 Penalty: 5886.128906
	Iteration 85Q: 3 clusters Score -1.64411e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -16441115.000000 Penalty: 5886.128906
	Iteration 86Q: 3 clusters Score -1.644112e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125089 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -16441099.000000 Penalty: 5886.128906
	Iteration 87Q: 3 clusters Score -1.64411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -16441117.000000 Penalty: 5886.128906
	Iteration 88Q: 3 clusters Score -1.644112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -16441117.000000 Penalty: 5886.128906
	Iteration 89Q: 3 clusters Score -1.644112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -16441137.000000 Penalty: 5886.128906
	Iteration 90Q: 3 clusters Score -1.644114e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -16441153.000000 Penalty: 5886.128906
	Iteration 91Q: 3 clusters Score -1.644115e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125377 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -16441147.000000 Penalty: 5886.128906
	Iteration 92Q: 3 clusters Score -1.644115e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125426 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -16441159.000000 Penalty: 5886.128906
	Iteration 93Q: 3 clusters Score -1.644116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -16441166.000000 Penalty: 5886.128906
	Iteration 94Q: 3 clusters Score -1.644117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -16441167.000000 Penalty: 5886.128906
	Iteration 95Q: 3 clusters Score -1.644117e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -16441137.000000 Penalty: 5886.128906
	Iteration 96Q: 3 clusters Score -1.644114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -16441173.000000 Penalty: 5886.128906
	Iteration 97Q: 3 clusters Score -1.644117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125612 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -16441148.000000 Penalty: 5886.128906
	Iteration 98Q: 3 clusters Score -1.644115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125651 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -16441141.000000 Penalty: 5886.128906
	Iteration 99Q: 3 clusters Score -1.644114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -16441125.000000 Penalty: 5886.128906
	Iteration 100F: 3 clusters Score -1.644112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125700 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -16441140.000000 Penalty: 5886.128906
	Iteration 101Q: 3 clusters Score -1.644114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -16441137.000000 Penalty: 5886.128906
	Iteration 102Q: 3 clusters Score -1.644114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -16441135.000000 Penalty: 5886.128906
	Iteration 103Q: 3 clusters Score -1.644114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -16441136.000000 Penalty: 5886.128906
	Iteration 104Q: 3 clusters Score -1.644114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -16441139.000000 Penalty: 5886.128906
	Iteration 105Q: 3 clusters Score -1.644114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125803 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -16441148.000000 Penalty: 5886.128906
	Iteration 106Q: 3 clusters Score -1.644115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -16441143.000000 Penalty: 5886.128906
	Iteration 107Q: 3 clusters Score -1.644114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -16441151.000000 Penalty: 5886.128906
	Iteration 108Q: 3 clusters Score -1.644115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -16441144.000000 Penalty: 5886.128906
	Iteration 109Q: 3 clusters Score -1.644114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125886 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -16441124.000000 Penalty: 5886.128906
	Iteration 110Q: 3 clusters Score -1.644112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -16441129.000000 Penalty: 5886.128906
	Iteration 111Q: 3 clusters Score -1.644113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125920 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -16441132.000000 Penalty: 5886.128906
	Iteration 112Q: 3 clusters Score -1.644113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125934 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -16441140.000000 Penalty: 5886.128906
	Iteration 113Q: 3 clusters Score -1.644114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125956 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -16441151.000000 Penalty: 5886.128906
	Iteration 114Q: 3 clusters Score -1.644115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -16441136.000000 Penalty: 5886.128906
	Iteration 115Q: 3 clusters Score -1.644114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125995 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -16441136.000000 Penalty: 5886.128906
	Iteration 116Q: 3 clusters Score -1.644114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -16441129.000000 Penalty: 5886.128906
	Iteration 117Q: 3 clusters Score -1.644113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -16441117.000000 Penalty: 5886.128906
	Iteration 118Q: 3 clusters Score -1.644112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -16441125.000000 Penalty: 5886.128906
	Iteration 119Q: 3 clusters Score -1.644112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126071 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -16441112.000000 Penalty: 5886.128906
	Iteration 120F: 3 clusters Score -1.644111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -16441116.000000 Penalty: 5886.128906
	Iteration 121Q: 3 clusters Score -1.644112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126106 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -16441117.000000 Penalty: 5886.128906
	Iteration 122Q: 3 clusters Score -1.644112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126114 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -16441108.000000 Penalty: 5886.128906
	Iteration 123Q: 3 clusters Score -1.644111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -16441112.000000 Penalty: 5886.128906
	Iteration 124Q: 3 clusters Score -1.644111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126130 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -16441113.000000 Penalty: 5886.128906
	Iteration 125Q: 3 clusters Score -1.644111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126137 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -16441136.000000 Penalty: 5886.128906
	Iteration 126Q: 3 clusters Score -1.644114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -16441125.000000 Penalty: 5886.128906
	Iteration 127Q: 3 clusters Score -1.644112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -16441128.000000 Penalty: 5886.128906
	Iteration 128Q: 3 clusters Score -1.644113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126148 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -16441116.000000 Penalty: 5886.128906
	Iteration 129Q: 3 clusters Score -1.644112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -16441118.000000 Penalty: 5886.128906
	Iteration 130Q: 3 clusters Score -1.644112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -16441115.000000 Penalty: 5886.128906
	Iteration 131Q: 3 clusters Score -1.644112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126153 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -16441113.000000 Penalty: 5886.128906
	Iteration 132Q: 3 clusters Score -1.644111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -16441114.000000 Penalty: 5886.128906
	Iteration 133Q: 3 clusters Score -1.644111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -16441114.000000 Penalty: 5886.128906
	Iteration 134Q: 3 clusters Score -1.644111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -16441114.000000 Penalty: 5886.128906
	Iteration 135F: 3 clusters Score -1.644111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -205700.890625 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -205700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -203197.171875 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -203197.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -203602.968750 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -203603 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -203722.093750 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203722.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -203784.109375 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -203784.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -203815.031250 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -203832.890625 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203840.781250 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203850.406250 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203850.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -203864.921875 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203864.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203875.078125 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203879.718750 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -203881.625000 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -203881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203883.859375 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -203883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -203886.484375 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -203886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203887.343750 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -203887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -203889.531250 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -203889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -203890.953125 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -203891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -203894.375000 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -203894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -203897.812500 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -203897.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -203901.515625 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -203901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -203905.984375 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -203906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203909.890625 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -203909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203913.296875 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -203913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -203919.859375 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -203919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -203924.781250 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -203924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -203929.625000 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -203929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203934.406250 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -203934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203935.406250 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -203935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -203936.296875 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -203936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203936.625000 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -203936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -203936.625000 Penalty: 3713.916016
	Iteration 30F: 3 clusters Score -203936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -123098.882812 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -123098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -121087.218750 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -121087.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122051.054688 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -122051.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -123393.625000 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -123393.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -124279.796875 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -124279.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -124564.195312 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -124564.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -124705.664062 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -124705.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -124755.132812 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -124755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -124764.593750 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -124764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -124781.796875 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -124781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -124796.406250 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -124796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -124812.210938 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -124812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -124868.359375 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -124868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -124888.843750 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -124888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -124888.843750 Penalty: 3543.625977
	Iteration 13F: 3 clusters Score -124888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 308837 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
Score: -114481312.000000 Penalty: 68609.085938
Splitting cluster 10 changes total score from -114479752.000000 to -114481312.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (18138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Entering Unmasked Estep 
Score: -2106364.750000 Penalty: 2431.829590
	Iteration 0F: 2 clusters Score -2106365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2093414.875000 Penalty: 4863.659180
	Iteration 0F: 3 clusters Score -2093415 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2097687.500000 Penalty: 4863.659180
	Iteration 1F: 3 clusters Score -2097688 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2098036.500000 Penalty: 4863.659180
	Iteration 2F: 3 clusters Score -2098036 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2098363.000000 Penalty: 4863.659180
	Iteration 3Q: 3 clusters Score -2098363 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2098733.750000 Penalty: 4863.659180
	Iteration 4Q: 3 clusters Score -2098734 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2099094.500000 Penalty: 4863.659180
	Iteration 5Q: 3 clusters Score -2099094 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2099436.750000 Penalty: 4863.659180
	Iteration 6Q: 3 clusters Score -2099437 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2099714.250000 Penalty: 4863.659180
	Iteration 7Q: 3 clusters Score -2099714 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2099969.500000 Penalty: 4863.659180
	Iteration 8Q: 3 clusters Score -2099970 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2100176.500000 Penalty: 4863.659180
	Iteration 9Q: 3 clusters Score -2100176 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2100353.750000 Penalty: 4863.659180
	Iteration 10Q: 3 clusters Score -2100354 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2100526.250000 Penalty: 4863.659180
	Iteration 11Q: 3 clusters Score -2100526 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2100695.250000 Penalty: 4863.659180
	Iteration 12Q: 3 clusters Score -2100695 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2100874.750000 Penalty: 4863.659180
	Iteration 13Q: 3 clusters Score -2100875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2101058.750000 Penalty: 4863.659180
	Iteration 14Q: 3 clusters Score -2101059 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2101274.250000 Penalty: 4863.659180
	Iteration 15Q: 3 clusters Score -2101274 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2101513.750000 Penalty: 4863.659180
	Iteration 16Q: 3 clusters Score -2101514 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2101780.500000 Penalty: 4863.659180
	Iteration 17Q: 3 clusters Score -2101780 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2102106.000000 Penalty: 4863.659180
	Iteration 18Q: 3 clusters Score -2102106 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2102490.500000 Penalty: 4863.659180
	Iteration 19Q: 3 clusters Score -2102490 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2102914.250000 Penalty: 4863.659180
	Iteration 20F: 3 clusters Score -2102914 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2103288.000000 Penalty: 4863.659180
	Iteration 21Q: 3 clusters Score -2103288 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2103602.750000 Penalty: 4863.659180
	Iteration 22Q: 3 clusters Score -2103603 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2103849.500000 Penalty: 4863.659180
	Iteration 23Q: 3 clusters Score -2103850 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2104014.500000 Penalty: 4863.659180
	Iteration 24Q: 3 clusters Score -2104014 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2104131.250000 Penalty: 4863.659180
	Iteration 25Q: 3 clusters Score -2104131 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2104213.250000 Penalty: 4863.659180
	Iteration 26Q: 3 clusters Score -2104213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2104254.750000 Penalty: 4863.659180
	Iteration 27Q: 3 clusters Score -2104255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2104300.750000 Penalty: 4863.659180
	Iteration 28Q: 3 clusters Score -2104301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2104343.250000 Penalty: 4863.659180
	Iteration 29Q: 3 clusters Score -2104343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2104369.000000 Penalty: 4863.659180
	Iteration 30Q: 3 clusters Score -2104369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2104384.750000 Penalty: 4863.659180
	Iteration 31Q: 3 clusters Score -2104385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2104398.000000 Penalty: 4863.659180
	Iteration 32Q: 3 clusters Score -2104398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2104404.500000 Penalty: 4863.659180
	Iteration 33Q: 3 clusters Score -2104404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2104406.250000 Penalty: 4863.659180
	Iteration 34Q: 3 clusters Score -2104406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2104412.000000 Penalty: 4863.659180
	Iteration 35Q: 3 clusters Score -2104412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2104416.000000 Penalty: 4863.659180
	Iteration 36Q: 3 clusters Score -2104416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2104417.750000 Penalty: 4863.659180
	Iteration 37Q: 3 clusters Score -2104418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2104420.750000 Penalty: 4863.659180
	Iteration 38Q: 3 clusters Score -2104421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2104421.500000 Penalty: 4863.659180
	Iteration 39Q: 3 clusters Score -2104422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2104422.000000 Penalty: 4863.659180
	Iteration 40F: 3 clusters Score -2104422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (308837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308837 members 
Entering Unmasked Estep 
Score: -35318648.000000 Penalty: 3134.861084
	Iteration 0F: 2 clusters Score -3.531865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -35125288.000000 Penalty: 6269.722168
	Iteration 0F: 3 clusters Score -3.512529e+07 nChanged 149577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142170 members 
Mstep: Class 2 contains 166667 members 
Entering Unmasked Estep 
Score: -35213824.000000 Penalty: 6269.722168
	Iteration 1F: 3 clusters Score -3.521382e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134701 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -35216988.000000 Penalty: 6269.722168
	Iteration 2Q: 3 clusters Score -3.521699e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 185571 members 
Entering Unmasked Estep 
Score: -35221860.000000 Penalty: 6269.722168
	Iteration 3Q: 3 clusters Score -3.522186e+07 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 202333 members 
Entering Unmasked Estep 
Score: -35231040.000000 Penalty: 6269.722168
	Iteration 4F: 3 clusters Score -3.523104e+07 nChanged 23356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 224953 members 
Entering Unmasked Estep 
Score: -35246224.000000 Penalty: 6269.722168
	Iteration 5F: 3 clusters Score -3.524622e+07 nChanged 26684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 251353 members 
Entering Unmasked Estep 
Score: -35268320.000000 Penalty: 6269.722168
	Iteration 6F: 3 clusters Score -3.526832e+07 nChanged 24377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 275640 members 
Entering Unmasked Estep 
Score: -35290192.000000 Penalty: 6269.722168
	Iteration 7F: 3 clusters Score -3.529019e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 292102 members 
Entering Unmasked Estep 
Score: -35306184.000000 Penalty: 6269.722168
	Iteration 8F: 3 clusters Score -3.530618e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 300537 members 
Entering Unmasked Estep 
Score: -35312916.000000 Penalty: 6269.722168
	Iteration 9Q: 3 clusters Score -3.531292e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 303923 members 
Entering Unmasked Estep 
Score: -35315636.000000 Penalty: 6269.722168
	Iteration 10Q: 3 clusters Score -3.531564e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 305194 members 
Entering Unmasked Estep 
Score: -35316988.000000 Penalty: 6269.722168
	Iteration 11Q: 3 clusters Score -3.531699e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 305618 members 
Entering Unmasked Estep 
Score: -35317780.000000 Penalty: 6269.722168
	Iteration 12Q: 3 clusters Score -3.531778e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 305761 members 
Entering Unmasked Estep 
Score: -35318376.000000 Penalty: 6269.722168
	Iteration 13Q: 3 clusters Score -3.531838e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 305768 members 
Entering Unmasked Estep 
Score: -35318780.000000 Penalty: 6269.722168
	Iteration 14Q: 3 clusters Score -3.531878e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 305718 members 
Entering Unmasked Estep 
Score: -35319044.000000 Penalty: 6269.722168
	Iteration 15Q: 3 clusters Score -3.531904e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 305667 members 
Entering Unmasked Estep 
Score: -35319264.000000 Penalty: 6269.722168
	Iteration 16Q: 3 clusters Score -3.531926e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 305607 members 
Entering Unmasked Estep 
Score: -35319424.000000 Penalty: 6269.722168
	Iteration 17Q: 3 clusters Score -3.531942e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 305577 members 
Entering Unmasked Estep 
Score: -35319560.000000 Penalty: 6269.722168
	Iteration 18Q: 3 clusters Score -3.531956e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 305563 members 
Entering Unmasked Estep 
Score: -35319564.000000 Penalty: 6269.722168
	Iteration 19Q: 3 clusters Score -3.531956e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 305535 members 
Entering Unmasked Estep 
Score: -35319648.000000 Penalty: 6269.722168
	Iteration 20F: 3 clusters Score -3.531965e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 305521 members 
Entering Unmasked Estep 
Score: -35319652.000000 Penalty: 6269.722168
	Iteration 21Q: 3 clusters Score -3.531965e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 305510 members 
Entering Unmasked Estep 
Score: -35319688.000000 Penalty: 6269.722168
	Iteration 22Q: 3 clusters Score -3.531969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 305504 members 
Entering Unmasked Estep 
Score: -35319708.000000 Penalty: 6269.722168
	Iteration 23Q: 3 clusters Score -3.531971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 305501 members 
Entering Unmasked Estep 
Score: -35319712.000000 Penalty: 6269.722168
	Iteration 24Q: 3 clusters Score -3.531971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 305489 members 
Entering Unmasked Estep 
Score: -35319720.000000 Penalty: 6269.722168
	Iteration 25Q: 3 clusters Score -3.531972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 305479 members 
Entering Unmasked Estep 
Score: -35319776.000000 Penalty: 6269.722168
	Iteration 26Q: 3 clusters Score -3.531978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 305474 members 
Entering Unmasked Estep 
Score: -35319760.000000 Penalty: 6269.722168
	Iteration 27Q: 3 clusters Score -3.531976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 305467 members 
Entering Unmasked Estep 
Score: -35319768.000000 Penalty: 6269.722168
	Iteration 28Q: 3 clusters Score -3.531977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 305463 members 
Entering Unmasked Estep 
Score: -35319788.000000 Penalty: 6269.722168
	Iteration 29Q: 3 clusters Score -3.531979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 305463 members 
Entering Unmasked Estep 
Score: -35319808.000000 Penalty: 6269.722168
	Iteration 30Q: 3 clusters Score -3.531981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 305466 members 
Entering Unmasked Estep 
Score: -35319784.000000 Penalty: 6269.722168
	Iteration 31Q: 3 clusters Score -3.531978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 305469 members 
Entering Unmasked Estep 
Score: -35319768.000000 Penalty: 6269.722168
	Iteration 32Q: 3 clusters Score -3.531977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 305472 members 
Entering Unmasked Estep 
Score: -35319772.000000 Penalty: 6269.722168
	Iteration 33Q: 3 clusters Score -3.531977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 305473 members 
Entering Unmasked Estep 
Score: -35319776.000000 Penalty: 6269.722168
	Iteration 34Q: 3 clusters Score -3.531978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 305477 members 
Entering Unmasked Estep 
Score: -35319772.000000 Penalty: 6269.722168
	Iteration 35Q: 3 clusters Score -3.531977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 305478 members 
Entering Unmasked Estep 
Score: -35319784.000000 Penalty: 6269.722168
	Iteration 36Q: 3 clusters Score -3.531978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 305478 members 
Entering Unmasked Estep 
Score: -35319768.000000 Penalty: 6269.722168
	Iteration 37Q: 3 clusters Score -3.531977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 305477 members 
Entering Unmasked Estep 
Score: -35319780.000000 Penalty: 6269.722168
	Iteration 38Q: 3 clusters Score -3.531978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 305477 members 
Entering Unmasked Estep 
Score: -35319784.000000 Penalty: 6269.722168
	Iteration 39Q: 3 clusters Score -3.531978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 305476 members 
Entering Unmasked Estep 
Score: -35319776.000000 Penalty: 6269.722168
	Iteration 40F: 3 clusters Score -3.531978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 305477 members 
Entering Unmasked Estep 
Score: -35319764.000000 Penalty: 6269.722168
	Iteration 41Q: 3 clusters Score -3.531976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 305477 members 
Entering Unmasked Estep 
Score: -35319764.000000 Penalty: 6269.722168
	Iteration 42F: 3 clusters Score -3.531976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305477 members 
Entering Unmasked Estep 
Score: -114482440.000000 Penalty: 72039.539062
Splitting cluster 12 changes total score from -114479752.000000 to -114482440.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (31744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Entering Unmasked Estep 
Score: -3729626.750000 Penalty: 2570.634033
	Iteration 0F: 2 clusters Score -3729627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3707955.750000 Penalty: 5141.268066
	Iteration 0F: 3 clusters Score -3707956 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3715813.750000 Penalty: 5141.268066
	Iteration 1F: 3 clusters Score -3715814 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3716367.500000 Penalty: 5141.268066
	Iteration 2Q: 3 clusters Score -3716368 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3716941.250000 Penalty: 5141.268066
	Iteration 3Q: 3 clusters Score -3716941 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3717593.000000 Penalty: 5141.268066
	Iteration 4Q: 3 clusters Score -3717593 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3718315.750000 Penalty: 5141.268066
	Iteration 5Q: 3 clusters Score -3718316 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3719236.750000 Penalty: 5141.268066
	Iteration 6F: 3 clusters Score -3719237 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3720370.750000 Penalty: 5141.268066
	Iteration 7F: 3 clusters Score -3720371 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3721757.250000 Penalty: 5141.268066
	Iteration 8F: 3 clusters Score -3721757 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3723231.000000 Penalty: 5141.268066
	Iteration 9F: 3 clusters Score -3723231 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3724614.500000 Penalty: 5141.268066
	Iteration 10F: 3 clusters Score -3724614 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3725658.750000 Penalty: 5141.268066
	Iteration 11Q: 3 clusters Score -3725659 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3726357.250000 Penalty: 5141.268066
	Iteration 12Q: 3 clusters Score -3726357 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3726797.750000 Penalty: 5141.268066
	Iteration 13Q: 3 clusters Score -3726798 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -3727034.750000 Penalty: 5141.268066
	Iteration 14Q: 3 clusters Score -3727035 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3727151.750000 Penalty: 5141.268066
	Iteration 15Q: 3 clusters Score -3727152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3727222.250000 Penalty: 5141.268066
	Iteration 16Q: 3 clusters Score -3727222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3727271.250000 Penalty: 5141.268066
	Iteration 17Q: 3 clusters Score -3727271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3727296.750000 Penalty: 5141.268066
	Iteration 18Q: 3 clusters Score -3727297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -3727340.250000 Penalty: 5141.268066
	Iteration 19Q: 3 clusters Score -3727340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3727365.250000 Penalty: 5141.268066
	Iteration 20F: 3 clusters Score -3727365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3727377.750000 Penalty: 5141.268066
	Iteration 21Q: 3 clusters Score -3727378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3727389.000000 Penalty: 5141.268066
	Iteration 22Q: 3 clusters Score -3727389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3727409.250000 Penalty: 5141.268066
	Iteration 23Q: 3 clusters Score -3727409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3727412.750000 Penalty: 5141.268066
	Iteration 24Q: 3 clusters Score -3727413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3727418.500000 Penalty: 5141.268066
	Iteration 25Q: 3 clusters Score -3727418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3727420.000000 Penalty: 5141.268066
	Iteration 26Q: 3 clusters Score -3727420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3727421.750000 Penalty: 5141.268066
	Iteration 27Q: 3 clusters Score -3727422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3727423.500000 Penalty: 5141.268066
	Iteration 28Q: 3 clusters Score -3727424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3727425.500000 Penalty: 5141.268066
	Iteration 29Q: 3 clusters Score -3727426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3727425.500000 Penalty: 5141.268066
	Iteration 30F: 3 clusters Score -3727426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Entering Unmasked Estep 
Score: -2530860.500000 Penalty: 2498.485352
	Iteration 0F: 2 clusters Score -2530860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2514263.250000 Penalty: 4996.970703
	Iteration 0F: 3 clusters Score -2514263 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2520297.500000 Penalty: 4996.970703
	Iteration 1F: 3 clusters Score -2520298 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2521072.000000 Penalty: 4996.970703
	Iteration 2F: 3 clusters Score -2521072 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2521977.750000 Penalty: 4996.970703
	Iteration 3F: 3 clusters Score -2521978 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2522983.250000 Penalty: 4996.970703
	Iteration 4F: 3 clusters Score -2522983 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2524016.750000 Penalty: 4996.970703
	Iteration 5F: 3 clusters Score -2524017 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2524929.500000 Penalty: 4996.970703
	Iteration 6F: 3 clusters Score -2524930 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2525638.500000 Penalty: 4996.970703
	Iteration 7F: 3 clusters Score -2525638 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2526218.000000 Penalty: 4996.970703
	Iteration 8Q: 3 clusters Score -2526218 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2526619.000000 Penalty: 4996.970703
	Iteration 9Q: 3 clusters Score -2526619 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2526917.000000 Penalty: 4996.970703
	Iteration 10Q: 3 clusters Score -2526917 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2527155.250000 Penalty: 4996.970703
	Iteration 11Q: 3 clusters Score -2527155 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2527316.500000 Penalty: 4996.970703
	Iteration 12Q: 3 clusters Score -2527316 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2527429.500000 Penalty: 4996.970703
	Iteration 13Q: 3 clusters Score -2527430 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2527524.750000 Penalty: 4996.970703
	Iteration 14Q: 3 clusters Score -2527525 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2527605.500000 Penalty: 4996.970703
	Iteration 15Q: 3 clusters Score -2527606 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2527649.750000 Penalty: 4996.970703
	Iteration 16Q: 3 clusters Score -2527650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2527716.250000 Penalty: 4996.970703
	Iteration 17Q: 3 clusters Score -2527716 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2527761.750000 Penalty: 4996.970703
	Iteration 18Q: 3 clusters Score -2527762 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2527822.750000 Penalty: 4996.970703
	Iteration 19Q: 3 clusters Score -2527823 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2527875.750000 Penalty: 4996.970703
	Iteration 20F: 3 clusters Score -2527876 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2527931.750000 Penalty: 4996.970703
	Iteration 21Q: 3 clusters Score -2527932 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2527959.250000 Penalty: 4996.970703
	Iteration 22Q: 3 clusters Score -2527959 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2528000.250000 Penalty: 4996.970703
	Iteration 23Q: 3 clusters Score -2528000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2528043.000000 Penalty: 4996.970703
	Iteration 24Q: 3 clusters Score -2528043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2528080.750000 Penalty: 4996.970703
	Iteration 25Q: 3 clusters Score -2528081 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2528115.250000 Penalty: 4996.970703
	Iteration 26Q: 3 clusters Score -2528115 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2528161.000000 Penalty: 4996.970703
	Iteration 27Q: 3 clusters Score -2528161 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2528197.500000 Penalty: 4996.970703
	Iteration 28Q: 3 clusters Score -2528198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2528259.250000 Penalty: 4996.970703
	Iteration 29Q: 3 clusters Score -2528259 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2528302.500000 Penalty: 4996.970703
	Iteration 30Q: 3 clusters Score -2528302 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2528362.250000 Penalty: 4996.970703
	Iteration 31Q: 3 clusters Score -2528362 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2528417.250000 Penalty: 4996.970703
	Iteration 32Q: 3 clusters Score -2528417 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2528461.500000 Penalty: 4996.970703
	Iteration 33Q: 3 clusters Score -2528462 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2528517.000000 Penalty: 4996.970703
	Iteration 34Q: 3 clusters Score -2528517 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2528559.000000 Penalty: 4996.970703
	Iteration 35Q: 3 clusters Score -2528559 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2528596.500000 Penalty: 4996.970703
	Iteration 36Q: 3 clusters Score -2528596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2528635.250000 Penalty: 4996.970703
	Iteration 37Q: 3 clusters Score -2528635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2528677.750000 Penalty: 4996.970703
	Iteration 38Q: 3 clusters Score -2528678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2528723.000000 Penalty: 4996.970703
	Iteration 39Q: 3 clusters Score -2528723 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2528764.250000 Penalty: 4996.970703
	Iteration 40F: 3 clusters Score -2528764 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2528827.000000 Penalty: 4996.970703
	Iteration 41Q: 3 clusters Score -2528827 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2528857.750000 Penalty: 4996.970703
	Iteration 42Q: 3 clusters Score -2528858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2528897.000000 Penalty: 4996.970703
	Iteration 43Q: 3 clusters Score -2528897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2528940.500000 Penalty: 4996.970703
	Iteration 44Q: 3 clusters Score -2528940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2528960.000000 Penalty: 4996.970703
	Iteration 45Q: 3 clusters Score -2528960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2528990.500000 Penalty: 4996.970703
	Iteration 46Q: 3 clusters Score -2528990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2529025.750000 Penalty: 4996.970703
	Iteration 47Q: 3 clusters Score -2529026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2529052.000000 Penalty: 4996.970703
	Iteration 48Q: 3 clusters Score -2529052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2529074.500000 Penalty: 4996.970703
	Iteration 49Q: 3 clusters Score -2529074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2529077.750000 Penalty: 4996.970703
	Iteration 50Q: 3 clusters Score -2529078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2529092.000000 Penalty: 4996.970703
	Iteration 51Q: 3 clusters Score -2529092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2529096.000000 Penalty: 4996.970703
	Iteration 52Q: 3 clusters Score -2529096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2529107.500000 Penalty: 4996.970703
	Iteration 53Q: 3 clusters Score -2529108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2529126.750000 Penalty: 4996.970703
	Iteration 54Q: 3 clusters Score -2529127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2529135.500000 Penalty: 4996.970703
	Iteration 55Q: 3 clusters Score -2529136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2529144.750000 Penalty: 4996.970703
	Iteration 56Q: 3 clusters Score -2529145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2529143.000000 Penalty: 4996.970703
	Iteration 57Q: 3 clusters Score -2529143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2529149.750000 Penalty: 4996.970703
	Iteration 58Q: 3 clusters Score -2529150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2529153.500000 Penalty: 4996.970703
	Iteration 59Q: 3 clusters Score -2529154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2529150.000000 Penalty: 4996.970703
	Iteration 60F: 3 clusters Score -2529150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2529154.500000 Penalty: 4996.970703
	Iteration 61Q: 3 clusters Score -2529154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2529163.250000 Penalty: 4996.970703
	Iteration 62Q: 3 clusters Score -2529163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2529168.750000 Penalty: 4996.970703
	Iteration 63Q: 3 clusters Score -2529169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2529172.250000 Penalty: 4996.970703
	Iteration 64Q: 3 clusters Score -2529172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2529172.250000 Penalty: 4996.970703
	Iteration 65Q: 3 clusters Score -2529172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2529169.250000 Penalty: 4996.970703
	Iteration 66Q: 3 clusters Score -2529169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2529174.750000 Penalty: 4996.970703
	Iteration 67Q: 3 clusters Score -2529175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2529173.250000 Penalty: 4996.970703
	Iteration 68Q: 3 clusters Score -2529173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2529179.000000 Penalty: 4996.970703
	Iteration 69Q: 3 clusters Score -2529179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2529182.250000 Penalty: 4996.970703
	Iteration 70Q: 3 clusters Score -2529182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2529190.000000 Penalty: 4996.970703
	Iteration 71Q: 3 clusters Score -2529190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2529198.750000 Penalty: 4996.970703
	Iteration 72Q: 3 clusters Score -2529199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2529213.000000 Penalty: 4996.970703
	Iteration 73Q: 3 clusters Score -2529213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2529227.500000 Penalty: 4996.970703
	Iteration 74Q: 3 clusters Score -2529228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2529243.250000 Penalty: 4996.970703
	Iteration 75Q: 3 clusters Score -2529243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2529240.750000 Penalty: 4996.970703
	Iteration 76Q: 3 clusters Score -2529241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2529247.750000 Penalty: 4996.970703
	Iteration 77Q: 3 clusters Score -2529248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2529252.250000 Penalty: 4996.970703
	Iteration 78Q: 3 clusters Score -2529252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2529258.250000 Penalty: 4996.970703
	Iteration 79Q: 3 clusters Score -2529258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2529263.500000 Penalty: 4996.970703
	Iteration 80F: 3 clusters Score -2529264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2529267.000000 Penalty: 4996.970703
	Iteration 81Q: 3 clusters Score -2529267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2529267.000000 Penalty: 4996.970703
	Iteration 82Q: 3 clusters Score -2529267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2529275.500000 Penalty: 4996.970703
	Iteration 83Q: 3 clusters Score -2529276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2529278.750000 Penalty: 4996.970703
	Iteration 84Q: 3 clusters Score -2529279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2529275.000000 Penalty: 4996.970703
	Iteration 85Q: 3 clusters Score -2529275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2529279.750000 Penalty: 4996.970703
	Iteration 86Q: 3 clusters Score -2529280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2529282.250000 Penalty: 4996.970703
	Iteration 87Q: 3 clusters Score -2529282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2529282.250000 Penalty: 4996.970703
	Iteration 88Q: 3 clusters Score -2529282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2529282.000000 Penalty: 4996.970703
	Iteration 89Q: 3 clusters Score -2529282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2529277.250000 Penalty: 4996.970703
	Iteration 90Q: 3 clusters Score -2529277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2529279.750000 Penalty: 4996.970703
	Iteration 91Q: 3 clusters Score -2529280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2529281.000000 Penalty: 4996.970703
	Iteration 92Q: 3 clusters Score -2529281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2529281.250000 Penalty: 4996.970703
	Iteration 93Q: 3 clusters Score -2529281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2529279.250000 Penalty: 4996.970703
	Iteration 94Q: 3 clusters Score -2529279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2529279.250000 Penalty: 4996.970703
	Iteration 95F: 3 clusters Score -2529279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Entering Unmasked Estep 
Score: -5788143.000000 Penalty: 2681.832520
	Iteration 0F: 2 clusters Score -5788143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5754653.000000 Penalty: 5363.665039
	Iteration 0F: 3 clusters Score -5754653 nChanged 23042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5767453.500000 Penalty: 5363.665039
	Iteration 1F: 3 clusters Score -5767454 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5767958.000000 Penalty: 5363.665039
	Iteration 2Q: 3 clusters Score -5767958 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5768435.000000 Penalty: 5363.665039
	Iteration 3Q: 3 clusters Score -5768435 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5769062.500000 Penalty: 5363.665039
	Iteration 4Q: 3 clusters Score -5769062 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5769906.000000 Penalty: 5363.665039
	Iteration 5Q: 3 clusters Score -5769906 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5771165.000000 Penalty: 5363.665039
	Iteration 6Q: 3 clusters Score -5771165 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5772973.000000 Penalty: 5363.665039
	Iteration 7F: 3 clusters Score -5772973 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5775457.500000 Penalty: 5363.665039
	Iteration 8F: 3 clusters Score -5775458 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -5778141.000000 Penalty: 5363.665039
	Iteration 9F: 3 clusters Score -5778141 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5780625.500000 Penalty: 5363.665039
	Iteration 10F: 3 clusters Score -5780626 nChanged 2067
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5782484 nChanged 1453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5783654 nChanged 1006
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5785952 nChanged 571
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Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5786706 nChanged 426
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Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5786912 nChanged 352
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Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5787066 nChanged 307
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Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5787184 nChanged 254
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Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5787248 nChanged 185
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Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5787288 nChanged 169
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Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5787309 nChanged 149
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Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5787340 nChanged 129
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Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5787364 nChanged 121
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Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5787408 nChanged 91
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Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5787415 nChanged 85
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Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5787429 nChanged 71
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Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5787427 nChanged 61
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5787444 nChanged 58
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Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5787458 nChanged 54
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Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5787470 nChanged 64
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Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5787468 nChanged 64
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Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5787480 nChanged 75
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Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5787494 nChanged 67
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5787504 nChanged 52
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Mstep: Class 1 contains 7202 members 
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	Iteration 37Q: 3 clusters Score -5787505 nChanged 57
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Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7308 members 
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Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7400 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7444 members 
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	Iteration 42Q: 3 clusters Score -5787526 nChanged 39
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Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7526 members 
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Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 42129 members 
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Mstep: Class 1 contains 7614 members 
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5787560 nChanged 36
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Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 42021 members 
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	Iteration 48Q: 3 clusters Score -5787566 nChanged 26
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Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5787576 nChanged 20
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5787570 nChanged 21
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Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 41956 members 
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	Iteration 51Q: 3 clusters Score -5787576 nChanged 25
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 41931 members 
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	Iteration 52Q: 3 clusters Score -5787574 nChanged 20
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Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 41911 members 
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	Iteration 53Q: 3 clusters Score -5787568 nChanged 19
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Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 41894 members 
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	Iteration 54Q: 3 clusters Score -5787567 nChanged 17
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Mstep: Class 1 contains 7827 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5787570 nChanged 11
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Mstep: Class 1 contains 7838 members 
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Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 41853 members 
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	Iteration 57Q: 3 clusters Score -5787567 nChanged 20
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Mstep: Class 1 contains 7869 members 
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	Iteration 58Q: 3 clusters Score -5787570 nChanged 17
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Mstep: Class 1 contains 7884 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5787579 nChanged 12
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Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5787582 nChanged 13
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Mstep: Class 1 contains 7909 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5787591 nChanged 19
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Mstep: Class 1 contains 7926 members 
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	Iteration 62Q: 3 clusters Score -5787588 nChanged 18
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Mstep: Class 1 contains 7944 members 
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	Iteration 63Q: 3 clusters Score -5787591 nChanged 19
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Mstep: Class 1 contains 7963 members 
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	Iteration 64Q: 3 clusters Score -5787588 nChanged 24
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Mstep: Class 1 contains 7987 members 
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	Iteration 65Q: 3 clusters Score -5787588 nChanged 21
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Mstep: Class 1 contains 8008 members 
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	Iteration 66Q: 3 clusters Score -5787587 nChanged 23
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Mstep: Class 1 contains 8031 members 
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	Iteration 67Q: 3 clusters Score -5787588 nChanged 16
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	Iteration 68Q: 3 clusters Score -5787587 nChanged 19
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Mstep: Class 1 contains 8064 members 
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	Iteration 69Q: 3 clusters Score -5787586 nChanged 23
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	Iteration 70Q: 3 clusters Score -5787578 nChanged 17
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	Iteration 71Q: 3 clusters Score -5787575 nChanged 11
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Mstep: Class 1 contains 8113 members 
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	Iteration 72Q: 3 clusters Score -5787579 nChanged 10
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Mstep: Class 1 contains 8121 members 
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	Iteration 73Q: 3 clusters Score -5787578 nChanged 9
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Mstep: Class 1 contains 8130 members 
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	Iteration 74Q: 3 clusters Score -5787576 nChanged 5
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Mstep: Class 1 contains 8135 members 
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	Iteration 75Q: 3 clusters Score -5787576 nChanged 10
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Mstep: Class 1 contains 8145 members 
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	Iteration 76Q: 3 clusters Score -5787568 nChanged 12
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Mstep: Class 1 contains 8157 members 
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	Iteration 77Q: 3 clusters Score -5787560 nChanged 9
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Mstep: Class 1 contains 8166 members 
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	Iteration 78Q: 3 clusters Score -5787560 nChanged 7
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Mstep: Class 1 contains 8173 members 
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	Iteration 79Q: 3 clusters Score -5787556 nChanged 4
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	Iteration 80F: 3 clusters Score -5787563 nChanged 5
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Mstep: Class 1 contains 8182 members 
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	Iteration 81Q: 3 clusters Score -5787562 nChanged 6
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Mstep: Class 1 contains 8188 members 
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	Iteration 82Q: 3 clusters Score -5787562 nChanged 6
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Mstep: Class 1 contains 8194 members 
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	Iteration 83Q: 3 clusters Score -5787564 nChanged 3
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Mstep: Class 1 contains 8197 members 
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	Iteration 84Q: 3 clusters Score -5787564 nChanged 4
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Mstep: Class 1 contains 8201 members 
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	Iteration 85Q: 3 clusters Score -5787562 nChanged 3
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	Iteration 86Q: 3 clusters Score -5787568 nChanged 3
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	Iteration 87Q: 3 clusters Score -5787568 nChanged 5
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	Iteration 88Q: 3 clusters Score -5787565 nChanged 5
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	Iteration 89Q: 3 clusters Score -5787560 nChanged 8
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	Iteration 90Q: 3 clusters Score -5787566 nChanged 10
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	Iteration 91Q: 3 clusters Score -5787570 nChanged 8
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Mstep: Class 1 contains 8243 members 
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	Iteration 92Q: 3 clusters Score -5787568 nChanged 7
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Mstep: Class 1 contains 8250 members 
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	Iteration 93Q: 3 clusters Score -5787568 nChanged 7
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	Iteration 94Q: 3 clusters Score -5787568 nChanged 6
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Mstep: Class 1 contains 8263 members 
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	Iteration 95Q: 3 clusters Score -5787565 nChanged 3
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	Iteration 96Q: 3 clusters Score -5787570 nChanged 3
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	Iteration 97Q: 3 clusters Score -5787576 nChanged 3
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	Iteration 98Q: 3 clusters Score -5787576 nChanged 6
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	Iteration 99Q: 3 clusters Score -5787578 nChanged 5
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	Iteration 100F: 3 clusters Score -5787572 nChanged 9
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	Iteration 101Q: 3 clusters Score -5787568 nChanged 10
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	Iteration 102Q: 3 clusters Score -5787564 nChanged 10
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Score: -5787563.500000 Penalty: 5363.665039
	Iteration 103Q: 3 clusters Score -5787564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5787570.500000 Penalty: 5363.665039
	Iteration 104Q: 3 clusters Score -5787570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5787567.000000 Penalty: 5363.665039
	Iteration 105Q: 3 clusters Score -5787567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5787579.000000 Penalty: 5363.665039
	Iteration 106Q: 3 clusters Score -5787579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -5787575.000000 Penalty: 5363.665039
	Iteration 107Q: 3 clusters Score -5787575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5787563.000000 Penalty: 5363.665039
	Iteration 108Q: 3 clusters Score -5787563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5787569.000000 Penalty: 5363.665039
	Iteration 109Q: 3 clusters Score -5787569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5787570.500000 Penalty: 5363.665039
	Iteration 110Q: 3 clusters Score -5787570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5787568.000000 Penalty: 5363.665039
	Iteration 111Q: 3 clusters Score -5787568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5787571.000000 Penalty: 5363.665039
	Iteration 112Q: 3 clusters Score -5787571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5787572.000000 Penalty: 5363.665039
	Iteration 113Q: 3 clusters Score -5787572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5787572.000000 Penalty: 5363.665039
	Iteration 114Q: 3 clusters Score -5787572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5787568.000000 Penalty: 5363.665039
	Iteration 115Q: 3 clusters Score -5787568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5787567.500000 Penalty: 5363.665039
	Iteration 116Q: 3 clusters Score -5787568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5787565.000000 Penalty: 5363.665039
	Iteration 117Q: 3 clusters Score -5787565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5787568.000000 Penalty: 5363.665039
	Iteration 118Q: 3 clusters Score -5787568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5787567.500000 Penalty: 5363.665039
	Iteration 119Q: 3 clusters Score -5787568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5787568.500000 Penalty: 5363.665039
	Iteration 120F: 3 clusters Score -5787568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (145600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145600 members 
Entering Unmasked Estep 
Score: -16816998.000000 Penalty: 2948.377441
	Iteration 0F: 2 clusters Score -1.6817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -16719813.000000 Penalty: 5896.754883
	Iteration 0F: 3 clusters Score -1.671981e+07 nChanged 69345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -16759353.000000 Penalty: 5896.754883
	Iteration 1F: 3 clusters Score -1.675935e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -16760206.000000 Penalty: 5896.754883
	Iteration 2Q: 3 clusters Score -1.676021e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -16760951.000000 Penalty: 5896.754883
	Iteration 3Q: 3 clusters Score -1.676095e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -16761846.000000 Penalty: 5896.754883
	Iteration 4Q: 3 clusters Score -1.676185e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -16762995.000000 Penalty: 5896.754883
	Iteration 5Q: 3 clusters Score -1.6763e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -16764876.000000 Penalty: 5896.754883
	Iteration 6Q: 3 clusters Score -1.676488e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -16768010.000000 Penalty: 5896.754883
	Iteration 7Q: 3 clusters Score -1.676801e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -16773070.000000 Penalty: 5896.754883
	Iteration 8F: 3 clusters Score -1.677307e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -16780656.000000 Penalty: 5896.754883
	Iteration 9F: 3 clusters Score -1.678066e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -16789360.000000 Penalty: 5896.754883
	Iteration 10F: 3 clusters Score -1.678936e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -16797644.000000 Penalty: 5896.754883
	Iteration 11F: 3 clusters Score -1.679764e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128358 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -16804452.000000 Penalty: 5896.754883
	Iteration 12Q: 3 clusters Score -1.680445e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131911 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -16808782.000000 Penalty: 5896.754883
	Iteration 13Q: 3 clusters Score -1.680878e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -16811156.000000 Penalty: 5896.754883
	Iteration 14Q: 3 clusters Score -1.681116e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -16812542.000000 Penalty: 5896.754883
	Iteration 15Q: 3 clusters Score -1.681254e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -16813262.000000 Penalty: 5896.754883
	Iteration 16Q: 3 clusters Score -1.681326e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -16813564.000000 Penalty: 5896.754883
	Iteration 17Q: 3 clusters Score -1.681356e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -16813722.000000 Penalty: 5896.754883
	Iteration 18Q: 3 clusters Score -1.681372e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135162 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -16813878.000000 Penalty: 5896.754883
	Iteration 19Q: 3 clusters Score -1.681388e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135264 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -16814044.000000 Penalty: 5896.754883
	Iteration 20F: 3 clusters Score -1.681404e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -16814142.000000 Penalty: 5896.754883
	Iteration 21Q: 3 clusters Score -1.681414e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -16814196.000000 Penalty: 5896.754883
	Iteration 22Q: 3 clusters Score -1.68142e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -16814310.000000 Penalty: 5896.754883
	Iteration 23Q: 3 clusters Score -1.681431e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135718 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -16814348.000000 Penalty: 5896.754883
	Iteration 24Q: 3 clusters Score -1.681435e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135803 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -16814374.000000 Penalty: 5896.754883
	Iteration 25Q: 3 clusters Score -1.681437e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -16814424.000000 Penalty: 5896.754883
	Iteration 26Q: 3 clusters Score -1.681442e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135979 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -16814538.000000 Penalty: 5896.754883
	Iteration 27Q: 3 clusters Score -1.681454e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136044 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -16814556.000000 Penalty: 5896.754883
	Iteration 28Q: 3 clusters Score -1.681456e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -16814620.000000 Penalty: 5896.754883
	Iteration 29Q: 3 clusters Score -1.681462e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136178 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -16814652.000000 Penalty: 5896.754883
	Iteration 30Q: 3 clusters Score -1.681465e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136229 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -16814672.000000 Penalty: 5896.754883
	Iteration 31Q: 3 clusters Score -1.681467e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -16814684.000000 Penalty: 5896.754883
	Iteration 32Q: 3 clusters Score -1.681468e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -16814694.000000 Penalty: 5896.754883
	Iteration 33Q: 3 clusters Score -1.681469e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -16814720.000000 Penalty: 5896.754883
	Iteration 34Q: 3 clusters Score -1.681472e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -16814694.000000 Penalty: 5896.754883
	Iteration 35Q: 3 clusters Score -1.681469e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136289 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -16814718.000000 Penalty: 5896.754883
	Iteration 36Q: 3 clusters Score -1.681472e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -16814760.000000 Penalty: 5896.754883
	Iteration 37Q: 3 clusters Score -1.681476e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -16814778.000000 Penalty: 5896.754883
	Iteration 38Q: 3 clusters Score -1.681478e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -16814780.000000 Penalty: 5896.754883
	Iteration 39Q: 3 clusters Score -1.681478e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -16814796.000000 Penalty: 5896.754883
	Iteration 40F: 3 clusters Score -1.68148e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -16814774.000000 Penalty: 5896.754883
	Iteration 41Q: 3 clusters Score -1.681477e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -16814804.000000 Penalty: 5896.754883
	Iteration 42Q: 3 clusters Score -1.68148e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -16814788.000000 Penalty: 5896.754883
	Iteration 43Q: 3 clusters Score -1.681479e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -16814800.000000 Penalty: 5896.754883
	Iteration 44Q: 3 clusters Score -1.68148e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136387 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -16814802.000000 Penalty: 5896.754883
	Iteration 45Q: 3 clusters Score -1.68148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -16814832.000000 Penalty: 5896.754883
	Iteration 46Q: 3 clusters Score -1.681483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -16814820.000000 Penalty: 5896.754883
	Iteration 47Q: 3 clusters Score -1.681482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136417 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -16814850.000000 Penalty: 5896.754883
	Iteration 48Q: 3 clusters Score -1.681485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136435 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -16814832.000000 Penalty: 5896.754883
	Iteration 49Q: 3 clusters Score -1.681483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -16814848.000000 Penalty: 5896.754883
	Iteration 50Q: 3 clusters Score -1.681485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -16814860.000000 Penalty: 5896.754883
	Iteration 51Q: 3 clusters Score -1.681486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -16814856.000000 Penalty: 5896.754883
	Iteration 52Q: 3 clusters Score -1.681486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -16814864.000000 Penalty: 5896.754883
	Iteration 53Q: 3 clusters Score -1.681486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -16814860.000000 Penalty: 5896.754883
	Iteration 54Q: 3 clusters Score -1.681486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136534 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -16814864.000000 Penalty: 5896.754883
	Iteration 55Q: 3 clusters Score -1.681486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -16814882.000000 Penalty: 5896.754883
	Iteration 56Q: 3 clusters Score -1.681488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -16814882.000000 Penalty: 5896.754883
	Iteration 57Q: 3 clusters Score -1.681488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -16814880.000000 Penalty: 5896.754883
	Iteration 58Q: 3 clusters Score -1.681488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136589 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -16814890.000000 Penalty: 5896.754883
	Iteration 59Q: 3 clusters Score -1.681489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -16814900.000000 Penalty: 5896.754883
	Iteration 60F: 3 clusters Score -1.68149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136615 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -16814900.000000 Penalty: 5896.754883
	Iteration 61Q: 3 clusters Score -1.68149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136624 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -16814886.000000 Penalty: 5896.754883
	Iteration 62Q: 3 clusters Score -1.681489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136628 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -16814880.000000 Penalty: 5896.754883
	Iteration 63Q: 3 clusters Score -1.681488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -16814866.000000 Penalty: 5896.754883
	Iteration 64Q: 3 clusters Score -1.681487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136635 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -16814872.000000 Penalty: 5896.754883
	Iteration 65Q: 3 clusters Score -1.681487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136639 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -16814872.000000 Penalty: 5896.754883
	Iteration 66Q: 3 clusters Score -1.681487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -16814870.000000 Penalty: 5896.754883
	Iteration 67Q: 3 clusters Score -1.681487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -16814864.000000 Penalty: 5896.754883
	Iteration 68Q: 3 clusters Score -1.681486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136656 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -16814860.000000 Penalty: 5896.754883
	Iteration 69Q: 3 clusters Score -1.681486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -16814864.000000 Penalty: 5896.754883
	Iteration 70Q: 3 clusters Score -1.681486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -16814866.000000 Penalty: 5896.754883
	Iteration 71Q: 3 clusters Score -1.681487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -16814872.000000 Penalty: 5896.754883
	Iteration 72Q: 3 clusters Score -1.681487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136670 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -16814878.000000 Penalty: 5896.754883
	Iteration 73Q: 3 clusters Score -1.681488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -16814866.000000 Penalty: 5896.754883
	Iteration 74Q: 3 clusters Score -1.681487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -16814862.000000 Penalty: 5896.754883
	Iteration 75Q: 3 clusters Score -1.681486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -16814872.000000 Penalty: 5896.754883
	Iteration 76Q: 3 clusters Score -1.681487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136705 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -16814858.000000 Penalty: 5896.754883
	Iteration 77Q: 3 clusters Score -1.681486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -16814862.000000 Penalty: 5896.754883
	Iteration 78Q: 3 clusters Score -1.681486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -16814864.000000 Penalty: 5896.754883
	Iteration 79Q: 3 clusters Score -1.681486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -16814866.000000 Penalty: 5896.754883
	Iteration 80F: 3 clusters Score -1.681487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136734 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -16814860.000000 Penalty: 5896.754883
	Iteration 81Q: 3 clusters Score -1.681486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136743 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -16814866.000000 Penalty: 5896.754883
	Iteration 82Q: 3 clusters Score -1.681487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -16814850.000000 Penalty: 5896.754883
	Iteration 83Q: 3 clusters Score -1.681485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -16814876.000000 Penalty: 5896.754883
	Iteration 84Q: 3 clusters Score -1.681488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136760 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -16814884.000000 Penalty: 5896.754883
	Iteration 85Q: 3 clusters Score -1.681488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -16814872.000000 Penalty: 5896.754883
	Iteration 86Q: 3 clusters Score -1.681487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -16814888.000000 Penalty: 5896.754883
	Iteration 87Q: 3 clusters Score -1.681489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -16814896.000000 Penalty: 5896.754883
	Iteration 88Q: 3 clusters Score -1.68149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -16814886.000000 Penalty: 5896.754883
	Iteration 89Q: 3 clusters Score -1.681489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136771 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -16814890.000000 Penalty: 5896.754883
	Iteration 90Q: 3 clusters Score -1.681489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -16814896.000000 Penalty: 5896.754883
	Iteration 91Q: 3 clusters Score -1.68149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -16814890.000000 Penalty: 5896.754883
	Iteration 92Q: 3 clusters Score -1.681489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -16814880.000000 Penalty: 5896.754883
	Iteration 93Q: 3 clusters Score -1.681488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -16814882.000000 Penalty: 5896.754883
	Iteration 94Q: 3 clusters Score -1.681488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136784 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -16814896.000000 Penalty: 5896.754883
	Iteration 95Q: 3 clusters Score -1.68149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -16814898.000000 Penalty: 5896.754883
	Iteration 96Q: 3 clusters Score -1.68149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -16814898.000000 Penalty: 5896.754883
	Iteration 97Q: 3 clusters Score -1.68149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -16814900.000000 Penalty: 5896.754883
	Iteration 98Q: 3 clusters Score -1.68149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136796 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -16814900.000000 Penalty: 5896.754883
	Iteration 99Q: 3 clusters Score -1.68149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136796 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -16814900.000000 Penalty: 5896.754883
	Iteration 100F: 3 clusters Score -1.68149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -123455.039062 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -123455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -121358.750000 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -121358.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122306.976562 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -122307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123232.867188 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -123232.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -124314.742188 Penalty: 3563.951904
	Iteration 3F: 3 clusters Score -124314.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -125502.617188 Penalty: 3563.951904
	Iteration 4F: 3 clusters Score -125502.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -125868.640625 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -125868.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -125945.367188 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -125945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -125988.492188 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -125988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -126058.570312 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -126058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -126069.406250 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -126069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -126075.484375 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -126075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -126075.484375 Penalty: 3563.951904
	Iteration 11F: 3 clusters Score -126075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305477 members 
Mstep: Class 22 contains 158 members 
Entering Unmasked Estep 
Score: -114483416.000000 Penalty: 75469.992188
Splitting cluster 17 changes total score from -114479752.000000 to -114483416.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -145313.312500 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -145313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143183.093750 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -143183.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143700.390625 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -143700.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144015.437500 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -144015.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144532.234375 Penalty: 3600.172607
	Iteration 3F: 3 clusters Score -144532.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -145101.218750 Penalty: 3600.172607
	Iteration 4F: 3 clusters Score -145101.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -145558.078125 Penalty: 3600.172607
	Iteration 5F: 3 clusters Score -145558.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -145694.812500 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -145694.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -145761.843750 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -145761.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -145801.046875 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -145801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145838.687500 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -145838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -145867.343750 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -145867.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145894.250000 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -145894.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145930.234375 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -145930.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145962.109375 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -145962.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146007.859375 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -146007.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146034.765625 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -146034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146051.421875 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -146051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146063.234375 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -146063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146073.000000 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -146073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -146080.531250 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -146080.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -146088.421875 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -146088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -146090.906250 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -146090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146092.781250 Penalty: 3600.172607
	Iteration 22Q: 3 clusters Score -146092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -146095.421875 Penalty: 3600.172607
	Iteration 23Q: 3 clusters Score -146095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -146096.859375 Penalty: 3600.172607
	Iteration 24Q: 3 clusters Score -146096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146100.828125 Penalty: 3600.172607
	Iteration 25Q: 3 clusters Score -146100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -146105.937500 Penalty: 3600.172607
	Iteration 26Q: 3 clusters Score -146105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -146105.937500 Penalty: 3600.172607
	Iteration 27F: 3 clusters Score -146105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 3 contains 44617 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 759 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305477 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 661 members 
Entering Unmasked Estep 
Score: -114482280.000000 Penalty: 78900.445312
Splitting cluster 19 changes total score from -114479752.000000 to -114482280.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 193518 members 
Mstep: Class 4 contains 1767 members 
Mstep: Class 5 contains 33208 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 142514 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 31744 members 
Mstep: Class 14 contains 23731 members 
Mstep: Class 15 contains 49704 members 
Mstep: Class 16 contains 145600 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 19 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114485456.000000 Penalty: 78900.445312
Iteration 39Q: 24 clusters Score -1.144855e+08 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 195014 members 
Mstep: Class 3 contains 44419 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 34079 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 144322 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 314 members 
Mstep: Class 10 contains 123 members 
Mstep: Class 11 contains 18180 members 
Mstep: Class 12 contains 4094 members 
Mstep: Class 13 contains 32110 members 
Mstep: Class 14 contains 23874 members 
Mstep: Class 15 contains 49916 members 
Mstep: Class 16 contains 143917 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 301558 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114491976.000000 Penalty: 78900.445312
Iteration 40F: 24 clusters Score -1.14492e+08 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 196127 members 
Mstep: Class 3 contains 44768 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 34036 members 
Mstep: Class 6 contains 8274 members 
Mstep: Class 7 contains 144757 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17994 members 
Mstep: Class 12 contains 4500 members 
Mstep: Class 13 contains 32453 members 
Mstep: Class 14 contains 23661 members 
Mstep: Class 15 contains 49742 members 
Mstep: Class 16 contains 141431 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 301976 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114494088.000000 Penalty: 78900.445312
Iteration 41Q: 24 clusters Score -1.144941e+08 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 197387 members 
Mstep: Class 3 contains 44901 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 33920 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 7 contains 145064 members 
Mstep: Class 8 contains 1775 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 32740 members 
Mstep: Class 14 contains 23561 members 
Mstep: Class 15 contains 49616 members 
Mstep: Class 16 contains 138954 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 302466 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114495640.000000 Penalty: 78900.445312
Iteration 42Q: 24 clusters Score -1.144956e+08 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 198715 members 
Mstep: Class 3 contains 44972 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 33816 members 
Mstep: Class 6 contains 8190 members 
Mstep: Class 7 contains 145283 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17778 members 
Mstep: Class 12 contains 5266 members 
Mstep: Class 13 contains 32939 members 
Mstep: Class 14 contains 23499 members 
Mstep: Class 15 contains 49547 members 
Mstep: Class 16 contains 136484 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 302929 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114496296.000000 Penalty: 78900.445312
Iteration 43Q: 24 clusters Score -1.144963e+08 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 200094 members 
Mstep: Class 3 contains 45054 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 33737 members 
Mstep: Class 6 contains 8174 members 
Mstep: Class 7 contains 145367 members 
Mstep: Class 8 contains 1767 members 
Mstep: Class 9 contains 303 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17705 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 33128 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 49516 members 
Mstep: Class 16 contains 134017 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 303355 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114496856.000000 Penalty: 78900.445312
Iteration 44Q: 24 clusters Score -1.144969e+08 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 201694 members 
Mstep: Class 3 contains 45110 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 33696 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 7 contains 145392 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17645 members 
Mstep: Class 12 contains 6131 members 
Mstep: Class 13 contains 33284 members 
Mstep: Class 14 contains 23427 members 
Mstep: Class 15 contains 49490 members 
Mstep: Class 16 contains 131403 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 303722 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114497736.000000 Penalty: 78900.445312
Iteration 45Q: 24 clusters Score -1.144977e+08 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 203451 members 
Mstep: Class 3 contains 45167 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 33676 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 145326 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 33409 members 
Mstep: Class 14 contains 23422 members 
Mstep: Class 15 contains 49437 members 
Mstep: Class 16 contains 128783 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 304071 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114497888.000000 Penalty: 78900.445312
Iteration 46Q: 24 clusters Score -1.144979e+08 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 205488 members 
Mstep: Class 3 contains 45201 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 33679 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 145160 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 299 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17522 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 33524 members 
Mstep: Class 14 contains 23394 members 
Mstep: Class 15 contains 49395 members 
Mstep: Class 16 contains 126002 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 304385 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114499536.000000 Penalty: 78900.445312
Iteration 47Q: 24 clusters Score -1.144995e+08 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 207478 members 
Mstep: Class 3 contains 45235 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 33706 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 144923 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 33616 members 
Mstep: Class 14 contains 23370 members 
Mstep: Class 15 contains 49350 members 
Mstep: Class 16 contains 123306 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2728 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 304707 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114499856.000000 Penalty: 78900.445312
Iteration 48Q: 24 clusters Score -1.144999e+08 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 209598 members 
Mstep: Class 3 contains 45242 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 33715 members 
Mstep: Class 6 contains 8145 members 
Mstep: Class 7 contains 144664 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17445 members 
Mstep: Class 12 contains 8049 members 
Mstep: Class 13 contains 33709 members 
Mstep: Class 14 contains 23388 members 
Mstep: Class 15 contains 49293 members 
Mstep: Class 16 contains 120497 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305045 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114501336.000000 Penalty: 78900.445312
Iteration 49Q: 24 clusters Score -1.145013e+08 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 211685 members 
Mstep: Class 3 contains 45252 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33714 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 144416 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 33766 members 
Mstep: Class 14 contains 23391 members 
Mstep: Class 15 contains 49195 members 
Mstep: Class 16 contains 117836 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305332 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114501912.000000 Penalty: 78900.445312
Iteration 50Q: 24 clusters Score -1.145019e+08 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 213819 members 
Mstep: Class 3 contains 45280 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33719 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 144157 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17407 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 33825 members 
Mstep: Class 14 contains 23386 members 
Mstep: Class 15 contains 48984 members 
Mstep: Class 16 contains 115270 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305572 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114501536.000000 Penalty: 78900.445312
Iteration 51Q: 24 clusters Score -1.145015e+08 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 215934 members 
Mstep: Class 3 contains 45299 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33720 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 7 contains 143897 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 33881 members 
Mstep: Class 14 contains 23385 members 
Mstep: Class 15 contains 48847 members 
Mstep: Class 16 contains 112674 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 305835 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114501928.000000 Penalty: 78900.445312
Iteration 52Q: 24 clusters Score -1.145019e+08 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 217972 members 
Mstep: Class 3 contains 45331 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33730 members 
Mstep: Class 6 contains 8134 members 
Mstep: Class 7 contains 143624 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17375 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 33934 members 
Mstep: Class 14 contains 23376 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 110168 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2963 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 306102 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114501888.000000 Penalty: 78900.445312
Iteration 53Q: 24 clusters Score -1.145019e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 219887 members 
Mstep: Class 3 contains 45351 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33737 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 143379 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17365 members 
Mstep: Class 12 contains 10528 members 
Mstep: Class 13 contains 33984 members 
Mstep: Class 14 contains 23407 members 
Mstep: Class 15 contains 48632 members 
Mstep: Class 16 contains 107784 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 306353 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114502152.000000 Penalty: 78900.445312
Iteration 54Q: 24 clusters Score -1.145022e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 221789 members 
Mstep: Class 3 contains 45337 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33738 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 143216 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 34034 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 48480 members 
Mstep: Class 16 contains 105453 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 306521 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114502352.000000 Penalty: 78900.445312
Iteration 55Q: 24 clusters Score -1.145024e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 223761 members 
Mstep: Class 3 contains 45324 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33734 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 143024 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17343 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 13 contains 34095 members 
Mstep: Class 14 contains 23483 members 
Mstep: Class 15 contains 48296 members 
Mstep: Class 16 contains 103063 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 306750 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114502984.000000 Penalty: 78900.445312
Iteration 56Q: 24 clusters Score -1.14503e+08 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 225720 members 
Mstep: Class 3 contains 45307 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 33733 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 7 contains 142852 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17336 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 34139 members 
Mstep: Class 14 contains 23550 members 
Mstep: Class 15 contains 48124 members 
Mstep: Class 16 contains 100700 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 306935 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114503448.000000 Penalty: 78900.445312
Iteration 57Q: 24 clusters Score -1.145034e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 227687 members 
Mstep: Class 3 contains 45326 members 
Mstep: Class 4 contains 1876 members 
Mstep: Class 5 contains 33728 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 142642 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 12303 members 
Mstep: Class 13 contains 34197 members 
Mstep: Class 14 contains 23612 members 
Mstep: Class 15 contains 47993 members 
Mstep: Class 16 contains 98318 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3108 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 307116 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114503560.000000 Penalty: 78900.445312
Iteration 58Q: 24 clusters Score -1.145036e+08 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 229582 members 
Mstep: Class 3 contains 45341 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 33728 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 142461 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 12633 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 14 contains 23703 members 
Mstep: Class 15 contains 47933 members 
Mstep: Class 16 contains 96012 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3125 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 307280 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114503472.000000 Penalty: 78900.445312
Iteration 59Q: 24 clusters Score -1.145035e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 231472 members 
Mstep: Class 3 contains 45367 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 33726 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 142355 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 17315 members 
Mstep: Class 12 contains 12907 members 
Mstep: Class 13 contains 34277 members 
Mstep: Class 14 contains 23764 members 
Mstep: Class 15 contains 47868 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 838 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 307462 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114504672.000000 Penalty: 78900.445312
Iteration 60F: 24 clusters Score -1.145047e+08 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1127 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 233384 members 
Mstep: Class 3 contains 45383 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 33720 members 
Mstep: Class 6 contains 8172 members 
Mstep: Class 7 contains 142296 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 13780 members 
Mstep: Class 13 contains 34318 members 
Mstep: Class 14 contains 23803 members 
Mstep: Class 15 contains 47214 members 
Mstep: Class 16 contains 91322 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 307634 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114505728.000000 Penalty: 78900.445312
Iteration 61Q: 24 clusters Score -1.145057e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 235301 members 
Mstep: Class 3 contains 45429 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 33728 members 
Mstep: Class 6 contains 8170 members 
Mstep: Class 7 contains 142354 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 17294 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 34372 members 
Mstep: Class 14 contains 23872 members 
Mstep: Class 15 contains 46528 members 
Mstep: Class 16 contains 88905 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 307723 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114507280.000000 Penalty: 78900.445312
Iteration 62Q: 24 clusters Score -1.145073e+08 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 237214 members 
Mstep: Class 3 contains 45457 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 33723 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 142505 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17301 members 
Mstep: Class 12 contains 15449 members 
Mstep: Class 13 contains 34411 members 
Mstep: Class 14 contains 23918 members 
Mstep: Class 15 contains 45827 members 
Mstep: Class 16 contains 86401 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 307891 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114507992.000000 Penalty: 78900.445312
Iteration 63Q: 24 clusters Score -1.14508e+08 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 239147 members 
Mstep: Class 3 contains 45508 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 33723 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 7 contains 142719 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17300 members 
Mstep: Class 12 contains 16195 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 23980 members 
Mstep: Class 15 contains 45194 members 
Mstep: Class 16 contains 83770 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 308089 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114509320.000000 Penalty: 78900.445312
Iteration 64Q: 24 clusters Score -1.145093e+08 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 241085 members 
Mstep: Class 3 contains 45570 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33728 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 143066 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17299 members 
Mstep: Class 12 contains 16903 members 
Mstep: Class 13 contains 34477 members 
Mstep: Class 14 contains 24015 members 
Mstep: Class 15 contains 44617 members 
Mstep: Class 16 contains 80965 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 308279 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114510800.000000 Penalty: 78900.445312
Iteration 65Q: 24 clusters Score -1.145108e+08 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 243001 members 
Mstep: Class 3 contains 45678 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33719 members 
Mstep: Class 6 contains 8190 members 
Mstep: Class 7 contains 143538 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17310 members 
Mstep: Class 12 contains 17512 members 
Mstep: Class 13 contains 34510 members 
Mstep: Class 14 contains 24034 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 78013 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 308569 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114513136.000000 Penalty: 78900.445312
Iteration 66Q: 24 clusters Score -1.145131e+08 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 244923 members 
Mstep: Class 3 contains 45785 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33709 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 144093 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17313 members 
Mstep: Class 12 contains 18055 members 
Mstep: Class 13 contains 34541 members 
Mstep: Class 14 contains 24040 members 
Mstep: Class 15 contains 43621 members 
Mstep: Class 16 contains 74988 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 308861 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114515224.000000 Penalty: 78900.445312
Iteration 67Q: 24 clusters Score -1.145152e+08 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 246528 members 
Mstep: Class 3 contains 45903 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33709 members 
Mstep: Class 6 contains 8183 members 
Mstep: Class 7 contains 144799 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17312 members 
Mstep: Class 12 contains 18524 members 
Mstep: Class 13 contains 34542 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 43225 members 
Mstep: Class 16 contains 72141 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309141 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114518344.000000 Penalty: 78900.445312
Iteration 68Q: 24 clusters Score -1.145183e+08 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 247724 members 
Mstep: Class 3 contains 46018 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33696 members 
Mstep: Class 6 contains 8186 members 
Mstep: Class 7 contains 145494 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 18915 members 
Mstep: Class 13 contains 34547 members 
Mstep: Class 14 contains 24134 members 
Mstep: Class 15 contains 42919 members 
Mstep: Class 16 contains 69709 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3431 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309409 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114520528.000000 Penalty: 78900.445312
Iteration 69Q: 24 clusters Score -1.145205e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 248317 members 
Mstep: Class 3 contains 46182 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33686 members 
Mstep: Class 6 contains 8187 members 
Mstep: Class 7 contains 146226 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17282 members 
Mstep: Class 12 contains 19242 members 
Mstep: Class 13 contains 34548 members 
Mstep: Class 14 contains 24202 members 
Mstep: Class 15 contains 42610 members 
Mstep: Class 16 contains 67937 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309607 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114521360.000000 Penalty: 78900.445312
Iteration 70Q: 24 clusters Score -1.145214e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 248468 members 
Mstep: Class 3 contains 46323 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33670 members 
Mstep: Class 6 contains 8189 members 
Mstep: Class 7 contains 146963 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17265 members 
Mstep: Class 12 contains 19501 members 
Mstep: Class 13 contains 34547 members 
Mstep: Class 14 contains 24226 members 
Mstep: Class 15 contains 42410 members 
Mstep: Class 16 contains 66707 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309734 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114521784.000000 Penalty: 78900.445312
Iteration 71Q: 24 clusters Score -1.145218e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 248468 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33668 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 147638 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 19710 members 
Mstep: Class 13 contains 34543 members 
Mstep: Class 14 contains 24237 members 
Mstep: Class 15 contains 42222 members 
Mstep: Class 16 contains 65859 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3505 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309812 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114522208.000000 Penalty: 78900.445312
Iteration 72Q: 24 clusters Score -1.145222e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 248344 members 
Mstep: Class 3 contains 46445 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33662 members 
Mstep: Class 6 contains 8170 members 
Mstep: Class 7 contains 148262 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 19897 members 
Mstep: Class 13 contains 34534 members 
Mstep: Class 14 contains 24225 members 
Mstep: Class 15 contains 42064 members 
Mstep: Class 16 contains 65273 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309845 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114522400.000000 Penalty: 78900.445312
Iteration 73Q: 24 clusters Score -1.145224e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 248211 members 
Mstep: Class 3 contains 46472 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33651 members 
Mstep: Class 6 contains 8165 members 
Mstep: Class 7 contains 148857 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17223 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 34509 members 
Mstep: Class 14 contains 24214 members 
Mstep: Class 15 contains 41899 members 
Mstep: Class 16 contains 64832 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309865 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114522760.000000 Penalty: 78900.445312
Iteration 74Q: 24 clusters Score -1.145228e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 248042 members 
Mstep: Class 3 contains 46505 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33649 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 149366 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17215 members 
Mstep: Class 12 contains 20171 members 
Mstep: Class 13 contains 34494 members 
Mstep: Class 14 contains 24214 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 64545 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309831 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114522840.000000 Penalty: 78900.445312
Iteration 75Q: 24 clusters Score -1.145228e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 247896 members 
Mstep: Class 3 contains 46521 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33640 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 149850 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17208 members 
Mstep: Class 12 contains 20284 members 
Mstep: Class 13 contains 34477 members 
Mstep: Class 14 contains 24201 members 
Mstep: Class 15 contains 41626 members 
Mstep: Class 16 contains 64303 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309751 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114522928.000000 Penalty: 78900.445312
Iteration 76Q: 24 clusters Score -1.145229e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 247749 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33638 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 150287 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17205 members 
Mstep: Class 12 contains 20381 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 24191 members 
Mstep: Class 15 contains 41538 members 
Mstep: Class 16 contains 64144 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309635 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114523208.000000 Penalty: 78900.445312
Iteration 77Q: 24 clusters Score -1.145232e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 247611 members 
Mstep: Class 3 contains 46507 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33632 members 
Mstep: Class 6 contains 8161 members 
Mstep: Class 7 contains 150697 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17203 members 
Mstep: Class 12 contains 20469 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 24187 members 
Mstep: Class 15 contains 41437 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 846 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309531 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114523352.000000 Penalty: 78900.445312
Iteration 78Q: 24 clusters Score -1.145234e+08 nChanged 847
Entering ConstructFrom: 
Score: -114523352.000000 Penalty: 78900.445312
Entering ConstructFrom: 
Trying to split cluster 1 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -745455.750000 Penalty: 2174.799316
	Iteration 0F: 2 clusters Score -745455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -740024.500000 Penalty: 4349.598633
	Iteration 0F: 3 clusters Score -740024.5 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -741463.562500 Penalty: 4349.598633
	Iteration 1F: 3 clusters Score -741463.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -741778.375000 Penalty: 4349.598633
	Iteration 2F: 3 clusters Score -741778.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -742033.812500 Penalty: 4349.598633
	Iteration 3F: 3 clusters Score -742033.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -742258.250000 Penalty: 4349.598633
	Iteration 4F: 3 clusters Score -742258.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -742484.375000 Penalty: 4349.598633
	Iteration 5F: 3 clusters Score -742484.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -742683.625000 Penalty: 4349.598633
	Iteration 6Q: 3 clusters Score -742683.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -742880.437500 Penalty: 4349.598633
	Iteration 7Q: 3 clusters Score -742880.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -743065.375000 Penalty: 4349.598633
	Iteration 8Q: 3 clusters Score -743065.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -743209.250000 Penalty: 4349.598633
	Iteration 9Q: 3 clusters Score -743209.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -743327.437500 Penalty: 4349.598633
	Iteration 10Q: 3 clusters Score -743327.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -743420.187500 Penalty: 4349.598633
	Iteration 11Q: 3 clusters Score -743420.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -743493.625000 Penalty: 4349.598633
	Iteration 12Q: 3 clusters Score -743493.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -743541.750000 Penalty: 4349.598633
	Iteration 13Q: 3 clusters Score -743541.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -743581.812500 Penalty: 4349.598633
	Iteration 14Q: 3 clusters Score -743581.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -743615.562500 Penalty: 4349.598633
	Iteration 15Q: 3 clusters Score -743615.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -743640.625000 Penalty: 4349.598633
	Iteration 16Q: 3 clusters Score -743640.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -743661.500000 Penalty: 4349.598633
	Iteration 17Q: 3 clusters Score -743661.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -743679.625000 Penalty: 4349.598633
	Iteration 18Q: 3 clusters Score -743679.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -743698.875000 Penalty: 4349.598633
	Iteration 19Q: 3 clusters Score -743698.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -743711.250000 Penalty: 4349.598633
	Iteration 20F: 3 clusters Score -743711.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -743720.312500 Penalty: 4349.598633
	Iteration 21Q: 3 clusters Score -743720.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -743730.562500 Penalty: 4349.598633
	Iteration 22Q: 3 clusters Score -743730.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -743742.812500 Penalty: 4349.598633
	Iteration 23Q: 3 clusters Score -743742.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -743751.687500 Penalty: 4349.598633
	Iteration 24Q: 3 clusters Score -743751.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -743759.312500 Penalty: 4349.598633
	Iteration 25Q: 3 clusters Score -743759.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -743764.375000 Penalty: 4349.598633
	Iteration 26Q: 3 clusters Score -743764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -743770.500000 Penalty: 4349.598633
	Iteration 27Q: 3 clusters Score -743770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -743772.562500 Penalty: 4349.598633
	Iteration 28Q: 3 clusters Score -743772.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -743779.750000 Penalty: 4349.598633
	Iteration 29Q: 3 clusters Score -743779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -743784.125000 Penalty: 4349.598633
	Iteration 30Q: 3 clusters Score -743784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -743788.875000 Penalty: 4349.598633
	Iteration 31Q: 3 clusters Score -743788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -743795.187500 Penalty: 4349.598633
	Iteration 32Q: 3 clusters Score -743795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -743798.125000 Penalty: 4349.598633
	Iteration 33Q: 3 clusters Score -743798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -743800.437500 Penalty: 4349.598633
	Iteration 34Q: 3 clusters Score -743800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -743803.875000 Penalty: 4349.598633
	Iteration 35Q: 3 clusters Score -743803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -743807.375000 Penalty: 4349.598633
	Iteration 36Q: 3 clusters Score -743807.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -743811.250000 Penalty: 4349.598633
	Iteration 37Q: 3 clusters Score -743811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -743814.250000 Penalty: 4349.598633
	Iteration 38Q: 3 clusters Score -743814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -743816.062500 Penalty: 4349.598633
	Iteration 39Q: 3 clusters Score -743816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -743819.437500 Penalty: 4349.598633
	Iteration 40F: 3 clusters Score -743819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -743820.687500 Penalty: 4349.598633
	Iteration 41Q: 3 clusters Score -743820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -743824.875000 Penalty: 4349.598633
	Iteration 42Q: 3 clusters Score -743824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -743826.312500 Penalty: 4349.598633
	Iteration 43Q: 3 clusters Score -743826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -743835.125000 Penalty: 4349.598633
	Iteration 44Q: 3 clusters Score -743835.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -743837.500000 Penalty: 4349.598633
	Iteration 45Q: 3 clusters Score -743837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -743843.562500 Penalty: 4349.598633
	Iteration 46Q: 3 clusters Score -743843.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -743854.625000 Penalty: 4349.598633
	Iteration 47Q: 3 clusters Score -743854.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -743865.687500 Penalty: 4349.598633
	Iteration 48Q: 3 clusters Score -743865.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -743874.562500 Penalty: 4349.598633
	Iteration 49Q: 3 clusters Score -743874.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -743881.750000 Penalty: 4349.598633
	Iteration 50Q: 3 clusters Score -743881.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -743890.062500 Penalty: 4349.598633
	Iteration 51Q: 3 clusters Score -743890.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -743896.812500 Penalty: 4349.598633
	Iteration 52Q: 3 clusters Score -743896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -743901.000000 Penalty: 4349.598633
	Iteration 53Q: 3 clusters Score -743901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -743901.375000 Penalty: 4349.598633
	Iteration 54Q: 3 clusters Score -743901.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -743905.437500 Penalty: 4349.598633
	Iteration 55Q: 3 clusters Score -743905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -743907.812500 Penalty: 4349.598633
	Iteration 56Q: 3 clusters Score -743907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -743911.312500 Penalty: 4349.598633
	Iteration 57Q: 3 clusters Score -743911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -743913.125000 Penalty: 4349.598633
	Iteration 58Q: 3 clusters Score -743913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -743915.937500 Penalty: 4349.598633
	Iteration 59Q: 3 clusters Score -743915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -743918.625000 Penalty: 4349.598633
	Iteration 60F: 3 clusters Score -743918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -743919.250000 Penalty: 4349.598633
	Iteration 61Q: 3 clusters Score -743919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -743921.187500 Penalty: 4349.598633
	Iteration 62Q: 3 clusters Score -743921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -743921.375000 Penalty: 4349.598633
	Iteration 63Q: 3 clusters Score -743921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -743919.750000 Penalty: 4349.598633
	Iteration 64Q: 3 clusters Score -743919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -743923.125000 Penalty: 4349.598633
	Iteration 65Q: 3 clusters Score -743923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -743923.125000 Penalty: 4349.598633
	Iteration 66F: 3 clusters Score -743923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (247486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247486 members 
Entering Unmasked Estep 
Score: -28326022.000000 Penalty: 3079.939209
	Iteration 0F: 2 clusters Score -2.832602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -28187396.000000 Penalty: 6159.878418
	Iteration 0F: 3 clusters Score -2.81874e+07 nChanged 119337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118505 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -28257426.000000 Penalty: 6159.878418
	Iteration 1F: 3 clusters Score -2.825743e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114880 members 
Mstep: Class 2 contains 132606 members 
Entering Unmasked Estep 
Score: -28258936.000000 Penalty: 6159.878418
	Iteration 2Q: 3 clusters Score -2.825894e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -28261454.000000 Penalty: 6159.878418
	Iteration 3Q: 3 clusters Score -2.826145e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -28265744.000000 Penalty: 6159.878418
	Iteration 4Q: 3 clusters Score -2.826574e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -28272712.000000 Penalty: 6159.878418
	Iteration 5F: 3 clusters Score -2.827271e+07 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -28283402.000000 Penalty: 6159.878418
	Iteration 6F: 3 clusters Score -2.82834e+07 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -28294936.000000 Penalty: 6159.878418
	Iteration 7F: 3 clusters Score -2.829494e+07 nChanged 16395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 205156 members 
Entering Unmasked Estep 
Score: -28305138.000000 Penalty: 6159.878418
	Iteration 8F: 3 clusters Score -2.830514e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 214733 members 
Entering Unmasked Estep 
Score: -28311952.000000 Penalty: 6159.878418
	Iteration 9Q: 3 clusters Score -2.831195e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 220136 members 
Entering Unmasked Estep 
Score: -28316100.000000 Penalty: 6159.878418
	Iteration 10Q: 3 clusters Score -2.83161e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 222999 members 
Entering Unmasked Estep 
Score: -28319118.000000 Penalty: 6159.878418
	Iteration 11Q: 3 clusters Score -2.831912e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 224530 members 
Entering Unmasked Estep 
Score: -28321436.000000 Penalty: 6159.878418
	Iteration 12Q: 3 clusters Score -2.832144e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 225398 members 
Entering Unmasked Estep 
Score: -28323132.000000 Penalty: 6159.878418
	Iteration 13Q: 3 clusters Score -2.832313e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 225766 members 
Entering Unmasked Estep 
Score: -28324496.000000 Penalty: 6159.878418
	Iteration 14Q: 3 clusters Score -2.83245e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 225809 members 
Entering Unmasked Estep 
Score: -28325402.000000 Penalty: 6159.878418
	Iteration 15Q: 3 clusters Score -2.83254e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 225623 members 
Entering Unmasked Estep 
Score: -28326130.000000 Penalty: 6159.878418
	Iteration 16Q: 3 clusters Score -2.832613e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 225310 members 
Entering Unmasked Estep 
Score: -28326754.000000 Penalty: 6159.878418
	Iteration 17Q: 3 clusters Score -2.832675e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 224823 members 
Entering Unmasked Estep 
Score: -28327226.000000 Penalty: 6159.878418
	Iteration 18Q: 3 clusters Score -2.832723e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 224170 members 
Entering Unmasked Estep 
Score: -28327566.000000 Penalty: 6159.878418
	Iteration 19Q: 3 clusters Score -2.832757e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 223429 members 
Entering Unmasked Estep 
Score: -28327942.000000 Penalty: 6159.878418
	Iteration 20F: 3 clusters Score -2.832794e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 222585 members 
Entering Unmasked Estep 
Score: -28328326.000000 Penalty: 6159.878418
	Iteration 21Q: 3 clusters Score -2.832833e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 221737 members 
Entering Unmasked Estep 
Score: -28328752.000000 Penalty: 6159.878418
	Iteration 22Q: 3 clusters Score -2.832875e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 220801 members 
Entering Unmasked Estep 
Score: -28329108.000000 Penalty: 6159.878418
	Iteration 23Q: 3 clusters Score -2.832911e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 219816 members 
Entering Unmasked Estep 
Score: -28329442.000000 Penalty: 6159.878418
	Iteration 24Q: 3 clusters Score -2.832944e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 218797 members 
Entering Unmasked Estep 
Score: -28329894.000000 Penalty: 6159.878418
	Iteration 25Q: 3 clusters Score -2.832989e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 217713 members 
Entering Unmasked Estep 
Score: -28330246.000000 Penalty: 6159.878418
	Iteration 26Q: 3 clusters Score -2.833025e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 216605 members 
Entering Unmasked Estep 
Score: -28330580.000000 Penalty: 6159.878418
	Iteration 27Q: 3 clusters Score -2.833058e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 215421 members 
Entering Unmasked Estep 
Score: -28331004.000000 Penalty: 6159.878418
	Iteration 28Q: 3 clusters Score -2.8331e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -28331274.000000 Penalty: 6159.878418
	Iteration 29Q: 3 clusters Score -2.833127e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 212998 members 
Entering Unmasked Estep 
Score: -28331600.000000 Penalty: 6159.878418
	Iteration 30Q: 3 clusters Score -2.83316e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 211714 members 
Entering Unmasked Estep 
Score: -28332038.000000 Penalty: 6159.878418
	Iteration 31Q: 3 clusters Score -2.833204e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 210366 members 
Entering Unmasked Estep 
Score: -28332444.000000 Penalty: 6159.878418
	Iteration 32Q: 3 clusters Score -2.833244e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 208994 members 
Entering Unmasked Estep 
Score: -28332756.000000 Penalty: 6159.878418
	Iteration 33Q: 3 clusters Score -2.833276e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 207473 members 
Entering Unmasked Estep 
Score: -28333246.000000 Penalty: 6159.878418
	Iteration 34Q: 3 clusters Score -2.833325e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 205886 members 
Entering Unmasked Estep 
Score: -28333756.000000 Penalty: 6159.878418
	Iteration 35Q: 3 clusters Score -2.833376e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 204242 members 
Entering Unmasked Estep 
Score: -28334314.000000 Penalty: 6159.878418
	Iteration 36Q: 3 clusters Score -2.833431e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 202539 members 
Entering Unmasked Estep 
Score: -28334814.000000 Penalty: 6159.878418
	Iteration 37Q: 3 clusters Score -2.833481e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 200820 members 
Entering Unmasked Estep 
Score: -28335258.000000 Penalty: 6159.878418
	Iteration 38Q: 3 clusters Score -2.833526e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 199077 members 
Entering Unmasked Estep 
Score: -28335754.000000 Penalty: 6159.878418
	Iteration 39Q: 3 clusters Score -2.833575e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 197359 members 
Entering Unmasked Estep 
Score: -28336468.000000 Penalty: 6159.878418
	Iteration 40F: 3 clusters Score -2.833647e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 195374 members 
Entering Unmasked Estep 
Score: -28337142.000000 Penalty: 6159.878418
	Iteration 41Q: 3 clusters Score -2.833714e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 193394 members 
Entering Unmasked Estep 
Score: -28337728.000000 Penalty: 6159.878418
	Iteration 42Q: 3 clusters Score -2.833773e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 191410 members 
Entering Unmasked Estep 
Score: -28338634.000000 Penalty: 6159.878418
	Iteration 43Q: 3 clusters Score -2.833863e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 189272 members 
Entering Unmasked Estep 
Score: -28339384.000000 Penalty: 6159.878418
	Iteration 44Q: 3 clusters Score -2.833938e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 186972 members 
Entering Unmasked Estep 
Score: -28340250.000000 Penalty: 6159.878418
	Iteration 45Q: 3 clusters Score -2.834025e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 184684 members 
Entering Unmasked Estep 
Score: -28341310.000000 Penalty: 6159.878418
	Iteration 46Q: 3 clusters Score -2.834131e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 182427 members 
Entering Unmasked Estep 
Score: -28342166.000000 Penalty: 6159.878418
	Iteration 47Q: 3 clusters Score -2.834217e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 180129 members 
Entering Unmasked Estep 
Score: -28343136.000000 Penalty: 6159.878418
	Iteration 48Q: 3 clusters Score -2.834314e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -28343912.000000 Penalty: 6159.878418
	Iteration 49Q: 3 clusters Score -2.834391e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -28344876.000000 Penalty: 6159.878418
	Iteration 50Q: 3 clusters Score -2.834488e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -28346066.000000 Penalty: 6159.878418
	Iteration 51Q: 3 clusters Score -2.834607e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 170181 members 
Entering Unmasked Estep 
Score: -28347022.000000 Penalty: 6159.878418
	Iteration 52Q: 3 clusters Score -2.834702e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 167366 members 
Entering Unmasked Estep 
Score: -28348112.000000 Penalty: 6159.878418
	Iteration 53Q: 3 clusters Score -2.834811e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -28349202.000000 Penalty: 6159.878418
	Iteration 54Q: 3 clusters Score -2.83492e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -28350398.000000 Penalty: 6159.878418
	Iteration 55Q: 3 clusters Score -2.83504e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -28351906.000000 Penalty: 6159.878418
	Iteration 56Q: 3 clusters Score -2.835191e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -28353180.000000 Penalty: 6159.878418
	Iteration 57Q: 3 clusters Score -2.835318e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -28354518.000000 Penalty: 6159.878418
	Iteration 58Q: 3 clusters Score -2.835452e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 148400 members 
Entering Unmasked Estep 
Score: -28355508.000000 Penalty: 6159.878418
	Iteration 59Q: 3 clusters Score -2.835551e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 145338 members 
Entering Unmasked Estep 
Score: -28357372.000000 Penalty: 6159.878418
	Iteration 60F: 3 clusters Score -2.835737e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 141238 members 
Entering Unmasked Estep 
Score: -28359944.000000 Penalty: 6159.878418
	Iteration 61Q: 3 clusters Score -2.835994e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 136965 members 
Entering Unmasked Estep 
Score: -28362256.000000 Penalty: 6159.878418
	Iteration 62Q: 3 clusters Score -2.836226e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -28364244.000000 Penalty: 6159.878418
	Iteration 63Q: 3 clusters Score -2.836424e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118443 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -28365834.000000 Penalty: 6159.878418
	Iteration 64Q: 3 clusters Score -2.836583e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121699 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -28366988.000000 Penalty: 6159.878418
	Iteration 65Q: 3 clusters Score -2.836699e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -28367628.000000 Penalty: 6159.878418
	Iteration 66Q: 3 clusters Score -2.836763e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -28368178.000000 Penalty: 6159.878418
	Iteration 67Q: 3 clusters Score -2.836818e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -28368780.000000 Penalty: 6159.878418
	Iteration 68Q: 3 clusters Score -2.836878e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130823 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -28369222.000000 Penalty: 6159.878418
	Iteration 69Q: 3 clusters Score -2.836922e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132418 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -28369564.000000 Penalty: 6159.878418
	Iteration 70Q: 3 clusters Score -2.836956e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -28369818.000000 Penalty: 6159.878418
	Iteration 71Q: 3 clusters Score -2.836982e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134956 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -28370028.000000 Penalty: 6159.878418
	Iteration 72Q: 3 clusters Score -2.837003e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135949 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -28370252.000000 Penalty: 6159.878418
	Iteration 73Q: 3 clusters Score -2.837025e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136760 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -28370346.000000 Penalty: 6159.878418
	Iteration 74Q: 3 clusters Score -2.837035e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -28370444.000000 Penalty: 6159.878418
	Iteration 75Q: 3 clusters Score -2.837044e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138021 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -28370490.000000 Penalty: 6159.878418
	Iteration 76Q: 3 clusters Score -2.837049e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -28370468.000000 Penalty: 6159.878418
	Iteration 77Q: 3 clusters Score -2.837047e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139033 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -28370524.000000 Penalty: 6159.878418
	Iteration 78Q: 3 clusters Score -2.837052e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
Score: -28370546.000000 Penalty: 6159.878418
	Iteration 79Q: 3 clusters Score -2.837055e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -28370600.000000 Penalty: 6159.878418
	Iteration 80F: 3 clusters Score -2.83706e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -28370540.000000 Penalty: 6159.878418
	Iteration 81Q: 3 clusters Score -2.837054e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -28370586.000000 Penalty: 6159.878418
	Iteration 82Q: 3 clusters Score -2.837059e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140548 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -28370654.000000 Penalty: 6159.878418
	Iteration 83Q: 3 clusters Score -2.837065e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140749 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -28370680.000000 Penalty: 6159.878418
	Iteration 84Q: 3 clusters Score -2.837068e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140935 members 
Mstep: Class 2 contains 106551 members 
Entering Unmasked Estep 
Score: -28370660.000000 Penalty: 6159.878418
	Iteration 85Q: 3 clusters Score -2.837066e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141091 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -28370582.000000 Penalty: 6159.878418
	Iteration 86Q: 3 clusters Score -2.837058e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141220 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -28370614.000000 Penalty: 6159.878418
	Iteration 87Q: 3 clusters Score -2.837061e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141339 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -28370636.000000 Penalty: 6159.878418
	Iteration 88Q: 3 clusters Score -2.837064e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -28370604.000000 Penalty: 6159.878418
	Iteration 89Q: 3 clusters Score -2.83706e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -28370618.000000 Penalty: 6159.878418
	Iteration 90Q: 3 clusters Score -2.837062e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 105875 members 
Entering Unmasked Estep 
Score: -28370572.000000 Penalty: 6159.878418
	Iteration 91Q: 3 clusters Score -2.837057e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -28370606.000000 Penalty: 6159.878418
	Iteration 92Q: 3 clusters Score -2.837061e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141776 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -28370602.000000 Penalty: 6159.878418
	Iteration 93Q: 3 clusters Score -2.83706e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 105634 members 
Entering Unmasked Estep 
Score: -28370602.000000 Penalty: 6159.878418
	Iteration 94Q: 3 clusters Score -2.83706e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141914 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -28370568.000000 Penalty: 6159.878418
	Iteration 95Q: 3 clusters Score -2.837057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -28370570.000000 Penalty: 6159.878418
	Iteration 96Q: 3 clusters Score -2.837057e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142004 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -28370580.000000 Penalty: 6159.878418
	Iteration 97Q: 3 clusters Score -2.837058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -28370584.000000 Penalty: 6159.878418
	Iteration 98Q: 3 clusters Score -2.837058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -28370576.000000 Penalty: 6159.878418
	Iteration 99Q: 3 clusters Score -2.837058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142132 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -28370572.000000 Penalty: 6159.878418
	Iteration 100F: 3 clusters Score -2.837057e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -28370560.000000 Penalty: 6159.878418
	Iteration 101Q: 3 clusters Score -2.837056e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -28370568.000000 Penalty: 6159.878418
	Iteration 102Q: 3 clusters Score -2.837057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 105243 members 
Entering Unmasked Estep 
Score: -28370576.000000 Penalty: 6159.878418
	Iteration 103Q: 3 clusters Score -2.837058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -28370588.000000 Penalty: 6159.878418
	Iteration 104Q: 3 clusters Score -2.837059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142281 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -28370598.000000 Penalty: 6159.878418
	Iteration 105Q: 3 clusters Score -2.83706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142295 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -28370594.000000 Penalty: 6159.878418
	Iteration 106Q: 3 clusters Score -2.837059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 105174 members 
Entering Unmasked Estep 
Score: -28370594.000000 Penalty: 6159.878418
	Iteration 107Q: 3 clusters Score -2.837059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142328 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -28370580.000000 Penalty: 6159.878418
	Iteration 108Q: 3 clusters Score -2.837058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142340 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -28370566.000000 Penalty: 6159.878418
	Iteration 109Q: 3 clusters Score -2.837057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -28370556.000000 Penalty: 6159.878418
	Iteration 110Q: 3 clusters Score -2.837056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -28370564.000000 Penalty: 6159.878418
	Iteration 111Q: 3 clusters Score -2.837056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -28370592.000000 Penalty: 6159.878418
	Iteration 112Q: 3 clusters Score -2.837059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -28370602.000000 Penalty: 6159.878418
	Iteration 113Q: 3 clusters Score -2.83706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -28370612.000000 Penalty: 6159.878418
	Iteration 114Q: 3 clusters Score -2.837061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -28370592.000000 Penalty: 6159.878418
	Iteration 115Q: 3 clusters Score -2.837059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -28370588.000000 Penalty: 6159.878418
	Iteration 116Q: 3 clusters Score -2.837059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -28370592.000000 Penalty: 6159.878418
	Iteration 117Q: 3 clusters Score -2.837059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -28370598.000000 Penalty: 6159.878418
	Iteration 118Q: 3 clusters Score -2.83706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -28370598.000000 Penalty: 6159.878418
	Iteration 119F: 3 clusters Score -2.83706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 142458 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33624 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 7 contains 151095 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 24174 members 
Mstep: Class 15 contains 41344 members 
Mstep: Class 16 contains 63933 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309404 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105028 members 
Entering Unmasked Estep 
Score: -114569208.000000 Penalty: 82330.898438
Splitting cluster 2 changes total score from -114523352.000000 to -114569208.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (46503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Entering Unmasked Estep 
Score: -5451354.500000 Penalty: 2665.323486
	Iteration 0F: 2 clusters Score -5451354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5419967.500000 Penalty: 5330.646973
	Iteration 0F: 3 clusters Score -5419968 nChanged 21452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5431650.000000 Penalty: 5330.646973
	Iteration 1F: 3 clusters Score -5431650 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5432115.000000 Penalty: 5330.646973
	Iteration 2Q: 3 clusters Score -5432115 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -5432542.500000 Penalty: 5330.646973
	Iteration 3Q: 3 clusters Score -5432542 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5432953.000000 Penalty: 5330.646973
	Iteration 4Q: 3 clusters Score -5432953 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5433378.500000 Penalty: 5330.646973
	Iteration 5Q: 3 clusters Score -5433378 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5433832.000000 Penalty: 5330.646973
	Iteration 6Q: 3 clusters Score -5433832 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -5434421.000000 Penalty: 5330.646973
	Iteration 7Q: 3 clusters Score -5434421 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5435233.000000 Penalty: 5330.646973
	Iteration 8Q: 3 clusters Score -5435233 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5436496.000000 Penalty: 5330.646973
	Iteration 9Q: 3 clusters Score -5436496 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5438356.500000 Penalty: 5330.646973
	Iteration 10F: 3 clusters Score -5438356 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5440698.500000 Penalty: 5330.646973
	Iteration 11F: 3 clusters Score -5440698 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -5442782.000000 Penalty: 5330.646973
	Iteration 12F: 3 clusters Score -5442782 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -5444075.500000 Penalty: 5330.646973
	Iteration 13Q: 3 clusters Score -5444076 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -5444793.000000 Penalty: 5330.646973
	Iteration 14Q: 3 clusters Score -5444793 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5445385.500000 Penalty: 5330.646973
	Iteration 15Q: 3 clusters Score -5445386 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5445845.500000 Penalty: 5330.646973
	Iteration 16Q: 3 clusters Score -5445846 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5446133.500000 Penalty: 5330.646973
	Iteration 17Q: 3 clusters Score -5446134 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -5446398.500000 Penalty: 5330.646973
	Iteration 18Q: 3 clusters Score -5446398 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -5446619.500000 Penalty: 5330.646973
	Iteration 19Q: 3 clusters Score -5446620 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -5446789.000000 Penalty: 5330.646973
	Iteration 20F: 3 clusters Score -5446789 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5446925.000000 Penalty: 5330.646973
	Iteration 21Q: 3 clusters Score -5446925 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5447007.000000 Penalty: 5330.646973
	Iteration 22Q: 3 clusters Score -5447007 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -5447091.500000 Penalty: 5330.646973
	Iteration 23Q: 3 clusters Score -5447092 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -5447173.500000 Penalty: 5330.646973
	Iteration 24Q: 3 clusters Score -5447174 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5447240.000000 Penalty: 5330.646973
	Iteration 25Q: 3 clusters Score -5447240 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -5447293.500000 Penalty: 5330.646973
	Iteration 26Q: 3 clusters Score -5447294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5447327.000000 Penalty: 5330.646973
	Iteration 27Q: 3 clusters Score -5447327 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5447372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5447400 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5447434 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5447461 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5447487 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5447508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5447534 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5447594 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5447626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5447666 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5447698 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5447740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5447758 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5447780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5447796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5447849 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5447866 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5447897 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5447934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5447964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5447998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5448011.500000 Penalty: 5330.646973
	Iteration 49Q: 3 clusters Score -5448012 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5448026.500000 Penalty: 5330.646973
	Iteration 50Q: 3 clusters Score -5448026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5448017.500000 Penalty: 5330.646973
	Iteration 51Q: 3 clusters Score -5448018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5448030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5448051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5448066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5448085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5448103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5448114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5448141.500000 Penalty: 5330.646973
	Iteration 58Q: 3 clusters Score -5448142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5448180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5448194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5448222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5448220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5448208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5448228 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5448244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5448260 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5448278 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5448312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5448318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5448336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5448362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5448388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5448404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5448438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5448437 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5448439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5448458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5448470 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5448487 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5448508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5448524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5448522 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5448532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5448536 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5448546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5448544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5448540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5448543 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5448554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5448566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5448564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5448576 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5448592 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5448587 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5448596 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5448606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5448611.500000 Penalty: 5330.646973
	Iteration 97Q: 3 clusters Score -5448612 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5448626 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5448636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5448641 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5448643 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5448658 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5448655 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5448667 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5448692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5448682 nChanged 28
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Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5448682 nChanged 27
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Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5448680 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5448683 nChanged 16
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Mstep: Class 1 contains 2481 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5448686 nChanged 18
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Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5448700 nChanged 14
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Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5448704 nChanged 18
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Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5448704 nChanged 16
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5448706 nChanged 14
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5448709 nChanged 11
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5448718 nChanged 14
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Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5448730 nChanged 10
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Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5448734 nChanged 9
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5448730 nChanged 6
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5448725.000000 Penalty: 5330.646973
	Iteration 120F: 3 clusters Score -5448725 nChanged 11
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5448728.500000 Penalty: 5330.646973
	Iteration 121Q: 3 clusters Score -5448728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5448733.000000 Penalty: 5330.646973
	Iteration 122Q: 3 clusters Score -5448733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5448725.000000 Penalty: 5330.646973
	Iteration 123Q: 3 clusters Score -5448725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5448726.000000 Penalty: 5330.646973
	Iteration 124Q: 3 clusters Score -5448726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5448727.500000 Penalty: 5330.646973
	Iteration 125Q: 3 clusters Score -5448728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -5448732.000000 Penalty: 5330.646973
	Iteration 126Q: 3 clusters Score -5448732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5448733.000000 Penalty: 5330.646973
	Iteration 127Q: 3 clusters Score -5448733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -5448732.500000 Penalty: 5330.646973
	Iteration 128Q: 3 clusters Score -5448732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5448734.500000 Penalty: 5330.646973
	Iteration 129Q: 3 clusters Score -5448734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5448731.000000 Penalty: 5330.646973
	Iteration 130Q: 3 clusters Score -5448731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5448731.500000 Penalty: 5330.646973
	Iteration 131Q: 3 clusters Score -5448732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5448741.500000 Penalty: 5330.646973
	Iteration 132Q: 3 clusters Score -5448742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5448749.500000 Penalty: 5330.646973
	Iteration 133Q: 3 clusters Score -5448750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -5448755.000000 Penalty: 5330.646973
	Iteration 134Q: 3 clusters Score -5448755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5448759.500000 Penalty: 5330.646973
	Iteration 135Q: 3 clusters Score -5448760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -5448761.000000 Penalty: 5330.646973
	Iteration 136Q: 3 clusters Score -5448761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5448770.500000 Penalty: 5330.646973
	Iteration 137Q: 3 clusters Score -5448770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5448771.000000 Penalty: 5330.646973
	Iteration 138Q: 3 clusters Score -5448771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5448773.500000 Penalty: 5330.646973
	Iteration 139Q: 3 clusters Score -5448774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -5448776.000000 Penalty: 5330.646973
	Iteration 140F: 3 clusters Score -5448776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5448780.500000 Penalty: 5330.646973
	Iteration 141Q: 3 clusters Score -5448780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5448784.500000 Penalty: 5330.646973
	Iteration 142Q: 3 clusters Score -5448784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -5448794.500000 Penalty: 5330.646973
	Iteration 143Q: 3 clusters Score -5448794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -5448792.000000 Penalty: 5330.646973
	Iteration 144Q: 3 clusters Score -5448792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -5448801.500000 Penalty: 5330.646973
	Iteration 145Q: 3 clusters Score -5448802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -5448798.000000 Penalty: 5330.646973
	Iteration 146Q: 3 clusters Score -5448798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5448795.500000 Penalty: 5330.646973
	Iteration 147Q: 3 clusters Score -5448796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5448797.000000 Penalty: 5330.646973
	Iteration 148Q: 3 clusters Score -5448797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5448797.500000 Penalty: 5330.646973
	Iteration 149Q: 3 clusters Score -5448798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -5448796.000000 Penalty: 5330.646973
	Iteration 150Q: 3 clusters Score -5448796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -5448800.500000 Penalty: 5330.646973
	Iteration 151Q: 3 clusters Score -5448800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5448804.500000 Penalty: 5330.646973
	Iteration 152Q: 3 clusters Score -5448804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -5448805.000000 Penalty: 5330.646973
	Iteration 153Q: 3 clusters Score -5448805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5448805.500000 Penalty: 5330.646973
	Iteration 154Q: 3 clusters Score -5448806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5448808.000000 Penalty: 5330.646973
	Iteration 155Q: 3 clusters Score -5448808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -5448807.500000 Penalty: 5330.646973
	Iteration 156Q: 3 clusters Score -5448808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -5448809.000000 Penalty: 5330.646973
	Iteration 157Q: 3 clusters Score -5448809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5448804.000000 Penalty: 5330.646973
	Iteration 158Q: 3 clusters Score -5448804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -5448814.000000 Penalty: 5330.646973
	Iteration 159Q: 3 clusters Score -5448814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -5448826.000000 Penalty: 5330.646973
	Iteration 160F: 3 clusters Score -5448826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5448820.000000 Penalty: 5330.646973
	Iteration 161Q: 3 clusters Score -5448820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5448835.500000 Penalty: 5330.646973
	Iteration 162Q: 3 clusters Score -5448836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -5448838.000000 Penalty: 5330.646973
	Iteration 163Q: 3 clusters Score -5448838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5448841.000000 Penalty: 5330.646973
	Iteration 164Q: 3 clusters Score -5448841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -5448840.000000 Penalty: 5330.646973
	Iteration 165Q: 3 clusters Score -5448840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -5448840.000000 Penalty: 5330.646973
	Iteration 166Q: 3 clusters Score -5448840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5448851.500000 Penalty: 5330.646973
	Iteration 167Q: 3 clusters Score -5448852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -5448856.500000 Penalty: 5330.646973
	Iteration 168Q: 3 clusters Score -5448856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -5448859.000000 Penalty: 5330.646973
	Iteration 169Q: 3 clusters Score -5448859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5448861.000000 Penalty: 5330.646973
	Iteration 170Q: 3 clusters Score -5448861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5448862.500000 Penalty: 5330.646973
	Iteration 171Q: 3 clusters Score -5448862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5448870.000000 Penalty: 5330.646973
	Iteration 172Q: 3 clusters Score -5448870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5448864.000000 Penalty: 5330.646973
	Iteration 173Q: 3 clusters Score -5448864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -5448859.000000 Penalty: 5330.646973
	Iteration 174Q: 3 clusters Score -5448859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5448850.500000 Penalty: 5330.646973
	Iteration 175Q: 3 clusters Score -5448850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5448868.500000 Penalty: 5330.646973
	Iteration 176Q: 3 clusters Score -5448868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5448870.000000 Penalty: 5330.646973
	Iteration 177Q: 3 clusters Score -5448870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -5448877.500000 Penalty: 5330.646973
	Iteration 178Q: 3 clusters Score -5448878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5448883.500000 Penalty: 5330.646973
	Iteration 179Q: 3 clusters Score -5448884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -5448885.000000 Penalty: 5330.646973
	Iteration 180F: 3 clusters Score -5448885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5448885.000000 Penalty: 5330.646973
	Iteration 181Q: 3 clusters Score -5448885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5448889.500000 Penalty: 5330.646973
	Iteration 182Q: 3 clusters Score -5448890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5448895.500000 Penalty: 5330.646973
	Iteration 183Q: 3 clusters Score -5448896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5448904.500000 Penalty: 5330.646973
	Iteration 184Q: 3 clusters Score -5448904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -5448912.500000 Penalty: 5330.646973
	Iteration 185Q: 3 clusters Score -5448912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -5448907.500000 Penalty: 5330.646973
	Iteration 186Q: 3 clusters Score -5448908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -5448905.000000 Penalty: 5330.646973
	Iteration 187Q: 3 clusters Score -5448905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5448914.500000 Penalty: 5330.646973
	Iteration 188Q: 3 clusters Score -5448914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5448914.500000 Penalty: 5330.646973
	Iteration 189Q: 3 clusters Score -5448914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5448919.000000 Penalty: 5330.646973
	Iteration 190Q: 3 clusters Score -5448919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5448914.500000 Penalty: 5330.646973
	Iteration 191Q: 3 clusters Score -5448914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -5448907.000000 Penalty: 5330.646973
	Iteration 192Q: 3 clusters Score -5448907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -5448909.500000 Penalty: 5330.646973
	Iteration 193Q: 3 clusters Score -5448910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5448907.500000 Penalty: 5330.646973
	Iteration 194Q: 3 clusters Score -5448908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5448907.500000 Penalty: 5330.646973
	Iteration 195F: 3 clusters Score -5448908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -214160.234375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -214160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -211576.796875 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -211576.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -212006.500000 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -212006.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -212138.218750 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -212138.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -212201.968750 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -212202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212237.484375 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -212237.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212254.093750 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -212254.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212269.312500 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -212269.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212278.812500 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -212278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212285.187500 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -212285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212291.421875 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -212291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -212298.781250 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -212298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -212301.265625 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -212301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -212302.406250 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -212302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -212304.078125 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -212304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212307.187500 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -212307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212309.062500 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -212309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212310.781250 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -212310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -212311.921875 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -212311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212312.062500 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -212312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -212312.921875 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -212312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212313.843750 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -212313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Entering Unmasked Estep 
Score: -3784260.750000 Penalty: 2584.902832
	Iteration 0F: 2 clusters Score -3784261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3761394.250000 Penalty: 5169.805664
	Iteration 0F: 3 clusters Score -3761394 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3769726.250000 Penalty: 5169.805664
	Iteration 1F: 3 clusters Score -3769726 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3770196.750000 Penalty: 5169.805664
	Iteration 2Q: 3 clusters Score -3770197 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3770607.500000 Penalty: 5169.805664
	Iteration 3Q: 3 clusters Score -3770608 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3771059.750000 Penalty: 5169.805664
	Iteration 4Q: 3 clusters Score -3771060 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3771611.750000 Penalty: 5169.805664
	Iteration 5Q: 3 clusters Score -3771612 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3772241.750000 Penalty: 5169.805664
	Iteration 6Q: 3 clusters Score -3772242 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3772976.250000 Penalty: 5169.805664
	Iteration 7Q: 3 clusters Score -3772976 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3773914.000000 Penalty: 5169.805664
	Iteration 8F: 3 clusters Score -3773914 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3775027.000000 Penalty: 5169.805664
	Iteration 9F: 3 clusters Score -3775027 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3776303.000000 Penalty: 5169.805664
	Iteration 10F: 3 clusters Score -3776303 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3777667.250000 Penalty: 5169.805664
	Iteration 11F: 3 clusters Score -3777667 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3778981.000000 Penalty: 5169.805664
	Iteration 12F: 3 clusters Score -3778981 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3780035.750000 Penalty: 5169.805664
	Iteration 13Q: 3 clusters Score -3780036 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3780808.750000 Penalty: 5169.805664
	Iteration 14Q: 3 clusters Score -3780809 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3781328.000000 Penalty: 5169.805664
	Iteration 15Q: 3 clusters Score -3781328 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3781627.750000 Penalty: 5169.805664
	Iteration 16Q: 3 clusters Score -3781628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3781831.000000 Penalty: 5169.805664
	Iteration 17Q: 3 clusters Score -3781831 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3781928.000000 Penalty: 5169.805664
	Iteration 18Q: 3 clusters Score -3781928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3781980.750000 Penalty: 5169.805664
	Iteration 19Q: 3 clusters Score -3781981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3782013.750000 Penalty: 5169.805664
	Iteration 20F: 3 clusters Score -3782014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3782031.000000 Penalty: 5169.805664
	Iteration 21Q: 3 clusters Score -3782031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3782034.000000 Penalty: 5169.805664
	Iteration 22Q: 3 clusters Score -3782034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3782039.000000 Penalty: 5169.805664
	Iteration 23Q: 3 clusters Score -3782039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3782040.750000 Penalty: 5169.805664
	Iteration 24Q: 3 clusters Score -3782041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3782040.750000 Penalty: 5169.805664
	Iteration 25F: 3 clusters Score -3782041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Entering Unmasked Estep 
Score: -933451.312500 Penalty: 2233.675049
	Iteration 0F: 2 clusters Score -933451.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -926967.500000 Penalty: 4467.350098
	Iteration 0F: 3 clusters Score -926967.5 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -928711.000000 Penalty: 4467.350098
	Iteration 1F: 3 clusters Score -928711 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -929006.937500 Penalty: 4467.350098
	Iteration 2F: 3 clusters Score -929006.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -929213.687500 Penalty: 4467.350098
	Iteration 3F: 3 clusters Score -929213.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -929379.750000 Penalty: 4467.350098
	Iteration 4Q: 3 clusters Score -929379.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -929529.812500 Penalty: 4467.350098
	Iteration 5Q: 3 clusters Score -929529.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -929716.625000 Penalty: 4467.350098
	Iteration 6Q: 3 clusters Score -929716.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -929960.937500 Penalty: 4467.350098
	Iteration 7Q: 3 clusters Score -929960.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -930213.937500 Penalty: 4467.350098
	Iteration 8Q: 3 clusters Score -930213.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -930486.000000 Penalty: 4467.350098
	Iteration 9Q: 3 clusters Score -930486 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -930742.250000 Penalty: 4467.350098
	Iteration 10Q: 3 clusters Score -930742.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -930956.812500 Penalty: 4467.350098
	Iteration 11Q: 3 clusters Score -930956.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -931169.687500 Penalty: 4467.350098
	Iteration 12Q: 3 clusters Score -931169.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -931343.125000 Penalty: 4467.350098
	Iteration 13Q: 3 clusters Score -931343.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -931462.125000 Penalty: 4467.350098
	Iteration 14Q: 3 clusters Score -931462.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -931539.375000 Penalty: 4467.350098
	Iteration 15Q: 3 clusters Score -931539.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -931583.500000 Penalty: 4467.350098
	Iteration 16Q: 3 clusters Score -931583.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -931626.375000 Penalty: 4467.350098
	Iteration 17Q: 3 clusters Score -931626.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -931655.500000 Penalty: 4467.350098
	Iteration 18Q: 3 clusters Score -931655.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -931686.125000 Penalty: 4467.350098
	Iteration 19Q: 3 clusters Score -931686.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -931706.625000 Penalty: 4467.350098
	Iteration 20F: 3 clusters Score -931706.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -931721.375000 Penalty: 4467.350098
	Iteration 21Q: 3 clusters Score -931721.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -931732.250000 Penalty: 4467.350098
	Iteration 22Q: 3 clusters Score -931732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -931737.562500 Penalty: 4467.350098
	Iteration 23Q: 3 clusters Score -931737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -931744.687500 Penalty: 4467.350098
	Iteration 24Q: 3 clusters Score -931744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -931751.062500 Penalty: 4467.350098
	Iteration 25Q: 3 clusters Score -931751.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -931758.375000 Penalty: 4467.350098
	Iteration 26Q: 3 clusters Score -931758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -931760.625000 Penalty: 4467.350098
	Iteration 27Q: 3 clusters Score -931760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -931762.937500 Penalty: 4467.350098
	Iteration 28Q: 3 clusters Score -931762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -931764.125000 Penalty: 4467.350098
	Iteration 29Q: 3 clusters Score -931764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -931765.000000 Penalty: 4467.350098
	Iteration 30Q: 3 clusters Score -931765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -931762.750000 Penalty: 4467.350098
	Iteration 31Q: 3 clusters Score -931762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -931764.437500 Penalty: 4467.350098
	Iteration 32Q: 3 clusters Score -931764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -931764.437500 Penalty: 4467.350098
	Iteration 33F: 3 clusters Score -931764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Entering Unmasked Estep 
Score: -17441166.000000 Penalty: 2957.564697
	Iteration 0F: 2 clusters Score -1.744117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -17340214.000000 Penalty: 5915.129395
	Iteration 0F: 3 clusters Score -1.734021e+07 nChanged 72257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -17382362.000000 Penalty: 5915.129395
	Iteration 1F: 3 clusters Score -1.738236e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -17383428.000000 Penalty: 5915.129395
	Iteration 2Q: 3 clusters Score -1.738343e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -17384918.000000 Penalty: 5915.129395
	Iteration 3Q: 3 clusters Score -1.738492e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -17387162.000000 Penalty: 5915.129395
	Iteration 4Q: 3 clusters Score -1.738716e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -17390380.000000 Penalty: 5915.129395
	Iteration 5Q: 3 clusters Score -1.739038e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -17395304.000000 Penalty: 5915.129395
	Iteration 6F: 3 clusters Score -1.73953e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -17402254.000000 Penalty: 5915.129395
	Iteration 7F: 3 clusters Score -1.740225e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -17409860.000000 Penalty: 5915.129395
	Iteration 8F: 3 clusters Score -1.740986e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -17414768.000000 Penalty: 5915.129395
	Iteration 9F: 3 clusters Score -1.741477e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -17416964.000000 Penalty: 5915.129395
	Iteration 10Q: 3 clusters Score -1.741696e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -17417702.000000 Penalty: 5915.129395
	Iteration 11Q: 3 clusters Score -1.74177e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -17418098.000000 Penalty: 5915.129395
	Iteration 12Q: 3 clusters Score -1.74181e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -17418242.000000 Penalty: 5915.129395
	Iteration 13Q: 3 clusters Score -1.741824e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -17418472.000000 Penalty: 5915.129395
	Iteration 14Q: 3 clusters Score -1.741847e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -17418732.000000 Penalty: 5915.129395
	Iteration 15Q: 3 clusters Score -1.741873e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -17418868.000000 Penalty: 5915.129395
	Iteration 16Q: 3 clusters Score -1.741887e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -17418996.000000 Penalty: 5915.129395
	Iteration 17Q: 3 clusters Score -1.7419e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -17419238.000000 Penalty: 5915.129395
	Iteration 18Q: 3 clusters Score -1.741924e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -17419440.000000 Penalty: 5915.129395
	Iteration 19Q: 3 clusters Score -1.741944e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -17419750.000000 Penalty: 5915.129395
	Iteration 20F: 3 clusters Score -1.741975e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -17420068.000000 Penalty: 5915.129395
	Iteration 21Q: 3 clusters Score -1.742007e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -17420440.000000 Penalty: 5915.129395
	Iteration 22Q: 3 clusters Score -1.742044e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -17420888.000000 Penalty: 5915.129395
	Iteration 23Q: 3 clusters Score -1.742089e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -17421286.000000 Penalty: 5915.129395
	Iteration 24Q: 3 clusters Score -1.742129e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 107822 members 
Entering Unmasked Estep 
Score: -17421852.000000 Penalty: 5915.129395
	Iteration 25Q: 3 clusters Score -1.742185e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -17422370.000000 Penalty: 5915.129395
	Iteration 26Q: 3 clusters Score -1.742237e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 112257 members 
Entering Unmasked Estep 
Score: -17422982.000000 Penalty: 5915.129395
	Iteration 27Q: 3 clusters Score -1.742298e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -17423844.000000 Penalty: 5915.129395
	Iteration 28Q: 3 clusters Score -1.742384e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 117258 members 
Entering Unmasked Estep 
Score: -17424686.000000 Penalty: 5915.129395
	Iteration 29Q: 3 clusters Score -1.742469e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -17425516.000000 Penalty: 5915.129395
	Iteration 30Q: 3 clusters Score -1.742552e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -17426374.000000 Penalty: 5915.129395
	Iteration 31Q: 3 clusters Score -1.742637e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 125010 members 
Entering Unmasked Estep 
Score: -17427240.000000 Penalty: 5915.129395
	Iteration 32Q: 3 clusters Score -1.742724e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -17428416.000000 Penalty: 5915.129395
	Iteration 33Q: 3 clusters Score -1.742842e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -17429506.000000 Penalty: 5915.129395
	Iteration 34Q: 3 clusters Score -1.742951e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 132834 members 
Entering Unmasked Estep 
Score: -17430718.000000 Penalty: 5915.129395
	Iteration 35Q: 3 clusters Score -1.743072e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -17431824.000000 Penalty: 5915.129395
	Iteration 36Q: 3 clusters Score -1.743182e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 137588 members 
Entering Unmasked Estep 
Score: -17433010.000000 Penalty: 5915.129395
	Iteration 37Q: 3 clusters Score -1.743301e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -17433932.000000 Penalty: 5915.129395
	Iteration 38Q: 3 clusters Score -1.743393e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -17434876.000000 Penalty: 5915.129395
	Iteration 39Q: 3 clusters Score -1.743488e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -17435676.000000 Penalty: 5915.129395
	Iteration 40F: 3 clusters Score -1.743568e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -17436332.000000 Penalty: 5915.129395
	Iteration 41Q: 3 clusters Score -1.743633e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -17436930.000000 Penalty: 5915.129395
	Iteration 42Q: 3 clusters Score -1.743693e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -17437248.000000 Penalty: 5915.129395
	Iteration 43Q: 3 clusters Score -1.743725e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -17437522.000000 Penalty: 5915.129395
	Iteration 44Q: 3 clusters Score -1.743752e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -17437782.000000 Penalty: 5915.129395
	Iteration 45Q: 3 clusters Score -1.743778e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -17438012.000000 Penalty: 5915.129395
	Iteration 46Q: 3 clusters Score -1.743801e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 148510 members 
Entering Unmasked Estep 
Score: -17438190.000000 Penalty: 5915.129395
	Iteration 47Q: 3 clusters Score -1.743819e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -17438304.000000 Penalty: 5915.129395
	Iteration 48Q: 3 clusters Score -1.74383e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -17438438.000000 Penalty: 5915.129395
	Iteration 49Q: 3 clusters Score -1.743844e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
Score: -17438482.000000 Penalty: 5915.129395
	Iteration 50Q: 3 clusters Score -1.743848e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -17438524.000000 Penalty: 5915.129395
	Iteration 51Q: 3 clusters Score -1.743852e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 149467 members 
Entering Unmasked Estep 
Score: -17438560.000000 Penalty: 5915.129395
	Iteration 52Q: 3 clusters Score -1.743856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 149543 members 
Entering Unmasked Estep 
Score: -17438612.000000 Penalty: 5915.129395
	Iteration 53Q: 3 clusters Score -1.743861e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -17438630.000000 Penalty: 5915.129395
	Iteration 54Q: 3 clusters Score -1.743863e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -17438660.000000 Penalty: 5915.129395
	Iteration 55Q: 3 clusters Score -1.743866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -17438682.000000 Penalty: 5915.129395
	Iteration 56Q: 3 clusters Score -1.743868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -17438680.000000 Penalty: 5915.129395
	Iteration 57Q: 3 clusters Score -1.743868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -17438674.000000 Penalty: 5915.129395
	Iteration 58Q: 3 clusters Score -1.743867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
Score: -17438680.000000 Penalty: 5915.129395
	Iteration 59Q: 3 clusters Score -1.743868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -17438696.000000 Penalty: 5915.129395
	Iteration 60F: 3 clusters Score -1.74387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -17438706.000000 Penalty: 5915.129395
	Iteration 61Q: 3 clusters Score -1.743871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -17438708.000000 Penalty: 5915.129395
	Iteration 62Q: 3 clusters Score -1.743871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -17438722.000000 Penalty: 5915.129395
	Iteration 63Q: 3 clusters Score -1.743872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 149872 members 
Entering Unmasked Estep 
Score: -17438726.000000 Penalty: 5915.129395
	Iteration 64Q: 3 clusters Score -1.743873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 149881 members 
Entering Unmasked Estep 
Score: -17438736.000000 Penalty: 5915.129395
	Iteration 65Q: 3 clusters Score -1.743874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 149888 members 
Entering Unmasked Estep 
Score: -17438750.000000 Penalty: 5915.129395
	Iteration 66Q: 3 clusters Score -1.743875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 149895 members 
Entering Unmasked Estep 
Score: -17438762.000000 Penalty: 5915.129395
	Iteration 67Q: 3 clusters Score -1.743876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
Score: -17438750.000000 Penalty: 5915.129395
	Iteration 68Q: 3 clusters Score -1.743875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 149914 members 
Entering Unmasked Estep 
Score: -17438756.000000 Penalty: 5915.129395
	Iteration 69Q: 3 clusters Score -1.743876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 149925 members 
Entering Unmasked Estep 
Score: -17438756.000000 Penalty: 5915.129395
	Iteration 70Q: 3 clusters Score -1.743876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 149933 members 
Entering Unmasked Estep 
Score: -17438746.000000 Penalty: 5915.129395
	Iteration 71Q: 3 clusters Score -1.743875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -17438754.000000 Penalty: 5915.129395
	Iteration 72Q: 3 clusters Score -1.743875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -17438768.000000 Penalty: 5915.129395
	Iteration 73Q: 3 clusters Score -1.743877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 149955 members 
Entering Unmasked Estep 
Score: -17438788.000000 Penalty: 5915.129395
	Iteration 74Q: 3 clusters Score -1.743879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5915.129395
	Iteration 75Q: 3 clusters Score -1.743878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -17438772.000000 Penalty: 5915.129395
	Iteration 76Q: 3 clusters Score -1.743877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 149965 members 
Entering Unmasked Estep 
Score: -17438776.000000 Penalty: 5915.129395
	Iteration 77Q: 3 clusters Score -1.743878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 149970 members 
Entering Unmasked Estep 
Score: -17438782.000000 Penalty: 5915.129395
	Iteration 78Q: 3 clusters Score -1.743878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -17438778.000000 Penalty: 5915.129395
	Iteration 79Q: 3 clusters Score -1.743878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 149977 members 
Entering Unmasked Estep 
Score: -17438772.000000 Penalty: 5915.129395
	Iteration 80F: 3 clusters Score -1.743877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -17438784.000000 Penalty: 5915.129395
	Iteration 81Q: 3 clusters Score -1.743878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -17438792.000000 Penalty: 5915.129395
	Iteration 82Q: 3 clusters Score -1.743879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 149985 members 
Entering Unmasked Estep 
Score: -17438796.000000 Penalty: 5915.129395
	Iteration 83Q: 3 clusters Score -1.74388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 149992 members 
Entering Unmasked Estep 
Score: -17438796.000000 Penalty: 5915.129395
	Iteration 84Q: 3 clusters Score -1.74388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -17438794.000000 Penalty: 5915.129395
	Iteration 85Q: 3 clusters Score -1.743879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -17438798.000000 Penalty: 5915.129395
	Iteration 86Q: 3 clusters Score -1.74388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -17438806.000000 Penalty: 5915.129395
	Iteration 87Q: 3 clusters Score -1.743881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -17438798.000000 Penalty: 5915.129395
	Iteration 88Q: 3 clusters Score -1.74388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -17438794.000000 Penalty: 5915.129395
	Iteration 89Q: 3 clusters Score -1.743879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -17438804.000000 Penalty: 5915.129395
	Iteration 90Q: 3 clusters Score -1.74388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -17438816.000000 Penalty: 5915.129395
	Iteration 91Q: 3 clusters Score -1.743882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -17438806.000000 Penalty: 5915.129395
	Iteration 92Q: 3 clusters Score -1.743881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 150038 members 
Entering Unmasked Estep 
Score: -17438800.000000 Penalty: 5915.129395
	Iteration 93Q: 3 clusters Score -1.74388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 150043 members 
Entering Unmasked Estep 
Score: -17438824.000000 Penalty: 5915.129395
	Iteration 94Q: 3 clusters Score -1.743882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -17438838.000000 Penalty: 5915.129395
	Iteration 95Q: 3 clusters Score -1.743884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -17438834.000000 Penalty: 5915.129395
	Iteration 96Q: 3 clusters Score -1.743883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 150059 members 
Entering Unmasked Estep 
Score: -17438848.000000 Penalty: 5915.129395
	Iteration 97Q: 3 clusters Score -1.743885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 150067 members 
Entering Unmasked Estep 
Score: -17438862.000000 Penalty: 5915.129395
	Iteration 98Q: 3 clusters Score -1.743886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -17438872.000000 Penalty: 5915.129395
	Iteration 99Q: 3 clusters Score -1.743887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -17438852.000000 Penalty: 5915.129395
	Iteration 100F: 3 clusters Score -1.743885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 150088 members 
Entering Unmasked Estep 
Score: -17438856.000000 Penalty: 5915.129395
	Iteration 101Q: 3 clusters Score -1.743886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -17438856.000000 Penalty: 5915.129395
	Iteration 102Q: 3 clusters Score -1.743886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -17438856.000000 Penalty: 5915.129395
	Iteration 103F: 3 clusters Score -1.743886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -202416.031250 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -202416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -199961.937500 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -199961.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -200302.812500 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -200302.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -200407.359375 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -200407.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -200471.375000 Penalty: 3705.796143
	Iteration 3Q: 3 clusters Score -200471.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200514.875000 Penalty: 3705.796143
	Iteration 4Q: 3 clusters Score -200514.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200547.687500 Penalty: 3705.796143
	Iteration 5Q: 3 clusters Score -200547.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -200576.328125 Penalty: 3705.796143
	Iteration 6Q: 3 clusters Score -200576.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200591.515625 Penalty: 3705.796143
	Iteration 7Q: 3 clusters Score -200591.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200599.484375 Penalty: 3705.796143
	Iteration 8Q: 3 clusters Score -200599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200607.765625 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -200607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200611.421875 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -200611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -200612.781250 Penalty: 3705.796143
	Iteration 11Q: 3 clusters Score -200612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -200613.937500 Penalty: 3705.796143
	Iteration 12Q: 3 clusters Score -200613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -200613.937500 Penalty: 3705.796143
	Iteration 13F: 3 clusters Score -200613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -30526.304688 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -30526.3 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 137 members 
Entering Unmasked Estep 
Score: -29239.482422 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -29239.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29329.056641 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -29329.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29356.294922 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -29356.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29365.023438 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -29365.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29373.566406 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -29373.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29375.267578 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -29375.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29375.267578 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -29375.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -13237.626953 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -13237.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12251.667969 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -12251.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12260.423828 Penalty: 2488.570801
	Iteration 1Q: 3 clusters Score -12260.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12260.423828 Penalty: 2488.570801
	Iteration 2F: 3 clusters Score -12260.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Entering Unmasked Estep 
Score: -1998339.875000 Penalty: 2418.689697
	Iteration 0F: 2 clusters Score -1998340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1986149.500000 Penalty: 4837.379395
	Iteration 0F: 3 clusters Score -1986150 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1990290.500000 Penalty: 4837.379395
	Iteration 1F: 3 clusters Score -1990290 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1990849.875000 Penalty: 4837.379395
	Iteration 2F: 3 clusters Score -1990850 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1991418.875000 Penalty: 4837.379395
	Iteration 3F: 3 clusters Score -1991419 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1992084.250000 Penalty: 4837.379395
	Iteration 4F: 3 clusters Score -1992084 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1992892.500000 Penalty: 4837.379395
	Iteration 5F: 3 clusters Score -1992892 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1993782.125000 Penalty: 4837.379395
	Iteration 6F: 3 clusters Score -1993782 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1994724.625000 Penalty: 4837.379395
	Iteration 7F: 3 clusters Score -1994725 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1995505.625000 Penalty: 4837.379395
	Iteration 8F: 3 clusters Score -1995506 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1996073.500000 Penalty: 4837.379395
	Iteration 9Q: 3 clusters Score -1996074 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1996397.625000 Penalty: 4837.379395
	Iteration 10Q: 3 clusters Score -1996398 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1996596.625000 Penalty: 4837.379395
	Iteration 11Q: 3 clusters Score -1996597 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1996703.875000 Penalty: 4837.379395
	Iteration 12Q: 3 clusters Score -1996704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1996770.125000 Penalty: 4837.379395
	Iteration 13Q: 3 clusters Score -1996770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1996803.625000 Penalty: 4837.379395
	Iteration 14Q: 3 clusters Score -1996804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1996832.375000 Penalty: 4837.379395
	Iteration 15Q: 3 clusters Score -1996832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1996848.625000 Penalty: 4837.379395
	Iteration 16Q: 3 clusters Score -1996849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1996866.250000 Penalty: 4837.379395
	Iteration 17Q: 3 clusters Score -1996866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1996879.125000 Penalty: 4837.379395
	Iteration 18Q: 3 clusters Score -1996879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1996885.125000 Penalty: 4837.379395
	Iteration 19Q: 3 clusters Score -1996885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1996894.375000 Penalty: 4837.379395
	Iteration 20F: 3 clusters Score -1996894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1996902.375000 Penalty: 4837.379395
	Iteration 21Q: 3 clusters Score -1996902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1996904.625000 Penalty: 4837.379395
	Iteration 22Q: 3 clusters Score -1996905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1996909.375000 Penalty: 4837.379395
	Iteration 23Q: 3 clusters Score -1996909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1996913.750000 Penalty: 4837.379395
	Iteration 24Q: 3 clusters Score -1996914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1996912.750000 Penalty: 4837.379395
	Iteration 25Q: 3 clusters Score -1996913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1996917.500000 Penalty: 4837.379395
	Iteration 26Q: 3 clusters Score -1996918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1996921.125000 Penalty: 4837.379395
	Iteration 27Q: 3 clusters Score -1996921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1996920.500000 Penalty: 4837.379395
	Iteration 28Q: 3 clusters Score -1996920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1996924.625000 Penalty: 4837.379395
	Iteration 29Q: 3 clusters Score -1996925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1996924.875000 Penalty: 4837.379395
	Iteration 30Q: 3 clusters Score -1996925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1996924.125000 Penalty: 4837.379395
	Iteration 31Q: 3 clusters Score -1996924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1996924.500000 Penalty: 4837.379395
	Iteration 32Q: 3 clusters Score -1996924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1996924.500000 Penalty: 4837.379395
	Iteration 33F: 3 clusters Score -1996924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Entering Unmasked Estep 
Score: -2413851.250000 Penalty: 2462.768799
	Iteration 0F: 2 clusters Score -2413851 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 10226 members 
Entering Unmasked Estep 
Score: -2399355.250000 Penalty: 4925.537598
	Iteration 0F: 3 clusters Score -2399355 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2404165.500000 Penalty: 4925.537598
	Iteration 1F: 3 clusters Score -2404166 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2404608.750000 Penalty: 4925.537598
	Iteration 2F: 3 clusters Score -2404609 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2404952.750000 Penalty: 4925.537598
	Iteration 3Q: 3 clusters Score -2404953 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2405266.750000 Penalty: 4925.537598
	Iteration 4Q: 3 clusters Score -2405267 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2405615.250000 Penalty: 4925.537598
	Iteration 5Q: 3 clusters Score -2405615 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2405998.000000 Penalty: 4925.537598
	Iteration 6Q: 3 clusters Score -2405998 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2406513.000000 Penalty: 4925.537598
	Iteration 7Q: 3 clusters Score -2406513 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2407220.500000 Penalty: 4925.537598
	Iteration 8F: 3 clusters Score -2407220 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2408091.000000 Penalty: 4925.537598
	Iteration 9F: 3 clusters Score -2408091 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2409014.500000 Penalty: 4925.537598
	Iteration 10F: 3 clusters Score -2409014 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2409739.000000 Penalty: 4925.537598
	Iteration 11Q: 3 clusters Score -2409739 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2410239.250000 Penalty: 4925.537598
	Iteration 12Q: 3 clusters Score -2410239 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2410544.000000 Penalty: 4925.537598
	Iteration 13Q: 3 clusters Score -2410544 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2410728.500000 Penalty: 4925.537598
	Iteration 14Q: 3 clusters Score -2410728 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2410867.250000 Penalty: 4925.537598
	Iteration 15Q: 3 clusters Score -2410867 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2410972.000000 Penalty: 4925.537598
	Iteration 16Q: 3 clusters Score -2410972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2411051.750000 Penalty: 4925.537598
	Iteration 17Q: 3 clusters Score -2411052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2411126.000000 Penalty: 4925.537598
	Iteration 18Q: 3 clusters Score -2411126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2411195.500000 Penalty: 4925.537598
	Iteration 19Q: 3 clusters Score -2411196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2411245.250000 Penalty: 4925.537598
	Iteration 20F: 3 clusters Score -2411245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2411308.500000 Penalty: 4925.537598
	Iteration 21Q: 3 clusters Score -2411308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2411344.250000 Penalty: 4925.537598
	Iteration 22Q: 3 clusters Score -2411344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2411391.250000 Penalty: 4925.537598
	Iteration 23Q: 3 clusters Score -2411391 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2411455.750000 Penalty: 4925.537598
	Iteration 24Q: 3 clusters Score -2411456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2411503.000000 Penalty: 4925.537598
	Iteration 25Q: 3 clusters Score -2411503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2411535.250000 Penalty: 4925.537598
	Iteration 26Q: 3 clusters Score -2411535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2411556.750000 Penalty: 4925.537598
	Iteration 27Q: 3 clusters Score -2411557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2411586.250000 Penalty: 4925.537598
	Iteration 28Q: 3 clusters Score -2411586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2411605.500000 Penalty: 4925.537598
	Iteration 29Q: 3 clusters Score -2411606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2411621.250000 Penalty: 4925.537598
	Iteration 30Q: 3 clusters Score -2411621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2411638.500000 Penalty: 4925.537598
	Iteration 31Q: 3 clusters Score -2411638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2411649.500000 Penalty: 4925.537598
	Iteration 32Q: 3 clusters Score -2411650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2411661.250000 Penalty: 4925.537598
	Iteration 33Q: 3 clusters Score -2411661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2411669.000000 Penalty: 4925.537598
	Iteration 34Q: 3 clusters Score -2411669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2411678.250000 Penalty: 4925.537598
	Iteration 35Q: 3 clusters Score -2411678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2411681.250000 Penalty: 4925.537598
	Iteration 36Q: 3 clusters Score -2411681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2411687.250000 Penalty: 4925.537598
	Iteration 37Q: 3 clusters Score -2411687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2411691.250000 Penalty: 4925.537598
	Iteration 38Q: 3 clusters Score -2411691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2411691.000000 Penalty: 4925.537598
	Iteration 39Q: 3 clusters Score -2411691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2411698.250000 Penalty: 4925.537598
	Iteration 40F: 3 clusters Score -2411698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2411694.000000 Penalty: 4925.537598
	Iteration 41Q: 3 clusters Score -2411694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2411694.500000 Penalty: 4925.537598
	Iteration 42Q: 3 clusters Score -2411694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2411695.750000 Penalty: 4925.537598
	Iteration 43Q: 3 clusters Score -2411696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2411696.250000 Penalty: 4925.537598
	Iteration 44Q: 3 clusters Score -2411696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2411696.250000 Penalty: 4925.537598
	Iteration 45F: 3 clusters Score -2411696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Entering Unmasked Estep 
Score: -4037772.500000 Penalty: 2590.712891
	Iteration 0F: 2 clusters Score -4037772 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 17243 members 
Entering Unmasked Estep 
Score: -4014251.750000 Penalty: 5181.425781
	Iteration 0F: 3 clusters Score -4014252 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4022981.250000 Penalty: 5181.425781
	Iteration 1F: 3 clusters Score -4022981 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4023535.750000 Penalty: 5181.425781
	Iteration 2Q: 3 clusters Score -4023536 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4024014.250000 Penalty: 5181.425781
	Iteration 3Q: 3 clusters Score -4024014 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4024488.000000 Penalty: 5181.425781
	Iteration 4Q: 3 clusters Score -4024488 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4025068.750000 Penalty: 5181.425781
	Iteration 5Q: 3 clusters Score -4025069 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -4025885.250000 Penalty: 5181.425781
	Iteration 6Q: 3 clusters Score -4025885 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4027033.000000 Penalty: 5181.425781
	Iteration 7F: 3 clusters Score -4027033 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4028573.250000 Penalty: 5181.425781
	Iteration 8F: 3 clusters Score -4028573 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -4030334.750000 Penalty: 5181.425781
	Iteration 9F: 3 clusters Score -4030335 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4031993.500000 Penalty: 5181.425781
	Iteration 10F: 3 clusters Score -4031994 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4033327.000000 Penalty: 5181.425781
	Iteration 11Q: 3 clusters Score -4033327 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4034220.500000 Penalty: 5181.425781
	Iteration 12Q: 3 clusters Score -4034220 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4034747.750000 Penalty: 5181.425781
	Iteration 13Q: 3 clusters Score -4034748 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4035020.500000 Penalty: 5181.425781
	Iteration 14Q: 3 clusters Score -4035020 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4035254.250000 Penalty: 5181.425781
	Iteration 15Q: 3 clusters Score -4035254 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4035428.750000 Penalty: 5181.425781
	Iteration 16Q: 3 clusters Score -4035429 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4035580.000000 Penalty: 5181.425781
	Iteration 17Q: 3 clusters Score -4035580 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4035743.500000 Penalty: 5181.425781
	Iteration 18Q: 3 clusters Score -4035744 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4035888.000000 Penalty: 5181.425781
	Iteration 19Q: 3 clusters Score -4035888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4035978.750000 Penalty: 5181.425781
	Iteration 20F: 3 clusters Score -4035979 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4036067.500000 Penalty: 5181.425781
	Iteration 21Q: 3 clusters Score -4036068 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4036136.750000 Penalty: 5181.425781
	Iteration 22Q: 3 clusters Score -4036137 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4036196.250000 Penalty: 5181.425781
	Iteration 23Q: 3 clusters Score -4036196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4036233.000000 Penalty: 5181.425781
	Iteration 24Q: 3 clusters Score -4036233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4036270.500000 Penalty: 5181.425781
	Iteration 25Q: 3 clusters Score -4036270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4036301.000000 Penalty: 5181.425781
	Iteration 26Q: 3 clusters Score -4036301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4036329.000000 Penalty: 5181.425781
	Iteration 27Q: 3 clusters Score -4036329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4036349.000000 Penalty: 5181.425781
	Iteration 28Q: 3 clusters Score -4036349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4036366.000000 Penalty: 5181.425781
	Iteration 29Q: 3 clusters Score -4036366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4036376.750000 Penalty: 5181.425781
	Iteration 30Q: 3 clusters Score -4036377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4036393.500000 Penalty: 5181.425781
	Iteration 31Q: 3 clusters Score -4036394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4036391.000000 Penalty: 5181.425781
	Iteration 32Q: 3 clusters Score -4036391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4036395.000000 Penalty: 5181.425781
	Iteration 33Q: 3 clusters Score -4036395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4036405.000000 Penalty: 5181.425781
	Iteration 34Q: 3 clusters Score -4036405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4036410.500000 Penalty: 5181.425781
	Iteration 35Q: 3 clusters Score -4036410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4036413.250000 Penalty: 5181.425781
	Iteration 36Q: 3 clusters Score -4036413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4036421.500000 Penalty: 5181.425781
	Iteration 37Q: 3 clusters Score -4036422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -4036413.000000 Penalty: 5181.425781
	Iteration 38Q: 3 clusters Score -4036413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4036417.000000 Penalty: 5181.425781
	Iteration 39Q: 3 clusters Score -4036417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4036418.250000 Penalty: 5181.425781
	Iteration 40F: 3 clusters Score -4036418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4036414.500000 Penalty: 5181.425781
	Iteration 41Q: 3 clusters Score -4036414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4036417.250000 Penalty: 5181.425781
	Iteration 42Q: 3 clusters Score -4036417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4036417.250000 Penalty: 5181.425781
	Iteration 43F: 3 clusters Score -4036417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Entering Unmasked Estep 
Score: -2584557.250000 Penalty: 2503.072266
	Iteration 0F: 2 clusters Score -2584557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2567727.250000 Penalty: 5006.144531
	Iteration 0F: 3 clusters Score -2567727 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2573701.500000 Penalty: 5006.144531
	Iteration 1F: 3 clusters Score -2573702 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2574175.250000 Penalty: 5006.144531
	Iteration 2F: 3 clusters Score -2574175 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2574624.000000 Penalty: 5006.144531
	Iteration 3Q: 3 clusters Score -2574624 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2575097.750000 Penalty: 5006.144531
	Iteration 4Q: 3 clusters Score -2575098 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2575624.000000 Penalty: 5006.144531
	Iteration 5Q: 3 clusters Score -2575624 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2576221.500000 Penalty: 5006.144531
	Iteration 6Q: 3 clusters Score -2576222 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2576905.250000 Penalty: 5006.144531
	Iteration 7F: 3 clusters Score -2576905 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2577635.000000 Penalty: 5006.144531
	Iteration 8F: 3 clusters Score -2577635 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2578286.000000 Penalty: 5006.144531
	Iteration 9Q: 3 clusters Score -2578286 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2578887.750000 Penalty: 5006.144531
	Iteration 10Q: 3 clusters Score -2578888 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2579453.750000 Penalty: 5006.144531
	Iteration 11Q: 3 clusters Score -2579454 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2580026.000000 Penalty: 5006.144531
	Iteration 12Q: 3 clusters Score -2580026 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2580608.500000 Penalty: 5006.144531
	Iteration 13Q: 3 clusters Score -2580608 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2581102.250000 Penalty: 5006.144531
	Iteration 14Q: 3 clusters Score -2581102 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2581491.000000 Penalty: 5006.144531
	Iteration 15Q: 3 clusters Score -2581491 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2581757.000000 Penalty: 5006.144531
	Iteration 16Q: 3 clusters Score -2581757 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2581961.750000 Penalty: 5006.144531
	Iteration 17Q: 3 clusters Score -2581962 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2582078.250000 Penalty: 5006.144531
	Iteration 18Q: 3 clusters Score -2582078 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2582179.750000 Penalty: 5006.144531
	Iteration 19Q: 3 clusters Score -2582180 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2582254.500000 Penalty: 5006.144531
	Iteration 20F: 3 clusters Score -2582254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2582312.000000 Penalty: 5006.144531
	Iteration 21Q: 3 clusters Score -2582312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2582359.750000 Penalty: 5006.144531
	Iteration 22Q: 3 clusters Score -2582360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2582403.750000 Penalty: 5006.144531
	Iteration 23Q: 3 clusters Score -2582404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2582435.250000 Penalty: 5006.144531
	Iteration 24Q: 3 clusters Score -2582435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2582467.750000 Penalty: 5006.144531
	Iteration 25Q: 3 clusters Score -2582468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2582487.250000 Penalty: 5006.144531
	Iteration 26Q: 3 clusters Score -2582487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2582504.500000 Penalty: 5006.144531
	Iteration 27Q: 3 clusters Score -2582504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2582514.000000 Penalty: 5006.144531
	Iteration 28Q: 3 clusters Score -2582514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2582521.000000 Penalty: 5006.144531
	Iteration 29Q: 3 clusters Score -2582521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2582525.250000 Penalty: 5006.144531
	Iteration 30Q: 3 clusters Score -2582525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2582534.500000 Penalty: 5006.144531
	Iteration 31Q: 3 clusters Score -2582534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2582537.000000 Penalty: 5006.144531
	Iteration 32Q: 3 clusters Score -2582537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2582541.250000 Penalty: 5006.144531
	Iteration 33Q: 3 clusters Score -2582541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2582541.750000 Penalty: 5006.144531
	Iteration 34Q: 3 clusters Score -2582542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2582550.750000 Penalty: 5006.144531
	Iteration 35Q: 3 clusters Score -2582551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2582554.000000 Penalty: 5006.144531
	Iteration 36Q: 3 clusters Score -2582554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2582565.500000 Penalty: 5006.144531
	Iteration 37Q: 3 clusters Score -2582566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2582562.500000 Penalty: 5006.144531
	Iteration 38Q: 3 clusters Score -2582562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2582566.500000 Penalty: 5006.144531
	Iteration 39Q: 3 clusters Score -2582566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2582573.000000 Penalty: 5006.144531
	Iteration 40F: 3 clusters Score -2582573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2582572.750000 Penalty: 5006.144531
	Iteration 41Q: 3 clusters Score -2582573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2582573.250000 Penalty: 5006.144531
	Iteration 42Q: 3 clusters Score -2582573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2582570.250000 Penalty: 5006.144531
	Iteration 43Q: 3 clusters Score -2582570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2582571.250000 Penalty: 5006.144531
	Iteration 44Q: 3 clusters Score -2582571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2582571.250000 Penalty: 5006.144531
	Iteration 45F: 3 clusters Score -2582571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Entering Unmasked Estep 
Score: -4821095.000000 Penalty: 2636.161377
	Iteration 0F: 2 clusters Score -4821095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4793135.000000 Penalty: 5272.322754
	Iteration 0F: 3 clusters Score -4793135 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4803462.500000 Penalty: 5272.322754
	Iteration 1F: 3 clusters Score -4803462 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4803995.000000 Penalty: 5272.322754
	Iteration 2Q: 3 clusters Score -4803995 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4804618.500000 Penalty: 5272.322754
	Iteration 3Q: 3 clusters Score -4804618 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4805345.500000 Penalty: 5272.322754
	Iteration 4Q: 3 clusters Score -4805346 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4806266.500000 Penalty: 5272.322754
	Iteration 5Q: 3 clusters Score -4806266 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4807557.500000 Penalty: 5272.322754
	Iteration 6F: 3 clusters Score -4807558 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4809255.500000 Penalty: 5272.322754
	Iteration 7F: 3 clusters Score -4809256 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4811248.000000 Penalty: 5272.322754
	Iteration 8F: 3 clusters Score -4811248 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4813278.000000 Penalty: 5272.322754
	Iteration 9F: 3 clusters Score -4813278 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4815164.500000 Penalty: 5272.322754
	Iteration 10Q: 3 clusters Score -4815164 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4816352.000000 Penalty: 5272.322754
	Iteration 11Q: 3 clusters Score -4816352 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4816996.500000 Penalty: 5272.322754
	Iteration 12Q: 3 clusters Score -4816996 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4817348.000000 Penalty: 5272.322754
	Iteration 13Q: 3 clusters Score -4817348 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4817587.500000 Penalty: 5272.322754
	Iteration 14Q: 3 clusters Score -4817588 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4817797.500000 Penalty: 5272.322754
	Iteration 15Q: 3 clusters Score -4817798 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4817979.000000 Penalty: 5272.322754
	Iteration 16Q: 3 clusters Score -4817979 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4818130.000000 Penalty: 5272.322754
	Iteration 17Q: 3 clusters Score -4818130 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4818252.500000 Penalty: 5272.322754
	Iteration 18Q: 3 clusters Score -4818252 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4818356.500000 Penalty: 5272.322754
	Iteration 19Q: 3 clusters Score -4818356 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -4818453.500000 Penalty: 5272.322754
	Iteration 20F: 3 clusters Score -4818454 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4818543.500000 Penalty: 5272.322754
	Iteration 21Q: 3 clusters Score -4818544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -4818601.000000 Penalty: 5272.322754
	Iteration 22Q: 3 clusters Score -4818601 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4818643.000000 Penalty: 5272.322754
	Iteration 23Q: 3 clusters Score -4818643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4818685.000000 Penalty: 5272.322754
	Iteration 24Q: 3 clusters Score -4818685 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -4818728.500000 Penalty: 5272.322754
	Iteration 25Q: 3 clusters Score -4818728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4818750.000000 Penalty: 5272.322754
	Iteration 26Q: 3 clusters Score -4818750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -4818771.500000 Penalty: 5272.322754
	Iteration 27Q: 3 clusters Score -4818772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -4818793.000000 Penalty: 5272.322754
	Iteration 28Q: 3 clusters Score -4818793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4818807.500000 Penalty: 5272.322754
	Iteration 29Q: 3 clusters Score -4818808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4818820.500000 Penalty: 5272.322754
	Iteration 30Q: 3 clusters Score -4818820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4818826.500000 Penalty: 5272.322754
	Iteration 31Q: 3 clusters Score -4818826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4818842.000000 Penalty: 5272.322754
	Iteration 32Q: 3 clusters Score -4818842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4818840.500000 Penalty: 5272.322754
	Iteration 33Q: 3 clusters Score -4818840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -4818846.500000 Penalty: 5272.322754
	Iteration 34Q: 3 clusters Score -4818846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4818853.000000 Penalty: 5272.322754
	Iteration 35Q: 3 clusters Score -4818853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4818874.000000 Penalty: 5272.322754
	Iteration 36Q: 3 clusters Score -4818874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -4818872.500000 Penalty: 5272.322754
	Iteration 37Q: 3 clusters Score -4818872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4818875.000000 Penalty: 5272.322754
	Iteration 38Q: 3 clusters Score -4818875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4818889.000000 Penalty: 5272.322754
	Iteration 39Q: 3 clusters Score -4818889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4818904.000000 Penalty: 5272.322754
	Iteration 40F: 3 clusters Score -4818904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -4818902.500000 Penalty: 5272.322754
	Iteration 41Q: 3 clusters Score -4818902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -4818911.000000 Penalty: 5272.322754
	Iteration 42Q: 3 clusters Score -4818911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -4818923.000000 Penalty: 5272.322754
	Iteration 43Q: 3 clusters Score -4818923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -4818924.500000 Penalty: 5272.322754
	Iteration 44Q: 3 clusters Score -4818924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4818931.000000 Penalty: 5272.322754
	Iteration 45Q: 3 clusters Score -4818931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4818935.000000 Penalty: 5272.322754
	Iteration 46Q: 3 clusters Score -4818935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -4818926.000000 Penalty: 5272.322754
	Iteration 47Q: 3 clusters Score -4818926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -4818925.000000 Penalty: 5272.322754
	Iteration 48Q: 3 clusters Score -4818925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4818929.500000 Penalty: 5272.322754
	Iteration 49Q: 3 clusters Score -4818930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4818929.500000 Penalty: 5272.322754
	Iteration 50Q: 3 clusters Score -4818930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -4818931.000000 Penalty: 5272.322754
	Iteration 51Q: 3 clusters Score -4818931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -4818935.500000 Penalty: 5272.322754
	Iteration 52Q: 3 clusters Score -4818936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4818937.500000 Penalty: 5272.322754
	Iteration 53Q: 3 clusters Score -4818938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4818934.500000 Penalty: 5272.322754
	Iteration 54Q: 3 clusters Score -4818934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4818935.500000 Penalty: 5272.322754
	Iteration 55Q: 3 clusters Score -4818936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4818937.000000 Penalty: 5272.322754
	Iteration 56Q: 3 clusters Score -4818937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -4818937.000000 Penalty: 5272.322754
	Iteration 57Q: 3 clusters Score -4818937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -4818932.000000 Penalty: 5272.322754
	Iteration 58Q: 3 clusters Score -4818932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4818932.000000 Penalty: 5272.322754
	Iteration 59Q: 3 clusters Score -4818932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4818941.000000 Penalty: 5272.322754
	Iteration 60F: 3 clusters Score -4818941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4818934.500000 Penalty: 5272.322754
	Iteration 61Q: 3 clusters Score -4818934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4818936.000000 Penalty: 5272.322754
	Iteration 62Q: 3 clusters Score -4818936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4818935.500000 Penalty: 5272.322754
	Iteration 63Q: 3 clusters Score -4818936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4818935.500000 Penalty: 5272.322754
	Iteration 64F: 3 clusters Score -4818936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Entering Unmasked Estep 
Score: -7458051.500000 Penalty: 2744.266602
	Iteration 0F: 2 clusters Score -7458052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -7415143.500000 Penalty: 5488.533203
	Iteration 0F: 3 clusters Score -7415144 nChanged 29759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7431891.500000 Penalty: 5488.533203
	Iteration 1F: 3 clusters Score -7431892 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7432437.000000 Penalty: 5488.533203
	Iteration 2Q: 3 clusters Score -7432437 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -7432921.000000 Penalty: 5488.533203
	Iteration 3Q: 3 clusters Score -7432921 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -7433480.000000 Penalty: 5488.533203
	Iteration 4Q: 3 clusters Score -7433480 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7433988.500000 Penalty: 5488.533203
	Iteration 5Q: 3 clusters Score -7433988 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -7434563.500000 Penalty: 5488.533203
	Iteration 6Q: 3 clusters Score -7434564 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7435281.000000 Penalty: 5488.533203
	Iteration 7Q: 3 clusters Score -7435281 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7436344.000000 Penalty: 5488.533203
	Iteration 8Q: 3 clusters Score -7436344 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7437676.000000 Penalty: 5488.533203
	Iteration 9Q: 3 clusters Score -7437676 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7439229.000000 Penalty: 5488.533203
	Iteration 10Q: 3 clusters Score -7439229 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -7441115.500000 Penalty: 5488.533203
	Iteration 11F: 3 clusters Score -7441116 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -7443208.000000 Penalty: 5488.533203
	Iteration 12Q: 3 clusters Score -7443208 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -7445427.000000 Penalty: 5488.533203
	Iteration 13Q: 3 clusters Score -7445427 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7447450.000000 Penalty: 5488.533203
	Iteration 14Q: 3 clusters Score -7447450 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -7449207.000000 Penalty: 5488.533203
	Iteration 15Q: 3 clusters Score -7449207 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -7450466.500000 Penalty: 5488.533203
	Iteration 16Q: 3 clusters Score -7450466 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -7451278.500000 Penalty: 5488.533203
	Iteration 17Q: 3 clusters Score -7451278 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7451872.500000 Penalty: 5488.533203
	Iteration 18Q: 3 clusters Score -7451872 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7452409.000000 Penalty: 5488.533203
	Iteration 19Q: 3 clusters Score -7452409 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -7452855.500000 Penalty: 5488.533203
	Iteration 20F: 3 clusters Score -7452856 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -7453246.500000 Penalty: 5488.533203
	Iteration 21Q: 3 clusters Score -7453246 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -7453588.500000 Penalty: 5488.533203
	Iteration 22Q: 3 clusters Score -7453588 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -7453903.500000 Penalty: 5488.533203
	Iteration 23Q: 3 clusters Score -7453904 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -7454224.000000 Penalty: 5488.533203
	Iteration 24Q: 3 clusters Score -7454224 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7454450.000000 Penalty: 5488.533203
	Iteration 25Q: 3 clusters Score -7454450 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -7454679.000000 Penalty: 5488.533203
	Iteration 26Q: 3 clusters Score -7454679 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -7454880.500000 Penalty: 5488.533203
	Iteration 27Q: 3 clusters Score -7454880 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -7455079.000000 Penalty: 5488.533203
	Iteration 28Q: 3 clusters Score -7455079 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -7455236.000000 Penalty: 5488.533203
	Iteration 29Q: 3 clusters Score -7455236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -7455336.500000 Penalty: 5488.533203
	Iteration 30Q: 3 clusters Score -7455336 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -7455445.500000 Penalty: 5488.533203
	Iteration 31Q: 3 clusters Score -7455446 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -7455519.500000 Penalty: 5488.533203
	Iteration 32Q: 3 clusters Score -7455520 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -7455619.000000 Penalty: 5488.533203
	Iteration 33Q: 3 clusters Score -7455619 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -7455664.000000 Penalty: 5488.533203
	Iteration 34Q: 3 clusters Score -7455664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -7455689.500000 Penalty: 5488.533203
	Iteration 35Q: 3 clusters Score -7455690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -7455711.500000 Penalty: 5488.533203
	Iteration 36Q: 3 clusters Score -7455712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -7455733.500000 Penalty: 5488.533203
	Iteration 37Q: 3 clusters Score -7455734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -7455743.500000 Penalty: 5488.533203
	Iteration 38Q: 3 clusters Score -7455744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -7455761.500000 Penalty: 5488.533203
	Iteration 39Q: 3 clusters Score -7455762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -7455780.500000 Penalty: 5488.533203
	Iteration 40F: 3 clusters Score -7455780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -7455794.500000 Penalty: 5488.533203
	Iteration 41Q: 3 clusters Score -7455794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -7455800.500000 Penalty: 5488.533203
	Iteration 42Q: 3 clusters Score -7455800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -7455806.500000 Penalty: 5488.533203
	Iteration 43Q: 3 clusters Score -7455806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -7455821.000000 Penalty: 5488.533203
	Iteration 44Q: 3 clusters Score -7455821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -7455815.500000 Penalty: 5488.533203
	Iteration 45Q: 3 clusters Score -7455816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -7455827.000000 Penalty: 5488.533203
	Iteration 46Q: 3 clusters Score -7455827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -7455829.000000 Penalty: 5488.533203
	Iteration 47Q: 3 clusters Score -7455829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -7455838.000000 Penalty: 5488.533203
	Iteration 48Q: 3 clusters Score -7455838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -7455851.500000 Penalty: 5488.533203
	Iteration 49Q: 3 clusters Score -7455852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -7455856.000000 Penalty: 5488.533203
	Iteration 50Q: 3 clusters Score -7455856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -7455851.000000 Penalty: 5488.533203
	Iteration 51Q: 3 clusters Score -7455851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -7455847.500000 Penalty: 5488.533203
	Iteration 52Q: 3 clusters Score -7455848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -7455849.000000 Penalty: 5488.533203
	Iteration 53Q: 3 clusters Score -7455849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -7455852.000000 Penalty: 5488.533203
	Iteration 54Q: 3 clusters Score -7455852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -7455859.500000 Penalty: 5488.533203
	Iteration 55Q: 3 clusters Score -7455860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -7455858.000000 Penalty: 5488.533203
	Iteration 56Q: 3 clusters Score -7455858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -7455856.500000 Penalty: 5488.533203
	Iteration 57Q: 3 clusters Score -7455856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -7455862.500000 Penalty: 5488.533203
	Iteration 58Q: 3 clusters Score -7455862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -7455867.000000 Penalty: 5488.533203
	Iteration 59Q: 3 clusters Score -7455867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -7455867.000000 Penalty: 5488.533203
	Iteration 60F: 3 clusters Score -7455867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -113260.539062 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -113260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111178.273438 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -111178.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -111554.367188 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -111554.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111825.828125 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -111825.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112153.015625 Penalty: 3500.717529
	Iteration 3F: 3 clusters Score -112153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -112332.187500 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -112332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -112412.140625 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -112412.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -112454.156250 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -112454.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -112500.898438 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -112500.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112533.304688 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -112533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -112558.773438 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -112558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112580.882812 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -112580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -112593.515625 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -112593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -112606.906250 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -112606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -112613.367188 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -112613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112624.148438 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -112624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -112649.851562 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -112649.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -112667.554688 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -112667.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -112698.257812 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -112698.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -112713.132812 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -112713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -112727.132812 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -112727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -112750.531250 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -112750.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112784.679688 Penalty: 3500.717529
	Iteration 21Q: 3 clusters Score -112784.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112837.164062 Penalty: 3500.717529
	Iteration 22Q: 3 clusters Score -112837.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112942.296875 Penalty: 3500.717529
	Iteration 23Q: 3 clusters Score -112942.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113238.851562 Penalty: 3500.717529
	Iteration 24Q: 3 clusters Score -113238.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113683.765625 Penalty: 3500.717529
	Iteration 25Q: 3 clusters Score -113683.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114316.898438 Penalty: 3500.717529
	Iteration 26Q: 3 clusters Score -114316.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114378.046875 Penalty: 3500.717529
	Iteration 27Q: 3 clusters Score -114378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114437.906250 Penalty: 3500.717529
	Iteration 28Q: 3 clusters Score -114437.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114519.679688 Penalty: 3500.717529
	Iteration 29Q: 3 clusters Score -114519.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114643.156250 Penalty: 3500.717529
	Iteration 30Q: 3 clusters Score -114643.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -114876.304688 Penalty: 3500.717529
	Iteration 31Q: 3 clusters Score -114876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -115060.078125 Penalty: 3500.717529
	Iteration 32Q: 3 clusters Score -115060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115061.226562 Penalty: 3500.717529
	Iteration 33Q: 3 clusters Score -115061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115061.226562 Penalty: 3500.717529
	Iteration 34F: 3 clusters Score -115061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 142458 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33624 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 7 contains 151095 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 24174 members 
Mstep: Class 15 contains 41344 members 
Mstep: Class 16 contains 63933 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 309404 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105028 members 
Mstep: Class 25 contains 678 members 
Entering Unmasked Estep 
Score: -114569304.000000 Penalty: 85761.351562
Splitting cluster 17 changes total score from -114523352.000000 to -114569304.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -391678.562500 Penalty: 2031.139038
	Iteration 0F: 2 clusters Score -391678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -388085.187500 Penalty: 4062.278076
	Iteration 0F: 3 clusters Score -388085.2 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -388868.125000 Penalty: 4062.278076
	Iteration 1F: 3 clusters Score -388868.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -389067.218750 Penalty: 4062.278076
	Iteration 2F: 3 clusters Score -389067.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -389241.312500 Penalty: 4062.278076
	Iteration 3F: 3 clusters Score -389241.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -389368.718750 Penalty: 4062.278076
	Iteration 4Q: 3 clusters Score -389368.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -389490.718750 Penalty: 4062.278076
	Iteration 5Q: 3 clusters Score -389490.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -389618.468750 Penalty: 4062.278076
	Iteration 6Q: 3 clusters Score -389618.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -389773.375000 Penalty: 4062.278076
	Iteration 7Q: 3 clusters Score -389773.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -389935.031250 Penalty: 4062.278076
	Iteration 8Q: 3 clusters Score -389935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -390088.875000 Penalty: 4062.278076
	Iteration 9Q: 3 clusters Score -390088.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -390218.031250 Penalty: 4062.278076
	Iteration 10Q: 3 clusters Score -390218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -390344.468750 Penalty: 4062.278076
	Iteration 11Q: 3 clusters Score -390344.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -390443.718750 Penalty: 4062.278076
	Iteration 12Q: 3 clusters Score -390443.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -390526.343750 Penalty: 4062.278076
	Iteration 13Q: 3 clusters Score -390526.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -390585.593750 Penalty: 4062.278076
	Iteration 14Q: 3 clusters Score -390585.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -390608.406250 Penalty: 4062.278076
	Iteration 15Q: 3 clusters Score -390608.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -390620.687500 Penalty: 4062.278076
	Iteration 16Q: 3 clusters Score -390620.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -390629.156250 Penalty: 4062.278076
	Iteration 17Q: 3 clusters Score -390629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -390634.343750 Penalty: 4062.278076
	Iteration 18Q: 3 clusters Score -390634.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -390638.968750 Penalty: 4062.278076
	Iteration 19Q: 3 clusters Score -390639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -390643.343750 Penalty: 4062.278076
	Iteration 20F: 3 clusters Score -390643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -390645.718750 Penalty: 4062.278076
	Iteration 21Q: 3 clusters Score -390645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -390650.218750 Penalty: 4062.278076
	Iteration 22Q: 3 clusters Score -390650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -390654.000000 Penalty: 4062.278076
	Iteration 23Q: 3 clusters Score -390654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -390655.125000 Penalty: 4062.278076
	Iteration 24Q: 3 clusters Score -390655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -390655.125000 Penalty: 4062.278076
	Iteration 25F: 3 clusters Score -390655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -91130.195312 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -91130.2 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 430 members 
Entering Unmasked Estep 
Score: -89324.546875 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -89324.55 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89588.921875 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -89588.92 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89696.750000 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -89696.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89795.570312 Penalty: 3342.710938
	Iteration 3F: 3 clusters Score -89795.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89870.343750 Penalty: 3342.710938
	Iteration 4Q: 3 clusters Score -89870.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89923.476562 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -89923.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89985.000000 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -89985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90045.906250 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -90045.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90122.414062 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -90122.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90189.617188 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -90189.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90249.570312 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -90249.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90279.867188 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -90279.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90296.843750 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -90296.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90315.054688 Penalty: 3342.710938
	Iteration 13Q: 3 clusters Score -90315.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90361.750000 Penalty: 3342.710938
	Iteration 14Q: 3 clusters Score -90361.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90409.203125 Penalty: 3342.710938
	Iteration 15Q: 3 clusters Score -90409.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90436.546875 Penalty: 3342.710938
	Iteration 16Q: 3 clusters Score -90436.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90449.039062 Penalty: 3342.710938
	Iteration 17Q: 3 clusters Score -90449.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90460.679688 Penalty: 3342.710938
	Iteration 18Q: 3 clusters Score -90460.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90471.898438 Penalty: 3342.710938
	Iteration 19Q: 3 clusters Score -90471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90476.195312 Penalty: 3342.710938
	Iteration 20F: 3 clusters Score -90476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90481.210938 Penalty: 3342.710938
	Iteration 21Q: 3 clusters Score -90481.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90485.390625 Penalty: 3342.710938
	Iteration 22Q: 3 clusters Score -90485.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90488.960938 Penalty: 3342.710938
	Iteration 23Q: 3 clusters Score -90488.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90490.546875 Penalty: 3342.710938
	Iteration 24Q: 3 clusters Score -90490.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90492.101562 Penalty: 3342.710938
	Iteration 25Q: 3 clusters Score -90492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90498.296875 Penalty: 3342.710938
	Iteration 26Q: 3 clusters Score -90498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90499.828125 Penalty: 3342.710938
	Iteration 27Q: 3 clusters Score -90499.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90500.734375 Penalty: 3342.710938
	Iteration 28Q: 3 clusters Score -90500.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90500.734375 Penalty: 3342.710938
	Iteration 29F: 3 clusters Score -90500.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -114959.570312 Penalty: 1746.703613
	Iteration 0F: 2 clusters Score -114959.6 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 571 members 
Entering Unmasked Estep 
Score: -112929.773438 Penalty: 3493.407227
	Iteration 0F: 3 clusters Score -112929.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113422.796875 Penalty: 3493.407227
	Iteration 1F: 3 clusters Score -113422.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113712.906250 Penalty: 3493.407227
	Iteration 2F: 3 clusters Score -113712.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113883.171875 Penalty: 3493.407227
	Iteration 3F: 3 clusters Score -113883.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -114021.250000 Penalty: 3493.407227
	Iteration 4F: 3 clusters Score -114021.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114148.312500 Penalty: 3493.407227
	Iteration 5Q: 3 clusters Score -114148.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -114247.789062 Penalty: 3493.407227
	Iteration 6Q: 3 clusters Score -114247.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -114307.375000 Penalty: 3493.407227
	Iteration 7Q: 3 clusters Score -114307.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114332.210938 Penalty: 3493.407227
	Iteration 8Q: 3 clusters Score -114332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114364.601562 Penalty: 3493.407227
	Iteration 9Q: 3 clusters Score -114364.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114410.570312 Penalty: 3493.407227
	Iteration 10Q: 3 clusters Score -114410.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -114469.625000 Penalty: 3493.407227
	Iteration 11Q: 3 clusters Score -114469.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114563.796875 Penalty: 3493.407227
	Iteration 12Q: 3 clusters Score -114563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114792.117188 Penalty: 3493.407227
	Iteration 13Q: 3 clusters Score -114792.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115413.734375 Penalty: 3493.407227
	Iteration 14Q: 3 clusters Score -115413.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115551.468750 Penalty: 3493.407227
	Iteration 15Q: 3 clusters Score -115551.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115606.453125 Penalty: 3493.407227
	Iteration 16Q: 3 clusters Score -115606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115651.578125 Penalty: 3493.407227
	Iteration 17Q: 3 clusters Score -115651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115682.554688 Penalty: 3493.407227
	Iteration 18Q: 3 clusters Score -115682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115706.054688 Penalty: 3493.407227
	Iteration 19Q: 3 clusters Score -115706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115746.312500 Penalty: 3493.407227
	Iteration 20F: 3 clusters Score -115746.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115796.250000 Penalty: 3493.407227
	Iteration 21Q: 3 clusters Score -115796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115825.375000 Penalty: 3493.407227
	Iteration 22Q: 3 clusters Score -115825.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -115874.914062 Penalty: 3493.407227
	Iteration 23Q: 3 clusters Score -115874.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -115952.203125 Penalty: 3493.407227
	Iteration 24Q: 3 clusters Score -115952.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116084.476562 Penalty: 3493.407227
	Iteration 25Q: 3 clusters Score -116084.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116252.804688 Penalty: 3493.407227
	Iteration 26Q: 3 clusters Score -116252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -116330.000000 Penalty: 3493.407227
	Iteration 27Q: 3 clusters Score -116330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -116359.015625 Penalty: 3493.407227
	Iteration 28Q: 3 clusters Score -116359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116371.726562 Penalty: 3493.407227
	Iteration 29Q: 3 clusters Score -116371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116379.781250 Penalty: 3493.407227
	Iteration 30Q: 3 clusters Score -116379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116388.835938 Penalty: 3493.407227
	Iteration 31Q: 3 clusters Score -116388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -116409.914062 Penalty: 3493.407227
	Iteration 32Q: 3 clusters Score -116409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116426.070312 Penalty: 3493.407227
	Iteration 33Q: 3 clusters Score -116426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -116427.226562 Penalty: 3493.407227
	Iteration 34Q: 3 clusters Score -116427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -116427.226562 Penalty: 3493.407227
	Iteration 35F: 3 clusters Score -116427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 142458 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33624 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 7 contains 151095 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 24174 members 
Mstep: Class 15 contains 41344 members 
Mstep: Class 16 contains 63933 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 309404 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105028 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 691 members 
Entering Unmasked Estep 
Score: -114569104.000000 Penalty: 89191.812500
Splitting cluster 20 changes total score from -114523352.000000 to -114569104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (309404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309404 members 
Entering Unmasked Estep 
Score: -35388080.000000 Penalty: 3135.316162
	Iteration 0F: 2 clusters Score -3.538808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -35193040.000000 Penalty: 6270.632324
	Iteration 0F: 3 clusters Score -3.519304e+07 nChanged 150076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 146393 members 
Entering Unmasked Estep 
Score: -35282272.000000 Penalty: 6270.632324
	Iteration 1F: 3 clusters Score -3.528227e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167921 members 
Mstep: Class 2 contains 141483 members 
Entering Unmasked Estep 
Score: -35283920.000000 Penalty: 6270.632324
	Iteration 2Q: 3 clusters Score -3.528392e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 133896 members 
Entering Unmasked Estep 
Score: -35286320.000000 Penalty: 6270.632324
	Iteration 3Q: 3 clusters Score -3.528632e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186923 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -35290880.000000 Penalty: 6270.632324
	Iteration 4Q: 3 clusters Score -3.529088e+07 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202921 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -35298524.000000 Penalty: 6270.632324
	Iteration 5F: 3 clusters Score -3.529852e+07 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223507 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -35311684.000000 Penalty: 6270.632324
	Iteration 6F: 3 clusters Score -3.531168e+07 nChanged 22873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245816 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -35328940.000000 Penalty: 6270.632324
	Iteration 7F: 3 clusters Score -3.532894e+07 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266007 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -35347136.000000 Penalty: 6270.632324
	Iteration 8F: 3 clusters Score -3.534714e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280713 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -35361252.000000 Penalty: 6270.632324
	Iteration 9Q: 3 clusters Score -3.536125e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289824 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -35370860.000000 Penalty: 6270.632324
	Iteration 10Q: 3 clusters Score -3.537086e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295277 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -35375348.000000 Penalty: 6270.632324
	Iteration 11Q: 3 clusters Score -3.537535e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298585 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -35378236.000000 Penalty: 6270.632324
	Iteration 12Q: 3 clusters Score -3.537824e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300931 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -35380044.000000 Penalty: 6270.632324
	Iteration 13Q: 3 clusters Score -3.538004e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302723 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -35381184.000000 Penalty: 6270.632324
	Iteration 14Q: 3 clusters Score -3.538118e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304009 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -35382184.000000 Penalty: 6270.632324
	Iteration 15Q: 3 clusters Score -3.538218e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304991 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -35382772.000000 Penalty: 6270.632324
	Iteration 16Q: 3 clusters Score -3.538277e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305752 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -35383208.000000 Penalty: 6270.632324
	Iteration 17Q: 3 clusters Score -3.538321e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306332 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -35383540.000000 Penalty: 6270.632324
	Iteration 18Q: 3 clusters Score -3.538354e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306800 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -35383908.000000 Penalty: 6270.632324
	Iteration 19Q: 3 clusters Score -3.538391e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307164 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -35384112.000000 Penalty: 6270.632324
	Iteration 20F: 3 clusters Score -3.538411e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307466 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -35384368.000000 Penalty: 6270.632324
	Iteration 21Q: 3 clusters Score -3.538437e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307705 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -35384560.000000 Penalty: 6270.632324
	Iteration 22Q: 3 clusters Score -3.538456e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307907 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -35384712.000000 Penalty: 6270.632324
	Iteration 23Q: 3 clusters Score -3.538471e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308059 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -35384832.000000 Penalty: 6270.632324
	Iteration 24Q: 3 clusters Score -3.538483e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308175 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -35385000.000000 Penalty: 6270.632324
	Iteration 25Q: 3 clusters Score -3.5385e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308258 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -35385088.000000 Penalty: 6270.632324
	Iteration 26Q: 3 clusters Score -3.538509e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308320 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -35385144.000000 Penalty: 6270.632324
	Iteration 27Q: 3 clusters Score -3.538514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308376 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -35385160.000000 Penalty: 6270.632324
	Iteration 28Q: 3 clusters Score -3.538516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308418 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -35385200.000000 Penalty: 6270.632324
	Iteration 29Q: 3 clusters Score -3.53852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308448 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -35385208.000000 Penalty: 6270.632324
	Iteration 30Q: 3 clusters Score -3.538521e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308477 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -35385232.000000 Penalty: 6270.632324
	Iteration 31Q: 3 clusters Score -3.538523e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308502 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -35385244.000000 Penalty: 6270.632324
	Iteration 32Q: 3 clusters Score -3.538524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308522 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -35385256.000000 Penalty: 6270.632324
	Iteration 33Q: 3 clusters Score -3.538526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308537 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -35385288.000000 Penalty: 6270.632324
	Iteration 34Q: 3 clusters Score -3.538529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308552 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -35385292.000000 Penalty: 6270.632324
	Iteration 35Q: 3 clusters Score -3.538529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308565 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -35385296.000000 Penalty: 6270.632324
	Iteration 36Q: 3 clusters Score -3.53853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308573 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -35385344.000000 Penalty: 6270.632324
	Iteration 37Q: 3 clusters Score -3.538534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308585 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -35385340.000000 Penalty: 6270.632324
	Iteration 38Q: 3 clusters Score -3.538534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308591 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -35385336.000000 Penalty: 6270.632324
	Iteration 39Q: 3 clusters Score -3.538534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308596 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35385336.000000 Penalty: 6270.632324
	Iteration 40F: 3 clusters Score -3.538534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308603 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -35385316.000000 Penalty: 6270.632324
	Iteration 41Q: 3 clusters Score -3.538532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308607 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35385336.000000 Penalty: 6270.632324
	Iteration 42Q: 3 clusters Score -3.538534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308613 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -35385356.000000 Penalty: 6270.632324
	Iteration 43Q: 3 clusters Score -3.538536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -35385360.000000 Penalty: 6270.632324
	Iteration 44Q: 3 clusters Score -3.538536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308625 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35385368.000000 Penalty: 6270.632324
	Iteration 45Q: 3 clusters Score -3.538537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308631 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -35385364.000000 Penalty: 6270.632324
	Iteration 46Q: 3 clusters Score -3.538536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308634 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -35385372.000000 Penalty: 6270.632324
	Iteration 47Q: 3 clusters Score -3.538537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308636 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -35385376.000000 Penalty: 6270.632324
	Iteration 48Q: 3 clusters Score -3.538538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308637 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -35385376.000000 Penalty: 6270.632324
	Iteration 49Q: 3 clusters Score -3.538538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308638 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -35385384.000000 Penalty: 6270.632324
	Iteration 50Q: 3 clusters Score -3.538538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308639 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -35385380.000000 Penalty: 6270.632324
	Iteration 51Q: 3 clusters Score -3.538538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308639 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -35385380.000000 Penalty: 6270.632324
	Iteration 52F: 3 clusters Score -3.538538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13874.863281 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13874.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12824.053711 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -12824.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12853.014648 Penalty: 2511.047119
	Iteration 1Q: 3 clusters Score -12853.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12878.009766 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -12878.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12883.910156 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -12883.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12883.910156 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -12883.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -65599.476562 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -65599.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64060.308594 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -64060.31 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64327.441406 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -64327.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64432.453125 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -64432.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64487.417969 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -64487.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64505.214844 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -64505.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64511.980469 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -64511.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64520.406250 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -64520.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64535.394531 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -64535.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64550.187500 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -64550.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64558.144531 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -64558.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64558.144531 Penalty: 3221.651611
	Iteration 10F: 3 clusters Score -64558.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 142458 members 
Mstep: Class 3 contains 46503 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33624 members 
Mstep: Class 6 contains 8158 members 
Mstep: Class 7 contains 151095 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 24174 members 
Mstep: Class 15 contains 41344 members 
Mstep: Class 16 contains 63933 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 454 members 
Mstep: Class 21 contains 309404 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114576440.000000 Penalty: 89191.812500
Iteration 79Q: 27 clusters Score -1.145764e+08 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 147563 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33617 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 148833 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 20563 members 
Mstep: Class 13 contains 34338 members 
Mstep: Class 14 contains 24328 members 
Mstep: Class 15 contains 41866 members 
Mstep: Class 16 contains 63841 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308050 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 103119 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114581080.000000 Penalty: 89191.812500
Iteration 80F: 27 clusters Score -1.145811e+08 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 151056 members 
Mstep: Class 3 contains 46388 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33558 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 7 contains 146911 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 20679 members 
Mstep: Class 13 contains 34261 members 
Mstep: Class 14 contains 23947 members 
Mstep: Class 15 contains 41384 members 
Mstep: Class 16 contains 63748 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 306822 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 103837 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583384.000000 Penalty: 89191.812500
Iteration 81Q: 27 clusters Score -1.145834e+08 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 154035 members 
Mstep: Class 3 contains 46349 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33472 members 
Mstep: Class 6 contains 8114 members 
Mstep: Class 7 contains 145102 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 296 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 20754 members 
Mstep: Class 13 contains 34210 members 
Mstep: Class 14 contains 23725 members 
Mstep: Class 15 contains 41115 members 
Mstep: Class 16 contains 63691 members 
Mstep: Class 17 contains 494 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 845 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 305845 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 104293 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584640.000000 Penalty: 89191.812500
Iteration 82Q: 27 clusters Score -1.145846e+08 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 156580 members 
Mstep: Class 3 contains 46347 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33391 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 143376 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 136 members 
Mstep: Class 11 contains 17176 members 
Mstep: Class 12 contains 20819 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 14 contains 23558 members 
Mstep: Class 15 contains 40939 members 
Mstep: Class 16 contains 63646 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 305138 members 
Mstep: Class 22 contains 153 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 104632 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585528.000000 Penalty: 89191.812500
Iteration 83Q: 27 clusters Score -1.145855e+08 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 158626 members 
Mstep: Class 3 contains 46337 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33317 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 141865 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 34130 members 
Mstep: Class 14 contains 23447 members 
Mstep: Class 15 contains 40815 members 
Mstep: Class 16 contains 63566 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304742 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 104867 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586288.000000 Penalty: 89191.812500
Iteration 84Q: 27 clusters Score -1.145863e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 160332 members 
Mstep: Class 3 contains 46337 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33246 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 140465 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 20927 members 
Mstep: Class 13 contains 34115 members 
Mstep: Class 14 contains 23356 members 
Mstep: Class 15 contains 40712 members 
Mstep: Class 16 contains 63521 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304487 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105079 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586952.000000 Penalty: 89191.812500
Iteration 85Q: 27 clusters Score -1.14587e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 161870 members 
Mstep: Class 3 contains 46327 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33177 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 139100 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 20964 members 
Mstep: Class 13 contains 34086 members 
Mstep: Class 14 contains 23281 members 
Mstep: Class 15 contains 40648 members 
Mstep: Class 16 contains 63488 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304381 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105259 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587160.000000 Penalty: 89191.812500
Iteration 86Q: 27 clusters Score -1.145872e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 163117 members 
Mstep: Class 3 contains 46330 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33131 members 
Mstep: Class 6 contains 8119 members 
Mstep: Class 7 contains 137835 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 20997 members 
Mstep: Class 13 contains 34066 members 
Mstep: Class 14 contains 23214 members 
Mstep: Class 15 contains 40612 members 
Mstep: Class 16 contains 63463 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304401 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105405 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587544.000000 Penalty: 89191.812500
Iteration 87Q: 27 clusters Score -1.145875e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 164168 members 
Mstep: Class 3 contains 46336 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33090 members 
Mstep: Class 6 contains 8115 members 
Mstep: Class 7 contains 136727 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 21017 members 
Mstep: Class 13 contains 34036 members 
Mstep: Class 14 contains 23165 members 
Mstep: Class 15 contains 40568 members 
Mstep: Class 16 contains 63440 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304497 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105522 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587408.000000 Penalty: 89191.812500
Iteration 88Q: 27 clusters Score -1.145874e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 165061 members 
Mstep: Class 3 contains 46357 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33065 members 
Mstep: Class 6 contains 8119 members 
Mstep: Class 7 contains 135662 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 21038 members 
Mstep: Class 13 contains 34032 members 
Mstep: Class 14 contains 23134 members 
Mstep: Class 15 contains 40523 members 
Mstep: Class 16 contains 63440 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304649 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105598 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587608.000000 Penalty: 89191.812500
Iteration 89Q: 27 clusters Score -1.145876e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 165796 members 
Mstep: Class 3 contains 46372 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33052 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 134707 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 21046 members 
Mstep: Class 13 contains 34037 members 
Mstep: Class 14 contains 23107 members 
Mstep: Class 15 contains 40494 members 
Mstep: Class 16 contains 63449 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 304842 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105652 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587712.000000 Penalty: 89191.812500
Iteration 90Q: 27 clusters Score -1.145877e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 166459 members 
Mstep: Class 3 contains 46384 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33035 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 133772 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 21062 members 
Mstep: Class 13 contains 34037 members 
Mstep: Class 14 contains 23081 members 
Mstep: Class 15 contains 40471 members 
Mstep: Class 16 contains 63454 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 305101 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105700 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587744.000000 Penalty: 89191.812500
Iteration 91Q: 27 clusters Score -1.145877e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 167051 members 
Mstep: Class 3 contains 46392 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 33013 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 132889 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 21071 members 
Mstep: Class 13 contains 34042 members 
Mstep: Class 14 contains 23060 members 
Mstep: Class 15 contains 40467 members 
Mstep: Class 16 contains 63464 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 305373 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105726 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587760.000000 Penalty: 89191.812500
Iteration 92Q: 27 clusters Score -1.145878e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 167612 members 
Mstep: Class 3 contains 46408 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32994 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 132050 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17179 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 34042 members 
Mstep: Class 14 contains 23038 members 
Mstep: Class 15 contains 40470 members 
Mstep: Class 16 contains 63453 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 305651 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105755 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587440.000000 Penalty: 89191.812500
Iteration 93Q: 27 clusters Score -1.145874e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 168054 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32982 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 131266 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17176 members 
Mstep: Class 12 contains 21085 members 
Mstep: Class 13 contains 34044 members 
Mstep: Class 14 contains 23022 members 
Mstep: Class 15 contains 40477 members 
Mstep: Class 16 contains 63451 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 305966 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105786 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587144.000000 Penalty: 89191.812500
Iteration 94Q: 27 clusters Score -1.145871e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 168446 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32977 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 130561 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 21094 members 
Mstep: Class 13 contains 34047 members 
Mstep: Class 14 contains 23015 members 
Mstep: Class 15 contains 40481 members 
Mstep: Class 16 contains 63463 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 306235 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105814 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587112.000000 Penalty: 89191.812500
Iteration 95Q: 27 clusters Score -1.145871e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 168848 members 
Mstep: Class 3 contains 46419 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32975 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 129842 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 21104 members 
Mstep: Class 13 contains 34060 members 
Mstep: Class 14 contains 23019 members 
Mstep: Class 15 contains 40489 members 
Mstep: Class 16 contains 63466 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 306522 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105807 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587344.000000 Penalty: 89191.812500
Iteration 96Q: 27 clusters Score -1.145873e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 169202 members 
Mstep: Class 3 contains 46424 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32979 members 
Mstep: Class 6 contains 8131 members 
Mstep: Class 7 contains 129209 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 21116 members 
Mstep: Class 13 contains 34068 members 
Mstep: Class 14 contains 23013 members 
Mstep: Class 15 contains 40494 members 
Mstep: Class 16 contains 63464 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 306784 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105797 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587400.000000 Penalty: 89191.812500
Iteration 97Q: 27 clusters Score -1.145874e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 169540 members 
Mstep: Class 3 contains 46436 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32978 members 
Mstep: Class 6 contains 8131 members 
Mstep: Class 7 contains 128605 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17175 members 
Mstep: Class 12 contains 21122 members 
Mstep: Class 13 contains 34089 members 
Mstep: Class 14 contains 23000 members 
Mstep: Class 15 contains 40496 members 
Mstep: Class 16 contains 63471 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 307030 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105782 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587040.000000 Penalty: 89191.812500
Iteration 98Q: 27 clusters Score -1.14587e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 169824 members 
Mstep: Class 3 contains 46445 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32975 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 128050 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 21134 members 
Mstep: Class 13 contains 34112 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 40509 members 
Mstep: Class 16 contains 63480 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 307267 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105772 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586824.000000 Penalty: 89191.812500
Iteration 99Q: 27 clusters Score -1.145868e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 170060 members 
Mstep: Class 3 contains 46454 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32973 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 127542 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17175 members 
Mstep: Class 12 contains 21145 members 
Mstep: Class 13 contains 34123 members 
Mstep: Class 14 contains 22972 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 63484 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 307490 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105781 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586472.000000 Penalty: 89191.812500
Iteration 100F: 27 clusters Score -1.145865e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 170287 members 
Mstep: Class 3 contains 46464 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32978 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 127092 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 21154 members 
Mstep: Class 13 contains 34129 members 
Mstep: Class 14 contains 22962 members 
Mstep: Class 15 contains 40539 members 
Mstep: Class 16 contains 63479 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 307698 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105770 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586544.000000 Penalty: 89191.812500
Iteration 101Q: 27 clusters Score -1.145865e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 170491 members 
Mstep: Class 3 contains 46468 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32981 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 126666 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 21167 members 
Mstep: Class 13 contains 34135 members 
Mstep: Class 14 contains 22964 members 
Mstep: Class 15 contains 40551 members 
Mstep: Class 16 contains 63478 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 307890 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105761 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586384.000000 Penalty: 89191.812500
Iteration 102Q: 27 clusters Score -1.145864e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 170713 members 
Mstep: Class 3 contains 46474 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32980 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 7 contains 126227 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 12 contains 21173 members 
Mstep: Class 13 contains 34141 members 
Mstep: Class 14 contains 22963 members 
Mstep: Class 15 contains 40547 members 
Mstep: Class 16 contains 63483 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308094 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105754 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586392.000000 Penalty: 89191.812500
Iteration 103Q: 27 clusters Score -1.145864e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 170959 members 
Mstep: Class 3 contains 46476 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32980 members 
Mstep: Class 6 contains 8136 members 
Mstep: Class 7 contains 125793 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17175 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 34153 members 
Mstep: Class 14 contains 22958 members 
Mstep: Class 15 contains 40562 members 
Mstep: Class 16 contains 63476 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308274 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105737 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586216.000000 Penalty: 89191.812500
Iteration 104Q: 27 clusters Score -1.145862e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 171150 members 
Mstep: Class 3 contains 46484 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32984 members 
Mstep: Class 6 contains 8137 members 
Mstep: Class 7 contains 125406 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 34164 members 
Mstep: Class 14 contains 22958 members 
Mstep: Class 15 contains 40571 members 
Mstep: Class 16 contains 63478 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 840 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308442 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105724 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586208.000000 Penalty: 89191.812500
Iteration 105Q: 27 clusters Score -1.145862e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 171331 members 
Mstep: Class 3 contains 46493 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32984 members 
Mstep: Class 6 contains 8137 members 
Mstep: Class 7 contains 125051 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17183 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 14 contains 22950 members 
Mstep: Class 15 contains 40581 members 
Mstep: Class 16 contains 63480 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308599 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105720 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586048.000000 Penalty: 89191.812500
Iteration 106Q: 27 clusters Score -1.14586e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 171512 members 
Mstep: Class 3 contains 46504 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32993 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 124706 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 21174 members 
Mstep: Class 13 contains 34174 members 
Mstep: Class 14 contains 22939 members 
Mstep: Class 15 contains 40580 members 
Mstep: Class 16 contains 63484 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308750 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 105714 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585944.000000 Penalty: 89191.812500
Iteration 107Q: 27 clusters Score -1.145859e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 171669 members 
Mstep: Class 3 contains 46505 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 32997 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 124358 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 21175 members 
Mstep: Class 13 contains 34179 members 
Mstep: Class 14 contains 22942 members 
Mstep: Class 15 contains 40599 members 
Mstep: Class 16 contains 63487 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 308909 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105711 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585816.000000 Penalty: 89191.812500
Iteration 108Q: 27 clusters Score -1.145858e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 171803 members 
Mstep: Class 3 contains 46504 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33006 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 124022 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 21186 members 
Mstep: Class 13 contains 34188 members 
Mstep: Class 14 contains 22944 members 
Mstep: Class 15 contains 40614 members 
Mstep: Class 16 contains 63490 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309074 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105700 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585736.000000 Penalty: 89191.812500
Iteration 109Q: 27 clusters Score -1.145857e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 171934 members 
Mstep: Class 3 contains 46506 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33010 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 123693 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 21193 members 
Mstep: Class 13 contains 34200 members 
Mstep: Class 14 contains 22954 members 
Mstep: Class 15 contains 40623 members 
Mstep: Class 16 contains 63491 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309241 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105689 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585480.000000 Penalty: 89191.812500
Iteration 110Q: 27 clusters Score -1.145855e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 172082 members 
Mstep: Class 3 contains 46513 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33020 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 123377 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 21199 members 
Mstep: Class 13 contains 34216 members 
Mstep: Class 14 contains 22961 members 
Mstep: Class 15 contains 40630 members 
Mstep: Class 16 contains 63497 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309366 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105672 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585472.000000 Penalty: 89191.812500
Iteration 111Q: 27 clusters Score -1.145855e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 172204 members 
Mstep: Class 3 contains 46517 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33022 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 123081 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17188 members 
Mstep: Class 12 contains 21199 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 14 contains 22960 members 
Mstep: Class 15 contains 40645 members 
Mstep: Class 16 contains 63495 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309506 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105667 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585248.000000 Penalty: 89191.812500
Iteration 112Q: 27 clusters Score -1.145852e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 46514 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33025 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 122795 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17188 members 
Mstep: Class 12 contains 21198 members 
Mstep: Class 13 contains 34255 members 
Mstep: Class 14 contains 22960 members 
Mstep: Class 15 contains 40663 members 
Mstep: Class 16 contains 63488 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309661 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105658 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584960.000000 Penalty: 89191.812500
Iteration 113Q: 27 clusters Score -1.14585e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 172431 members 
Mstep: Class 3 contains 46514 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33032 members 
Mstep: Class 6 contains 8131 members 
Mstep: Class 7 contains 122508 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17189 members 
Mstep: Class 12 contains 21198 members 
Mstep: Class 13 contains 34276 members 
Mstep: Class 14 contains 22961 members 
Mstep: Class 15 contains 40676 members 
Mstep: Class 16 contains 63475 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309806 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105652 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584872.000000 Penalty: 89191.812500
Iteration 114Q: 27 clusters Score -1.145849e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 172549 members 
Mstep: Class 3 contains 46513 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33030 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 122235 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21207 members 
Mstep: Class 13 contains 34293 members 
Mstep: Class 14 contains 22957 members 
Mstep: Class 15 contains 40682 members 
Mstep: Class 16 contains 63466 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 309944 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105649 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584880.000000 Penalty: 89191.812500
Iteration 115Q: 27 clusters Score -1.145849e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 172646 members 
Mstep: Class 3 contains 46520 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33028 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 121961 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21207 members 
Mstep: Class 13 contains 34317 members 
Mstep: Class 14 contains 22952 members 
Mstep: Class 15 contains 40689 members 
Mstep: Class 16 contains 63459 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310106 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105640 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584784.000000 Penalty: 89191.812500
Iteration 116Q: 27 clusters Score -1.145848e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 172703 members 
Mstep: Class 3 contains 46528 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33035 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 121710 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21212 members 
Mstep: Class 13 contains 34344 members 
Mstep: Class 14 contains 22957 members 
Mstep: Class 15 contains 40702 members 
Mstep: Class 16 contains 63455 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310249 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105633 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584760.000000 Penalty: 89191.812500
Iteration 117Q: 27 clusters Score -1.145848e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 172748 members 
Mstep: Class 3 contains 46528 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33045 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 121443 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21209 members 
Mstep: Class 13 contains 34369 members 
Mstep: Class 14 contains 22961 members 
Mstep: Class 15 contains 40711 members 
Mstep: Class 16 contains 63448 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310429 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105637 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584784.000000 Penalty: 89191.812500
Iteration 118Q: 27 clusters Score -1.145848e+08 nChanged 430
Entering ConstructFrom: 
Score: -114584784.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -749392.875000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -749392.9 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 3197 members 
Entering Unmasked Estep 
Score: -743955.187500 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -743955.2 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -745445.937500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -745445.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -745763.187500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -745763.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -745998.562500 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -745998.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -746199.625000 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -746199.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -746369.312500 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -746369.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -746517.062500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -746517.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -746646.375000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -746646.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -746755.312500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -746755.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -746849.250000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -746849.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -746950.812500 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -746950.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -747023.812500 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -747023.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -747076.812500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -747076.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -747127.687500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -747127.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -747189.062500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -747189.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -747246.750000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -747246.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -747290.375000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -747290.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -747326.562500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -747326.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -747358.812500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -747358.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -747384.937500 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -747384.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -747406.437500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -747406.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -747421.000000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -747421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -747435.437500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -747435.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -747448.937500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -747448.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -747462.875000 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -747462.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -747473.062500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -747473.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -747483.750000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -747483.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -747492.875000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -747492.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -747501.250000 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -747501.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -747508.250000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -747508.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -747518.125000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -747518.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -747527.062500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -747527.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -747537.687500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -747537.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -747546.687500 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -747546.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -747555.687500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -747555.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -747561.062500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -747561.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -747567.437500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -747567.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -747574.937500 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -747574.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -747583.562500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -747583.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -747591.312500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -747591.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -747594.812500 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -747594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -747599.375000 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -747599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -747599.875000 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -747599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -747604.062500 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -747604.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -747606.312500 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -747606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -747610.312500 Penalty: 4352.289062
	Iteration 45Q: 3 clusters Score -747610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -747610.875000 Penalty: 4352.289062
	Iteration 46Q: 3 clusters Score -747610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -747611.250000 Penalty: 4352.289062
	Iteration 47Q: 3 clusters Score -747611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -747611.250000 Penalty: 4352.289062
	Iteration 48F: 3 clusters Score -747611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Entering Unmasked Estep 
Score: -19878460.000000 Penalty: 2990.871338
	Iteration 0F: 2 clusters Score -1.987846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -19765526.000000 Penalty: 5981.742676
	Iteration 0F: 3 clusters Score -1.976553e+07 nChanged 82822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -19814530.000000 Penalty: 5981.742676
	Iteration 1F: 3 clusters Score -1.981453e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -19815936.000000 Penalty: 5981.742676
	Iteration 2Q: 3 clusters Score -1.981594e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -19817880.000000 Penalty: 5981.742676
	Iteration 3Q: 3 clusters Score -1.981788e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -19821580.000000 Penalty: 5981.742676
	Iteration 4Q: 3 clusters Score -1.982158e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -19827616.000000 Penalty: 5981.742676
	Iteration 5F: 3 clusters Score -1.982762e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -19837752.000000 Penalty: 5981.742676
	Iteration 6F: 3 clusters Score -1.983775e+07 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139034 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -19850938.000000 Penalty: 5981.742676
	Iteration 7F: 3 clusters Score -1.985094e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150642 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -19862602.000000 Penalty: 5981.742676
	Iteration 8F: 3 clusters Score -1.98626e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -19869458.000000 Penalty: 5981.742676
	Iteration 9Q: 3 clusters Score -1.986946e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -19872920.000000 Penalty: 5981.742676
	Iteration 10Q: 3 clusters Score -1.987292e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -19874398.000000 Penalty: 5981.742676
	Iteration 11Q: 3 clusters Score -1.98744e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -19874938.000000 Penalty: 5981.742676
	Iteration 12Q: 3 clusters Score -1.987494e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -19875306.000000 Penalty: 5981.742676
	Iteration 13Q: 3 clusters Score -1.987531e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -19875614.000000 Penalty: 5981.742676
	Iteration 14Q: 3 clusters Score -1.987561e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168045 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -19875736.000000 Penalty: 5981.742676
	Iteration 15Q: 3 clusters Score -1.987574e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -19875890.000000 Penalty: 5981.742676
	Iteration 16Q: 3 clusters Score -1.987589e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -19876010.000000 Penalty: 5981.742676
	Iteration 17Q: 3 clusters Score -1.987601e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -19876142.000000 Penalty: 5981.742676
	Iteration 18Q: 3 clusters Score -1.987614e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -19876270.000000 Penalty: 5981.742676
	Iteration 19Q: 3 clusters Score -1.987627e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -19876276.000000 Penalty: 5981.742676
	Iteration 20F: 3 clusters Score -1.987628e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170074 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19876342.000000 Penalty: 5981.742676
	Iteration 21Q: 3 clusters Score -1.987634e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -19876332.000000 Penalty: 5981.742676
	Iteration 22Q: 3 clusters Score -1.987633e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170375 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19876372.000000 Penalty: 5981.742676
	Iteration 23Q: 3 clusters Score -1.987637e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19876390.000000 Penalty: 5981.742676
	Iteration 24Q: 3 clusters Score -1.987639e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170560 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -19876434.000000 Penalty: 5981.742676
	Iteration 25Q: 3 clusters Score -1.987643e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170635 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -19876444.000000 Penalty: 5981.742676
	Iteration 26Q: 3 clusters Score -1.987644e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19876492.000000 Penalty: 5981.742676
	Iteration 27Q: 3 clusters Score -1.987649e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170767 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19876502.000000 Penalty: 5981.742676
	Iteration 28Q: 3 clusters Score -1.98765e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19876510.000000 Penalty: 5981.742676
	Iteration 29Q: 3 clusters Score -1.987651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170836 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19876506.000000 Penalty: 5981.742676
	Iteration 30Q: 3 clusters Score -1.987651e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170860 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19876474.000000 Penalty: 5981.742676
	Iteration 31Q: 3 clusters Score -1.987647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170889 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19876486.000000 Penalty: 5981.742676
	Iteration 32Q: 3 clusters Score -1.987649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19876506.000000 Penalty: 5981.742676
	Iteration 33Q: 3 clusters Score -1.987651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -19876508.000000 Penalty: 5981.742676
	Iteration 34Q: 3 clusters Score -1.987651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19876520.000000 Penalty: 5981.742676
	Iteration 35Q: 3 clusters Score -1.987652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170959 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19876520.000000 Penalty: 5981.742676
	Iteration 36Q: 3 clusters Score -1.987652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170972 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19876536.000000 Penalty: 5981.742676
	Iteration 37Q: 3 clusters Score -1.987654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19876548.000000 Penalty: 5981.742676
	Iteration 38Q: 3 clusters Score -1.987655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19876534.000000 Penalty: 5981.742676
	Iteration 39Q: 3 clusters Score -1.987653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19876518.000000 Penalty: 5981.742676
	Iteration 40F: 3 clusters Score -1.987652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -19876532.000000 Penalty: 5981.742676
	Iteration 41Q: 3 clusters Score -1.987653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -19876534.000000 Penalty: 5981.742676
	Iteration 42Q: 3 clusters Score -1.987653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171002 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -19876532.000000 Penalty: 5981.742676
	Iteration 43Q: 3 clusters Score -1.987653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19876532.000000 Penalty: 5981.742676
	Iteration 44Q: 3 clusters Score -1.987653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19876532.000000 Penalty: 5981.742676
	Iteration 45F: 3 clusters Score -1.987653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -5454450.500000 Penalty: 2665.478027
	Iteration 0F: 2 clusters Score -5454450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -5423244.000000 Penalty: 5330.956055
	Iteration 0F: 3 clusters Score -5423244 nChanged 21374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5434984.000000 Penalty: 5330.956055
	Iteration 1F: 3 clusters Score -5434984 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -5435560.500000 Penalty: 5330.956055
	Iteration 2Q: 3 clusters Score -5435560 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -5436128.000000 Penalty: 5330.956055
	Iteration 3Q: 3 clusters Score -5436128 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -5436803.000000 Penalty: 5330.956055
	Iteration 4Q: 3 clusters Score -5436803 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -5437799.000000 Penalty: 5330.956055
	Iteration 5Q: 3 clusters Score -5437799 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5439449.500000 Penalty: 5330.956055
	Iteration 6F: 3 clusters Score -5439450 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -5441937.500000 Penalty: 5330.956055
	Iteration 7F: 3 clusters Score -5441938 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5445249.000000 Penalty: 5330.956055
	Iteration 8F: 3 clusters Score -5445249 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5448448.500000 Penalty: 5330.956055
	Iteration 9F: 3 clusters Score -5448448 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5450351.500000 Penalty: 5330.956055
	Iteration 10Q: 3 clusters Score -5450352 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5451261.000000 Penalty: 5330.956055
	Iteration 11Q: 3 clusters Score -5451261 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5451707.500000 Penalty: 5330.956055
	Iteration 12Q: 3 clusters Score -5451708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5451920.000000 Penalty: 5330.956055
	Iteration 13Q: 3 clusters Score -5451920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5452018.500000 Penalty: 5330.956055
	Iteration 14Q: 3 clusters Score -5452018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5452069.000000 Penalty: 5330.956055
	Iteration 15Q: 3 clusters Score -5452069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5452085.500000 Penalty: 5330.956055
	Iteration 16Q: 3 clusters Score -5452086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5452106.500000 Penalty: 5330.956055
	Iteration 17Q: 3 clusters Score -5452106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5452115.000000 Penalty: 5330.956055
	Iteration 18Q: 3 clusters Score -5452115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5452124.000000 Penalty: 5330.956055
	Iteration 19Q: 3 clusters Score -5452124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5452129.500000 Penalty: 5330.956055
	Iteration 20F: 3 clusters Score -5452130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5452132.000000 Penalty: 5330.956055
	Iteration 21Q: 3 clusters Score -5452132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5452139.000000 Penalty: 5330.956055
	Iteration 22Q: 3 clusters Score -5452139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5452145.000000 Penalty: 5330.956055
	Iteration 23Q: 3 clusters Score -5452145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5452153.500000 Penalty: 5330.956055
	Iteration 24Q: 3 clusters Score -5452154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5452165.500000 Penalty: 5330.956055
	Iteration 25Q: 3 clusters Score -5452166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5452159.000000 Penalty: 5330.956055
	Iteration 26Q: 3 clusters Score -5452159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5452163.000000 Penalty: 5330.956055
	Iteration 27Q: 3 clusters Score -5452163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5452166.500000 Penalty: 5330.956055
	Iteration 28Q: 3 clusters Score -5452166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5452168.000000 Penalty: 5330.956055
	Iteration 29Q: 3 clusters Score -5452168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5452168.000000 Penalty: 5330.956055
	Iteration 30F: 3 clusters Score -5452168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -214275.593750 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -214275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -211767.906250 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -211767.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -212187.734375 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -212187.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212293.578125 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -212293.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -212336.078125 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -212336.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212368.390625 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -212368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -212386.390625 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -212386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212395.859375 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -212395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212403.765625 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -212403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -212412.140625 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -212412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212419.062500 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -212419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212428.187500 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -212428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -212438.125000 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -212438.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -212445.937500 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -212445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -212449.250000 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -212449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212455.062500 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -212455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212464.109375 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -212464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -212469.687500 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -212469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212474.265625 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -212474.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -212479.640625 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -212479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212484.203125 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -212484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -212485.687500 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -212485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212487.609375 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -212487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -212488.234375 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -212488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212488.921875 Penalty: 3739.093506
	Iteration 23Q: 3 clusters Score -212488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212488.921875 Penalty: 3739.093506
	Iteration 24F: 3 clusters Score -212488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Entering Unmasked Estep 
Score: -3720032.250000 Penalty: 2580.692871
	Iteration 0F: 2 clusters Score -3720032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3697498.000000 Penalty: 5161.385742
	Iteration 0F: 3 clusters Score -3697498 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3705672.000000 Penalty: 5161.385742
	Iteration 1F: 3 clusters Score -3705672 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3706102.000000 Penalty: 5161.385742
	Iteration 2Q: 3 clusters Score -3706102 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3706550.750000 Penalty: 5161.385742
	Iteration 3Q: 3 clusters Score -3706551 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3707008.000000 Penalty: 5161.385742
	Iteration 4Q: 3 clusters Score -3707008 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3707460.000000 Penalty: 5161.385742
	Iteration 5Q: 3 clusters Score -3707460 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3707997.250000 Penalty: 5161.385742
	Iteration 6Q: 3 clusters Score -3707997 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3708540.000000 Penalty: 5161.385742
	Iteration 7Q: 3 clusters Score -3708540 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3709117.250000 Penalty: 5161.385742
	Iteration 8Q: 3 clusters Score -3709117 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3709723.500000 Penalty: 5161.385742
	Iteration 9Q: 3 clusters Score -3709724 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3710463.500000 Penalty: 5161.385742
	Iteration 10Q: 3 clusters Score -3710464 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3711232.750000 Penalty: 5161.385742
	Iteration 11Q: 3 clusters Score -3711233 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3712106.000000 Penalty: 5161.385742
	Iteration 12Q: 3 clusters Score -3712106 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3713136.000000 Penalty: 5161.385742
	Iteration 13Q: 3 clusters Score -3713136 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3714291.250000 Penalty: 5161.385742
	Iteration 14Q: 3 clusters Score -3714291 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3715237.000000 Penalty: 5161.385742
	Iteration 15Q: 3 clusters Score -3715237 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3715914.000000 Penalty: 5161.385742
	Iteration 16Q: 3 clusters Score -3715914 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3716335.250000 Penalty: 5161.385742
	Iteration 17Q: 3 clusters Score -3716335 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3716639.500000 Penalty: 5161.385742
	Iteration 18Q: 3 clusters Score -3716640 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3716878.250000 Penalty: 5161.385742
	Iteration 19Q: 3 clusters Score -3716878 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3717075.750000 Penalty: 5161.385742
	Iteration 20F: 3 clusters Score -3717076 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3717217.250000 Penalty: 5161.385742
	Iteration 21Q: 3 clusters Score -3717217 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3717323.250000 Penalty: 5161.385742
	Iteration 22Q: 3 clusters Score -3717323 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3717419.500000 Penalty: 5161.385742
	Iteration 23Q: 3 clusters Score -3717420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3717486.250000 Penalty: 5161.385742
	Iteration 24Q: 3 clusters Score -3717486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3717551.000000 Penalty: 5161.385742
	Iteration 25Q: 3 clusters Score -3717551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3717623.000000 Penalty: 5161.385742
	Iteration 26Q: 3 clusters Score -3717623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3717674.000000 Penalty: 5161.385742
	Iteration 27Q: 3 clusters Score -3717674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3717726.000000 Penalty: 5161.385742
	Iteration 28Q: 3 clusters Score -3717726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3717757.000000 Penalty: 5161.385742
	Iteration 29Q: 3 clusters Score -3717757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3717773.000000 Penalty: 5161.385742
	Iteration 30Q: 3 clusters Score -3717773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3717786.000000 Penalty: 5161.385742
	Iteration 31Q: 3 clusters Score -3717786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3717795.750000 Penalty: 5161.385742
	Iteration 32Q: 3 clusters Score -3717796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3717797.250000 Penalty: 5161.385742
	Iteration 33Q: 3 clusters Score -3717797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3717804.250000 Penalty: 5161.385742
	Iteration 34Q: 3 clusters Score -3717804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3717805.500000 Penalty: 5161.385742
	Iteration 35Q: 3 clusters Score -3717806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3717814.750000 Penalty: 5161.385742
	Iteration 36Q: 3 clusters Score -3717815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3717819.000000 Penalty: 5161.385742
	Iteration 37Q: 3 clusters Score -3717819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3717817.000000 Penalty: 5161.385742
	Iteration 38Q: 3 clusters Score -3717817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3717821.250000 Penalty: 5161.385742
	Iteration 39Q: 3 clusters Score -3717821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3717824.750000 Penalty: 5161.385742
	Iteration 40F: 3 clusters Score -3717825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3717828.750000 Penalty: 5161.385742
	Iteration 41Q: 3 clusters Score -3717829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3717838.750000 Penalty: 5161.385742
	Iteration 42Q: 3 clusters Score -3717839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3717839.500000 Penalty: 5161.385742
	Iteration 43Q: 3 clusters Score -3717840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3717842.500000 Penalty: 5161.385742
	Iteration 44Q: 3 clusters Score -3717842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3717841.000000 Penalty: 5161.385742
	Iteration 45Q: 3 clusters Score -3717841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3717844.000000 Penalty: 5161.385742
	Iteration 46Q: 3 clusters Score -3717844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3717844.500000 Penalty: 5161.385742
	Iteration 47Q: 3 clusters Score -3717844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3717844.500000 Penalty: 5161.385742
	Iteration 48F: 3 clusters Score -3717844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -929549.437500 Penalty: 2232.639404
	Iteration 0F: 2 clusters Score -929549.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -923010.875000 Penalty: 4465.278809
	Iteration 0F: 3 clusters Score -923010.9 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -924788.500000 Penalty: 4465.278809
	Iteration 1F: 3 clusters Score -924788.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -925054.687500 Penalty: 4465.278809
	Iteration 2F: 3 clusters Score -925054.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -925236.937500 Penalty: 4465.278809
	Iteration 3Q: 3 clusters Score -925236.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -925368.187500 Penalty: 4465.278809
	Iteration 4Q: 3 clusters Score -925368.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -925473.687500 Penalty: 4465.278809
	Iteration 5Q: 3 clusters Score -925473.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -925596.625000 Penalty: 4465.278809
	Iteration 6Q: 3 clusters Score -925596.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -925755.875000 Penalty: 4465.278809
	Iteration 7Q: 3 clusters Score -925755.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -925912.062500 Penalty: 4465.278809
	Iteration 8Q: 3 clusters Score -925912.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -926057.687500 Penalty: 4465.278809
	Iteration 9Q: 3 clusters Score -926057.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -926193.375000 Penalty: 4465.278809
	Iteration 10Q: 3 clusters Score -926193.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -926320.750000 Penalty: 4465.278809
	Iteration 11Q: 3 clusters Score -926320.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -926431.250000 Penalty: 4465.278809
	Iteration 12Q: 3 clusters Score -926431.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -926527.062500 Penalty: 4465.278809
	Iteration 13Q: 3 clusters Score -926527.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -926613.500000 Penalty: 4465.278809
	Iteration 14Q: 3 clusters Score -926613.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -926680.750000 Penalty: 4465.278809
	Iteration 15Q: 3 clusters Score -926680.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -926739.000000 Penalty: 4465.278809
	Iteration 16Q: 3 clusters Score -926739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -926815.375000 Penalty: 4465.278809
	Iteration 17Q: 3 clusters Score -926815.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -926885.500000 Penalty: 4465.278809
	Iteration 18Q: 3 clusters Score -926885.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -926956.375000 Penalty: 4465.278809
	Iteration 19Q: 3 clusters Score -926956.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -927022.937500 Penalty: 4465.278809
	Iteration 20F: 3 clusters Score -927022.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -927089.000000 Penalty: 4465.278809
	Iteration 21Q: 3 clusters Score -927089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -927152.000000 Penalty: 4465.278809
	Iteration 22Q: 3 clusters Score -927152 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -927206.687500 Penalty: 4465.278809
	Iteration 23Q: 3 clusters Score -927206.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -927246.125000 Penalty: 4465.278809
	Iteration 24Q: 3 clusters Score -927246.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -927276.437500 Penalty: 4465.278809
	Iteration 25Q: 3 clusters Score -927276.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -927299.000000 Penalty: 4465.278809
	Iteration 26Q: 3 clusters Score -927299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -927311.187500 Penalty: 4465.278809
	Iteration 27Q: 3 clusters Score -927311.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -927318.375000 Penalty: 4465.278809
	Iteration 28Q: 3 clusters Score -927318.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -927329.000000 Penalty: 4465.278809
	Iteration 29Q: 3 clusters Score -927329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -927334.562500 Penalty: 4465.278809
	Iteration 30Q: 3 clusters Score -927334.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -927345.312500 Penalty: 4465.278809
	Iteration 31Q: 3 clusters Score -927345.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -927351.562500 Penalty: 4465.278809
	Iteration 32Q: 3 clusters Score -927351.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -927354.125000 Penalty: 4465.278809
	Iteration 33Q: 3 clusters Score -927354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -927365.812500 Penalty: 4465.278809
	Iteration 34Q: 3 clusters Score -927365.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -927372.062500 Penalty: 4465.278809
	Iteration 35Q: 3 clusters Score -927372.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -927376.437500 Penalty: 4465.278809
	Iteration 36Q: 3 clusters Score -927376.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -927382.250000 Penalty: 4465.278809
	Iteration 37Q: 3 clusters Score -927382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -927388.125000 Penalty: 4465.278809
	Iteration 38Q: 3 clusters Score -927388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -927390.000000 Penalty: 4465.278809
	Iteration 39Q: 3 clusters Score -927390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -927396.375000 Penalty: 4465.278809
	Iteration 40F: 3 clusters Score -927396.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -927403.937500 Penalty: 4465.278809
	Iteration 41Q: 3 clusters Score -927403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -927407.250000 Penalty: 4465.278809
	Iteration 42Q: 3 clusters Score -927407.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -927411.250000 Penalty: 4465.278809
	Iteration 43Q: 3 clusters Score -927411.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -927416.250000 Penalty: 4465.278809
	Iteration 44Q: 3 clusters Score -927416.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -927421.562500 Penalty: 4465.278809
	Iteration 45Q: 3 clusters Score -927421.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -927429.500000 Penalty: 4465.278809
	Iteration 46Q: 3 clusters Score -927429.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -927438.937500 Penalty: 4465.278809
	Iteration 47Q: 3 clusters Score -927438.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -927447.187500 Penalty: 4465.278809
	Iteration 48Q: 3 clusters Score -927447.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -927457.187500 Penalty: 4465.278809
	Iteration 49Q: 3 clusters Score -927457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -927461.687500 Penalty: 4465.278809
	Iteration 50Q: 3 clusters Score -927461.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -927465.625000 Penalty: 4465.278809
	Iteration 51Q: 3 clusters Score -927465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -927472.437500 Penalty: 4465.278809
	Iteration 52Q: 3 clusters Score -927472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -927476.625000 Penalty: 4465.278809
	Iteration 53Q: 3 clusters Score -927476.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -927480.687500 Penalty: 4465.278809
	Iteration 54Q: 3 clusters Score -927480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -927485.812500 Penalty: 4465.278809
	Iteration 55Q: 3 clusters Score -927485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -927490.375000 Penalty: 4465.278809
	Iteration 56Q: 3 clusters Score -927490.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -927499.125000 Penalty: 4465.278809
	Iteration 57Q: 3 clusters Score -927499.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -927504.312500 Penalty: 4465.278809
	Iteration 58Q: 3 clusters Score -927504.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -927511.250000 Penalty: 4465.278809
	Iteration 59Q: 3 clusters Score -927511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -927516.562500 Penalty: 4465.278809
	Iteration 60F: 3 clusters Score -927516.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -927523.687500 Penalty: 4465.278809
	Iteration 61Q: 3 clusters Score -927523.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -927530.062500 Penalty: 4465.278809
	Iteration 62Q: 3 clusters Score -927530.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -927540.812500 Penalty: 4465.278809
	Iteration 63Q: 3 clusters Score -927540.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -927553.500000 Penalty: 4465.278809
	Iteration 64Q: 3 clusters Score -927553.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -927570.250000 Penalty: 4465.278809
	Iteration 65Q: 3 clusters Score -927570.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -927590.000000 Penalty: 4465.278809
	Iteration 66Q: 3 clusters Score -927590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -927598.750000 Penalty: 4465.278809
	Iteration 67Q: 3 clusters Score -927598.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -927615.625000 Penalty: 4465.278809
	Iteration 68Q: 3 clusters Score -927615.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -927633.562500 Penalty: 4465.278809
	Iteration 69Q: 3 clusters Score -927633.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -927658.437500 Penalty: 4465.278809
	Iteration 70Q: 3 clusters Score -927658.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -927674.562500 Penalty: 4465.278809
	Iteration 71Q: 3 clusters Score -927674.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -927685.437500 Penalty: 4465.278809
	Iteration 72Q: 3 clusters Score -927685.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -927701.562500 Penalty: 4465.278809
	Iteration 73Q: 3 clusters Score -927701.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -927717.062500 Penalty: 4465.278809
	Iteration 74Q: 3 clusters Score -927717.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -927732.125000 Penalty: 4465.278809
	Iteration 75Q: 3 clusters Score -927732.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -927743.687500 Penalty: 4465.278809
	Iteration 76Q: 3 clusters Score -927743.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -927757.625000 Penalty: 4465.278809
	Iteration 77Q: 3 clusters Score -927757.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -927769.812500 Penalty: 4465.278809
	Iteration 78Q: 3 clusters Score -927769.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -927779.187500 Penalty: 4465.278809
	Iteration 79Q: 3 clusters Score -927779.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -927784.562500 Penalty: 4465.278809
	Iteration 80F: 3 clusters Score -927784.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -927789.250000 Penalty: 4465.278809
	Iteration 81Q: 3 clusters Score -927789.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -927794.937500 Penalty: 4465.278809
	Iteration 82Q: 3 clusters Score -927794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -927802.562500 Penalty: 4465.278809
	Iteration 83Q: 3 clusters Score -927802.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -927805.000000 Penalty: 4465.278809
	Iteration 84Q: 3 clusters Score -927805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -927806.375000 Penalty: 4465.278809
	Iteration 85Q: 3 clusters Score -927806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -927809.625000 Penalty: 4465.278809
	Iteration 86Q: 3 clusters Score -927809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -927813.312500 Penalty: 4465.278809
	Iteration 87Q: 3 clusters Score -927813.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -927817.750000 Penalty: 4465.278809
	Iteration 88Q: 3 clusters Score -927817.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -927819.812500 Penalty: 4465.278809
	Iteration 89Q: 3 clusters Score -927819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -927824.312500 Penalty: 4465.278809
	Iteration 90Q: 3 clusters Score -927824.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -927827.000000 Penalty: 4465.278809
	Iteration 91Q: 3 clusters Score -927827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -927826.125000 Penalty: 4465.278809
	Iteration 92Q: 3 clusters Score -927826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -927826.562500 Penalty: 4465.278809
	Iteration 93Q: 3 clusters Score -927826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -927829.375000 Penalty: 4465.278809
	Iteration 94Q: 3 clusters Score -927829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -927833.125000 Penalty: 4465.278809
	Iteration 95Q: 3 clusters Score -927833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -927833.375000 Penalty: 4465.278809
	Iteration 96Q: 3 clusters Score -927833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -927833.375000 Penalty: 4465.278809
	Iteration 97F: 3 clusters Score -927833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121192 members 
Entering Unmasked Estep 
Score: -14024615.000000 Penalty: 2902.872559
	Iteration 0F: 2 clusters Score -1.402462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -13943610.000000 Penalty: 5805.745117
	Iteration 0F: 3 clusters Score -1.394361e+07 nChanged 57527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -13976756.000000 Penalty: 5805.745117
	Iteration 1F: 3 clusters Score -1.397676e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -13977789.000000 Penalty: 5805.745117
	Iteration 2Q: 3 clusters Score -1.397779e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -13979001.000000 Penalty: 5805.745117
	Iteration 3Q: 3 clusters Score -1.3979e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -13980571.000000 Penalty: 5805.745117
	Iteration 4Q: 3 clusters Score -1.398057e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -13982892.000000 Penalty: 5805.745117
	Iteration 5Q: 3 clusters Score -1.398289e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -13986349.000000 Penalty: 5805.745117
	Iteration 6F: 3 clusters Score -1.398635e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -13991459.000000 Penalty: 5805.745117
	Iteration 7F: 3 clusters Score -1.399146e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -13998042.000000 Penalty: 5805.745117
	Iteration 8F: 3 clusters Score -1.399804e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -14005151.000000 Penalty: 5805.745117
	Iteration 9F: 3 clusters Score -1.400515e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -14011273.000000 Penalty: 5805.745117
	Iteration 10F: 3 clusters Score -1.401127e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -14015909.000000 Penalty: 5805.745117
	Iteration 11Q: 3 clusters Score -1.401591e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -14018719.000000 Penalty: 5805.745117
	Iteration 12Q: 3 clusters Score -1.401872e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118584 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14020308.000000 Penalty: 5805.745117
	Iteration 13Q: 3 clusters Score -1.402031e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14021119.000000 Penalty: 5805.745117
	Iteration 14Q: 3 clusters Score -1.402112e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14021525.000000 Penalty: 5805.745117
	Iteration 15Q: 3 clusters Score -1.402152e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14021730.000000 Penalty: 5805.745117
	Iteration 16Q: 3 clusters Score -1.402173e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120606 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14021880.000000 Penalty: 5805.745117
	Iteration 17Q: 3 clusters Score -1.402188e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14021950.000000 Penalty: 5805.745117
	Iteration 18Q: 3 clusters Score -1.402195e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14021963.000000 Penalty: 5805.745117
	Iteration 19Q: 3 clusters Score -1.402196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14021988.000000 Penalty: 5805.745117
	Iteration 20F: 3 clusters Score -1.402199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120746 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14022002.000000 Penalty: 5805.745117
	Iteration 21Q: 3 clusters Score -1.4022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14022023.000000 Penalty: 5805.745117
	Iteration 22Q: 3 clusters Score -1.402202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14022023.000000 Penalty: 5805.745117
	Iteration 23Q: 3 clusters Score -1.402202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14022034.000000 Penalty: 5805.745117
	Iteration 24Q: 3 clusters Score -1.402203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14022046.000000 Penalty: 5805.745117
	Iteration 25Q: 3 clusters Score -1.402205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14022049.000000 Penalty: 5805.745117
	Iteration 26Q: 3 clusters Score -1.402205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14022056.000000 Penalty: 5805.745117
	Iteration 27Q: 3 clusters Score -1.402206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -14022059.000000 Penalty: 5805.745117
	Iteration 28Q: 3 clusters Score -1.402206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120793 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14022072.000000 Penalty: 5805.745117
	Iteration 29Q: 3 clusters Score -1.402207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14022076.000000 Penalty: 5805.745117
	Iteration 30Q: 3 clusters Score -1.402208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14022078.000000 Penalty: 5805.745117
	Iteration 31Q: 3 clusters Score -1.402208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14022076.000000 Penalty: 5805.745117
	Iteration 32Q: 3 clusters Score -1.402208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14022075.000000 Penalty: 5805.745117
	Iteration 33Q: 3 clusters Score -1.402208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14022073.000000 Penalty: 5805.745117
	Iteration 34Q: 3 clusters Score -1.402207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14022078.000000 Penalty: 5805.745117
	Iteration 35Q: 3 clusters Score -1.402208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14022076.000000 Penalty: 5805.745117
	Iteration 36Q: 3 clusters Score -1.402208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14022085.000000 Penalty: 5805.745117
	Iteration 37Q: 3 clusters Score -1.402208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14022092.000000 Penalty: 5805.745117
	Iteration 38Q: 3 clusters Score -1.402209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14022096.000000 Penalty: 5805.745117
	Iteration 39Q: 3 clusters Score -1.40221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14022095.000000 Penalty: 5805.745117
	Iteration 40F: 3 clusters Score -1.40221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14022095.000000 Penalty: 5805.745117
	Iteration 41Q: 3 clusters Score -1.40221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14022095.000000 Penalty: 5805.745117
	Iteration 42F: 3 clusters Score -1.40221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -202188.328125 Penalty: 1852.615601
	Iteration 0F: 2 clusters Score -202188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -199708.015625 Penalty: 3705.231201
	Iteration 0F: 3 clusters Score -199708 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -200121.953125 Penalty: 3705.231201
	Iteration 1F: 3 clusters Score -200122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -200207.187500 Penalty: 3705.231201
	Iteration 2F: 3 clusters Score -200207.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -200252.000000 Penalty: 3705.231201
	Iteration 3Q: 3 clusters Score -200252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -200284.656250 Penalty: 3705.231201
	Iteration 4Q: 3 clusters Score -200284.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -200309.984375 Penalty: 3705.231201
	Iteration 5Q: 3 clusters Score -200310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -200327.921875 Penalty: 3705.231201
	Iteration 6Q: 3 clusters Score -200327.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200339.843750 Penalty: 3705.231201
	Iteration 7Q: 3 clusters Score -200339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -200346.796875 Penalty: 3705.231201
	Iteration 8Q: 3 clusters Score -200346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -200352.312500 Penalty: 3705.231201
	Iteration 9Q: 3 clusters Score -200352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200358.281250 Penalty: 3705.231201
	Iteration 10Q: 3 clusters Score -200358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -200365.703125 Penalty: 3705.231201
	Iteration 11Q: 3 clusters Score -200365.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -200374.171875 Penalty: 3705.231201
	Iteration 12Q: 3 clusters Score -200374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -200377.281250 Penalty: 3705.231201
	Iteration 13Q: 3 clusters Score -200377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -200377.437500 Penalty: 3705.231201
	Iteration 14Q: 3 clusters Score -200377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -200377.437500 Penalty: 3705.231201
	Iteration 15F: 3 clusters Score -200377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -30426.929688 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -30426.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29162.167969 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -29162.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29249.150391 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -29249.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29279.732422 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -29279.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29289.148438 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -29289.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29299.929688 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -29299.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29304.552734 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -29304.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29311.113281 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -29311.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29314.000000 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -29314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29314.000000 Penalty: 2820.739746
	Iteration 8F: 3 clusters Score -29314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11841.208008 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11841.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10927.117188 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10927.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10977.924805 Penalty: 2429.328613
	Iteration 1Q: 3 clusters Score -10977.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10991.051758 Penalty: 2429.328613
	Iteration 2Q: 3 clusters Score -10991.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11004.315430 Penalty: 2429.328613
	Iteration 3Q: 3 clusters Score -11004.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11004.315430 Penalty: 2429.328613
	Iteration 4F: 3 clusters Score -11004.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Entering Unmasked Estep 
Score: -1997605.250000 Penalty: 2418.603027
	Iteration 0F: 2 clusters Score -1997605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1985433.875000 Penalty: 4837.206055
	Iteration 0F: 3 clusters Score -1985434 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1989649.000000 Penalty: 4837.206055
	Iteration 1F: 3 clusters Score -1989649 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1990217.000000 Penalty: 4837.206055
	Iteration 2F: 3 clusters Score -1990217 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1990793.125000 Penalty: 4837.206055
	Iteration 3F: 3 clusters Score -1990793 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1991366.250000 Penalty: 4837.206055
	Iteration 4F: 3 clusters Score -1991366 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1992053.375000 Penalty: 4837.206055
	Iteration 5F: 3 clusters Score -1992053 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1992921.625000 Penalty: 4837.206055
	Iteration 6F: 3 clusters Score -1992922 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1993811.000000 Penalty: 4837.206055
	Iteration 7F: 3 clusters Score -1993811 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1994586.375000 Penalty: 4837.206055
	Iteration 8F: 3 clusters Score -1994586 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1995100.750000 Penalty: 4837.206055
	Iteration 9Q: 3 clusters Score -1995101 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1995420.000000 Penalty: 4837.206055
	Iteration 10Q: 3 clusters Score -1995420 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1995597.500000 Penalty: 4837.206055
	Iteration 11Q: 3 clusters Score -1995598 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1995735.625000 Penalty: 4837.206055
	Iteration 12Q: 3 clusters Score -1995736 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1995817.750000 Penalty: 4837.206055
	Iteration 13Q: 3 clusters Score -1995818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1995875.625000 Penalty: 4837.206055
	Iteration 14Q: 3 clusters Score -1995876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1995917.125000 Penalty: 4837.206055
	Iteration 15Q: 3 clusters Score -1995917 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1995950.500000 Penalty: 4837.206055
	Iteration 16Q: 3 clusters Score -1995950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1995980.750000 Penalty: 4837.206055
	Iteration 17Q: 3 clusters Score -1995981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1996012.750000 Penalty: 4837.206055
	Iteration 18Q: 3 clusters Score -1996013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1996033.625000 Penalty: 4837.206055
	Iteration 19Q: 3 clusters Score -1996034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1996062.750000 Penalty: 4837.206055
	Iteration 20F: 3 clusters Score -1996063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1996092.125000 Penalty: 4837.206055
	Iteration 21Q: 3 clusters Score -1996092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1996114.000000 Penalty: 4837.206055
	Iteration 22Q: 3 clusters Score -1996114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1996138.875000 Penalty: 4837.206055
	Iteration 23Q: 3 clusters Score -1996139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1996148.875000 Penalty: 4837.206055
	Iteration 24Q: 3 clusters Score -1996149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1996158.000000 Penalty: 4837.206055
	Iteration 25Q: 3 clusters Score -1996158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1996162.000000 Penalty: 4837.206055
	Iteration 26Q: 3 clusters Score -1996162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1996171.625000 Penalty: 4837.206055
	Iteration 27Q: 3 clusters Score -1996172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1996174.875000 Penalty: 4837.206055
	Iteration 28Q: 3 clusters Score -1996175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1996179.000000 Penalty: 4837.206055
	Iteration 29Q: 3 clusters Score -1996179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1996187.750000 Penalty: 4837.206055
	Iteration 30Q: 3 clusters Score -1996188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1996194.250000 Penalty: 4837.206055
	Iteration 31Q: 3 clusters Score -1996194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1996195.750000 Penalty: 4837.206055
	Iteration 32Q: 3 clusters Score -1996196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1996193.625000 Penalty: 4837.206055
	Iteration 33Q: 3 clusters Score -1996194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1996198.500000 Penalty: 4837.206055
	Iteration 34Q: 3 clusters Score -1996198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1996200.875000 Penalty: 4837.206055
	Iteration 35Q: 3 clusters Score -1996201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1996203.625000 Penalty: 4837.206055
	Iteration 36Q: 3 clusters Score -1996204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1996208.625000 Penalty: 4837.206055
	Iteration 37Q: 3 clusters Score -1996209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1996211.250000 Penalty: 4837.206055
	Iteration 38Q: 3 clusters Score -1996211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1996214.250000 Penalty: 4837.206055
	Iteration 39Q: 3 clusters Score -1996214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1996218.500000 Penalty: 4837.206055
	Iteration 40F: 3 clusters Score -1996218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1996217.250000 Penalty: 4837.206055
	Iteration 41Q: 3 clusters Score -1996217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1996220.000000 Penalty: 4837.206055
	Iteration 42Q: 3 clusters Score -1996220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1996220.250000 Penalty: 4837.206055
	Iteration 43Q: 3 clusters Score -1996220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1996222.125000 Penalty: 4837.206055
	Iteration 44Q: 3 clusters Score -1996222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1996224.125000 Penalty: 4837.206055
	Iteration 45Q: 3 clusters Score -1996224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1996227.500000 Penalty: 4837.206055
	Iteration 46Q: 3 clusters Score -1996228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1996226.000000 Penalty: 4837.206055
	Iteration 47Q: 3 clusters Score -1996226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1996229.500000 Penalty: 4837.206055
	Iteration 48Q: 3 clusters Score -1996230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1996236.000000 Penalty: 4837.206055
	Iteration 49Q: 3 clusters Score -1996236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1996237.125000 Penalty: 4837.206055
	Iteration 50Q: 3 clusters Score -1996237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1996238.125000 Penalty: 4837.206055
	Iteration 51Q: 3 clusters Score -1996238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1996235.250000 Penalty: 4837.206055
	Iteration 52Q: 3 clusters Score -1996235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1996236.875000 Penalty: 4837.206055
	Iteration 53Q: 3 clusters Score -1996237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1996238.750000 Penalty: 4837.206055
	Iteration 54Q: 3 clusters Score -1996239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1996239.625000 Penalty: 4837.206055
	Iteration 55Q: 3 clusters Score -1996240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1996239.625000 Penalty: 4837.206055
	Iteration 56F: 3 clusters Score -1996240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Entering Unmasked Estep 
Score: -2490163.500000 Penalty: 2470.632568
	Iteration 0F: 2 clusters Score -2490164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2475450.000000 Penalty: 4941.265137
	Iteration 0F: 3 clusters Score -2475450 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2480414.750000 Penalty: 4941.265137
	Iteration 1F: 3 clusters Score -2480415 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2480985.250000 Penalty: 4941.265137
	Iteration 2F: 3 clusters Score -2480985 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2481562.500000 Penalty: 4941.265137
	Iteration 3F: 3 clusters Score -2481562 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2482269.500000 Penalty: 4941.265137
	Iteration 4F: 3 clusters Score -2482270 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2483183.750000 Penalty: 4941.265137
	Iteration 5F: 3 clusters Score -2483184 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2484272.750000 Penalty: 4941.265137
	Iteration 6F: 3 clusters Score -2484273 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2485375.000000 Penalty: 4941.265137
	Iteration 7F: 3 clusters Score -2485375 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2486315.000000 Penalty: 4941.265137
	Iteration 8Q: 3 clusters Score -2486315 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2486934.750000 Penalty: 4941.265137
	Iteration 9Q: 3 clusters Score -2486935 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2487288.750000 Penalty: 4941.265137
	Iteration 10Q: 3 clusters Score -2487289 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2487530.250000 Penalty: 4941.265137
	Iteration 11Q: 3 clusters Score -2487530 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2487692.250000 Penalty: 4941.265137
	Iteration 12Q: 3 clusters Score -2487692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2487794.500000 Penalty: 4941.265137
	Iteration 13Q: 3 clusters Score -2487794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2487869.750000 Penalty: 4941.265137
	Iteration 14Q: 3 clusters Score -2487870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2487915.750000 Penalty: 4941.265137
	Iteration 15Q: 3 clusters Score -2487916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2487965.750000 Penalty: 4941.265137
	Iteration 16Q: 3 clusters Score -2487966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2488009.500000 Penalty: 4941.265137
	Iteration 17Q: 3 clusters Score -2488010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2488030.250000 Penalty: 4941.265137
	Iteration 18Q: 3 clusters Score -2488030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2488050.000000 Penalty: 4941.265137
	Iteration 19Q: 3 clusters Score -2488050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2488065.750000 Penalty: 4941.265137
	Iteration 20F: 3 clusters Score -2488066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2488070.250000 Penalty: 4941.265137
	Iteration 21Q: 3 clusters Score -2488070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2488073.500000 Penalty: 4941.265137
	Iteration 22Q: 3 clusters Score -2488074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2488081.250000 Penalty: 4941.265137
	Iteration 23Q: 3 clusters Score -2488081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2488087.750000 Penalty: 4941.265137
	Iteration 24Q: 3 clusters Score -2488088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2488095.500000 Penalty: 4941.265137
	Iteration 25Q: 3 clusters Score -2488096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2488095.500000 Penalty: 4941.265137
	Iteration 26Q: 3 clusters Score -2488096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2488098.500000 Penalty: 4941.265137
	Iteration 27Q: 3 clusters Score -2488098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2488101.250000 Penalty: 4941.265137
	Iteration 28Q: 3 clusters Score -2488101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2488103.000000 Penalty: 4941.265137
	Iteration 29Q: 3 clusters Score -2488103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2488103.500000 Penalty: 4941.265137
	Iteration 30Q: 3 clusters Score -2488104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2488103.500000 Penalty: 4941.265137
	Iteration 31F: 3 clusters Score -2488104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Entering Unmasked Estep 
Score: -4034495.250000 Penalty: 2590.547119
	Iteration 0F: 2 clusters Score -4034495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4010894.000000 Penalty: 5181.094238
	Iteration 0F: 3 clusters Score -4010894 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4019383.250000 Penalty: 5181.094238
	Iteration 1F: 3 clusters Score -4019383 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4019923.000000 Penalty: 5181.094238
	Iteration 2Q: 3 clusters Score -4019923 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4020493.500000 Penalty: 5181.094238
	Iteration 3Q: 3 clusters Score -4020494 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4021061.750000 Penalty: 5181.094238
	Iteration 4Q: 3 clusters Score -4021062 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -4021634.000000 Penalty: 5181.094238
	Iteration 5Q: 3 clusters Score -4021634 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4022230.750000 Penalty: 5181.094238
	Iteration 6Q: 3 clusters Score -4022231 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4022904.500000 Penalty: 5181.094238
	Iteration 7Q: 3 clusters Score -4022904 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4023619.000000 Penalty: 5181.094238
	Iteration 8Q: 3 clusters Score -4023619 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4024426.500000 Penalty: 5181.094238
	Iteration 9Q: 3 clusters Score -4024426 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4025321.750000 Penalty: 5181.094238
	Iteration 10Q: 3 clusters Score -4025322 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4026324.750000 Penalty: 5181.094238
	Iteration 11F: 3 clusters Score -4026325 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4027238.250000 Penalty: 5181.094238
	Iteration 12Q: 3 clusters Score -4027238 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4027943.250000 Penalty: 5181.094238
	Iteration 13Q: 3 clusters Score -4027943 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4028362.750000 Penalty: 5181.094238
	Iteration 14Q: 3 clusters Score -4028363 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4028575.250000 Penalty: 5181.094238
	Iteration 15Q: 3 clusters Score -4028575 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4028707.000000 Penalty: 5181.094238
	Iteration 16Q: 3 clusters Score -4028707 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4028771.500000 Penalty: 5181.094238
	Iteration 17Q: 3 clusters Score -4028772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4028809.500000 Penalty: 5181.094238
	Iteration 18Q: 3 clusters Score -4028810 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4028826.000000 Penalty: 5181.094238
	Iteration 19Q: 3 clusters Score -4028826 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4028886.250000 Penalty: 5181.094238
	Iteration 20F: 3 clusters Score -4028886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4028903.250000 Penalty: 5181.094238
	Iteration 21Q: 3 clusters Score -4028903 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4028911.500000 Penalty: 5181.094238
	Iteration 22Q: 3 clusters Score -4028912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4028954.500000 Penalty: 5181.094238
	Iteration 23Q: 3 clusters Score -4028954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4028972.750000 Penalty: 5181.094238
	Iteration 24Q: 3 clusters Score -4028973 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4028994.000000 Penalty: 5181.094238
	Iteration 25Q: 3 clusters Score -4028994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4029013.000000 Penalty: 5181.094238
	Iteration 26Q: 3 clusters Score -4029013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4029023.000000 Penalty: 5181.094238
	Iteration 27Q: 3 clusters Score -4029023 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4029030.250000 Penalty: 5181.094238
	Iteration 28Q: 3 clusters Score -4029030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4029056.250000 Penalty: 5181.094238
	Iteration 29Q: 3 clusters Score -4029056 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4029071.500000 Penalty: 5181.094238
	Iteration 30Q: 3 clusters Score -4029072 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4029087.000000 Penalty: 5181.094238
	Iteration 31Q: 3 clusters Score -4029087 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4029115.000000 Penalty: 5181.094238
	Iteration 32Q: 3 clusters Score -4029115 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4029131.750000 Penalty: 5181.094238
	Iteration 33Q: 3 clusters Score -4029132 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4029149.250000 Penalty: 5181.094238
	Iteration 34Q: 3 clusters Score -4029149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4029193.000000 Penalty: 5181.094238
	Iteration 35Q: 3 clusters Score -4029193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4029218.750000 Penalty: 5181.094238
	Iteration 36Q: 3 clusters Score -4029219 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4029235.250000 Penalty: 5181.094238
	Iteration 37Q: 3 clusters Score -4029235 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4029248.500000 Penalty: 5181.094238
	Iteration 38Q: 3 clusters Score -4029248 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4029274.750000 Penalty: 5181.094238
	Iteration 39Q: 3 clusters Score -4029275 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4029302.250000 Penalty: 5181.094238
	Iteration 40F: 3 clusters Score -4029302 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4029331.000000 Penalty: 5181.094238
	Iteration 41Q: 3 clusters Score -4029331 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4029372.750000 Penalty: 5181.094238
	Iteration 42Q: 3 clusters Score -4029373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4029404.750000 Penalty: 5181.094238
	Iteration 43Q: 3 clusters Score -4029405 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4029429.000000 Penalty: 5181.094238
	Iteration 44Q: 3 clusters Score -4029429 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4029475.750000 Penalty: 5181.094238
	Iteration 45Q: 3 clusters Score -4029476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -4029512.000000 Penalty: 5181.094238
	Iteration 46Q: 3 clusters Score -4029512 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -4029561.250000 Penalty: 5181.094238
	Iteration 47Q: 3 clusters Score -4029561 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4029618.250000 Penalty: 5181.094238
	Iteration 48Q: 3 clusters Score -4029618 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -4029662.000000 Penalty: 5181.094238
	Iteration 49Q: 3 clusters Score -4029662 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4029733.750000 Penalty: 5181.094238
	Iteration 50Q: 3 clusters Score -4029734 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -4029813.000000 Penalty: 5181.094238
	Iteration 51Q: 3 clusters Score -4029813 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4029882.250000 Penalty: 5181.094238
	Iteration 52Q: 3 clusters Score -4029882 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4029956.500000 Penalty: 5181.094238
	Iteration 53Q: 3 clusters Score -4029956 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4030024.500000 Penalty: 5181.094238
	Iteration 54Q: 3 clusters Score -4030024 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4030148.250000 Penalty: 5181.094238
	Iteration 55Q: 3 clusters Score -4030148 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4030279.000000 Penalty: 5181.094238
	Iteration 56Q: 3 clusters Score -4030279 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4030407.250000 Penalty: 5181.094238
	Iteration 57Q: 3 clusters Score -4030407 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4030529.500000 Penalty: 5181.094238
	Iteration 58Q: 3 clusters Score -4030530 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4030638.250000 Penalty: 5181.094238
	Iteration 59Q: 3 clusters Score -4030638 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4030752.000000 Penalty: 5181.094238
	Iteration 60F: 3 clusters Score -4030752 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -4030872.750000 Penalty: 5181.094238
	Iteration 61Q: 3 clusters Score -4030873 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4030992.750000 Penalty: 5181.094238
	Iteration 62Q: 3 clusters Score -4030993 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4031171.750000 Penalty: 5181.094238
	Iteration 63Q: 3 clusters Score -4031172 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4031302.000000 Penalty: 5181.094238
	Iteration 64Q: 3 clusters Score -4031302 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4031426.750000 Penalty: 5181.094238
	Iteration 65Q: 3 clusters Score -4031427 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4031566.250000 Penalty: 5181.094238
	Iteration 66Q: 3 clusters Score -4031566 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4031703.750000 Penalty: 5181.094238
	Iteration 67Q: 3 clusters Score -4031704 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4031818.000000 Penalty: 5181.094238
	Iteration 68Q: 3 clusters Score -4031818 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4031917.250000 Penalty: 5181.094238
	Iteration 69Q: 3 clusters Score -4031917 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4032019.750000 Penalty: 5181.094238
	Iteration 70Q: 3 clusters Score -4032020 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4032112.250000 Penalty: 5181.094238
	Iteration 71Q: 3 clusters Score -4032112 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4032221.750000 Penalty: 5181.094238
	Iteration 72Q: 3 clusters Score -4032222 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4032315.500000 Penalty: 5181.094238
	Iteration 73Q: 3 clusters Score -4032316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4032412.750000 Penalty: 5181.094238
	Iteration 74Q: 3 clusters Score -4032413 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -4032499.250000 Penalty: 5181.094238
	Iteration 75Q: 3 clusters Score -4032499 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4032607.500000 Penalty: 5181.094238
	Iteration 76Q: 3 clusters Score -4032608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4032686.750000 Penalty: 5181.094238
	Iteration 77Q: 3 clusters Score -4032687 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4032749.750000 Penalty: 5181.094238
	Iteration 78Q: 3 clusters Score -4032750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4032789.000000 Penalty: 5181.094238
	Iteration 79Q: 3 clusters Score -4032789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4032836.750000 Penalty: 5181.094238
	Iteration 80F: 3 clusters Score -4032837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4032870.250000 Penalty: 5181.094238
	Iteration 81Q: 3 clusters Score -4032870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4032906.750000 Penalty: 5181.094238
	Iteration 82Q: 3 clusters Score -4032907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4032949.500000 Penalty: 5181.094238
	Iteration 83Q: 3 clusters Score -4032950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4032966.750000 Penalty: 5181.094238
	Iteration 84Q: 3 clusters Score -4032967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4032989.250000 Penalty: 5181.094238
	Iteration 85Q: 3 clusters Score -4032989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4033004.500000 Penalty: 5181.094238
	Iteration 86Q: 3 clusters Score -4033004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4033011.250000 Penalty: 5181.094238
	Iteration 87Q: 3 clusters Score -4033011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4033029.500000 Penalty: 5181.094238
	Iteration 88Q: 3 clusters Score -4033030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4033026.500000 Penalty: 5181.094238
	Iteration 89Q: 3 clusters Score -4033026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4033030.750000 Penalty: 5181.094238
	Iteration 90Q: 3 clusters Score -4033031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4033035.500000 Penalty: 5181.094238
	Iteration 91Q: 3 clusters Score -4033036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4033032.250000 Penalty: 5181.094238
	Iteration 92Q: 3 clusters Score -4033032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4033032.250000 Penalty: 5181.094238
	Iteration 93Q: 3 clusters Score -4033032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4033035.750000 Penalty: 5181.094238
	Iteration 94Q: 3 clusters Score -4033036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4033035.750000 Penalty: 5181.094238
	Iteration 95Q: 3 clusters Score -4033036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4033035.000000 Penalty: 5181.094238
	Iteration 96Q: 3 clusters Score -4033035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4033042.500000 Penalty: 5181.094238
	Iteration 97Q: 3 clusters Score -4033042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4033042.250000 Penalty: 5181.094238
	Iteration 98Q: 3 clusters Score -4033042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4033042.250000 Penalty: 5181.094238
	Iteration 99F: 3 clusters Score -4033042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Entering Unmasked Estep 
Score: -2451530.750000 Penalty: 2490.218506
	Iteration 0F: 2 clusters Score -2451531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2435480.750000 Penalty: 4980.437012
	Iteration 0F: 3 clusters Score -2435481 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2441358.500000 Penalty: 4980.437012
	Iteration 1F: 3 clusters Score -2441358 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2442071.500000 Penalty: 4980.437012
	Iteration 2F: 3 clusters Score -2442072 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2442743.000000 Penalty: 4980.437012
	Iteration 3F: 3 clusters Score -2442743 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2443438.500000 Penalty: 4980.437012
	Iteration 4F: 3 clusters Score -2443438 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2444126.500000 Penalty: 4980.437012
	Iteration 5F: 3 clusters Score -2444126 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2444841.500000 Penalty: 4980.437012
	Iteration 6F: 3 clusters Score -2444842 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2445567.250000 Penalty: 4980.437012
	Iteration 7Q: 3 clusters Score -2445567 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2446251.000000 Penalty: 4980.437012
	Iteration 8Q: 3 clusters Score -2446251 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2446868.500000 Penalty: 4980.437012
	Iteration 9Q: 3 clusters Score -2446868 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2447307.750000 Penalty: 4980.437012
	Iteration 10Q: 3 clusters Score -2447308 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2447682.500000 Penalty: 4980.437012
	Iteration 11Q: 3 clusters Score -2447682 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2447956.000000 Penalty: 4980.437012
	Iteration 12Q: 3 clusters Score -2447956 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2448125 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2448246 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2448351 nChanged 246
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2448434 nChanged 240
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2448514 nChanged 245
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Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2448572 nChanged 236
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Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2448668 nChanged 246
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2448754 nChanged 255
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Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2448844 nChanged 276
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2448983 nChanged 322
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Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2449136 nChanged 319
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2449299 nChanged 335
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2449485 nChanged 340
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Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2449687 nChanged 327
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Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2449839 nChanged 306
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Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2449973 nChanged 282
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Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2450096 nChanged 257
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2450188 nChanged 182
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Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2450254 nChanged 167
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Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2450318 nChanged 134
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Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2450345 nChanged 105
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Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2450384 nChanged 102
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2450410 nChanged 97
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Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2450438 nChanged 85
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Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2450474 nChanged 66
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Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2450484 nChanged 58
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Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2450493 nChanged 58
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Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2450504 nChanged 49
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Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2450506 nChanged 40
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2450514 nChanged 39
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Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2450526 nChanged 30
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Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2450530 nChanged 31
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2450532 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3871 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2450529 nChanged 27
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Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2450541 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2450547 nChanged 31
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Mstep: Class 1 contains 3830 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2450548 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2450550 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2450554 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2450564 nChanged 26
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Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2450572 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2450573 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2450577 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3730 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2450580 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2450580 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2450583 nChanged 17
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Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2450585 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3714 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2450594 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3719 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2450593 nChanged 16
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Mstep: Class 1 contains 3719 members 
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	Iteration 62Q: 3 clusters Score -2450600 nChanged 13
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Mstep: Class 1 contains 3716 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2450596 nChanged 11
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Mstep: Class 1 contains 3719 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2450601 nChanged 19
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Mstep: Class 1 contains 3722 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2450605 nChanged 16
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	Iteration 66Q: 3 clusters Score -2450603 nChanged 12
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	Iteration 67Q: 3 clusters Score -2450601 nChanged 11
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	Iteration 68Q: 3 clusters Score -2450598 nChanged 10
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	Iteration 69Q: 3 clusters Score -2450604 nChanged 8
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Mstep: Class 1 contains 3733 members 
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	Iteration 70Q: 3 clusters Score -2450606 nChanged 8
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Mstep: Class 1 contains 3731 members 
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	Iteration 71Q: 3 clusters Score -2450601 nChanged 6
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	Iteration 72Q: 3 clusters Score -2450602 nChanged 5
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2450608 nChanged 3
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Mstep: Class 1 contains 3729 members 
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	Iteration 74Q: 3 clusters Score -2450609 nChanged 2
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2450611 nChanged 4
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	Iteration 76Q: 3 clusters Score -2450611 nChanged 2
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Mstep: Class 1 contains 3731 members 
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	Iteration 77Q: 3 clusters Score -2450608 nChanged 2
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Mstep: Class 1 contains 3731 members 
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	Iteration 78Q: 3 clusters Score -2450608 nChanged 3
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2450613 nChanged 6
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Mstep: Class 1 contains 3724 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2450612 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2450621 nChanged 7
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2450622 nChanged 6
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Mstep: Class 1 contains 3711 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2450623 nChanged 5
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	Iteration 84Q: 3 clusters Score -2450620 nChanged 5
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Mstep: Class 1 contains 3709 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2450622 nChanged 8
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Mstep: Class 1 contains 3709 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2450619 nChanged 9
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Mstep: Class 1 contains 3704 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2450618 nChanged 14
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Mstep: Class 1 contains 3702 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2450622 nChanged 17
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Mstep: Class 1 contains 3693 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2450627 nChanged 18
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2450631 nChanged 23
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2450634 nChanged 24
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	Iteration 92Q: 3 clusters Score -2450648 nChanged 29
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	Iteration 93Q: 3 clusters Score -2450648 nChanged 32
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	Iteration 94Q: 3 clusters Score -2450654 nChanged 50
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	Iteration 95Q: 3 clusters Score -2450678 nChanged 60
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	Iteration 96Q: 3 clusters Score -2450707 nChanged 77
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	Iteration 97Q: 3 clusters Score -2450746 nChanged 95
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	Iteration 98Q: 3 clusters Score -2450808 nChanged 119
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	Iteration 99Q: 3 clusters Score -2450934 nChanged 165
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	Iteration 100F: 3 clusters Score -2451116 nChanged 194
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	Iteration 101Q: 3 clusters Score -2451269 nChanged 181
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	Iteration 102Q: 3 clusters Score -2451374 nChanged 131
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	Iteration 103Q: 3 clusters Score -2451419 nChanged 108
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	Iteration 104Q: 3 clusters Score -2451464 nChanged 88
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	Iteration 105Q: 3 clusters Score -2451490 nChanged 68
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	Iteration 106Q: 3 clusters Score -2451507 nChanged 59
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Entering Unmasked Estep 
Score: -2451521.500000 Penalty: 4980.437012
	Iteration 107Q: 3 clusters Score -2451522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2451537.750000 Penalty: 4980.437012
	Iteration 108Q: 3 clusters Score -2451538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2451542.000000 Penalty: 4980.437012
	Iteration 109Q: 3 clusters Score -2451542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2451548.500000 Penalty: 4980.437012
	Iteration 110Q: 3 clusters Score -2451548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2451555.000000 Penalty: 4980.437012
	Iteration 111Q: 3 clusters Score -2451555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2451555.000000 Penalty: 4980.437012
	Iteration 112Q: 3 clusters Score -2451555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2451556.500000 Penalty: 4980.437012
	Iteration 113Q: 3 clusters Score -2451556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2451558.750000 Penalty: 4980.437012
	Iteration 114Q: 3 clusters Score -2451559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2451567.750000 Penalty: 4980.437012
	Iteration 115Q: 3 clusters Score -2451568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2451566.250000 Penalty: 4980.437012
	Iteration 116Q: 3 clusters Score -2451566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2451566.750000 Penalty: 4980.437012
	Iteration 117Q: 3 clusters Score -2451567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2451568.500000 Penalty: 4980.437012
	Iteration 118Q: 3 clusters Score -2451568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2451570.500000 Penalty: 4980.437012
	Iteration 119Q: 3 clusters Score -2451570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2451572.250000 Penalty: 4980.437012
	Iteration 120F: 3 clusters Score -2451572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2451570.000000 Penalty: 4980.437012
	Iteration 121Q: 3 clusters Score -2451570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2451572.750000 Penalty: 4980.437012
	Iteration 122Q: 3 clusters Score -2451573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2451571.250000 Penalty: 4980.437012
	Iteration 123Q: 3 clusters Score -2451571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2451571.250000 Penalty: 4980.437012
	Iteration 124F: 3 clusters Score -2451571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 172813 members 
Mstep: Class 3 contains 46532 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33058 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 121192 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21210 members 
Mstep: Class 13 contains 34398 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 40730 members 
Mstep: Class 16 contains 63448 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310551 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105639 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 19790 members 
Entering Unmasked Estep 
Score: -114584064.000000 Penalty: 92622.265625
Splitting cluster 14 changes total score from -114584784.000000 to -114584064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (40730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Entering Unmasked Estep 
Score: -4751241.500000 Penalty: 2632.450684
	Iteration 0F: 2 clusters Score -4751242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4723394.000000 Penalty: 5264.901367
	Iteration 0F: 3 clusters Score -4723394 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4733662.500000 Penalty: 5264.901367
	Iteration 1F: 3 clusters Score -4733662 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4734143.500000 Penalty: 5264.901367
	Iteration 2Q: 3 clusters Score -4734144 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4734662.500000 Penalty: 5264.901367
	Iteration 3Q: 3 clusters Score -4734662 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4735276.500000 Penalty: 5264.901367
	Iteration 4Q: 3 clusters Score -4735276 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4736149.500000 Penalty: 5264.901367
	Iteration 5Q: 3 clusters Score -4736150 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4737295.000000 Penalty: 5264.901367
	Iteration 6F: 3 clusters Score -4737295 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4738859.500000 Penalty: 5264.901367
	Iteration 7F: 3 clusters Score -4738860 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4740856.000000 Penalty: 5264.901367
	Iteration 8F: 3 clusters Score -4740856 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -4742928.000000 Penalty: 5264.901367
	Iteration 9F: 3 clusters Score -4742928 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4744776.000000 Penalty: 5264.901367
	Iteration 10F: 3 clusters Score -4744776 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4746154.500000 Penalty: 5264.901367
	Iteration 11Q: 3 clusters Score -4746154 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4746931.500000 Penalty: 5264.901367
	Iteration 12Q: 3 clusters Score -4746932 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4747335.000000 Penalty: 5264.901367
	Iteration 13Q: 3 clusters Score -4747335 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4747601.500000 Penalty: 5264.901367
	Iteration 14Q: 3 clusters Score -4747602 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4747768.500000 Penalty: 5264.901367
	Iteration 15Q: 3 clusters Score -4747768 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4747896.500000 Penalty: 5264.901367
	Iteration 16Q: 3 clusters Score -4747896 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4748016.500000 Penalty: 5264.901367
	Iteration 17Q: 3 clusters Score -4748016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4748156.500000 Penalty: 5264.901367
	Iteration 18Q: 3 clusters Score -4748156 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4748229.500000 Penalty: 5264.901367
	Iteration 19Q: 3 clusters Score -4748230 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4748294.500000 Penalty: 5264.901367
	Iteration 20F: 3 clusters Score -4748294 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4748371.000000 Penalty: 5264.901367
	Iteration 21Q: 3 clusters Score -4748371 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4748466.000000 Penalty: 5264.901367
	Iteration 22Q: 3 clusters Score -4748466 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4748539.000000 Penalty: 5264.901367
	Iteration 23Q: 3 clusters Score -4748539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4748607.000000 Penalty: 5264.901367
	Iteration 24Q: 3 clusters Score -4748607 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4748651.500000 Penalty: 5264.901367
	Iteration 25Q: 3 clusters Score -4748652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4748703.000000 Penalty: 5264.901367
	Iteration 26Q: 3 clusters Score -4748703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4748752.500000 Penalty: 5264.901367
	Iteration 27Q: 3 clusters Score -4748752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4748788.500000 Penalty: 5264.901367
	Iteration 28Q: 3 clusters Score -4748788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4748840.500000 Penalty: 5264.901367
	Iteration 29Q: 3 clusters Score -4748840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4748854.500000 Penalty: 5264.901367
	Iteration 30Q: 3 clusters Score -4748854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4748881.500000 Penalty: 5264.901367
	Iteration 31Q: 3 clusters Score -4748882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4748920.500000 Penalty: 5264.901367
	Iteration 32Q: 3 clusters Score -4748920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4748950.500000 Penalty: 5264.901367
	Iteration 33Q: 3 clusters Score -4748950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4748984.000000 Penalty: 5264.901367
	Iteration 34Q: 3 clusters Score -4748984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4749001.500000 Penalty: 5264.901367
	Iteration 35Q: 3 clusters Score -4749002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4749020.000000 Penalty: 5264.901367
	Iteration 36Q: 3 clusters Score -4749020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4749021.500000 Penalty: 5264.901367
	Iteration 37Q: 3 clusters Score -4749022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4749035.000000 Penalty: 5264.901367
	Iteration 38Q: 3 clusters Score -4749035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4749042.000000 Penalty: 5264.901367
	Iteration 39Q: 3 clusters Score -4749042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4749041.500000 Penalty: 5264.901367
	Iteration 40F: 3 clusters Score -4749042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4749054.000000 Penalty: 5264.901367
	Iteration 41Q: 3 clusters Score -4749054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4749061.500000 Penalty: 5264.901367
	Iteration 42Q: 3 clusters Score -4749062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4749056.500000 Penalty: 5264.901367
	Iteration 43Q: 3 clusters Score -4749056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4749061.000000 Penalty: 5264.901367
	Iteration 44Q: 3 clusters Score -4749061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4749061.500000 Penalty: 5264.901367
	Iteration 45Q: 3 clusters Score -4749062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4749069.000000 Penalty: 5264.901367
	Iteration 46Q: 3 clusters Score -4749069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4749066.000000 Penalty: 5264.901367
	Iteration 47Q: 3 clusters Score -4749066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4749073.000000 Penalty: 5264.901367
	Iteration 48Q: 3 clusters Score -4749073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4749070.000000 Penalty: 5264.901367
	Iteration 49Q: 3 clusters Score -4749070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4749075.500000 Penalty: 5264.901367
	Iteration 50Q: 3 clusters Score -4749076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4749072.500000 Penalty: 5264.901367
	Iteration 51Q: 3 clusters Score -4749072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4749070.000000 Penalty: 5264.901367
	Iteration 52Q: 3 clusters Score -4749070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4749076.000000 Penalty: 5264.901367
	Iteration 53Q: 3 clusters Score -4749076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4749073.500000 Penalty: 5264.901367
	Iteration 54Q: 3 clusters Score -4749074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4749073.500000 Penalty: 5264.901367
	Iteration 55Q: 3 clusters Score -4749074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4749069.500000 Penalty: 5264.901367
	Iteration 56Q: 3 clusters Score -4749070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4749074.500000 Penalty: 5264.901367
	Iteration 57Q: 3 clusters Score -4749074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4749074.000000 Penalty: 5264.901367
	Iteration 58Q: 3 clusters Score -4749074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4749077.500000 Penalty: 5264.901367
	Iteration 59Q: 3 clusters Score -4749078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4749076.500000 Penalty: 5264.901367
	Iteration 60F: 3 clusters Score -4749076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4749078.000000 Penalty: 5264.901367
	Iteration 61Q: 3 clusters Score -4749078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4749077.500000 Penalty: 5264.901367
	Iteration 62Q: 3 clusters Score -4749078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4749077.000000 Penalty: 5264.901367
	Iteration 63Q: 3 clusters Score -4749077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4749079.000000 Penalty: 5264.901367
	Iteration 64Q: 3 clusters Score -4749079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4749076.500000 Penalty: 5264.901367
	Iteration 65Q: 3 clusters Score -4749076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4749075.500000 Penalty: 5264.901367
	Iteration 66Q: 3 clusters Score -4749076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4749075.500000 Penalty: 5264.901367
	Iteration 67F: 3 clusters Score -4749076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Entering Unmasked Estep 
Score: -7401918.500000 Penalty: 2742.377930
	Iteration 0F: 2 clusters Score -7401918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7359259.500000 Penalty: 5484.755859
	Iteration 0F: 3 clusters Score -7359260 nChanged 29584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -7376002.500000 Penalty: 5484.755859
	Iteration 1F: 3 clusters Score -7376002 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -7376794.500000 Penalty: 5484.755859
	Iteration 2Q: 3 clusters Score -7376794 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -7377658.000000 Penalty: 5484.755859
	Iteration 3Q: 3 clusters Score -7377658 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -7378915.000000 Penalty: 5484.755859
	Iteration 4Q: 3 clusters Score -7378915 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -7380784.500000 Penalty: 5484.755859
	Iteration 5F: 3 clusters Score -7380784 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -7383608.500000 Penalty: 5484.755859
	Iteration 6F: 3 clusters Score -7383608 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -7387233.000000 Penalty: 5484.755859
	Iteration 7F: 3 clusters Score -7387233 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -7391283.000000 Penalty: 5484.755859
	Iteration 8F: 3 clusters Score -7391283 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7394642.500000 Penalty: 5484.755859
	Iteration 9F: 3 clusters Score -7394642 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -7396980.000000 Penalty: 5484.755859
	Iteration 10Q: 3 clusters Score -7396980 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -7398229.500000 Penalty: 5484.755859
	Iteration 11Q: 3 clusters Score -7398230 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -7398915.500000 Penalty: 5484.755859
	Iteration 12Q: 3 clusters Score -7398916 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -7399205.000000 Penalty: 5484.755859
	Iteration 13Q: 3 clusters Score -7399205 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -7399359.500000 Penalty: 5484.755859
	Iteration 14Q: 3 clusters Score -7399360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -7399446.000000 Penalty: 5484.755859
	Iteration 15Q: 3 clusters Score -7399446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -7399504.000000 Penalty: 5484.755859
	Iteration 16Q: 3 clusters Score -7399504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -7399545.500000 Penalty: 5484.755859
	Iteration 17Q: 3 clusters Score -7399546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -7399563.000000 Penalty: 5484.755859
	Iteration 18Q: 3 clusters Score -7399563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -7399571.000000 Penalty: 5484.755859
	Iteration 19Q: 3 clusters Score -7399571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -7399586.500000 Penalty: 5484.755859
	Iteration 20F: 3 clusters Score -7399586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -7399601.000000 Penalty: 5484.755859
	Iteration 21Q: 3 clusters Score -7399601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -7399600.000000 Penalty: 5484.755859
	Iteration 22Q: 3 clusters Score -7399600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -7399597.000000 Penalty: 5484.755859
	Iteration 23Q: 3 clusters Score -7399597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -7399609.500000 Penalty: 5484.755859
	Iteration 24Q: 3 clusters Score -7399610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -7399609.500000 Penalty: 5484.755859
	Iteration 25F: 3 clusters Score -7399610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -49539.160156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -49539.16 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 243 members 
Entering Unmasked Estep 
Score: -48033.824219 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -48033.82 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48240.863281 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -48240.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48287.890625 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -48287.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48291.425781 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -48291.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48295.449219 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -48295.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48296.339844 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -48296.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48297.507812 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -48297.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48297.507812 Penalty: 3078.461670
	Iteration 7F: 3 clusters Score -48297.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -392808.781250 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -392808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -389170.531250 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -389170.5 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -389883.687500 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -389883.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -390063.750000 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -390063.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -390171.312500 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -390171.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -390233.687500 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -390233.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -390295.656250 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -390295.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -390341.093750 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -390341.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -390385.343750 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -390385.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -390439.093750 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -390439.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -390505.000000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -390505 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -390592.468750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -390592.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -390677.343750 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -390677.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -390757.031250 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -390757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -390829.218750 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -390829.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -390903.531250 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -390903.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -390968.562500 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -390968.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -391016.906250 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -391016.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -391062.437500 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -391062.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -391101.281250 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -391101.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -391128.843750 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -391128.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -391152.093750 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -391152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -391171.718750 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -391171.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -391194.093750 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -391194.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -391205.875000 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -391205.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -391218.218750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -391218.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -391228.312500 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -391228.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -391238.656250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -391238.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -391250.750000 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -391250.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -391260.500000 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -391260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -391272.937500 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -391272.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391283.125000 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -391283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -391294.593750 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -391294.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -391303.968750 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -391304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -391314.218750 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -391314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -391321.343750 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -391321.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -391327.718750 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -391327.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -391336.468750 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -391336.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -391343.625000 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -391343.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -391350.687500 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -391350.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -391355.687500 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -391355.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -391359.687500 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -391359.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -391366.468750 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -391366.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -391373.281250 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -391373.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -391382.000000 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -391382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -391390.500000 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -391390.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -391396.875000 Penalty: 4063.652344
	Iteration 45Q: 3 clusters Score -391396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -391402.687500 Penalty: 4063.652344
	Iteration 46Q: 3 clusters Score -391402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -391406.218750 Penalty: 4063.652344
	Iteration 47Q: 3 clusters Score -391406.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -391410.562500 Penalty: 4063.652344
	Iteration 48Q: 3 clusters Score -391410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -391413.250000 Penalty: 4063.652344
	Iteration 49Q: 3 clusters Score -391413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -391415.812500 Penalty: 4063.652344
	Iteration 50Q: 3 clusters Score -391415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -391419.593750 Penalty: 4063.652344
	Iteration 51Q: 3 clusters Score -391419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -391425.656250 Penalty: 4063.652344
	Iteration 52Q: 3 clusters Score -391425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -391431.343750 Penalty: 4063.652344
	Iteration 53Q: 3 clusters Score -391431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -391435.093750 Penalty: 4063.652344
	Iteration 54Q: 3 clusters Score -391435.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -391442.625000 Penalty: 4063.652344
	Iteration 55Q: 3 clusters Score -391442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -391452.218750 Penalty: 4063.652344
	Iteration 56Q: 3 clusters Score -391452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -391460.812500 Penalty: 4063.652344
	Iteration 57Q: 3 clusters Score -391460.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -391472.687500 Penalty: 4063.652344
	Iteration 58Q: 3 clusters Score -391472.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -391486.281250 Penalty: 4063.652344
	Iteration 59Q: 3 clusters Score -391486.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -391503.187500 Penalty: 4063.652344
	Iteration 60F: 3 clusters Score -391503.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -391526.812500 Penalty: 4063.652344
	Iteration 61Q: 3 clusters Score -391526.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -391548.031250 Penalty: 4063.652344
	Iteration 62Q: 3 clusters Score -391548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -391564.937500 Penalty: 4063.652344
	Iteration 63Q: 3 clusters Score -391564.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -391594.562500 Penalty: 4063.652344
	Iteration 64Q: 3 clusters Score -391594.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -391628.093750 Penalty: 4063.652344
	Iteration 65Q: 3 clusters Score -391628.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -391670.312500 Penalty: 4063.652344
	Iteration 66Q: 3 clusters Score -391670.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -391708.000000 Penalty: 4063.652344
	Iteration 67Q: 3 clusters Score -391708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -391753.375000 Penalty: 4063.652344
	Iteration 68Q: 3 clusters Score -391753.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -391797.187500 Penalty: 4063.652344
	Iteration 69Q: 3 clusters Score -391797.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -391836.218750 Penalty: 4063.652344
	Iteration 70Q: 3 clusters Score -391836.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -391868.343750 Penalty: 4063.652344
	Iteration 71Q: 3 clusters Score -391868.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -391892.343750 Penalty: 4063.652344
	Iteration 72Q: 3 clusters Score -391892.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -391912.750000 Penalty: 4063.652344
	Iteration 73Q: 3 clusters Score -391912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -391930.250000 Penalty: 4063.652344
	Iteration 74Q: 3 clusters Score -391930.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -391934.531250 Penalty: 4063.652344
	Iteration 75Q: 3 clusters Score -391934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -391939.281250 Penalty: 4063.652344
	Iteration 76Q: 3 clusters Score -391939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -391939.812500 Penalty: 4063.652344
	Iteration 77Q: 3 clusters Score -391939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -391939.812500 Penalty: 4063.652344
	Iteration 78F: 3 clusters Score -391939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Entering Unmasked Estep 
Score: -90670.960938 Penalty: 1670.178711
	Iteration 0F: 2 clusters Score -90670.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88882.257812 Penalty: 3340.357422
	Iteration 0F: 3 clusters Score -88882.26 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89114.296875 Penalty: 3340.357422
	Iteration 1F: 3 clusters Score -89114.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89176.968750 Penalty: 3340.357422
	Iteration 2F: 3 clusters Score -89176.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89199.203125 Penalty: 3340.357422
	Iteration 3Q: 3 clusters Score -89199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89215.367188 Penalty: 3340.357422
	Iteration 4Q: 3 clusters Score -89215.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89227.976562 Penalty: 3340.357422
	Iteration 5Q: 3 clusters Score -89227.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89236.734375 Penalty: 3340.357422
	Iteration 6Q: 3 clusters Score -89236.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89240.039062 Penalty: 3340.357422
	Iteration 7Q: 3 clusters Score -89240.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89252.734375 Penalty: 3340.357422
	Iteration 8Q: 3 clusters Score -89252.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89265.726562 Penalty: 3340.357422
	Iteration 9Q: 3 clusters Score -89265.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89274.000000 Penalty: 3340.357422
	Iteration 10Q: 3 clusters Score -89274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89277.609375 Penalty: 3340.357422
	Iteration 11Q: 3 clusters Score -89277.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89283.500000 Penalty: 3340.357422
	Iteration 12Q: 3 clusters Score -89283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89287.039062 Penalty: 3340.357422
	Iteration 13Q: 3 clusters Score -89287.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89294.031250 Penalty: 3340.357422
	Iteration 14Q: 3 clusters Score -89294.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89300.953125 Penalty: 3340.357422
	Iteration 15Q: 3 clusters Score -89300.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89304.867188 Penalty: 3340.357422
	Iteration 16Q: 3 clusters Score -89304.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89310.265625 Penalty: 3340.357422
	Iteration 17Q: 3 clusters Score -89310.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89313.179688 Penalty: 3340.357422
	Iteration 18Q: 3 clusters Score -89313.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89317.062500 Penalty: 3340.357422
	Iteration 19Q: 3 clusters Score -89317.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89321.304688 Penalty: 3340.357422
	Iteration 20F: 3 clusters Score -89321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89326.031250 Penalty: 3340.357422
	Iteration 21Q: 3 clusters Score -89326.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89333.757812 Penalty: 3340.357422
	Iteration 22Q: 3 clusters Score -89333.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89344.328125 Penalty: 3340.357422
	Iteration 23Q: 3 clusters Score -89344.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89356.585938 Penalty: 3340.357422
	Iteration 24Q: 3 clusters Score -89356.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89365.140625 Penalty: 3340.357422
	Iteration 25Q: 3 clusters Score -89365.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89377.539062 Penalty: 3340.357422
	Iteration 26Q: 3 clusters Score -89377.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89392.742188 Penalty: 3340.357422
	Iteration 27Q: 3 clusters Score -89392.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89408.445312 Penalty: 3340.357422
	Iteration 28Q: 3 clusters Score -89408.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89428.242188 Penalty: 3340.357422
	Iteration 29Q: 3 clusters Score -89428.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89456.640625 Penalty: 3340.357422
	Iteration 30Q: 3 clusters Score -89456.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89489.937500 Penalty: 3340.357422
	Iteration 31Q: 3 clusters Score -89489.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89526.078125 Penalty: 3340.357422
	Iteration 32Q: 3 clusters Score -89526.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89570.218750 Penalty: 3340.357422
	Iteration 33Q: 3 clusters Score -89570.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89609.054688 Penalty: 3340.357422
	Iteration 34Q: 3 clusters Score -89609.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89686.562500 Penalty: 3340.357422
	Iteration 35Q: 3 clusters Score -89686.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89740.132812 Penalty: 3340.357422
	Iteration 36Q: 3 clusters Score -89740.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89798.804688 Penalty: 3340.357422
	Iteration 37Q: 3 clusters Score -89798.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89853.250000 Penalty: 3340.357422
	Iteration 38Q: 3 clusters Score -89853.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89891.101562 Penalty: 3340.357422
	Iteration 39Q: 3 clusters Score -89891.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89925.437500 Penalty: 3340.357422
	Iteration 40F: 3 clusters Score -89925.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89939.257812 Penalty: 3340.357422
	Iteration 41Q: 3 clusters Score -89939.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89949.492188 Penalty: 3340.357422
	Iteration 42Q: 3 clusters Score -89949.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89955.007812 Penalty: 3340.357422
	Iteration 43Q: 3 clusters Score -89955.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89962.539062 Penalty: 3340.357422
	Iteration 44Q: 3 clusters Score -89962.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89967.328125 Penalty: 3340.357422
	Iteration 45Q: 3 clusters Score -89967.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89971.039062 Penalty: 3340.357422
	Iteration 46Q: 3 clusters Score -89971.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89971.039062 Penalty: 3340.357422
	Iteration 47F: 3 clusters Score -89971.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -47665.183594 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -47665.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46182.277344 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46182.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46347.093750 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46347.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46395.007812 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46395.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46410.625000 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46410.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46423.195312 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46433.769531 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46433.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46441.878906 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46441.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46444.191406 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46444.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46446.851562 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -46446.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46452.015625 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -46452.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46452.015625 Penalty: 3037.843018
	Iteration 10F: 3 clusters Score -46452.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (310551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310551 members 
Entering Unmasked Estep 
Score: -35517816.000000 Penalty: 3136.233643
	Iteration 0F: 2 clusters Score -3.551782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 155594 members 
Entering Unmasked Estep 
Score: -35322176.000000 Penalty: 6272.467285
	Iteration 0F: 3 clusters Score -3.532218e+07 nChanged 150243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146348 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -35412032.000000 Penalty: 6272.467285
	Iteration 1F: 3 clusters Score -3.541203e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141392 members 
Mstep: Class 2 contains 169159 members 
Entering Unmasked Estep 
Score: -35413784.000000 Penalty: 6272.467285
	Iteration 2Q: 3 clusters Score -3.541378e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134239 members 
Mstep: Class 2 contains 176312 members 
Entering Unmasked Estep 
Score: -35416508.000000 Penalty: 6272.467285
	Iteration 3Q: 3 clusters Score -3.541651e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124302 members 
Mstep: Class 2 contains 186249 members 
Entering Unmasked Estep 
Score: -35421080.000000 Penalty: 6272.467285
	Iteration 4Q: 3 clusters Score -3.542108e+07 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111399 members 
Mstep: Class 2 contains 199152 members 
Entering Unmasked Estep 
Score: -35428984.000000 Penalty: 6272.467285
	Iteration 5F: 3 clusters Score -3.542898e+07 nChanged 18968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 214142 members 
Entering Unmasked Estep 
Score: -35440324.000000 Penalty: 6272.467285
	Iteration 6F: 3 clusters Score -3.544032e+07 nChanged 19598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 228304 members 
Entering Unmasked Estep 
Score: -35454152.000000 Penalty: 6272.467285
	Iteration 7F: 3 clusters Score -3.545415e+07 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 238171 members 
Entering Unmasked Estep 
Score: -35467636.000000 Penalty: 6272.467285
	Iteration 8F: 3 clusters Score -3.546764e+07 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 242778 members 
Entering Unmasked Estep 
Score: -35476832.000000 Penalty: 6272.467285
	Iteration 9Q: 3 clusters Score -3.547683e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 244716 members 
Entering Unmasked Estep 
Score: -35480044.000000 Penalty: 6272.467285
	Iteration 10Q: 3 clusters Score -3.548004e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 246155 members 
Entering Unmasked Estep 
Score: -35481028.000000 Penalty: 6272.467285
	Iteration 11Q: 3 clusters Score -3.548103e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 247662 members 
Entering Unmasked Estep 
Score: -35481644.000000 Penalty: 6272.467285
	Iteration 12Q: 3 clusters Score -3.548164e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 249142 members 
Entering Unmasked Estep 
Score: -35482112.000000 Penalty: 6272.467285
	Iteration 13Q: 3 clusters Score -3.548211e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 250721 members 
Entering Unmasked Estep 
Score: -35482676.000000 Penalty: 6272.467285
	Iteration 14Q: 3 clusters Score -3.548268e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 252317 members 
Entering Unmasked Estep 
Score: -35483240.000000 Penalty: 6272.467285
	Iteration 15Q: 3 clusters Score -3.548324e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 253930 members 
Entering Unmasked Estep 
Score: -35483956.000000 Penalty: 6272.467285
	Iteration 16Q: 3 clusters Score -3.548396e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 255560 members 
Entering Unmasked Estep 
Score: -35484644.000000 Penalty: 6272.467285
	Iteration 17Q: 3 clusters Score -3.548464e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 257201 members 
Entering Unmasked Estep 
Score: -35485236.000000 Penalty: 6272.467285
	Iteration 18Q: 3 clusters Score -3.548524e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 258942 members 
Entering Unmasked Estep 
Score: -35485756.000000 Penalty: 6272.467285
	Iteration 19Q: 3 clusters Score -3.548576e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 260787 members 
Entering Unmasked Estep 
Score: -35486588.000000 Penalty: 6272.467285
	Iteration 20F: 3 clusters Score -3.548659e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 262725 members 
Entering Unmasked Estep 
Score: -35487472.000000 Penalty: 6272.467285
	Iteration 21Q: 3 clusters Score -3.548747e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 264712 members 
Entering Unmasked Estep 
Score: -35488168.000000 Penalty: 6272.467285
	Iteration 22Q: 3 clusters Score -3.548817e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 266717 members 
Entering Unmasked Estep 
Score: -35488892.000000 Penalty: 6272.467285
	Iteration 23Q: 3 clusters Score -3.548889e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 268757 members 
Entering Unmasked Estep 
Score: -35489572.000000 Penalty: 6272.467285
	Iteration 24Q: 3 clusters Score -3.548957e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 270883 members 
Entering Unmasked Estep 
Score: -35490688.000000 Penalty: 6272.467285
	Iteration 25Q: 3 clusters Score -3.549069e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 273080 members 
Entering Unmasked Estep 
Score: -35491752.000000 Penalty: 6272.467285
	Iteration 26Q: 3 clusters Score -3.549175e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 275364 members 
Entering Unmasked Estep 
Score: -35492884.000000 Penalty: 6272.467285
	Iteration 27Q: 3 clusters Score -3.549288e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 277678 members 
Entering Unmasked Estep 
Score: -35494212.000000 Penalty: 6272.467285
	Iteration 28Q: 3 clusters Score -3.549421e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 279953 members 
Entering Unmasked Estep 
Score: -35495352.000000 Penalty: 6272.467285
	Iteration 29Q: 3 clusters Score -3.549535e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 282278 members 
Entering Unmasked Estep 
Score: -35496632.000000 Penalty: 6272.467285
	Iteration 30Q: 3 clusters Score -3.549663e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 284615 members 
Entering Unmasked Estep 
Score: -35498284.000000 Penalty: 6272.467285
	Iteration 31Q: 3 clusters Score -3.549828e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 286970 members 
Entering Unmasked Estep 
Score: -35500048.000000 Penalty: 6272.467285
	Iteration 32Q: 3 clusters Score -3.550005e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 289322 members 
Entering Unmasked Estep 
Score: -35501612.000000 Penalty: 6272.467285
	Iteration 33Q: 3 clusters Score -3.550161e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 291580 members 
Entering Unmasked Estep 
Score: -35502816.000000 Penalty: 6272.467285
	Iteration 34Q: 3 clusters Score -3.550282e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 293784 members 
Entering Unmasked Estep 
Score: -35503948.000000 Penalty: 6272.467285
	Iteration 35Q: 3 clusters Score -3.550395e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 295860 members 
Entering Unmasked Estep 
Score: -35505088.000000 Penalty: 6272.467285
	Iteration 36Q: 3 clusters Score -3.550509e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 297819 members 
Entering Unmasked Estep 
Score: -35506420.000000 Penalty: 6272.467285
	Iteration 37Q: 3 clusters Score -3.550642e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 299623 members 
Entering Unmasked Estep 
Score: -35507348.000000 Penalty: 6272.467285
	Iteration 38Q: 3 clusters Score -3.550735e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 301237 members 
Entering Unmasked Estep 
Score: -35508216.000000 Penalty: 6272.467285
	Iteration 39Q: 3 clusters Score -3.550822e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 302606 members 
Entering Unmasked Estep 
Score: -35508988.000000 Penalty: 6272.467285
	Iteration 40F: 3 clusters Score -3.550899e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 303870 members 
Entering Unmasked Estep 
Score: -35509768.000000 Penalty: 6272.467285
	Iteration 41Q: 3 clusters Score -3.550977e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 304990 members 
Entering Unmasked Estep 
Score: -35510600.000000 Penalty: 6272.467285
	Iteration 42Q: 3 clusters Score -3.55106e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 305940 members 
Entering Unmasked Estep 
Score: -35511252.000000 Penalty: 6272.467285
	Iteration 43Q: 3 clusters Score -3.551125e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 306772 members 
Entering Unmasked Estep 
Score: -35511948.000000 Penalty: 6272.467285
	Iteration 44Q: 3 clusters Score -3.551195e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 307494 members 
Entering Unmasked Estep 
Score: -35512596.000000 Penalty: 6272.467285
	Iteration 45Q: 3 clusters Score -3.55126e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 308055 members 
Entering Unmasked Estep 
Score: -35513204.000000 Penalty: 6272.467285
	Iteration 46Q: 3 clusters Score -3.55132e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 308519 members 
Entering Unmasked Estep 
Score: -35513516.000000 Penalty: 6272.467285
	Iteration 47Q: 3 clusters Score -3.551352e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 308877 members 
Entering Unmasked Estep 
Score: -35513864.000000 Penalty: 6272.467285
	Iteration 48Q: 3 clusters Score -3.551386e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 309135 members 
Entering Unmasked Estep 
Score: -35514136.000000 Penalty: 6272.467285
	Iteration 49Q: 3 clusters Score -3.551414e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 309310 members 
Entering Unmasked Estep 
Score: -35514276.000000 Penalty: 6272.467285
	Iteration 50Q: 3 clusters Score -3.551428e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 309437 members 
Entering Unmasked Estep 
Score: -35514368.000000 Penalty: 6272.467285
	Iteration 51Q: 3 clusters Score -3.551437e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 309530 members 
Entering Unmasked Estep 
Score: -35514484.000000 Penalty: 6272.467285
	Iteration 52Q: 3 clusters Score -3.551448e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 309595 members 
Entering Unmasked Estep 
Score: -35514588.000000 Penalty: 6272.467285
	Iteration 53Q: 3 clusters Score -3.551459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 309651 members 
Entering Unmasked Estep 
Score: -35514616.000000 Penalty: 6272.467285
	Iteration 54Q: 3 clusters Score -3.551462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 309682 members 
Entering Unmasked Estep 
Score: -35514676.000000 Penalty: 6272.467285
	Iteration 55Q: 3 clusters Score -3.551468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 309714 members 
Entering Unmasked Estep 
Score: -35514728.000000 Penalty: 6272.467285
	Iteration 56Q: 3 clusters Score -3.551473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 309736 members 
Entering Unmasked Estep 
Score: -35514780.000000 Penalty: 6272.467285
	Iteration 57Q: 3 clusters Score -3.551478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 309757 members 
Entering Unmasked Estep 
Score: -35514820.000000 Penalty: 6272.467285
	Iteration 58Q: 3 clusters Score -3.551482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 309775 members 
Entering Unmasked Estep 
Score: -35514820.000000 Penalty: 6272.467285
	Iteration 59Q: 3 clusters Score -3.551482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 309795 members 
Entering Unmasked Estep 
Score: -35514872.000000 Penalty: 6272.467285
	Iteration 60F: 3 clusters Score -3.551487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 309812 members 
Entering Unmasked Estep 
Score: -35514892.000000 Penalty: 6272.467285
	Iteration 61Q: 3 clusters Score -3.551489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 309831 members 
Entering Unmasked Estep 
Score: -35514920.000000 Penalty: 6272.467285
	Iteration 62Q: 3 clusters Score -3.551492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 309842 members 
Entering Unmasked Estep 
Score: -35514944.000000 Penalty: 6272.467285
	Iteration 63Q: 3 clusters Score -3.551494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 309857 members 
Entering Unmasked Estep 
Score: -35514960.000000 Penalty: 6272.467285
	Iteration 64Q: 3 clusters Score -3.551496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 309860 members 
Entering Unmasked Estep 
Score: -35514940.000000 Penalty: 6272.467285
	Iteration 65Q: 3 clusters Score -3.551494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 309864 members 
Entering Unmasked Estep 
Score: -35514956.000000 Penalty: 6272.467285
	Iteration 66Q: 3 clusters Score -3.551496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 309866 members 
Entering Unmasked Estep 
Score: -35514940.000000 Penalty: 6272.467285
	Iteration 67Q: 3 clusters Score -3.551494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 309870 members 
Entering Unmasked Estep 
Score: -35514968.000000 Penalty: 6272.467285
	Iteration 68Q: 3 clusters Score -3.551497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 309874 members 
Entering Unmasked Estep 
Score: -35514956.000000 Penalty: 6272.467285
	Iteration 69Q: 3 clusters Score -3.551496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 309882 members 
Entering Unmasked Estep 
Score: -35514956.000000 Penalty: 6272.467285
	Iteration 70Q: 3 clusters Score -3.551496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 309885 members 
Entering Unmasked Estep 
Score: -35514960.000000 Penalty: 6272.467285
	Iteration 71Q: 3 clusters Score -3.551496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 309889 members 
Entering Unmasked Estep 
Score: -35514960.000000 Penalty: 6272.467285
	Iteration 72Q: 3 clusters Score -3.551496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 309891 members 
Entering Unmasked Estep 
Score: -35514960.000000 Penalty: 6272.467285
	Iteration 73Q: 3 clusters Score -3.551496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 309895 members 
Entering Unmasked Estep 
Score: -35514960.000000 Penalty: 6272.467285
	Iteration 74Q: 3 clusters Score -3.551496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 309899 members 
Entering Unmasked Estep 
Score: -35514992.000000 Penalty: 6272.467285
	Iteration 75Q: 3 clusters Score -3.551499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 309902 members 
Entering Unmasked Estep 
Score: -35514996.000000 Penalty: 6272.467285
	Iteration 76Q: 3 clusters Score -3.5515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 309906 members 
Entering Unmasked Estep 
Score: -35515000.000000 Penalty: 6272.467285
	Iteration 77Q: 3 clusters Score -3.5515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 309908 members 
Entering Unmasked Estep 
Score: -35515008.000000 Penalty: 6272.467285
	Iteration 78Q: 3 clusters Score -3.551501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 309909 members 
Entering Unmasked Estep 
Score: -35514996.000000 Penalty: 6272.467285
	Iteration 79Q: 3 clusters Score -3.5515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 309908 members 
Entering Unmasked Estep 
Score: -35514996.000000 Penalty: 6272.467285
	Iteration 80F: 3 clusters Score -3.5515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 309906 members 
Entering Unmasked Estep 
Score: -35514996.000000 Penalty: 6272.467285
	Iteration 81Q: 3 clusters Score -3.5515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 309907 members 
Entering Unmasked Estep 
Score: -35515016.000000 Penalty: 6272.467285
	Iteration 82Q: 3 clusters Score -3.551502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 309909 members 
Entering Unmasked Estep 
Score: -35515004.000000 Penalty: 6272.467285
	Iteration 83Q: 3 clusters Score -3.5515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 309911 members 
Entering Unmasked Estep 
Score: -35515008.000000 Penalty: 6272.467285
	Iteration 84Q: 3 clusters Score -3.551501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 309912 members 
Entering Unmasked Estep 
Score: -35515012.000000 Penalty: 6272.467285
	Iteration 85Q: 3 clusters Score -3.551501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 309912 members 
Entering Unmasked Estep 
Score: -35515012.000000 Penalty: 6272.467285
	Iteration 86F: 3 clusters Score -3.551501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -13392.445312 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -13392.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12406.756836 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -12406.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12436.752930 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -12436.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12439.562500 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -12439.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12439.562500 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -12439.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -65627.132812 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -65627.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64038.972656 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -64038.97 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64301.128906 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -64301.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64409.578125 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -64409.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64487.394531 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -64487.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64545.917969 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -64545.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64586.546875 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -64586.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64643.464844 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -64643.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64714.675781 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -64714.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64786.976562 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -64786.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64862.257812 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -64862.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64987.449219 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -64987.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65080.082031 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -65080.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65141.296875 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -65141.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -65180.960938 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -65180.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65195.363281 Penalty: 3221.651611
	Iteration 14Q: 3 clusters Score -65195.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65197.671875 Penalty: 3221.651611
	Iteration 15Q: 3 clusters Score -65197.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65204.355469 Penalty: 3221.651611
	Iteration 16Q: 3 clusters Score -65204.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65207.042969 Penalty: 3221.651611
	Iteration 17Q: 3 clusters Score -65207.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65227.332031 Penalty: 3221.651611
	Iteration 18F: 3 clusters Score -65227.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65260.082031 Penalty: 3221.651611
	Iteration 19Q: 3 clusters Score -65260.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65280.417969 Penalty: 3221.651611
	Iteration 20F: 3 clusters Score -65280.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65283.503906 Penalty: 3221.651611
	Iteration 21Q: 3 clusters Score -65283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65284.468750 Penalty: 3221.651611
	Iteration 22Q: 3 clusters Score -65284.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65284.468750 Penalty: 3221.651611
	Iteration 23F: 3 clusters Score -65284.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (105639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Entering Unmasked Estep 
Score: -12202127.000000 Penalty: 2868.810303
	Iteration 0F: 2 clusters Score -1.220213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -12131428.000000 Penalty: 5737.620605
	Iteration 0F: 3 clusters Score -1.213143e+07 nChanged 49773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -12159761.000000 Penalty: 5737.620605
	Iteration 1F: 3 clusters Score -1.215976e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -12160907.000000 Penalty: 5737.620605
	Iteration 2Q: 3 clusters Score -1.216091e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -12162365.000000 Penalty: 5737.620605
	Iteration 3Q: 3 clusters Score -1.216236e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -12164482.000000 Penalty: 5737.620605
	Iteration 4Q: 3 clusters Score -1.216448e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -12166883.000000 Penalty: 5737.620605
	Iteration 5F: 3 clusters Score -1.216688e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -12169367.000000 Penalty: 5737.620605
	Iteration 6F: 3 clusters Score -1.216937e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -12171764.000000 Penalty: 5737.620605
	Iteration 7F: 3 clusters Score -1.217176e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -12173871.000000 Penalty: 5737.620605
	Iteration 8F: 3 clusters Score -1.217387e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -12175530.000000 Penalty: 5737.620605
	Iteration 9Q: 3 clusters Score -1.217553e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -12177099.000000 Penalty: 5737.620605
	Iteration 10Q: 3 clusters Score -1.21771e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -12178514.000000 Penalty: 5737.620605
	Iteration 11Q: 3 clusters Score -1.217851e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -12180134.000000 Penalty: 5737.620605
	Iteration 12Q: 3 clusters Score -1.218013e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -12181848.000000 Penalty: 5737.620605
	Iteration 13Q: 3 clusters Score -1.218185e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -12184026.000000 Penalty: 5737.620605
	Iteration 14Q: 3 clusters Score -1.218403e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -12186067.000000 Penalty: 5737.620605
	Iteration 15Q: 3 clusters Score -1.218607e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -12188060.000000 Penalty: 5737.620605
	Iteration 16Q: 3 clusters Score -1.218806e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -12189528.000000 Penalty: 5737.620605
	Iteration 17Q: 3 clusters Score -1.218953e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -12190623.000000 Penalty: 5737.620605
	Iteration 18Q: 3 clusters Score -1.219062e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -12191425.000000 Penalty: 5737.620605
	Iteration 19Q: 3 clusters Score -1.219142e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -12192202.000000 Penalty: 5737.620605
	Iteration 20F: 3 clusters Score -1.21922e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -12192975.000000 Penalty: 5737.620605
	Iteration 21Q: 3 clusters Score -1.219298e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -12193707.000000 Penalty: 5737.620605
	Iteration 22Q: 3 clusters Score -1.219371e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -12194385.000000 Penalty: 5737.620605
	Iteration 23Q: 3 clusters Score -1.219438e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -12195105.000000 Penalty: 5737.620605
	Iteration 24Q: 3 clusters Score -1.21951e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -12195699.000000 Penalty: 5737.620605
	Iteration 25Q: 3 clusters Score -1.21957e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -12196331.000000 Penalty: 5737.620605
	Iteration 26Q: 3 clusters Score -1.219633e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -12197039.000000 Penalty: 5737.620605
	Iteration 27Q: 3 clusters Score -1.219704e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -12197535.000000 Penalty: 5737.620605
	Iteration 28Q: 3 clusters Score -1.219754e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -12197999.000000 Penalty: 5737.620605
	Iteration 29Q: 3 clusters Score -1.2198e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -12198410.000000 Penalty: 5737.620605
	Iteration 30Q: 3 clusters Score -1.219841e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -12198705.000000 Penalty: 5737.620605
	Iteration 31Q: 3 clusters Score -1.21987e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -12198956.000000 Penalty: 5737.620605
	Iteration 32Q: 3 clusters Score -1.219896e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -12199161.000000 Penalty: 5737.620605
	Iteration 33Q: 3 clusters Score -1.219916e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -12199316.000000 Penalty: 5737.620605
	Iteration 34Q: 3 clusters Score -1.219932e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -12199483.000000 Penalty: 5737.620605
	Iteration 35Q: 3 clusters Score -1.219948e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -12199604.000000 Penalty: 5737.620605
	Iteration 36Q: 3 clusters Score -1.21996e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -12199709.000000 Penalty: 5737.620605
	Iteration 37Q: 3 clusters Score -1.219971e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -12199775.000000 Penalty: 5737.620605
	Iteration 38Q: 3 clusters Score -1.219978e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -12199811.000000 Penalty: 5737.620605
	Iteration 39Q: 3 clusters Score -1.219981e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -12199847.000000 Penalty: 5737.620605
	Iteration 40F: 3 clusters Score -1.219985e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -12199867.000000 Penalty: 5737.620605
	Iteration 41Q: 3 clusters Score -1.219987e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -12199908.000000 Penalty: 5737.620605
	Iteration 42Q: 3 clusters Score -1.219991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 103662 members 
Entering Unmasked Estep 
Score: -12199915.000000 Penalty: 5737.620605
	Iteration 43Q: 3 clusters Score -1.219992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -12199915.000000 Penalty: 5737.620605
	Iteration 44Q: 3 clusters Score -1.219992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -12199941.000000 Penalty: 5737.620605
	Iteration 45Q: 3 clusters Score -1.219994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -12199940.000000 Penalty: 5737.620605
	Iteration 46Q: 3 clusters Score -1.219994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -12199941.000000 Penalty: 5737.620605
	Iteration 47Q: 3 clusters Score -1.219994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -12199936.000000 Penalty: 5737.620605
	Iteration 48Q: 3 clusters Score -1.219994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -12199961.000000 Penalty: 5737.620605
	Iteration 49Q: 3 clusters Score -1.219996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -12199965.000000 Penalty: 5737.620605
	Iteration 50Q: 3 clusters Score -1.219996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -12199980.000000 Penalty: 5737.620605
	Iteration 51Q: 3 clusters Score -1.219998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -12200001.000000 Penalty: 5737.620605
	Iteration 52Q: 3 clusters Score -1.22e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -12199999.000000 Penalty: 5737.620605
	Iteration 53Q: 3 clusters Score -1.22e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 103982 members 
Entering Unmasked Estep 
Score: -12200015.000000 Penalty: 5737.620605
	Iteration 54Q: 3 clusters Score -1.220002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -12200003.000000 Penalty: 5737.620605
	Iteration 55Q: 3 clusters Score -1.22e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -12200009.000000 Penalty: 5737.620605
	Iteration 56Q: 3 clusters Score -1.220001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -12200013.000000 Penalty: 5737.620605
	Iteration 57Q: 3 clusters Score -1.220001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -12200019.000000 Penalty: 5737.620605
	Iteration 58Q: 3 clusters Score -1.220002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -12200026.000000 Penalty: 5737.620605
	Iteration 59Q: 3 clusters Score -1.220003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -12200027.000000 Penalty: 5737.620605
	Iteration 60F: 3 clusters Score -1.220003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -12200044.000000 Penalty: 5737.620605
	Iteration 61Q: 3 clusters Score -1.220004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -12200039.000000 Penalty: 5737.620605
	Iteration 62Q: 3 clusters Score -1.220004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -12200040.000000 Penalty: 5737.620605
	Iteration 63Q: 3 clusters Score -1.220004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 104084 members 
Entering Unmasked Estep 
Score: -12200039.000000 Penalty: 5737.620605
	Iteration 64Q: 3 clusters Score -1.220004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -12200038.000000 Penalty: 5737.620605
	Iteration 65Q: 3 clusters Score -1.220004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -12200045.000000 Penalty: 5737.620605
	Iteration 66Q: 3 clusters Score -1.220004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -12200046.000000 Penalty: 5737.620605
	Iteration 67Q: 3 clusters Score -1.220005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 104099 members 
Entering Unmasked Estep 
Score: -12200043.000000 Penalty: 5737.620605
	Iteration 68Q: 3 clusters Score -1.220004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 104099 members 
Entering Unmasked Estep 
Score: -12200043.000000 Penalty: 5737.620605
	Iteration 69F: 3 clusters Score -1.220004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -67786.804688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -67786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66096.718750 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -66096.72 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66357.945312 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -66357.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66425.929688 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -66425.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66453.835938 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -66453.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66467.578125 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -66467.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66478.906250 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -66478.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66486.578125 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -66486.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66490.789062 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -66490.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66496.203125 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -66496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66498.531250 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -66498.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66500.242188 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -66500.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66501.500000 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -66501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66503.289062 Penalty: 3233.497070
	Iteration 12Q: 3 clusters Score -66503.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66503.289062 Penalty: 3233.497070
	Iteration 13F: 3 clusters Score -66503.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -71801.046875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -71801.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70076.953125 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -70076.95 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70269.945312 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -70269.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70375.203125 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -70375.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70468.156250 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -70468.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70511.437500 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -70511.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70562.195312 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -70562.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70621.781250 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -70621.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70738.960938 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -70738.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70854.335938 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -70854.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70973.296875 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -70973.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71043.125000 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -71043.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71087.359375 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -71087.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71138.414062 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -71138.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71157.335938 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -71157.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71167.070312 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -71167.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71177.906250 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -71177.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71187.039062 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -71187.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71193.937500 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -71193.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71206.445312 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -71206.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71211.500000 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -71211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71214.734375 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -71214.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71222.703125 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -71222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71247.468750 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -71247.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71272.625000 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -71272.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71291.000000 Penalty: 3254.972412
	Iteration 24Q: 3 clusters Score -71291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71319.515625 Penalty: 3254.972412
	Iteration 25Q: 3 clusters Score -71319.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71329.226562 Penalty: 3254.972412
	Iteration 26Q: 3 clusters Score -71329.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71329.226562 Penalty: 3254.972412
	Iteration 27F: 3 clusters Score -71329.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 172813 members 
Mstep: Class 3 contains 46532 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33058 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 121192 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21210 members 
Mstep: Class 13 contains 34398 members 
Mstep: Class 14 contains 22953 members 
Mstep: Class 15 contains 40730 members 
Mstep: Class 16 contains 63448 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310551 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105639 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584784.000000 Penalty: 89191.812500
Iteration 119Q: 27 clusters Score -1.145848e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 172867 members 
Mstep: Class 3 contains 46541 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33072 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 120957 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21213 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 22946 members 
Mstep: Class 15 contains 40747 members 
Mstep: Class 16 contains 63448 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310672 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105643 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584720.000000 Penalty: 89191.812500
Iteration 120F: 27 clusters Score -1.145847e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 172910 members 
Mstep: Class 3 contains 46545 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33081 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 120751 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21217 members 
Mstep: Class 13 contains 34430 members 
Mstep: Class 14 contains 22946 members 
Mstep: Class 15 contains 40760 members 
Mstep: Class 16 contains 63445 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310789 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105646 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584544.000000 Penalty: 89191.812500
Iteration 121Q: 27 clusters Score -1.145845e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 172967 members 
Mstep: Class 3 contains 46545 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33089 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 120561 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21222 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 22944 members 
Mstep: Class 15 contains 40768 members 
Mstep: Class 16 contains 63446 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310878 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105649 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584544.000000 Penalty: 89191.812500
Iteration 122Q: 27 clusters Score -1.145845e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173023 members 
Mstep: Class 3 contains 46544 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 120387 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21227 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 22941 members 
Mstep: Class 15 contains 40772 members 
Mstep: Class 16 contains 63442 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 310965 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105651 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584336.000000 Penalty: 89191.812500
Iteration 123Q: 27 clusters Score -1.145843e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173072 members 
Mstep: Class 3 contains 46547 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33103 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 120233 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21230 members 
Mstep: Class 13 contains 34487 members 
Mstep: Class 14 contains 22938 members 
Mstep: Class 15 contains 40785 members 
Mstep: Class 16 contains 63446 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311035 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105647 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584320.000000 Penalty: 89191.812500
Iteration 124Q: 27 clusters Score -1.145843e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173120 members 
Mstep: Class 3 contains 46553 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 120086 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21236 members 
Mstep: Class 13 contains 34492 members 
Mstep: Class 14 contains 22942 members 
Mstep: Class 15 contains 40789 members 
Mstep: Class 16 contains 63447 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311103 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105642 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584320.000000 Penalty: 89191.812500
Iteration 125Q: 27 clusters Score -1.145843e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173173 members 
Mstep: Class 3 contains 46564 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33120 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 119944 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21236 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 22942 members 
Mstep: Class 15 contains 40800 members 
Mstep: Class 16 contains 63451 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311156 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105633 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584152.000000 Penalty: 89191.812500
Iteration 126Q: 27 clusters Score -1.145842e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173224 members 
Mstep: Class 3 contains 46567 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 119802 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21241 members 
Mstep: Class 13 contains 34511 members 
Mstep: Class 14 contains 22945 members 
Mstep: Class 15 contains 40806 members 
Mstep: Class 16 contains 63456 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311220 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105626 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584256.000000 Penalty: 89191.812500
Iteration 127Q: 27 clusters Score -1.145843e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173279 members 
Mstep: Class 3 contains 46573 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33136 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 119665 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 21249 members 
Mstep: Class 13 contains 34519 members 
Mstep: Class 14 contains 22951 members 
Mstep: Class 15 contains 40812 members 
Mstep: Class 16 contains 63457 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311264 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105620 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584144.000000 Penalty: 89191.812500
Iteration 128Q: 27 clusters Score -1.145841e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173329 members 
Mstep: Class 3 contains 46575 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33138 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 119560 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21256 members 
Mstep: Class 13 contains 34528 members 
Mstep: Class 14 contains 22956 members 
Mstep: Class 15 contains 40826 members 
Mstep: Class 16 contains 63456 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311289 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105611 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584072.000000 Penalty: 89191.812500
Iteration 129Q: 27 clusters Score -1.145841e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173373 members 
Mstep: Class 3 contains 46579 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 119429 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21263 members 
Mstep: Class 13 contains 34534 members 
Mstep: Class 14 contains 22963 members 
Mstep: Class 15 contains 40837 members 
Mstep: Class 16 contains 63462 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311334 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105611 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584072.000000 Penalty: 89191.812500
Iteration 130Q: 27 clusters Score -1.145841e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173410 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 119310 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21265 members 
Mstep: Class 13 contains 34537 members 
Mstep: Class 14 contains 22971 members 
Mstep: Class 15 contains 40848 members 
Mstep: Class 16 contains 63462 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311385 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105609 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584016.000000 Penalty: 89191.812500
Iteration 131Q: 27 clusters Score -1.14584e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 173450 members 
Mstep: Class 3 contains 46585 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33146 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 119199 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21268 members 
Mstep: Class 13 contains 34548 members 
Mstep: Class 14 contains 22976 members 
Mstep: Class 15 contains 40862 members 
Mstep: Class 16 contains 63467 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311420 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105604 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584024.000000 Penalty: 89191.812500
Iteration 132Q: 27 clusters Score -1.14584e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173493 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33147 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 119083 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21274 members 
Mstep: Class 13 contains 34555 members 
Mstep: Class 14 contains 22978 members 
Mstep: Class 15 contains 40872 members 
Mstep: Class 16 contains 63469 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311471 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105596 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584008.000000 Penalty: 89191.812500
Iteration 133Q: 27 clusters Score -1.14584e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173539 members 
Mstep: Class 3 contains 46592 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 118957 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21279 members 
Mstep: Class 13 contains 34562 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 40877 members 
Mstep: Class 16 contains 63466 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311527 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105593 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583976.000000 Penalty: 89191.812500
Iteration 134Q: 27 clusters Score -1.14584e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173593 members 
Mstep: Class 3 contains 46593 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33155 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 118818 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 34563 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 40890 members 
Mstep: Class 16 contains 63469 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311582 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105592 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583896.000000 Penalty: 89191.812500
Iteration 135Q: 27 clusters Score -1.145839e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173659 members 
Mstep: Class 3 contains 46593 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33159 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 118666 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 34568 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 40905 members 
Mstep: Class 16 contains 63472 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311646 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105583 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583912.000000 Penalty: 89191.812500
Iteration 136Q: 27 clusters Score -1.145839e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173727 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33162 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 118512 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 34568 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 40919 members 
Mstep: Class 16 contains 63474 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311708 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105582 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583800.000000 Penalty: 89191.812500
Iteration 137Q: 27 clusters Score -1.145838e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173787 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33164 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 118370 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 34573 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 40930 members 
Mstep: Class 16 contains 63476 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311775 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 105579 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583752.000000 Penalty: 89191.812500
Iteration 138Q: 27 clusters Score -1.145838e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173845 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 33173 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 118251 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21288 members 
Mstep: Class 13 contains 34578 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 40934 members 
Mstep: Class 16 contains 63476 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311810 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 105579 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583872.000000 Penalty: 89191.812500
Iteration 139Q: 27 clusters Score -1.145839e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173902 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33177 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 118123 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21294 members 
Mstep: Class 13 contains 34588 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 40937 members 
Mstep: Class 16 contains 63478 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311859 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105578 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583880.000000 Penalty: 89191.812500
Iteration 140F: 27 clusters Score -1.145839e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 173968 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 118004 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 34593 members 
Mstep: Class 14 contains 22977 members 
Mstep: Class 15 contains 40943 members 
Mstep: Class 16 contains 63478 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311905 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105576 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583768.000000 Penalty: 89191.812500
Iteration 141Q: 27 clusters Score -1.145838e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 174033 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 117888 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 34596 members 
Mstep: Class 14 contains 22973 members 
Mstep: Class 15 contains 40956 members 
Mstep: Class 16 contains 63481 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311940 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105570 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583744.000000 Penalty: 89191.812500
Iteration 142Q: 27 clusters Score -1.145837e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 174096 members 
Mstep: Class 3 contains 46602 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 117771 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21298 members 
Mstep: Class 13 contains 34599 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 40959 members 
Mstep: Class 16 contains 63482 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 311991 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105561 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583576.000000 Penalty: 89191.812500
Iteration 143Q: 27 clusters Score -1.145836e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 174154 members 
Mstep: Class 3 contains 46609 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 117631 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17199 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 22973 members 
Mstep: Class 15 contains 40964 members 
Mstep: Class 16 contains 63479 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312054 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105558 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583464.000000 Penalty: 89191.812500
Iteration 144Q: 27 clusters Score -1.145835e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 174199 members 
Mstep: Class 3 contains 46612 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 117507 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21295 members 
Mstep: Class 13 contains 34612 members 
Mstep: Class 14 contains 22974 members 
Mstep: Class 15 contains 40975 members 
Mstep: Class 16 contains 63480 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312123 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105550 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583368.000000 Penalty: 89191.812500
Iteration 145Q: 27 clusters Score -1.145834e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 174244 members 
Mstep: Class 3 contains 46618 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 117391 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21297 members 
Mstep: Class 13 contains 34613 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 40987 members 
Mstep: Class 16 contains 63482 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312170 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105543 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583312.000000 Penalty: 89191.812500
Iteration 146Q: 27 clusters Score -1.145833e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174281 members 
Mstep: Class 3 contains 46617 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 117272 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21302 members 
Mstep: Class 13 contains 34616 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 40993 members 
Mstep: Class 16 contains 63484 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312230 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105540 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583240.000000 Penalty: 89191.812500
Iteration 147Q: 27 clusters Score -1.145832e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174331 members 
Mstep: Class 3 contains 46616 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 117161 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 34617 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 41015 members 
Mstep: Class 16 contains 63488 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312255 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105540 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583264.000000 Penalty: 89191.812500
Iteration 148Q: 27 clusters Score -1.145833e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174376 members 
Mstep: Class 3 contains 46623 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33201 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 117050 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21311 members 
Mstep: Class 13 contains 34618 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 41034 members 
Mstep: Class 16 contains 63487 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312299 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105532 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 149Q: 27 clusters Score -1.145831e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174415 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33203 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 116935 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 21319 members 
Mstep: Class 13 contains 34623 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 41048 members 
Mstep: Class 16 contains 63493 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312349 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105524 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583120.000000 Penalty: 89191.812500
Iteration 150Q: 27 clusters Score -1.145831e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174435 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33206 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 116848 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21323 members 
Mstep: Class 13 contains 34628 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 41064 members 
Mstep: Class 16 contains 63497 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312382 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105520 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583096.000000 Penalty: 89191.812500
Iteration 151Q: 27 clusters Score -1.145831e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174461 members 
Mstep: Class 3 contains 46630 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33209 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116760 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21324 members 
Mstep: Class 13 contains 34632 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 41087 members 
Mstep: Class 16 contains 63500 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312418 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105512 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583120.000000 Penalty: 89191.812500
Iteration 152Q: 27 clusters Score -1.145831e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174477 members 
Mstep: Class 3 contains 46631 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116686 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21325 members 
Mstep: Class 13 contains 34644 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41105 members 
Mstep: Class 16 contains 63500 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312444 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105510 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 153Q: 27 clusters Score -1.145832e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174497 members 
Mstep: Class 3 contains 46628 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33221 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116623 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 21329 members 
Mstep: Class 13 contains 34654 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 41122 members 
Mstep: Class 16 contains 63503 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312459 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105507 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583088.000000 Penalty: 89191.812500
Iteration 154Q: 27 clusters Score -1.145831e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174513 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33223 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116551 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 21335 members 
Mstep: Class 13 contains 34663 members 
Mstep: Class 14 contains 22978 members 
Mstep: Class 15 contains 41142 members 
Mstep: Class 16 contains 63505 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312486 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105500 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583168.000000 Penalty: 89191.812500
Iteration 155Q: 27 clusters Score -1.145832e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174536 members 
Mstep: Class 3 contains 46630 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33226 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116485 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17191 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 34671 members 
Mstep: Class 14 contains 22976 members 
Mstep: Class 15 contains 41159 members 
Mstep: Class 16 contains 63507 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312507 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105491 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583240.000000 Penalty: 89191.812500
Iteration 156Q: 27 clusters Score -1.145832e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174558 members 
Mstep: Class 3 contains 46628 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116424 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21336 members 
Mstep: Class 13 contains 34679 members 
Mstep: Class 14 contains 22976 members 
Mstep: Class 15 contains 41181 members 
Mstep: Class 16 contains 63509 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312520 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105482 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583288.000000 Penalty: 89191.812500
Iteration 157Q: 27 clusters Score -1.145833e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174572 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116383 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21338 members 
Mstep: Class 13 contains 34683 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 41194 members 
Mstep: Class 16 contains 63513 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312527 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105474 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583280.000000 Penalty: 89191.812500
Iteration 158Q: 27 clusters Score -1.145833e+08 nChanged 83
Entering ConstructFrom: 
Score: -114583280.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -749619.187500 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -749619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -744224.562500 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -744224.6 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -745642.687500 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -745642.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -745886.312500 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -745886.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -746069.687500 Penalty: 4352.442383
	Iteration 3Q: 3 clusters Score -746069.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -746228.062500 Penalty: 4352.442383
	Iteration 4Q: 3 clusters Score -746228.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -746384.687500 Penalty: 4352.442383
	Iteration 5Q: 3 clusters Score -746384.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -746545.937500 Penalty: 4352.442383
	Iteration 6Q: 3 clusters Score -746545.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -746677.187500 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -746677.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -746801.250000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -746801.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -746914.625000 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -746914.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -747037.500000 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -747037.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -747164.125000 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -747164.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -747272.750000 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -747272.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -747383.875000 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -747383.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -747477.687500 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -747477.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -747577.562500 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -747577.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -747677.937500 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -747677.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -747746.125000 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -747746.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -747788.500000 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -747788.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -747811.375000 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -747811.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -747822.187500 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -747822.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -747837.187500 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -747837.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -747853.937500 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -747853.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -747870.375000 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -747870.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -747878.062500 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -747878.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -747880.812500 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -747880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -747880.812500 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -747880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -747883.250000 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -747883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -747885.125000 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -747885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -747889.125000 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -747889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -747889.312500 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -747889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -747889.312500 Penalty: 4352.442383
	Iteration 31F: 3 clusters Score -747889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174592 members 
Entering Unmasked Estep 
Score: -20081050.000000 Penalty: 2993.411377
	Iteration 0F: 2 clusters Score -2.008105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -19966684.000000 Penalty: 5986.822754
	Iteration 0F: 3 clusters Score -1.996668e+07 nChanged 83811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -20015848.000000 Penalty: 5986.822754
	Iteration 1F: 3 clusters Score -2.001585e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -20016768.000000 Penalty: 5986.822754
	Iteration 2Q: 3 clusters Score -2.001677e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
Score: -20017774.000000 Penalty: 5986.822754
	Iteration 3Q: 3 clusters Score -2.001777e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -20018950.000000 Penalty: 5986.822754
	Iteration 4Q: 3 clusters Score -2.001895e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -20020212.000000 Penalty: 5986.822754
	Iteration 5Q: 3 clusters Score -2.002021e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -20021706.000000 Penalty: 5986.822754
	Iteration 6Q: 3 clusters Score -2.002171e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -20023730.000000 Penalty: 5986.822754
	Iteration 7Q: 3 clusters Score -2.002373e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -20026402.000000 Penalty: 5986.822754
	Iteration 8Q: 3 clusters Score -2.00264e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -20030096.000000 Penalty: 5986.822754
	Iteration 9Q: 3 clusters Score -2.00301e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -20035682.000000 Penalty: 5986.822754
	Iteration 10F: 3 clusters Score -2.003568e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -20042816.000000 Penalty: 5986.822754
	Iteration 11F: 3 clusters Score -2.004282e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -20049830.000000 Penalty: 5986.822754
	Iteration 12F: 3 clusters Score -2.004983e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -20054126.000000 Penalty: 5986.822754
	Iteration 13Q: 3 clusters Score -2.005413e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -20055942.000000 Penalty: 5986.822754
	Iteration 14Q: 3 clusters Score -2.005594e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -20057150.000000 Penalty: 5986.822754
	Iteration 15Q: 3 clusters Score -2.005715e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -20058480.000000 Penalty: 5986.822754
	Iteration 16Q: 3 clusters Score -2.005848e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -20059778.000000 Penalty: 5986.822754
	Iteration 17Q: 3 clusters Score -2.005978e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -20061058.000000 Penalty: 5986.822754
	Iteration 18Q: 3 clusters Score -2.006106e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123258 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -20062334.000000 Penalty: 5986.822754
	Iteration 19Q: 3 clusters Score -2.006233e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -20063552.000000 Penalty: 5986.822754
	Iteration 20F: 3 clusters Score -2.006355e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -20064806.000000 Penalty: 5986.822754
	Iteration 21Q: 3 clusters Score -2.006481e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -20065820.000000 Penalty: 5986.822754
	Iteration 22Q: 3 clusters Score -2.006582e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134137 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -20066898.000000 Penalty: 5986.822754
	Iteration 23Q: 3 clusters Score -2.00669e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -20067900.000000 Penalty: 5986.822754
	Iteration 24Q: 3 clusters Score -2.00679e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139203 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -20068758.000000 Penalty: 5986.822754
	Iteration 25Q: 3 clusters Score -2.006876e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -20069450.000000 Penalty: 5986.822754
	Iteration 26Q: 3 clusters Score -2.006945e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -20070198.000000 Penalty: 5986.822754
	Iteration 27Q: 3 clusters Score -2.00702e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -20071044.000000 Penalty: 5986.822754
	Iteration 28Q: 3 clusters Score -2.007104e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148831 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -20072026.000000 Penalty: 5986.822754
	Iteration 29Q: 3 clusters Score -2.007203e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -20072812.000000 Penalty: 5986.822754
	Iteration 30Q: 3 clusters Score -2.007281e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -20073530.000000 Penalty: 5986.822754
	Iteration 31Q: 3 clusters Score -2.007353e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -20074140.000000 Penalty: 5986.822754
	Iteration 32Q: 3 clusters Score -2.007414e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -20074874.000000 Penalty: 5986.822754
	Iteration 33Q: 3 clusters Score -2.007487e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -20075498.000000 Penalty: 5986.822754
	Iteration 34Q: 3 clusters Score -2.00755e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -20075940.000000 Penalty: 5986.822754
	Iteration 35Q: 3 clusters Score -2.007594e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -20076424.000000 Penalty: 5986.822754
	Iteration 36Q: 3 clusters Score -2.007642e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -20076782.000000 Penalty: 5986.822754
	Iteration 37Q: 3 clusters Score -2.007678e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -20077144.000000 Penalty: 5986.822754
	Iteration 38Q: 3 clusters Score -2.007714e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -20077440.000000 Penalty: 5986.822754
	Iteration 39Q: 3 clusters Score -2.007744e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -20077718.000000 Penalty: 5986.822754
	Iteration 40F: 3 clusters Score -2.007772e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -20077954.000000 Penalty: 5986.822754
	Iteration 41Q: 3 clusters Score -2.007795e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -20078184.000000 Penalty: 5986.822754
	Iteration 42Q: 3 clusters Score -2.007818e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -20078346.000000 Penalty: 5986.822754
	Iteration 43Q: 3 clusters Score -2.007835e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -20078498.000000 Penalty: 5986.822754
	Iteration 44Q: 3 clusters Score -2.00785e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -20078606.000000 Penalty: 5986.822754
	Iteration 45Q: 3 clusters Score -2.007861e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171303 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -20078594.000000 Penalty: 5986.822754
	Iteration 46Q: 3 clusters Score -2.007859e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -20078708.000000 Penalty: 5986.822754
	Iteration 47Q: 3 clusters Score -2.007871e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -20078850.000000 Penalty: 5986.822754
	Iteration 48Q: 3 clusters Score -2.007885e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -20078872.000000 Penalty: 5986.822754
	Iteration 49Q: 3 clusters Score -2.007887e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172090 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20078942.000000 Penalty: 5986.822754
	Iteration 50Q: 3 clusters Score -2.007894e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -20078962.000000 Penalty: 5986.822754
	Iteration 51Q: 3 clusters Score -2.007896e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -20078948.000000 Penalty: 5986.822754
	Iteration 52Q: 3 clusters Score -2.007895e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -20078986.000000 Penalty: 5986.822754
	Iteration 53Q: 3 clusters Score -2.007899e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20079000.000000 Penalty: 5986.822754
	Iteration 54Q: 3 clusters Score -2.0079e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20079038.000000 Penalty: 5986.822754
	Iteration 55Q: 3 clusters Score -2.007904e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -20079086.000000 Penalty: 5986.822754
	Iteration 56Q: 3 clusters Score -2.007909e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20079094.000000 Penalty: 5986.822754
	Iteration 57Q: 3 clusters Score -2.007909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20079090.000000 Penalty: 5986.822754
	Iteration 58Q: 3 clusters Score -2.007909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -20079090.000000 Penalty: 5986.822754
	Iteration 59Q: 3 clusters Score -2.007909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -20079102.000000 Penalty: 5986.822754
	Iteration 60F: 3 clusters Score -2.00791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -20079102.000000 Penalty: 5986.822754
	Iteration 61Q: 3 clusters Score -2.00791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20079106.000000 Penalty: 5986.822754
	Iteration 62Q: 3 clusters Score -2.007911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172711 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -20079102.000000 Penalty: 5986.822754
	Iteration 63Q: 3 clusters Score -2.00791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172725 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -20079100.000000 Penalty: 5986.822754
	Iteration 64Q: 3 clusters Score -2.00791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172743 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -20079108.000000 Penalty: 5986.822754
	Iteration 65Q: 3 clusters Score -2.007911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172758 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20079110.000000 Penalty: 5986.822754
	Iteration 66Q: 3 clusters Score -2.007911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172771 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -20079126.000000 Penalty: 5986.822754
	Iteration 67Q: 3 clusters Score -2.007913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172786 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20079126.000000 Penalty: 5986.822754
	Iteration 68Q: 3 clusters Score -2.007913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20079130.000000 Penalty: 5986.822754
	Iteration 69Q: 3 clusters Score -2.007913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20079132.000000 Penalty: 5986.822754
	Iteration 70Q: 3 clusters Score -2.007913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20079132.000000 Penalty: 5986.822754
	Iteration 71Q: 3 clusters Score -2.007913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -20079140.000000 Penalty: 5986.822754
	Iteration 72Q: 3 clusters Score -2.007914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -20079162.000000 Penalty: 5986.822754
	Iteration 73Q: 3 clusters Score -2.007916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20079164.000000 Penalty: 5986.822754
	Iteration 74Q: 3 clusters Score -2.007916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20079146.000000 Penalty: 5986.822754
	Iteration 75Q: 3 clusters Score -2.007915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20079150.000000 Penalty: 5986.822754
	Iteration 76Q: 3 clusters Score -2.007915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172804 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20079148.000000 Penalty: 5986.822754
	Iteration 77Q: 3 clusters Score -2.007915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172806 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -20079146.000000 Penalty: 5986.822754
	Iteration 78Q: 3 clusters Score -2.007915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20079144.000000 Penalty: 5986.822754
	Iteration 79Q: 3 clusters Score -2.007914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -20079156.000000 Penalty: 5986.822754
	Iteration 80F: 3 clusters Score -2.007916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -20079158.000000 Penalty: 5986.822754
	Iteration 81Q: 3 clusters Score -2.007916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -20079158.000000 Penalty: 5986.822754
	Iteration 82F: 3 clusters Score -2.007916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Entering Unmasked Estep 
Score: -5465714.500000 Penalty: 2665.999756
	Iteration 0F: 2 clusters Score -5465714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5434341.000000 Penalty: 5331.999512
	Iteration 0F: 3 clusters Score -5434341 nChanged 21423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -5446112.500000 Penalty: 5331.999512
	Iteration 1F: 3 clusters Score -5446112 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -5446579.500000 Penalty: 5331.999512
	Iteration 2Q: 3 clusters Score -5446580 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5446974.000000 Penalty: 5331.999512
	Iteration 3Q: 3 clusters Score -5446974 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5447341.000000 Penalty: 5331.999512
	Iteration 4Q: 3 clusters Score -5447341 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5447728.500000 Penalty: 5331.999512
	Iteration 5Q: 3 clusters Score -5447728 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -5448030.000000 Penalty: 5331.999512
	Iteration 6Q: 3 clusters Score -5448030 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5448405.000000 Penalty: 5331.999512
	Iteration 7Q: 3 clusters Score -5448405 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5448742.500000 Penalty: 5331.999512
	Iteration 8Q: 3 clusters Score -5448742 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5449197.000000 Penalty: 5331.999512
	Iteration 9Q: 3 clusters Score -5449197 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5449790.500000 Penalty: 5331.999512
	Iteration 10Q: 3 clusters Score -5449790 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5450670.000000 Penalty: 5331.999512
	Iteration 11Q: 3 clusters Score -5450670 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -5451910.000000 Penalty: 5331.999512
	Iteration 12Q: 3 clusters Score -5451910 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5453653.500000 Penalty: 5331.999512
	Iteration 13F: 3 clusters Score -5453654 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -5455794.000000 Penalty: 5331.999512
	Iteration 14F: 3 clusters Score -5455794 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -5458161.000000 Penalty: 5331.999512
	Iteration 15F: 3 clusters Score -5458161 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5460185.500000 Penalty: 5331.999512
	Iteration 16F: 3 clusters Score -5460186 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5461464.500000 Penalty: 5331.999512
	Iteration 17Q: 3 clusters Score -5461464 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5462261.500000 Penalty: 5331.999512
	Iteration 18Q: 3 clusters Score -5462262 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5462729.000000 Penalty: 5331.999512
	Iteration 19Q: 3 clusters Score -5462729 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5462961.000000 Penalty: 5331.999512
	Iteration 20F: 3 clusters Score -5462961 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5463122.500000 Penalty: 5331.999512
	Iteration 21Q: 3 clusters Score -5463122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5463236.000000 Penalty: 5331.999512
	Iteration 22Q: 3 clusters Score -5463236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5463302.000000 Penalty: 5331.999512
	Iteration 23Q: 3 clusters Score -5463302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5463343.500000 Penalty: 5331.999512
	Iteration 24Q: 3 clusters Score -5463344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5463374.500000 Penalty: 5331.999512
	Iteration 25Q: 3 clusters Score -5463374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5463397.000000 Penalty: 5331.999512
	Iteration 26Q: 3 clusters Score -5463397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5463406.500000 Penalty: 5331.999512
	Iteration 27Q: 3 clusters Score -5463406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5463411.000000 Penalty: 5331.999512
	Iteration 28Q: 3 clusters Score -5463411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5463428.000000 Penalty: 5331.999512
	Iteration 29Q: 3 clusters Score -5463428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5463432.500000 Penalty: 5331.999512
	Iteration 30Q: 3 clusters Score -5463432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5463441.500000 Penalty: 5331.999512
	Iteration 31Q: 3 clusters Score -5463442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5463444.500000 Penalty: 5331.999512
	Iteration 32Q: 3 clusters Score -5463444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5463447.500000 Penalty: 5331.999512
	Iteration 33Q: 3 clusters Score -5463448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5463446.000000 Penalty: 5331.999512
	Iteration 34Q: 3 clusters Score -5463446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5463450.500000 Penalty: 5331.999512
	Iteration 35Q: 3 clusters Score -5463450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5463450.500000 Penalty: 5331.999512
	Iteration 36F: 3 clusters Score -5463450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -214272.515625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -214272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211710.609375 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -211710.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -212131.750000 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -212131.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212233.296875 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -212233.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212291.875000 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -212291.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -212323.500000 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -212323.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212346.140625 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -212346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212361.046875 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -212361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212368.546875 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -212368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212374.046875 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -212374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212379.562500 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -212379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212382.859375 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -212382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212387.218750 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -212387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212393.515625 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -212393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212399.437500 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -212399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212402.718750 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -212402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212405.593750 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -212405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212407.781250 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -212407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212410.125000 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -212410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212414.234375 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -212414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212417.359375 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -212417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212420.484375 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -212420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212422.671875 Penalty: 3739.093506
	Iteration 21Q: 3 clusters Score -212422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212423.750000 Penalty: 3739.093506
	Iteration 22Q: 3 clusters Score -212423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212423.750000 Penalty: 3739.093506
	Iteration 23F: 3 clusters Score -212423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Entering Unmasked Estep 
Score: -3739492.250000 Penalty: 2581.987305
	Iteration 0F: 2 clusters Score -3739492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3716653.250000 Penalty: 5163.974609
	Iteration 0F: 3 clusters Score -3716653 nChanged 15113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3724940.250000 Penalty: 5163.974609
	Iteration 1F: 3 clusters Score -3724940 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3725366.250000 Penalty: 5163.974609
	Iteration 2Q: 3 clusters Score -3725366 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3725686.750000 Penalty: 5163.974609
	Iteration 3Q: 3 clusters Score -3725687 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3725993.500000 Penalty: 5163.974609
	Iteration 4Q: 3 clusters Score -3725994 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3726307.000000 Penalty: 5163.974609
	Iteration 5Q: 3 clusters Score -3726307 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3726633.250000 Penalty: 5163.974609
	Iteration 6Q: 3 clusters Score -3726633 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3727041.250000 Penalty: 5163.974609
	Iteration 7Q: 3 clusters Score -3727041 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3727514.500000 Penalty: 5163.974609
	Iteration 8Q: 3 clusters Score -3727514 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3728176.250000 Penalty: 5163.974609
	Iteration 9Q: 3 clusters Score -3728176 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3729169.750000 Penalty: 5163.974609
	Iteration 10F: 3 clusters Score -3729170 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3730497.500000 Penalty: 5163.974609
	Iteration 11F: 3 clusters Score -3730498 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3732033.500000 Penalty: 5163.974609
	Iteration 12F: 3 clusters Score -3732034 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3733567.250000 Penalty: 5163.974609
	Iteration 13F: 3 clusters Score -3733567 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3734766.750000 Penalty: 5163.974609
	Iteration 14Q: 3 clusters Score -3734767 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3735653.750000 Penalty: 5163.974609
	Iteration 15Q: 3 clusters Score -3735654 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3736296.250000 Penalty: 5163.974609
	Iteration 16Q: 3 clusters Score -3736296 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3736705.250000 Penalty: 5163.974609
	Iteration 17Q: 3 clusters Score -3736705 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3736982.250000 Penalty: 5163.974609
	Iteration 18Q: 3 clusters Score -3736982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3737134.750000 Penalty: 5163.974609
	Iteration 19Q: 3 clusters Score -3737135 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3737206.250000 Penalty: 5163.974609
	Iteration 20F: 3 clusters Score -3737206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3737248.000000 Penalty: 5163.974609
	Iteration 21Q: 3 clusters Score -3737248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -3737270.250000 Penalty: 5163.974609
	Iteration 22Q: 3 clusters Score -3737270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -3737290.750000 Penalty: 5163.974609
	Iteration 23Q: 3 clusters Score -3737291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -3737300.250000 Penalty: 5163.974609
	Iteration 24Q: 3 clusters Score -3737300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3737302.500000 Penalty: 5163.974609
	Iteration 25Q: 3 clusters Score -3737302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3737301.750000 Penalty: 5163.974609
	Iteration 26Q: 3 clusters Score -3737302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3737304.500000 Penalty: 5163.974609
	Iteration 27Q: 3 clusters Score -3737304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -3737306.000000 Penalty: 5163.974609
	Iteration 28Q: 3 clusters Score -3737306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -3737310.000000 Penalty: 5163.974609
	Iteration 29Q: 3 clusters Score -3737310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -3737311.250000 Penalty: 5163.974609
	Iteration 30Q: 3 clusters Score -3737311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3737310.500000 Penalty: 5163.974609
	Iteration 31Q: 3 clusters Score -3737310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3737314.000000 Penalty: 5163.974609
	Iteration 32Q: 3 clusters Score -3737314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3737314.000000 Penalty: 5163.974609
	Iteration 33F: 3 clusters Score -3737314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Entering Unmasked Estep 
Score: -929339.125000 Penalty: 2232.578369
	Iteration 0F: 2 clusters Score -929339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -922839.875000 Penalty: 4465.156738
	Iteration 0F: 3 clusters Score -922839.9 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -924683.750000 Penalty: 4465.156738
	Iteration 1F: 3 clusters Score -924683.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -925007.625000 Penalty: 4465.156738
	Iteration 2F: 3 clusters Score -925007.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -925227.625000 Penalty: 4465.156738
	Iteration 3F: 3 clusters Score -925227.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -925380.625000 Penalty: 4465.156738
	Iteration 4Q: 3 clusters Score -925380.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -925502.312500 Penalty: 4465.156738
	Iteration 5Q: 3 clusters Score -925502.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -925589.250000 Penalty: 4465.156738
	Iteration 6Q: 3 clusters Score -925589.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -925686.812500 Penalty: 4465.156738
	Iteration 7Q: 3 clusters Score -925686.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -925765.375000 Penalty: 4465.156738
	Iteration 8Q: 3 clusters Score -925765.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -925827.062500 Penalty: 4465.156738
	Iteration 9Q: 3 clusters Score -925827.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -925888.250000 Penalty: 4465.156738
	Iteration 10Q: 3 clusters Score -925888.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -925945.125000 Penalty: 4465.156738
	Iteration 11Q: 3 clusters Score -925945.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -925997.500000 Penalty: 4465.156738
	Iteration 12Q: 3 clusters Score -925997.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -926048.375000 Penalty: 4465.156738
	Iteration 13Q: 3 clusters Score -926048.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -926087.625000 Penalty: 4465.156738
	Iteration 14Q: 3 clusters Score -926087.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -926126.875000 Penalty: 4465.156738
	Iteration 15Q: 3 clusters Score -926126.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -926164.562500 Penalty: 4465.156738
	Iteration 16Q: 3 clusters Score -926164.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -926195.625000 Penalty: 4465.156738
	Iteration 17Q: 3 clusters Score -926195.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -926226.125000 Penalty: 4465.156738
	Iteration 18Q: 3 clusters Score -926226.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -926253.187500 Penalty: 4465.156738
	Iteration 19Q: 3 clusters Score -926253.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -926267.937500 Penalty: 4465.156738
	Iteration 20F: 3 clusters Score -926267.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -926283.812500 Penalty: 4465.156738
	Iteration 21Q: 3 clusters Score -926283.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -926301.250000 Penalty: 4465.156738
	Iteration 22Q: 3 clusters Score -926301.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -926315.500000 Penalty: 4465.156738
	Iteration 23Q: 3 clusters Score -926315.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -926337.875000 Penalty: 4465.156738
	Iteration 24Q: 3 clusters Score -926337.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -926358.562500 Penalty: 4465.156738
	Iteration 25Q: 3 clusters Score -926358.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -926374.375000 Penalty: 4465.156738
	Iteration 26Q: 3 clusters Score -926374.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -926389.750000 Penalty: 4465.156738
	Iteration 27Q: 3 clusters Score -926389.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -926405.000000 Penalty: 4465.156738
	Iteration 28Q: 3 clusters Score -926405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -926418.750000 Penalty: 4465.156738
	Iteration 29Q: 3 clusters Score -926418.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -926436.437500 Penalty: 4465.156738
	Iteration 30Q: 3 clusters Score -926436.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -926451.312500 Penalty: 4465.156738
	Iteration 31Q: 3 clusters Score -926451.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -926461.062500 Penalty: 4465.156738
	Iteration 32Q: 3 clusters Score -926461.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -926469.875000 Penalty: 4465.156738
	Iteration 33Q: 3 clusters Score -926469.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -926477.562500 Penalty: 4465.156738
	Iteration 34Q: 3 clusters Score -926477.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -926485.312500 Penalty: 4465.156738
	Iteration 35Q: 3 clusters Score -926485.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -926489.187500 Penalty: 4465.156738
	Iteration 36Q: 3 clusters Score -926489.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -926494.812500 Penalty: 4465.156738
	Iteration 37Q: 3 clusters Score -926494.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -926502.937500 Penalty: 4465.156738
	Iteration 38Q: 3 clusters Score -926502.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -926508.875000 Penalty: 4465.156738
	Iteration 39Q: 3 clusters Score -926508.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -926516.375000 Penalty: 4465.156738
	Iteration 40F: 3 clusters Score -926516.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -926523.125000 Penalty: 4465.156738
	Iteration 41Q: 3 clusters Score -926523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -926526.500000 Penalty: 4465.156738
	Iteration 42Q: 3 clusters Score -926526.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -926534.312500 Penalty: 4465.156738
	Iteration 43Q: 3 clusters Score -926534.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -926540.562500 Penalty: 4465.156738
	Iteration 44Q: 3 clusters Score -926540.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -926550.000000 Penalty: 4465.156738
	Iteration 45Q: 3 clusters Score -926550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -926551.937500 Penalty: 4465.156738
	Iteration 46Q: 3 clusters Score -926551.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -926558.125000 Penalty: 4465.156738
	Iteration 47Q: 3 clusters Score -926558.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -926560.375000 Penalty: 4465.156738
	Iteration 48Q: 3 clusters Score -926560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -926564.937500 Penalty: 4465.156738
	Iteration 49Q: 3 clusters Score -926564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -926564.687500 Penalty: 4465.156738
	Iteration 50Q: 3 clusters Score -926564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -926568.125000 Penalty: 4465.156738
	Iteration 51Q: 3 clusters Score -926568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -926568.500000 Penalty: 4465.156738
	Iteration 52Q: 3 clusters Score -926568.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -926570.500000 Penalty: 4465.156738
	Iteration 53Q: 3 clusters Score -926570.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -926570.125000 Penalty: 4465.156738
	Iteration 54Q: 3 clusters Score -926570.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -926576.312500 Penalty: 4465.156738
	Iteration 55Q: 3 clusters Score -926576.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -926582.062500 Penalty: 4465.156738
	Iteration 56Q: 3 clusters Score -926582.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -926583.250000 Penalty: 4465.156738
	Iteration 57Q: 3 clusters Score -926583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -926584.437500 Penalty: 4465.156738
	Iteration 58Q: 3 clusters Score -926584.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -926584.875000 Penalty: 4465.156738
	Iteration 59Q: 3 clusters Score -926584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -926586.937500 Penalty: 4465.156738
	Iteration 60F: 3 clusters Score -926586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -926587.500000 Penalty: 4465.156738
	Iteration 61Q: 3 clusters Score -926587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -926591.250000 Penalty: 4465.156738
	Iteration 62Q: 3 clusters Score -926591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -926593.687500 Penalty: 4465.156738
	Iteration 63Q: 3 clusters Score -926593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -926591.687500 Penalty: 4465.156738
	Iteration 64Q: 3 clusters Score -926591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -926593.125000 Penalty: 4465.156738
	Iteration 65Q: 3 clusters Score -926593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -926596.000000 Penalty: 4465.156738
	Iteration 66Q: 3 clusters Score -926596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -926597.625000 Penalty: 4465.156738
	Iteration 67Q: 3 clusters Score -926597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -926601.437500 Penalty: 4465.156738
	Iteration 68Q: 3 clusters Score -926601.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -926602.875000 Penalty: 4465.156738
	Iteration 69Q: 3 clusters Score -926602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -926604.312500 Penalty: 4465.156738
	Iteration 70Q: 3 clusters Score -926604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -926605.812500 Penalty: 4465.156738
	Iteration 71Q: 3 clusters Score -926605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -926607.000000 Penalty: 4465.156738
	Iteration 72Q: 3 clusters Score -926607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -926608.125000 Penalty: 4465.156738
	Iteration 73Q: 3 clusters Score -926608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -926609.062500 Penalty: 4465.156738
	Iteration 74Q: 3 clusters Score -926609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -926608.625000 Penalty: 4465.156738
	Iteration 75Q: 3 clusters Score -926608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -926609.562500 Penalty: 4465.156738
	Iteration 76Q: 3 clusters Score -926609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -926609.000000 Penalty: 4465.156738
	Iteration 77Q: 3 clusters Score -926609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -926610.875000 Penalty: 4465.156738
	Iteration 78Q: 3 clusters Score -926610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -926612.062500 Penalty: 4465.156738
	Iteration 79Q: 3 clusters Score -926612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -926615.375000 Penalty: 4465.156738
	Iteration 80F: 3 clusters Score -926615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -926617.125000 Penalty: 4465.156738
	Iteration 81Q: 3 clusters Score -926617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -926617.125000 Penalty: 4465.156738
	Iteration 82Q: 3 clusters Score -926617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -926618.562500 Penalty: 4465.156738
	Iteration 83Q: 3 clusters Score -926618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -926618.562500 Penalty: 4465.156738
	Iteration 84F: 3 clusters Score -926618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (116337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Entering Unmasked Estep 
Score: -13469664.000000 Penalty: 2892.733154
	Iteration 0F: 2 clusters Score -1.346966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -13391942.000000 Penalty: 5785.466309
	Iteration 0F: 3 clusters Score -1.339194e+07 nChanged 55117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -13423666.000000 Penalty: 5785.466309
	Iteration 1F: 3 clusters Score -1.342367e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -13424519.000000 Penalty: 5785.466309
	Iteration 2Q: 3 clusters Score -1.342452e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -13425269.000000 Penalty: 5785.466309
	Iteration 3Q: 3 clusters Score -1.342527e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -13426056.000000 Penalty: 5785.466309
	Iteration 4Q: 3 clusters Score -1.342606e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -13427120.000000 Penalty: 5785.466309
	Iteration 5Q: 3 clusters Score -1.342712e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -13428345.000000 Penalty: 5785.466309
	Iteration 6Q: 3 clusters Score -1.342834e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -13430036.000000 Penalty: 5785.466309
	Iteration 7Q: 3 clusters Score -1.343004e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -13432410.000000 Penalty: 5785.466309
	Iteration 8Q: 3 clusters Score -1.343241e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -13435624.000000 Penalty: 5785.466309
	Iteration 9Q: 3 clusters Score -1.343562e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -13439944.000000 Penalty: 5785.466309
	Iteration 10F: 3 clusters Score -1.343994e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -13444610.000000 Penalty: 5785.466309
	Iteration 11F: 3 clusters Score -1.344461e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -13448182.000000 Penalty: 5785.466309
	Iteration 12F: 3 clusters Score -1.344818e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -13449882.000000 Penalty: 5785.466309
	Iteration 13Q: 3 clusters Score -1.344988e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -13450654.000000 Penalty: 5785.466309
	Iteration 14Q: 3 clusters Score -1.345065e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -13451052.000000 Penalty: 5785.466309
	Iteration 15Q: 3 clusters Score -1.345105e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -13451392.000000 Penalty: 5785.466309
	Iteration 16Q: 3 clusters Score -1.345139e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -13451828.000000 Penalty: 5785.466309
	Iteration 17Q: 3 clusters Score -1.345183e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -13452298.000000 Penalty: 5785.466309
	Iteration 18Q: 3 clusters Score -1.34523e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -13452940.000000 Penalty: 5785.466309
	Iteration 19Q: 3 clusters Score -1.345294e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -13453661.000000 Penalty: 5785.466309
	Iteration 20F: 3 clusters Score -1.345366e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -13454395.000000 Penalty: 5785.466309
	Iteration 21Q: 3 clusters Score -1.34544e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -13455273.000000 Penalty: 5785.466309
	Iteration 22Q: 3 clusters Score -1.345527e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -13456250.000000 Penalty: 5785.466309
	Iteration 23Q: 3 clusters Score -1.345625e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -13457302.000000 Penalty: 5785.466309
	Iteration 24Q: 3 clusters Score -1.34573e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -13458317.000000 Penalty: 5785.466309
	Iteration 25Q: 3 clusters Score -1.345832e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -13459300.000000 Penalty: 5785.466309
	Iteration 26Q: 3 clusters Score -1.34593e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -13460293.000000 Penalty: 5785.466309
	Iteration 27Q: 3 clusters Score -1.346029e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -13461220.000000 Penalty: 5785.466309
	Iteration 28Q: 3 clusters Score -1.346122e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -13462071.000000 Penalty: 5785.466309
	Iteration 29Q: 3 clusters Score -1.346207e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -13462925.000000 Penalty: 5785.466309
	Iteration 30Q: 3 clusters Score -1.346292e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -13463726.000000 Penalty: 5785.466309
	Iteration 31Q: 3 clusters Score -1.346373e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -13464640.000000 Penalty: 5785.466309
	Iteration 32Q: 3 clusters Score -1.346464e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -13465433.000000 Penalty: 5785.466309
	Iteration 33Q: 3 clusters Score -1.346543e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -13466013.000000 Penalty: 5785.466309
	Iteration 34Q: 3 clusters Score -1.346601e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -13466434.000000 Penalty: 5785.466309
	Iteration 35Q: 3 clusters Score -1.346643e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 109307 members 
Entering Unmasked Estep 
Score: -13466674.000000 Penalty: 5785.466309
	Iteration 36Q: 3 clusters Score -1.346667e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -13466774.000000 Penalty: 5785.466309
	Iteration 37Q: 3 clusters Score -1.346677e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -13466862.000000 Penalty: 5785.466309
	Iteration 38Q: 3 clusters Score -1.346686e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -13466919.000000 Penalty: 5785.466309
	Iteration 39Q: 3 clusters Score -1.346692e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -13466979.000000 Penalty: 5785.466309
	Iteration 40F: 3 clusters Score -1.346698e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -13467059.000000 Penalty: 5785.466309
	Iteration 41Q: 3 clusters Score -1.346706e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -13467131.000000 Penalty: 5785.466309
	Iteration 42Q: 3 clusters Score -1.346713e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 110707 members 
Entering Unmasked Estep 
Score: -13467133.000000 Penalty: 5785.466309
	Iteration 43Q: 3 clusters Score -1.346713e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -13467152.000000 Penalty: 5785.466309
	Iteration 44Q: 3 clusters Score -1.346715e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -13467174.000000 Penalty: 5785.466309
	Iteration 45Q: 3 clusters Score -1.346717e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -13467229.000000 Penalty: 5785.466309
	Iteration 46Q: 3 clusters Score -1.346723e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -13467257.000000 Penalty: 5785.466309
	Iteration 47Q: 3 clusters Score -1.346726e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -13467292.000000 Penalty: 5785.466309
	Iteration 48Q: 3 clusters Score -1.346729e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -13467316.000000 Penalty: 5785.466309
	Iteration 49Q: 3 clusters Score -1.346732e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -13467334.000000 Penalty: 5785.466309
	Iteration 50Q: 3 clusters Score -1.346733e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -13467323.000000 Penalty: 5785.466309
	Iteration 51Q: 3 clusters Score -1.346732e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 111417 members 
Entering Unmasked Estep 
Score: -13467344.000000 Penalty: 5785.466309
	Iteration 52Q: 3 clusters Score -1.346734e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 111480 members 
Entering Unmasked Estep 
Score: -13467343.000000 Penalty: 5785.466309
	Iteration 53Q: 3 clusters Score -1.346734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -13467366.000000 Penalty: 5785.466309
	Iteration 54Q: 3 clusters Score -1.346737e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 111603 members 
Entering Unmasked Estep 
Score: -13467359.000000 Penalty: 5785.466309
	Iteration 55Q: 3 clusters Score -1.346736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 111656 members 
Entering Unmasked Estep 
Score: -13467379.000000 Penalty: 5785.466309
	Iteration 56Q: 3 clusters Score -1.346738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 111699 members 
Entering Unmasked Estep 
Score: -13467392.000000 Penalty: 5785.466309
	Iteration 57Q: 3 clusters Score -1.346739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -13467385.000000 Penalty: 5785.466309
	Iteration 58Q: 3 clusters Score -1.346738e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -13467395.000000 Penalty: 5785.466309
	Iteration 59Q: 3 clusters Score -1.34674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -13467391.000000 Penalty: 5785.466309
	Iteration 60F: 3 clusters Score -1.346739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 111901 members 
Entering Unmasked Estep 
Score: -13467392.000000 Penalty: 5785.466309
	Iteration 61Q: 3 clusters Score -1.346739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 111939 members 
Entering Unmasked Estep 
Score: -13467394.000000 Penalty: 5785.466309
	Iteration 62Q: 3 clusters Score -1.346739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -13467381.000000 Penalty: 5785.466309
	Iteration 63Q: 3 clusters Score -1.346738e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 112022 members 
Entering Unmasked Estep 
Score: -13467373.000000 Penalty: 5785.466309
	Iteration 64Q: 3 clusters Score -1.346737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 112062 members 
Entering Unmasked Estep 
Score: -13467372.000000 Penalty: 5785.466309
	Iteration 65Q: 3 clusters Score -1.346737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -13467405.000000 Penalty: 5785.466309
	Iteration 66Q: 3 clusters Score -1.34674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 112120 members 
Entering Unmasked Estep 
Score: -13467398.000000 Penalty: 5785.466309
	Iteration 67Q: 3 clusters Score -1.34674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -13467425.000000 Penalty: 5785.466309
	Iteration 68Q: 3 clusters Score -1.346742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -13467403.000000 Penalty: 5785.466309
	Iteration 69Q: 3 clusters Score -1.34674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 112209 members 
Entering Unmasked Estep 
Score: -13467406.000000 Penalty: 5785.466309
	Iteration 70Q: 3 clusters Score -1.346741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 112242 members 
Entering Unmasked Estep 
Score: -13467422.000000 Penalty: 5785.466309
	Iteration 71Q: 3 clusters Score -1.346742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -13467420.000000 Penalty: 5785.466309
	Iteration 72Q: 3 clusters Score -1.346742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -13467410.000000 Penalty: 5785.466309
	Iteration 73Q: 3 clusters Score -1.346741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -13467410.000000 Penalty: 5785.466309
	Iteration 74Q: 3 clusters Score -1.346741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -13467403.000000 Penalty: 5785.466309
	Iteration 75Q: 3 clusters Score -1.34674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -13467420.000000 Penalty: 5785.466309
	Iteration 76Q: 3 clusters Score -1.346742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -13467420.000000 Penalty: 5785.466309
	Iteration 77Q: 3 clusters Score -1.346742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 112358 members 
Entering Unmasked Estep 
Score: -13467429.000000 Penalty: 5785.466309
	Iteration 78Q: 3 clusters Score -1.346743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -13467433.000000 Penalty: 5785.466309
	Iteration 79Q: 3 clusters Score -1.346743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -13467436.000000 Penalty: 5785.466309
	Iteration 80F: 3 clusters Score -1.346744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -13467428.000000 Penalty: 5785.466309
	Iteration 81Q: 3 clusters Score -1.346743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -13467424.000000 Penalty: 5785.466309
	Iteration 82Q: 3 clusters Score -1.346742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -13467416.000000 Penalty: 5785.466309
	Iteration 83Q: 3 clusters Score -1.346742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -13467416.000000 Penalty: 5785.466309
	Iteration 84F: 3 clusters Score -1.346742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -202073.718750 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -202073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -199622.906250 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -199622.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -200009.203125 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -200009.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -200108.828125 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -200108.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -200160.875000 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -200160.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -200188.968750 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -200189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -200207.046875 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -200207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -200226.421875 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -200226.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -200238.531250 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -200238.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -200251.687500 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -200251.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -200261.875000 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -200261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -200271.078125 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -200271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -200275.796875 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -200275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -200279.984375 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -200280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -200283.015625 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -200283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -200285.718750 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -200285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200287.640625 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -200287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200287.921875 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -200287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200288.546875 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -200288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200289.734375 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -200289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200291.078125 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -200291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -200293.187500 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -200293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -200294.296875 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -200294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200296.546875 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -200296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200297.187500 Penalty: 3704.948486
	Iteration 23Q: 3 clusters Score -200297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200297.187500 Penalty: 3704.948486
	Iteration 24F: 3 clusters Score -200297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -30426.929688 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -30426.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29177.310547 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -29177.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29247.824219 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -29247.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29265.263672 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -29265.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29269.443359 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -29269.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29269.443359 Penalty: 2820.739746
	Iteration 4F: 3 clusters Score -29269.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11841.208008 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11841.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10901.987305 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10901.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10974.534180 Penalty: 2429.328613
	Iteration 1F: 3 clusters Score -10974.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Entering Unmasked Estep 
Score: -1997316.625000 Penalty: 2418.559814
	Iteration 0F: 2 clusters Score -1997317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1985009.250000 Penalty: 4837.119629
	Iteration 0F: 3 clusters Score -1985009 nChanged 7485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1989154.250000 Penalty: 4837.119629
	Iteration 1F: 3 clusters Score -1989154 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1989680.000000 Penalty: 4837.119629
	Iteration 2F: 3 clusters Score -1989680 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1990146.250000 Penalty: 4837.119629
	Iteration 3F: 3 clusters Score -1990146 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1990615.250000 Penalty: 4837.119629
	Iteration 4Q: 3 clusters Score -1990615 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1991026.125000 Penalty: 4837.119629
	Iteration 5Q: 3 clusters Score -1991026 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1991309.625000 Penalty: 4837.119629
	Iteration 6Q: 3 clusters Score -1991310 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1991525.500000 Penalty: 4837.119629
	Iteration 7Q: 3 clusters Score -1991526 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1991726 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1991911.750000 Penalty: 4837.119629
	Iteration 9Q: 3 clusters Score -1991912 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1992097.875000 Penalty: 4837.119629
	Iteration 10Q: 3 clusters Score -1992098 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1992271.125000 Penalty: 4837.119629
	Iteration 11Q: 3 clusters Score -1992271 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1992437.375000 Penalty: 4837.119629
	Iteration 12Q: 3 clusters Score -1992437 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1992614.750000 Penalty: 4837.119629
	Iteration 13Q: 3 clusters Score -1992615 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1992787.625000 Penalty: 4837.119629
	Iteration 14Q: 3 clusters Score -1992788 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1992969.750000 Penalty: 4837.119629
	Iteration 15Q: 3 clusters Score -1992970 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1993165.125000 Penalty: 4837.119629
	Iteration 16Q: 3 clusters Score -1993165 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1993384.500000 Penalty: 4837.119629
	Iteration 17Q: 3 clusters Score -1993384 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1993576.250000 Penalty: 4837.119629
	Iteration 18Q: 3 clusters Score -1993576 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1993727.375000 Penalty: 4837.119629
	Iteration 19Q: 3 clusters Score -1993727 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1993846.500000 Penalty: 4837.119629
	Iteration 20F: 3 clusters Score -1993846 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1993944.500000 Penalty: 4837.119629
	Iteration 21Q: 3 clusters Score -1993944 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1994033.250000 Penalty: 4837.119629
	Iteration 22Q: 3 clusters Score -1994033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1994101.125000 Penalty: 4837.119629
	Iteration 23Q: 3 clusters Score -1994101 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1994162.750000 Penalty: 4837.119629
	Iteration 24Q: 3 clusters Score -1994163 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1994199.250000 Penalty: 4837.119629
	Iteration 25Q: 3 clusters Score -1994199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1994236.125000 Penalty: 4837.119629
	Iteration 26Q: 3 clusters Score -1994236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1994262.625000 Penalty: 4837.119629
	Iteration 27Q: 3 clusters Score -1994263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1994293.250000 Penalty: 4837.119629
	Iteration 28Q: 3 clusters Score -1994293 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1994329.500000 Penalty: 4837.119629
	Iteration 29Q: 3 clusters Score -1994330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1994364.625000 Penalty: 4837.119629
	Iteration 30Q: 3 clusters Score -1994365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1994385.375000 Penalty: 4837.119629
	Iteration 31Q: 3 clusters Score -1994385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1994412.625000 Penalty: 4837.119629
	Iteration 32Q: 3 clusters Score -1994413 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1994442.000000 Penalty: 4837.119629
	Iteration 33Q: 3 clusters Score -1994442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1994469.875000 Penalty: 4837.119629
	Iteration 34Q: 3 clusters Score -1994470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1994503.125000 Penalty: 4837.119629
	Iteration 35Q: 3 clusters Score -1994503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1994536.375000 Penalty: 4837.119629
	Iteration 36Q: 3 clusters Score -1994536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1994569.625000 Penalty: 4837.119629
	Iteration 37Q: 3 clusters Score -1994570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1994604.125000 Penalty: 4837.119629
	Iteration 38Q: 3 clusters Score -1994604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1994654.250000 Penalty: 4837.119629
	Iteration 39Q: 3 clusters Score -1994654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1994683.500000 Penalty: 4837.119629
	Iteration 40F: 3 clusters Score -1994684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1994713.125000 Penalty: 4837.119629
	Iteration 41Q: 3 clusters Score -1994713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1994733.500000 Penalty: 4837.119629
	Iteration 42Q: 3 clusters Score -1994734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1994745.250000 Penalty: 4837.119629
	Iteration 43Q: 3 clusters Score -1994745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1994753.875000 Penalty: 4837.119629
	Iteration 44Q: 3 clusters Score -1994754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1994776.250000 Penalty: 4837.119629
	Iteration 45Q: 3 clusters Score -1994776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1994790.000000 Penalty: 4837.119629
	Iteration 46Q: 3 clusters Score -1994790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1994799.875000 Penalty: 4837.119629
	Iteration 47Q: 3 clusters Score -1994800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1994813.250000 Penalty: 4837.119629
	Iteration 48Q: 3 clusters Score -1994813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1994819.875000 Penalty: 4837.119629
	Iteration 49Q: 3 clusters Score -1994820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1994834.125000 Penalty: 4837.119629
	Iteration 50Q: 3 clusters Score -1994834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1994849.250000 Penalty: 4837.119629
	Iteration 51Q: 3 clusters Score -1994849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1994859.875000 Penalty: 4837.119629
	Iteration 52Q: 3 clusters Score -1994860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1994878.000000 Penalty: 4837.119629
	Iteration 53Q: 3 clusters Score -1994878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1994898.875000 Penalty: 4837.119629
	Iteration 54Q: 3 clusters Score -1994899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1994913.125000 Penalty: 4837.119629
	Iteration 55Q: 3 clusters Score -1994913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1994927.750000 Penalty: 4837.119629
	Iteration 56Q: 3 clusters Score -1994928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1994936.250000 Penalty: 4837.119629
	Iteration 57Q: 3 clusters Score -1994936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1994946.750000 Penalty: 4837.119629
	Iteration 58Q: 3 clusters Score -1994947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1994951.125000 Penalty: 4837.119629
	Iteration 59Q: 3 clusters Score -1994951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1994954.625000 Penalty: 4837.119629
	Iteration 60F: 3 clusters Score -1994955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1994962.625000 Penalty: 4837.119629
	Iteration 61Q: 3 clusters Score -1994963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1994969.000000 Penalty: 4837.119629
	Iteration 62Q: 3 clusters Score -1994969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1994972.500000 Penalty: 4837.119629
	Iteration 63Q: 3 clusters Score -1994972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1994980.625000 Penalty: 4837.119629
	Iteration 64Q: 3 clusters Score -1994981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1994984.750000 Penalty: 4837.119629
	Iteration 65Q: 3 clusters Score -1994985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1994987.375000 Penalty: 4837.119629
	Iteration 66Q: 3 clusters Score -1994987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1994999.250000 Penalty: 4837.119629
	Iteration 67Q: 3 clusters Score -1994999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1995006.625000 Penalty: 4837.119629
	Iteration 68Q: 3 clusters Score -1995007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1995013.375000 Penalty: 4837.119629
	Iteration 69Q: 3 clusters Score -1995013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1995019.375000 Penalty: 4837.119629
	Iteration 70Q: 3 clusters Score -1995019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1995029.500000 Penalty: 4837.119629
	Iteration 71Q: 3 clusters Score -1995030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1995038.875000 Penalty: 4837.119629
	Iteration 72Q: 3 clusters Score -1995039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1995049.000000 Penalty: 4837.119629
	Iteration 73Q: 3 clusters Score -1995049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1995052.875000 Penalty: 4837.119629
	Iteration 74Q: 3 clusters Score -1995053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1995059.750000 Penalty: 4837.119629
	Iteration 75Q: 3 clusters Score -1995060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1995066.500000 Penalty: 4837.119629
	Iteration 76Q: 3 clusters Score -1995066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1995069.500000 Penalty: 4837.119629
	Iteration 77Q: 3 clusters Score -1995070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1995074.250000 Penalty: 4837.119629
	Iteration 78Q: 3 clusters Score -1995074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1995080.500000 Penalty: 4837.119629
	Iteration 79Q: 3 clusters Score -1995080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1995085.875000 Penalty: 4837.119629
	Iteration 80F: 3 clusters Score -1995086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1995089.500000 Penalty: 4837.119629
	Iteration 81Q: 3 clusters Score -1995090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1995097.250000 Penalty: 4837.119629
	Iteration 82Q: 3 clusters Score -1995097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1995099.375000 Penalty: 4837.119629
	Iteration 83Q: 3 clusters Score -1995099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1995105.250000 Penalty: 4837.119629
	Iteration 84Q: 3 clusters Score -1995105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1995105.625000 Penalty: 4837.119629
	Iteration 85Q: 3 clusters Score -1995106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1995106.375000 Penalty: 4837.119629
	Iteration 86Q: 3 clusters Score -1995106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1995107.625000 Penalty: 4837.119629
	Iteration 87Q: 3 clusters Score -1995108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1995107.875000 Penalty: 4837.119629
	Iteration 88Q: 3 clusters Score -1995108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1995107.875000 Penalty: 4837.119629
	Iteration 89F: 3 clusters Score -1995108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Entering Unmasked Estep 
Score: -2505044.250000 Penalty: 2472.124756
	Iteration 0F: 2 clusters Score -2505044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2490241.000000 Penalty: 4944.249512
	Iteration 0F: 3 clusters Score -2490241 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2495301.500000 Penalty: 4944.249512
	Iteration 1F: 3 clusters Score -2495302 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2495758.750000 Penalty: 4944.249512
	Iteration 2F: 3 clusters Score -2495759 nChanged 992
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2496165.250000 Penalty: 4944.249512
	Iteration 3Q: 3 clusters Score -2496165 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2496539 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2496911.000000 Penalty: 4944.249512
	Iteration 5Q: 3 clusters Score -2496911 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2497271.500000 Penalty: 4944.249512
	Iteration 6Q: 3 clusters Score -2497272 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2497693.250000 Penalty: 4944.249512
	Iteration 7Q: 3 clusters Score -2497693 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2498136.750000 Penalty: 4944.249512
	Iteration 8Q: 3 clusters Score -2498137 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2498683.250000 Penalty: 4944.249512
	Iteration 9Q: 3 clusters Score -2498683 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2499251.500000 Penalty: 4944.249512
	Iteration 10Q: 3 clusters Score -2499252 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2499789.750000 Penalty: 4944.249512
	Iteration 11Q: 3 clusters Score -2499790 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2500157.750000 Penalty: 4944.249512
	Iteration 12Q: 3 clusters Score -2500158 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2500370.250000 Penalty: 4944.249512
	Iteration 13Q: 3 clusters Score -2500370 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2500491.250000 Penalty: 4944.249512
	Iteration 14Q: 3 clusters Score -2500491 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2500553.500000 Penalty: 4944.249512
	Iteration 15Q: 3 clusters Score -2500554 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2500588.000000 Penalty: 4944.249512
	Iteration 16Q: 3 clusters Score -2500588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2500607.500000 Penalty: 4944.249512
	Iteration 17Q: 3 clusters Score -2500608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2500623.500000 Penalty: 4944.249512
	Iteration 18Q: 3 clusters Score -2500624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2500642.000000 Penalty: 4944.249512
	Iteration 19Q: 3 clusters Score -2500642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2500652.500000 Penalty: 4944.249512
	Iteration 20F: 3 clusters Score -2500652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2500670.750000 Penalty: 4944.249512
	Iteration 21Q: 3 clusters Score -2500671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2500672.750000 Penalty: 4944.249512
	Iteration 22Q: 3 clusters Score -2500673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2500687.250000 Penalty: 4944.249512
	Iteration 23Q: 3 clusters Score -2500687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2500706.000000 Penalty: 4944.249512
	Iteration 24Q: 3 clusters Score -2500706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2500707.250000 Penalty: 4944.249512
	Iteration 25Q: 3 clusters Score -2500707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2500717.000000 Penalty: 4944.249512
	Iteration 26Q: 3 clusters Score -2500717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2500720.250000 Penalty: 4944.249512
	Iteration 27Q: 3 clusters Score -2500720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2500721.750000 Penalty: 4944.249512
	Iteration 28Q: 3 clusters Score -2500722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2500726.750000 Penalty: 4944.249512
	Iteration 29Q: 3 clusters Score -2500727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2500731.000000 Penalty: 4944.249512
	Iteration 30Q: 3 clusters Score -2500731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2500734.500000 Penalty: 4944.249512
	Iteration 31Q: 3 clusters Score -2500734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2500736.250000 Penalty: 4944.249512
	Iteration 32Q: 3 clusters Score -2500736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2500739.500000 Penalty: 4944.249512
	Iteration 33Q: 3 clusters Score -2500740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2500736.250000 Penalty: 4944.249512
	Iteration 34Q: 3 clusters Score -2500736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2500734.750000 Penalty: 4944.249512
	Iteration 35Q: 3 clusters Score -2500735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2500743.250000 Penalty: 4944.249512
	Iteration 36Q: 3 clusters Score -2500743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2500744.250000 Penalty: 4944.249512
	Iteration 37Q: 3 clusters Score -2500744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2500743.750000 Penalty: 4944.249512
	Iteration 38Q: 3 clusters Score -2500744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2500746.000000 Penalty: 4944.249512
	Iteration 39Q: 3 clusters Score -2500746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2500756.000000 Penalty: 4944.249512
	Iteration 40F: 3 clusters Score -2500756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2500750.750000 Penalty: 4944.249512
	Iteration 41Q: 3 clusters Score -2500751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2500752.250000 Penalty: 4944.249512
	Iteration 42Q: 3 clusters Score -2500752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2500752.500000 Penalty: 4944.249512
	Iteration 43Q: 3 clusters Score -2500752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2500754.750000 Penalty: 4944.249512
	Iteration 44Q: 3 clusters Score -2500755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2500753.500000 Penalty: 4944.249512
	Iteration 45Q: 3 clusters Score -2500754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2500763.500000 Penalty: 4944.249512
	Iteration 46Q: 3 clusters Score -2500764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2500760.250000 Penalty: 4944.249512
	Iteration 47Q: 3 clusters Score -2500760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2500756.250000 Penalty: 4944.249512
	Iteration 48Q: 3 clusters Score -2500756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2500761.000000 Penalty: 4944.249512
	Iteration 49Q: 3 clusters Score -2500761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2500758.750000 Penalty: 4944.249512
	Iteration 50Q: 3 clusters Score -2500759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2500751.500000 Penalty: 4944.249512
	Iteration 51Q: 3 clusters Score -2500752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2500752.000000 Penalty: 4944.249512
	Iteration 52Q: 3 clusters Score -2500752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2500752.250000 Penalty: 4944.249512
	Iteration 53Q: 3 clusters Score -2500752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2500751.750000 Penalty: 4944.249512
	Iteration 54Q: 3 clusters Score -2500752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2500751.500000 Penalty: 4944.249512
	Iteration 55Q: 3 clusters Score -2500752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2500752.250000 Penalty: 4944.249512
	Iteration 56Q: 3 clusters Score -2500752 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2500755.500000 Penalty: 4944.249512
	Iteration 57Q: 3 clusters Score -2500756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2500755.250000 Penalty: 4944.249512
	Iteration 58Q: 3 clusters Score -2500755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2500755.500000 Penalty: 4944.249512
	Iteration 59Q: 3 clusters Score -2500756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2500754.750000 Penalty: 4944.249512
	Iteration 60F: 3 clusters Score -2500755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2500755.250000 Penalty: 4944.249512
	Iteration 61Q: 3 clusters Score -2500755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2500751.750000 Penalty: 4944.249512
	Iteration 62Q: 3 clusters Score -2500752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2500751.000000 Penalty: 4944.249512
	Iteration 63Q: 3 clusters Score -2500751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2500754.500000 Penalty: 4944.249512
	Iteration 64Q: 3 clusters Score -2500754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2500751.000000 Penalty: 4944.249512
	Iteration 65Q: 3 clusters Score -2500751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2500748.250000 Penalty: 4944.249512
	Iteration 66Q: 3 clusters Score -2500748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2500752 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
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	Iteration 68F: 3 clusters Score -2500752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34684 members 
Entering Unmasked Estep 
Score: -4067429.250000 Penalty: 2592.600342
	Iteration 0F: 2 clusters Score -4067429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4043801.250000 Penalty: 5185.200684
	Iteration 0F: 3 clusters Score -4043801 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4052427.500000 Penalty: 5185.200684
	Iteration 1F: 3 clusters Score -4052428 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4053123 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4053865.250000 Penalty: 5185.200684
	Iteration 3Q: 3 clusters Score -4053865 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4054729.750000 Penalty: 5185.200684
	Iteration 4F: 3 clusters Score -4054730 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4055690.750000 Penalty: 5185.200684
	Iteration 5F: 3 clusters Score -4055691 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4056993.750000 Penalty: 5185.200684
	Iteration 6F: 3 clusters Score -4056994 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4058556.000000 Penalty: 5185.200684
	Iteration 7F: 3 clusters Score -4058556 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4060371.000000 Penalty: 5185.200684
	Iteration 8F: 3 clusters Score -4060371 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4062125.500000 Penalty: 5185.200684
	Iteration 9F: 3 clusters Score -4062126 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4063456.250000 Penalty: 5185.200684
	Iteration 10Q: 3 clusters Score -4063456 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -4064381.750000 Penalty: 5185.200684
	Iteration 11Q: 3 clusters Score -4064382 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4064871.500000 Penalty: 5185.200684
	Iteration 12Q: 3 clusters Score -4064872 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4065146.500000 Penalty: 5185.200684
	Iteration 13Q: 3 clusters Score -4065146 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4065329.500000 Penalty: 5185.200684
	Iteration 14Q: 3 clusters Score -4065330 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4065466.500000 Penalty: 5185.200684
	Iteration 15Q: 3 clusters Score -4065466 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4065581.750000 Penalty: 5185.200684
	Iteration 16Q: 3 clusters Score -4065582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4065657.750000 Penalty: 5185.200684
	Iteration 17Q: 3 clusters Score -4065658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -4065713.000000 Penalty: 5185.200684
	Iteration 18Q: 3 clusters Score -4065713 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4065778.000000 Penalty: 5185.200684
	Iteration 19Q: 3 clusters Score -4065778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4065829.000000 Penalty: 5185.200684
	Iteration 20F: 3 clusters Score -4065829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4065878.750000 Penalty: 5185.200684
	Iteration 21Q: 3 clusters Score -4065879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4065906.000000 Penalty: 5185.200684
	Iteration 22Q: 3 clusters Score -4065906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4065929.500000 Penalty: 5185.200684
	Iteration 23Q: 3 clusters Score -4065930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4065936.500000 Penalty: 5185.200684
	Iteration 24Q: 3 clusters Score -4065936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4065941.000000 Penalty: 5185.200684
	Iteration 25Q: 3 clusters Score -4065941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -4065956.000000 Penalty: 5185.200684
	Iteration 26Q: 3 clusters Score -4065956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4065961.000000 Penalty: 5185.200684
	Iteration 27Q: 3 clusters Score -4065961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4065971.250000 Penalty: 5185.200684
	Iteration 28Q: 3 clusters Score -4065971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4065972.750000 Penalty: 5185.200684
	Iteration 29Q: 3 clusters Score -4065973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4065979.750000 Penalty: 5185.200684
	Iteration 30Q: 3 clusters Score -4065980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4065978.750000 Penalty: 5185.200684
	Iteration 31Q: 3 clusters Score -4065979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4065985.000000 Penalty: 5185.200684
	Iteration 32Q: 3 clusters Score -4065985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4065988.750000 Penalty: 5185.200684
	Iteration 33Q: 3 clusters Score -4065989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4065994.500000 Penalty: 5185.200684
	Iteration 34Q: 3 clusters Score -4065994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4065994.750000 Penalty: 5185.200684
	Iteration 35Q: 3 clusters Score -4065995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4065996.250000 Penalty: 5185.200684
	Iteration 36Q: 3 clusters Score -4065996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4065998.750000 Penalty: 5185.200684
	Iteration 37Q: 3 clusters Score -4065999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4065996.000000 Penalty: 5185.200684
	Iteration 38Q: 3 clusters Score -4065996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4065999.000000 Penalty: 5185.200684
	Iteration 39Q: 3 clusters Score -4065999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4065998.500000 Penalty: 5185.200684
	Iteration 40F: 3 clusters Score -4065998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4065999.750000 Penalty: 5185.200684
	Iteration 41Q: 3 clusters Score -4066000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4065997.500000 Penalty: 5185.200684
	Iteration 42Q: 3 clusters Score -4065998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4065998.000000 Penalty: 5185.200684
	Iteration 43Q: 3 clusters Score -4065998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4065999.750000 Penalty: 5185.200684
	Iteration 44Q: 3 clusters Score -4066000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4065999.500000 Penalty: 5185.200684
	Iteration 45Q: 3 clusters Score -4066000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4066002.750000 Penalty: 5185.200684
	Iteration 46Q: 3 clusters Score -4066003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4066004.250000 Penalty: 5185.200684
	Iteration 47Q: 3 clusters Score -4066004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4066008.250000 Penalty: 5185.200684
	Iteration 48Q: 3 clusters Score -4066008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4066010.750000 Penalty: 5185.200684
	Iteration 49Q: 3 clusters Score -4066011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4066014.250000 Penalty: 5185.200684
	Iteration 50Q: 3 clusters Score -4066014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4066013.250000 Penalty: 5185.200684
	Iteration 51Q: 3 clusters Score -4066013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4066019.750000 Penalty: 5185.200684
	Iteration 52Q: 3 clusters Score -4066020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4066024.500000 Penalty: 5185.200684
	Iteration 53Q: 3 clusters Score -4066024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4066021.750000 Penalty: 5185.200684
	Iteration 54Q: 3 clusters Score -4066022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4066020.500000 Penalty: 5185.200684
	Iteration 55Q: 3 clusters Score -4066020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4066022.750000 Penalty: 5185.200684
	Iteration 56Q: 3 clusters Score -4066023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4066022.750000 Penalty: 5185.200684
	Iteration 57F: 3 clusters Score -4066023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -2454488.000000 Penalty: 2490.499512
	Iteration 0F: 2 clusters Score -2454488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2438439.250000 Penalty: 4980.999023
	Iteration 0F: 3 clusters Score -2438439 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2444033.250000 Penalty: 4980.999023
	Iteration 1F: 3 clusters Score -2444033 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2444593.500000 Penalty: 4980.999023
	Iteration 2F: 3 clusters Score -2444594 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2445149.000000 Penalty: 4980.999023
	Iteration 3F: 3 clusters Score -2445149 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2445676.000000 Penalty: 4980.999023
	Iteration 4Q: 3 clusters Score -2445676 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2446124.000000 Penalty: 4980.999023
	Iteration 5Q: 3 clusters Score -2446124 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2446547.000000 Penalty: 4980.999023
	Iteration 6Q: 3 clusters Score -2446547 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2446913.250000 Penalty: 4980.999023
	Iteration 7Q: 3 clusters Score -2446913 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2447254.750000 Penalty: 4980.999023
	Iteration 8Q: 3 clusters Score -2447255 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2447513.000000 Penalty: 4980.999023
	Iteration 9Q: 3 clusters Score -2447513 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2447784.500000 Penalty: 4980.999023
	Iteration 10Q: 3 clusters Score -2447784 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2447997.250000 Penalty: 4980.999023
	Iteration 11Q: 3 clusters Score -2447997 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2448210.750000 Penalty: 4980.999023
	Iteration 12Q: 3 clusters Score -2448211 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2448405.250000 Penalty: 4980.999023
	Iteration 13Q: 3 clusters Score -2448405 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2448595.250000 Penalty: 4980.999023
	Iteration 14Q: 3 clusters Score -2448595 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2448768.250000 Penalty: 4980.999023
	Iteration 15Q: 3 clusters Score -2448768 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2448942.000000 Penalty: 4980.999023
	Iteration 16Q: 3 clusters Score -2448942 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2449105.750000 Penalty: 4980.999023
	Iteration 17Q: 3 clusters Score -2449106 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2449301.750000 Penalty: 4980.999023
	Iteration 18Q: 3 clusters Score -2449302 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2449558.250000 Penalty: 4980.999023
	Iteration 19Q: 3 clusters Score -2449558 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2449877.250000 Penalty: 4980.999023
	Iteration 20F: 3 clusters Score -2449877 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2450217.500000 Penalty: 4980.999023
	Iteration 21Q: 3 clusters Score -2450218 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2450522.500000 Penalty: 4980.999023
	Iteration 22Q: 3 clusters Score -2450522 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2450786.500000 Penalty: 4980.999023
	Iteration 23Q: 3 clusters Score -2450786 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2450965.000000 Penalty: 4980.999023
	Iteration 24Q: 3 clusters Score -2450965 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2451066.000000 Penalty: 4980.999023
	Iteration 25Q: 3 clusters Score -2451066 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2451149.000000 Penalty: 4980.999023
	Iteration 26Q: 3 clusters Score -2451149 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2451213.000000 Penalty: 4980.999023
	Iteration 27Q: 3 clusters Score -2451213 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2451267.500000 Penalty: 4980.999023
	Iteration 28Q: 3 clusters Score -2451268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2451298.000000 Penalty: 4980.999023
	Iteration 29Q: 3 clusters Score -2451298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2451328.000000 Penalty: 4980.999023
	Iteration 30Q: 3 clusters Score -2451328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2451343.750000 Penalty: 4980.999023
	Iteration 31Q: 3 clusters Score -2451344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2451367.750000 Penalty: 4980.999023
	Iteration 32Q: 3 clusters Score -2451368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2451387.500000 Penalty: 4980.999023
	Iteration 33Q: 3 clusters Score -2451388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2451412.750000 Penalty: 4980.999023
	Iteration 34Q: 3 clusters Score -2451413 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2451448.750000 Penalty: 4980.999023
	Iteration 35Q: 3 clusters Score -2451449 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2451469.500000 Penalty: 4980.999023
	Iteration 36Q: 3 clusters Score -2451470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2451479.750000 Penalty: 4980.999023
	Iteration 37Q: 3 clusters Score -2451480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2451499.000000 Penalty: 4980.999023
	Iteration 38Q: 3 clusters Score -2451499 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2451519.750000 Penalty: 4980.999023
	Iteration 39Q: 3 clusters Score -2451520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2451538.750000 Penalty: 4980.999023
	Iteration 40F: 3 clusters Score -2451539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2451546.750000 Penalty: 4980.999023
	Iteration 41Q: 3 clusters Score -2451547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2451545.750000 Penalty: 4980.999023
	Iteration 42Q: 3 clusters Score -2451546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2451562.500000 Penalty: 4980.999023
	Iteration 43Q: 3 clusters Score -2451562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2451575.000000 Penalty: 4980.999023
	Iteration 44Q: 3 clusters Score -2451575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2451571.500000 Penalty: 4980.999023
	Iteration 45Q: 3 clusters Score -2451572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2451576.500000 Penalty: 4980.999023
	Iteration 46Q: 3 clusters Score -2451576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2451588.500000 Penalty: 4980.999023
	Iteration 47Q: 3 clusters Score -2451588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2451589.500000 Penalty: 4980.999023
	Iteration 48Q: 3 clusters Score -2451590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2451593.250000 Penalty: 4980.999023
	Iteration 49Q: 3 clusters Score -2451593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2451596.750000 Penalty: 4980.999023
	Iteration 50Q: 3 clusters Score -2451597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2451602.500000 Penalty: 4980.999023
	Iteration 51Q: 3 clusters Score -2451602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2451602.250000 Penalty: 4980.999023
	Iteration 52Q: 3 clusters Score -2451602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2451607.250000 Penalty: 4980.999023
	Iteration 53Q: 3 clusters Score -2451607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2451613.500000 Penalty: 4980.999023
	Iteration 54Q: 3 clusters Score -2451614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2451616.000000 Penalty: 4980.999023
	Iteration 55Q: 3 clusters Score -2451616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2451617.500000 Penalty: 4980.999023
	Iteration 56Q: 3 clusters Score -2451618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2451618.500000 Penalty: 4980.999023
	Iteration 57Q: 3 clusters Score -2451618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2451624.750000 Penalty: 4980.999023
	Iteration 58Q: 3 clusters Score -2451625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2451633.750000 Penalty: 4980.999023
	Iteration 59Q: 3 clusters Score -2451634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2451638.500000 Penalty: 4980.999023
	Iteration 60F: 3 clusters Score -2451638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2451632.750000 Penalty: 4980.999023
	Iteration 61Q: 3 clusters Score -2451633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2451633.250000 Penalty: 4980.999023
	Iteration 62Q: 3 clusters Score -2451633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2451631.250000 Penalty: 4980.999023
	Iteration 63Q: 3 clusters Score -2451631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2451638.250000 Penalty: 4980.999023
	Iteration 64Q: 3 clusters Score -2451638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2451639.000000 Penalty: 4980.999023
	Iteration 65Q: 3 clusters Score -2451639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2451637.500000 Penalty: 4980.999023
	Iteration 66Q: 3 clusters Score -2451638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2451636.500000 Penalty: 4980.999023
	Iteration 67Q: 3 clusters Score -2451636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2451635.500000 Penalty: 4980.999023
	Iteration 68Q: 3 clusters Score -2451636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2451634.000000 Penalty: 4980.999023
	Iteration 69Q: 3 clusters Score -2451634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2451632.250000 Penalty: 4980.999023
	Iteration 70Q: 3 clusters Score -2451632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2451635.250000 Penalty: 4980.999023
	Iteration 71Q: 3 clusters Score -2451635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2451636.250000 Penalty: 4980.999023
	Iteration 72Q: 3 clusters Score -2451636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2451637.750000 Penalty: 4980.999023
	Iteration 73Q: 3 clusters Score -2451638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2451645.750000 Penalty: 4980.999023
	Iteration 74Q: 3 clusters Score -2451646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2451642.500000 Penalty: 4980.999023
	Iteration 75Q: 3 clusters Score -2451642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2451638.750000 Penalty: 4980.999023
	Iteration 76Q: 3 clusters Score -2451639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2451636.000000 Penalty: 4980.999023
	Iteration 77Q: 3 clusters Score -2451636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2451637.000000 Penalty: 4980.999023
	Iteration 78Q: 3 clusters Score -2451637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2451641.750000 Penalty: 4980.999023
	Iteration 79Q: 3 clusters Score -2451642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2451646.250000 Penalty: 4980.999023
	Iteration 80F: 3 clusters Score -2451646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2451650.250000 Penalty: 4980.999023
	Iteration 81Q: 3 clusters Score -2451650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2451648.250000 Penalty: 4980.999023
	Iteration 82Q: 3 clusters Score -2451648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2451653.250000 Penalty: 4980.999023
	Iteration 83Q: 3 clusters Score -2451653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2451653.750000 Penalty: 4980.999023
	Iteration 84Q: 3 clusters Score -2451654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2451654.750000 Penalty: 4980.999023
	Iteration 85Q: 3 clusters Score -2451655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2451649.750000 Penalty: 4980.999023
	Iteration 86Q: 3 clusters Score -2451650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2451653.000000 Penalty: 4980.999023
	Iteration 87Q: 3 clusters Score -2451653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2451657.500000 Penalty: 4980.999023
	Iteration 88Q: 3 clusters Score -2451658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2451661.500000 Penalty: 4980.999023
	Iteration 89Q: 3 clusters Score -2451662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2451671.750000 Penalty: 4980.999023
	Iteration 90Q: 3 clusters Score -2451672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2451665.750000 Penalty: 4980.999023
	Iteration 91Q: 3 clusters Score -2451666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2451665.250000 Penalty: 4980.999023
	Iteration 92Q: 3 clusters Score -2451665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2451662.750000 Penalty: 4980.999023
	Iteration 93Q: 3 clusters Score -2451663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2451662.500000 Penalty: 4980.999023
	Iteration 94Q: 3 clusters Score -2451662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2451669.250000 Penalty: 4980.999023
	Iteration 95Q: 3 clusters Score -2451669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2451665.000000 Penalty: 4980.999023
	Iteration 96Q: 3 clusters Score -2451665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2451666.000000 Penalty: 4980.999023
	Iteration 97Q: 3 clusters Score -2451666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2451665.500000 Penalty: 4980.999023
	Iteration 98Q: 3 clusters Score -2451666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2451663.750000 Penalty: 4980.999023
	Iteration 99Q: 3 clusters Score -2451664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2451663.250000 Penalty: 4980.999023
	Iteration 100F: 3 clusters Score -2451663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2451663.500000 Penalty: 4980.999023
	Iteration 101Q: 3 clusters Score -2451664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2451659.000000 Penalty: 4980.999023
	Iteration 102Q: 3 clusters Score -2451659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2451662.750000 Penalty: 4980.999023
	Iteration 103Q: 3 clusters Score -2451663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2451664.500000 Penalty: 4980.999023
	Iteration 104Q: 3 clusters Score -2451664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2451664.500000 Penalty: 4980.999023
	Iteration 105F: 3 clusters Score -2451664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Entering Unmasked Estep 
Score: -4806678.500000 Penalty: 2635.344238
	Iteration 0F: 2 clusters Score -4806678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4778842.000000 Penalty: 5270.688477
	Iteration 0F: 3 clusters Score -4778842 nChanged 18898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4789089.000000 Penalty: 5270.688477
	Iteration 1F: 3 clusters Score -4789089 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4789690.000000 Penalty: 5270.688477
	Iteration 2Q: 3 clusters Score -4789690 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -4790348.500000 Penalty: 5270.688477
	Iteration 3Q: 3 clusters Score -4790348 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4791270.000000 Penalty: 5270.688477
	Iteration 4Q: 3 clusters Score -4791270 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4792582.500000 Penalty: 5270.688477
	Iteration 5F: 3 clusters Score -4792582 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4794500.500000 Penalty: 5270.688477
	Iteration 6F: 3 clusters Score -4794500 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4797019.500000 Penalty: 5270.688477
	Iteration 7F: 3 clusters Score -4797020 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4799553.000000 Penalty: 5270.688477
	Iteration 8F: 3 clusters Score -4799553 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4801370.000000 Penalty: 5270.688477
	Iteration 9Q: 3 clusters Score -4801370 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4802481.000000 Penalty: 5270.688477
	Iteration 10Q: 3 clusters Score -4802481 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4803050.500000 Penalty: 5270.688477
	Iteration 11Q: 3 clusters Score -4803050 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4803399.500000 Penalty: 5270.688477
	Iteration 12Q: 3 clusters Score -4803400 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -4803620.500000 Penalty: 5270.688477
	Iteration 13Q: 3 clusters Score -4803620 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4803780.000000 Penalty: 5270.688477
	Iteration 14Q: 3 clusters Score -4803780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4803886.000000 Penalty: 5270.688477
	Iteration 15Q: 3 clusters Score -4803886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -4804003.500000 Penalty: 5270.688477
	Iteration 16Q: 3 clusters Score -4804004 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4804118.500000 Penalty: 5270.688477
	Iteration 17Q: 3 clusters Score -4804118 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4804202.500000 Penalty: 5270.688477
	Iteration 18Q: 3 clusters Score -4804202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4804265.500000 Penalty: 5270.688477
	Iteration 19Q: 3 clusters Score -4804266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4804330.000000 Penalty: 5270.688477
	Iteration 20F: 3 clusters Score -4804330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4804369.000000 Penalty: 5270.688477
	Iteration 21Q: 3 clusters Score -4804369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4804395.000000 Penalty: 5270.688477
	Iteration 22Q: 3 clusters Score -4804395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4804432.500000 Penalty: 5270.688477
	Iteration 23Q: 3 clusters Score -4804432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -4804447.000000 Penalty: 5270.688477
	Iteration 24Q: 3 clusters Score -4804447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4804463.500000 Penalty: 5270.688477
	Iteration 25Q: 3 clusters Score -4804464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -4804474.000000 Penalty: 5270.688477
	Iteration 26Q: 3 clusters Score -4804474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -4804490.000000 Penalty: 5270.688477
	Iteration 27Q: 3 clusters Score -4804490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4804497.500000 Penalty: 5270.688477
	Iteration 28Q: 3 clusters Score -4804498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -4804508.000000 Penalty: 5270.688477
	Iteration 29Q: 3 clusters Score -4804508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -4804512.500000 Penalty: 5270.688477
	Iteration 30Q: 3 clusters Score -4804512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -4804515.500000 Penalty: 5270.688477
	Iteration 31Q: 3 clusters Score -4804516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4804514.000000 Penalty: 5270.688477
	Iteration 32Q: 3 clusters Score -4804514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4804520.000000 Penalty: 5270.688477
	Iteration 33Q: 3 clusters Score -4804520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -4804513.500000 Penalty: 5270.688477
	Iteration 34Q: 3 clusters Score -4804514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -4804516.500000 Penalty: 5270.688477
	Iteration 35Q: 3 clusters Score -4804516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -4804517.000000 Penalty: 5270.688477
	Iteration 36Q: 3 clusters Score -4804517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4804522.500000 Penalty: 5270.688477
	Iteration 37Q: 3 clusters Score -4804522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -4804525.500000 Penalty: 5270.688477
	Iteration 38Q: 3 clusters Score -4804526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -4804523.500000 Penalty: 5270.688477
	Iteration 39Q: 3 clusters Score -4804524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4804521.500000 Penalty: 5270.688477
	Iteration 40F: 3 clusters Score -4804522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4804522.000000 Penalty: 5270.688477
	Iteration 41Q: 3 clusters Score -4804522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4804526.000000 Penalty: 5270.688477
	Iteration 42Q: 3 clusters Score -4804526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4804526.000000 Penalty: 5270.688477
	Iteration 43Q: 3 clusters Score -4804526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4804527.000000 Penalty: 5270.688477
	Iteration 44Q: 3 clusters Score -4804527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4804527.000000 Penalty: 5270.688477
	Iteration 45Q: 3 clusters Score -4804527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4804525.500000 Penalty: 5270.688477
	Iteration 46Q: 3 clusters Score -4804526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4804529.500000 Penalty: 5270.688477
	Iteration 47Q: 3 clusters Score -4804530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4804533.000000 Penalty: 5270.688477
	Iteration 48Q: 3 clusters Score -4804533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4804533.000000 Penalty: 5270.688477
	Iteration 49F: 3 clusters Score -4804533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Entering Unmasked Estep 
Score: -7409795.000000 Penalty: 2742.643555
	Iteration 0F: 2 clusters Score -7409795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -7367154.500000 Penalty: 5485.287109
	Iteration 0F: 3 clusters Score -7367154 nChanged 29454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -7383668.000000 Penalty: 5485.287109
	Iteration 1F: 3 clusters Score -7383668 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -7384266.000000 Penalty: 5485.287109
	Iteration 2Q: 3 clusters Score -7384266 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -7384848.500000 Penalty: 5485.287109
	Iteration 3Q: 3 clusters Score -7384848 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -7385596.000000 Penalty: 5485.287109
	Iteration 4Q: 3 clusters Score -7385596 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -7386357.500000 Penalty: 5485.287109
	Iteration 5Q: 3 clusters Score -7386358 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7387410.000000 Penalty: 5485.287109
	Iteration 6Q: 3 clusters Score -7387410 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -7388722.500000 Penalty: 5485.287109
	Iteration 7Q: 3 clusters Score -7388722 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -7390392.000000 Penalty: 5485.287109
	Iteration 8F: 3 clusters Score -7390392 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -7392731.500000 Penalty: 5485.287109
	Iteration 9F: 3 clusters Score -7392732 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -7395427.000000 Penalty: 5485.287109
	Iteration 10F: 3 clusters Score -7395427 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -7398362.000000 Penalty: 5485.287109
	Iteration 11F: 3 clusters Score -7398362 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -7401122.000000 Penalty: 5485.287109
	Iteration 12F: 3 clusters Score -7401122 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -7403478.500000 Penalty: 5485.287109
	Iteration 13Q: 3 clusters Score -7403478 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7405225.500000 Penalty: 5485.287109
	Iteration 14Q: 3 clusters Score -7405226 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7406242.000000 Penalty: 5485.287109
	Iteration 15Q: 3 clusters Score -7406242 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7406798.000000 Penalty: 5485.287109
	Iteration 16Q: 3 clusters Score -7406798 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7407080.000000 Penalty: 5485.287109
	Iteration 17Q: 3 clusters Score -7407080 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7407270.500000 Penalty: 5485.287109
	Iteration 18Q: 3 clusters Score -7407270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7407394.500000 Penalty: 5485.287109
	Iteration 19Q: 3 clusters Score -7407394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7407473.500000 Penalty: 5485.287109
	Iteration 20F: 3 clusters Score -7407474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7407517.500000 Penalty: 5485.287109
	Iteration 21Q: 3 clusters Score -7407518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7407551.000000 Penalty: 5485.287109
	Iteration 22Q: 3 clusters Score -7407551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7407559.500000 Penalty: 5485.287109
	Iteration 23Q: 3 clusters Score -7407560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7407575.500000 Penalty: 5485.287109
	Iteration 24Q: 3 clusters Score -7407576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7407578.500000 Penalty: 5485.287109
	Iteration 25Q: 3 clusters Score -7407578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7407574.500000 Penalty: 5485.287109
	Iteration 26Q: 3 clusters Score -7407574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7407584.000000 Penalty: 5485.287109
	Iteration 27Q: 3 clusters Score -7407584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7407594.500000 Penalty: 5485.287109
	Iteration 28Q: 3 clusters Score -7407594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7407593.000000 Penalty: 5485.287109
	Iteration 29Q: 3 clusters Score -7407593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7407596.000000 Penalty: 5485.287109
	Iteration 30Q: 3 clusters Score -7407596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7407593.000000 Penalty: 5485.287109
	Iteration 31Q: 3 clusters Score -7407593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7407609.000000 Penalty: 5485.287109
	Iteration 32Q: 3 clusters Score -7407609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7407614.000000 Penalty: 5485.287109
	Iteration 33Q: 3 clusters Score -7407614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7407618.500000 Penalty: 5485.287109
	Iteration 34Q: 3 clusters Score -7407618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7407619.500000 Penalty: 5485.287109
	Iteration 35Q: 3 clusters Score -7407620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7407619.500000 Penalty: 5485.287109
	Iteration 36F: 3 clusters Score -7407620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -49539.160156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -49539.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48057.621094 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -48057.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48232.789062 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -48232.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48277.187500 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -48277.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48295.480469 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -48295.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48311.496094 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -48311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48340.683594 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -48340.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48368.679688 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -48368.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48396.019531 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -48396.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48404.433594 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -48404.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48412.214844 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -48412.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48415.660156 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -48415.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48417.804688 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -48417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48417.804688 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -48417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -392792.875000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -392792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -389170.500000 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -389170.5 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -389982.937500 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -389982.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -390136.531250 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -390136.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -390255.937500 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -390255.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -390332.968750 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -390333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -390378.218750 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -390378.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -390411.750000 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -390411.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -390433.093750 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -390433.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -390456.250000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -390456.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -390492.781250 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -390492.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -390518.500000 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -390518.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -390538.125000 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -390538.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -390560.218750 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -390560.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -390591.906250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -390591.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -390616.093750 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -390616.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -390637.468750 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -390637.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -390655.562500 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -390655.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -390672.000000 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -390672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -390687.437500 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -390687.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -390699.687500 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -390699.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -390712.250000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -390712.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -390721.375000 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -390721.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -390730.062500 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -390730.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -390736.031250 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -390736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -390740.406250 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -390740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -390744.500000 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -390744.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -390749.968750 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -390750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -390755.093750 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -390755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -390759.906250 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -390759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -390764.218750 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -390764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -390768.781250 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -390768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -390776.031250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -390776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -390784.843750 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -390784.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -390795.937500 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -390795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -390805.250000 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -390805.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -390814.218750 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -390814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -390820.656250 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -390820.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -390826.593750 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -390826.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -390832.687500 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -390832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -390838.718750 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -390838.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -390844.093750 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -390844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -390850.500000 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -390850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -390855.375000 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -390855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -390860.375000 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -390860.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -390869.343750 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -390869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -390880.062500 Penalty: 4063.652344
	Iteration 45Q: 3 clusters Score -390880.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -390897.218750 Penalty: 4063.652344
	Iteration 46Q: 3 clusters Score -390897.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -390913.593750 Penalty: 4063.652344
	Iteration 47Q: 3 clusters Score -390913.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -390928.187500 Penalty: 4063.652344
	Iteration 48Q: 3 clusters Score -390928.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -390941.375000 Penalty: 4063.652344
	Iteration 49Q: 3 clusters Score -390941.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -390957.343750 Penalty: 4063.652344
	Iteration 50Q: 3 clusters Score -390957.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -390977.875000 Penalty: 4063.652344
	Iteration 51Q: 3 clusters Score -390977.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391013.187500 Penalty: 4063.652344
	Iteration 52Q: 3 clusters Score -391013.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -391053.500000 Penalty: 4063.652344
	Iteration 53Q: 3 clusters Score -391053.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -391093.218750 Penalty: 4063.652344
	Iteration 54Q: 3 clusters Score -391093.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -391130.562500 Penalty: 4063.652344
	Iteration 55Q: 3 clusters Score -391130.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -391169.375000 Penalty: 4063.652344
	Iteration 56Q: 3 clusters Score -391169.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -391209.093750 Penalty: 4063.652344
	Iteration 57Q: 3 clusters Score -391209.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -391261.781250 Penalty: 4063.652344
	Iteration 58Q: 3 clusters Score -391261.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -391337.343750 Penalty: 4063.652344
	Iteration 59Q: 3 clusters Score -391337.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -391436.625000 Penalty: 4063.652344
	Iteration 60F: 3 clusters Score -391436.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -391525.906250 Penalty: 4063.652344
	Iteration 61Q: 3 clusters Score -391525.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -391594.156250 Penalty: 4063.652344
	Iteration 62Q: 3 clusters Score -391594.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -391647.343750 Penalty: 4063.652344
	Iteration 63Q: 3 clusters Score -391647.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -391688.218750 Penalty: 4063.652344
	Iteration 64Q: 3 clusters Score -391688.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -391714.656250 Penalty: 4063.652344
	Iteration 65Q: 3 clusters Score -391714.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -391728.750000 Penalty: 4063.652344
	Iteration 66Q: 3 clusters Score -391728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -391735.250000 Penalty: 4063.652344
	Iteration 67Q: 3 clusters Score -391735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -391740.593750 Penalty: 4063.652344
	Iteration 68Q: 3 clusters Score -391740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -391742.312500 Penalty: 4063.652344
	Iteration 69Q: 3 clusters Score -391742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -391742.062500 Penalty: 4063.652344
	Iteration 70Q: 3 clusters Score -391742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -391742.062500 Penalty: 4063.652344
	Iteration 71F: 3 clusters Score -391742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -90998.687500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -90998.69 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 412 members 
Entering Unmasked Estep 
Score: -89195.398438 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -89195.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89470.500000 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -89470.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89547.609375 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -89547.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89582.554688 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -89582.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89618.968750 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -89618.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89643.281250 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -89643.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89668.085938 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -89668.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89685.250000 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -89685.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89716.703125 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -89716.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -89766.640625 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -89766.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89813.554688 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -89813.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89854.835938 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -89854.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89918.843750 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -89918.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89982.257812 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -89982.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90043.351562 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -90043.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90107.835938 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -90107.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90155.031250 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -90155.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90181.500000 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -90181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90209.062500 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -90209.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90238.140625 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -90238.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90256.203125 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -90256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90275.835938 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -90275.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90294.195312 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -90294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90298.437500 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -90298.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90303.281250 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -90303.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90306.812500 Penalty: 3342.123535
	Iteration 25Q: 3 clusters Score -90306.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90311.632812 Penalty: 3342.123535
	Iteration 26Q: 3 clusters Score -90311.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -90313.531250 Penalty: 3342.123535
	Iteration 27Q: 3 clusters Score -90313.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -90315.726562 Penalty: 3342.123535
	Iteration 28Q: 3 clusters Score -90315.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90317.484375 Penalty: 3342.123535
	Iteration 29Q: 3 clusters Score -90317.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90321.015625 Penalty: 3342.123535
	Iteration 30Q: 3 clusters Score -90321.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90325.664062 Penalty: 3342.123535
	Iteration 31Q: 3 clusters Score -90325.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90326.703125 Penalty: 3342.123535
	Iteration 32Q: 3 clusters Score -90326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90326.703125 Penalty: 3342.123535
	Iteration 33F: 3 clusters Score -90326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -47665.183594 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -47665.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46161.968750 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46161.97 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46290.593750 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46290.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46331.574219 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46331.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46347.093750 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46347.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46355.851562 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46355.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46359.242188 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46359.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46359.242188 Penalty: 3037.843018
	Iteration 6F: 3 clusters Score -46359.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (312544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312544 members 
Entering Unmasked Estep 
Score: -35743184.000000 Penalty: 3137.820068
	Iteration 0F: 2 clusters Score -3.574318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -35546820.000000 Penalty: 6275.640137
	Iteration 0F: 3 clusters Score -3.554682e+07 nChanged 151599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 144163 members 
Entering Unmasked Estep 
Score: -35637216.000000 Penalty: 6275.640137
	Iteration 1F: 3 clusters Score -3.563722e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175543 members 
Mstep: Class 2 contains 137001 members 
Entering Unmasked Estep 
Score: -35639220.000000 Penalty: 6275.640137
	Iteration 2Q: 3 clusters Score -3.563922e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186592 members 
Mstep: Class 2 contains 125952 members 
Entering Unmasked Estep 
Score: -35643004.000000 Penalty: 6275.640137
	Iteration 3Q: 3 clusters Score -3.5643e+07 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202799 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -35650820.000000 Penalty: 6275.640137
	Iteration 4F: 3 clusters Score -3.565082e+07 nChanged 22431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224788 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -35664008.000000 Penalty: 6275.640137
	Iteration 5F: 3 clusters Score -3.566401e+07 nChanged 26607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251247 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -35683968.000000 Penalty: 6275.640137
	Iteration 6F: 3 clusters Score -3.568397e+07 nChanged 25749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276962 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -35707512.000000 Penalty: 6275.640137
	Iteration 7F: 3 clusters Score -3.570751e+07 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295291 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -35725468.000000 Penalty: 6275.640137
	Iteration 8F: 3 clusters Score -3.572547e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305100 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -35733628.000000 Penalty: 6275.640137
	Iteration 9Q: 3 clusters Score -3.573363e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309317 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -35737380.000000 Penalty: 6275.640137
	Iteration 10Q: 3 clusters Score -3.573738e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310926 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -35738964.000000 Penalty: 6275.640137
	Iteration 11Q: 3 clusters Score -3.573896e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311578 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -35739640.000000 Penalty: 6275.640137
	Iteration 12Q: 3 clusters Score -3.573964e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -35739972.000000 Penalty: 6275.640137
	Iteration 13Q: 3 clusters Score -3.573997e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311943 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -35740120.000000 Penalty: 6275.640137
	Iteration 14Q: 3 clusters Score -3.574012e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311993 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35740152.000000 Penalty: 6275.640137
	Iteration 15Q: 3 clusters Score -3.574015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312018 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -35740184.000000 Penalty: 6275.640137
	Iteration 16Q: 3 clusters Score -3.574018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312041 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35740236.000000 Penalty: 6275.640137
	Iteration 17Q: 3 clusters Score -3.574024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312060 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -35740268.000000 Penalty: 6275.640137
	Iteration 18Q: 3 clusters Score -3.574027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312067 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35740276.000000 Penalty: 6275.640137
	Iteration 19Q: 3 clusters Score -3.574028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312075 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -35740312.000000 Penalty: 6275.640137
	Iteration 20F: 3 clusters Score -3.574031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312082 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35740312.000000 Penalty: 6275.640137
	Iteration 21Q: 3 clusters Score -3.574031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312085 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35740324.000000 Penalty: 6275.640137
	Iteration 22Q: 3 clusters Score -3.574032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312091 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35740308.000000 Penalty: 6275.640137
	Iteration 23Q: 3 clusters Score -3.574031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312095 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35740316.000000 Penalty: 6275.640137
	Iteration 24Q: 3 clusters Score -3.574032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312099 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35740336.000000 Penalty: 6275.640137
	Iteration 25Q: 3 clusters Score -3.574034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312101 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35740348.000000 Penalty: 6275.640137
	Iteration 26Q: 3 clusters Score -3.574035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312105 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35740352.000000 Penalty: 6275.640137
	Iteration 27Q: 3 clusters Score -3.574035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312109 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -35740376.000000 Penalty: 6275.640137
	Iteration 28Q: 3 clusters Score -3.574038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312112 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35740364.000000 Penalty: 6275.640137
	Iteration 29Q: 3 clusters Score -3.574036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312113 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35740360.000000 Penalty: 6275.640137
	Iteration 30Q: 3 clusters Score -3.574036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312114 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35740384.000000 Penalty: 6275.640137
	Iteration 31Q: 3 clusters Score -3.574038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312114 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35740384.000000 Penalty: 6275.640137
	Iteration 32F: 3 clusters Score -3.574038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -13392.445312 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -13392.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12399.012695 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -12399.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12457.971680 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -12457.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12457.971680 Penalty: 2491.844727
	Iteration 2F: 3 clusters Score -12457.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -65842.687500 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -65842.69 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 331 members 
Entering Unmasked Estep 
Score: -64262.058594 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -64262.06 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64499.648438 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -64499.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64559.320312 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -64559.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64599.460938 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -64599.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64627.621094 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -64627.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64639.339844 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -64639.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64643.816406 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -64643.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64649.289062 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -64649.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64652.734375 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -64652.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64653.578125 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -64653.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64653.578125 Penalty: 3223.147949
	Iteration 10F: 3 clusters Score -64653.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (105464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Entering Unmasked Estep 
Score: -12181950.000000 Penalty: 2868.398926
	Iteration 0F: 2 clusters Score -1.218195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -12111124.000000 Penalty: 5736.797852
	Iteration 0F: 3 clusters Score -1.211112e+07 nChanged 49824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -12139694.000000 Penalty: 5736.797852
	Iteration 1F: 3 clusters Score -1.213969e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -12140470.000000 Penalty: 5736.797852
	Iteration 2Q: 3 clusters Score -1.214047e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -12141532.000000 Penalty: 5736.797852
	Iteration 3Q: 3 clusters Score -1.214153e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -12143022.000000 Penalty: 5736.797852
	Iteration 4Q: 3 clusters Score -1.214302e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -12145508.000000 Penalty: 5736.797852
	Iteration 5Q: 3 clusters Score -1.214551e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -12149561.000000 Penalty: 5736.797852
	Iteration 6F: 3 clusters Score -1.214956e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -12156144.000000 Penalty: 5736.797852
	Iteration 7F: 3 clusters Score -1.215614e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -12164380.000000 Penalty: 5736.797852
	Iteration 8F: 3 clusters Score -1.216438e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -12172015.000000 Penalty: 5736.797852
	Iteration 9F: 3 clusters Score -1.217202e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -12176482.000000 Penalty: 5736.797852
	Iteration 10Q: 3 clusters Score -1.217648e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -12178269.000000 Penalty: 5736.797852
	Iteration 11Q: 3 clusters Score -1.217827e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -12178888.000000 Penalty: 5736.797852
	Iteration 12Q: 3 clusters Score -1.217889e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -12179154.000000 Penalty: 5736.797852
	Iteration 13Q: 3 clusters Score -1.217915e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -12179249.000000 Penalty: 5736.797852
	Iteration 14Q: 3 clusters Score -1.217925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -12179316.000000 Penalty: 5736.797852
	Iteration 15Q: 3 clusters Score -1.217932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -12179361.000000 Penalty: 5736.797852
	Iteration 16Q: 3 clusters Score -1.217936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -12179398.000000 Penalty: 5736.797852
	Iteration 17Q: 3 clusters Score -1.21794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -12179425.000000 Penalty: 5736.797852
	Iteration 18Q: 3 clusters Score -1.217942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -12179456.000000 Penalty: 5736.797852
	Iteration 19Q: 3 clusters Score -1.217946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -12179450.000000 Penalty: 5736.797852
	Iteration 20F: 3 clusters Score -1.217945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -12179458.000000 Penalty: 5736.797852
	Iteration 21Q: 3 clusters Score -1.217946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -12179457.000000 Penalty: 5736.797852
	Iteration 22Q: 3 clusters Score -1.217946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -12179463.000000 Penalty: 5736.797852
	Iteration 23Q: 3 clusters Score -1.217946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -12179465.000000 Penalty: 5736.797852
	Iteration 24Q: 3 clusters Score -1.217946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -12179476.000000 Penalty: 5736.797852
	Iteration 25Q: 3 clusters Score -1.217948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 105126 members 
Entering Unmasked Estep 
Score: -12179480.000000 Penalty: 5736.797852
	Iteration 26Q: 3 clusters Score -1.217948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -12179469.000000 Penalty: 5736.797852
	Iteration 27Q: 3 clusters Score -1.217947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -12179467.000000 Penalty: 5736.797852
	Iteration 28Q: 3 clusters Score -1.217947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 105130 members 
Entering Unmasked Estep 
Score: -12179478.000000 Penalty: 5736.797852
	Iteration 29Q: 3 clusters Score -1.217948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -12179483.000000 Penalty: 5736.797852
	Iteration 30Q: 3 clusters Score -1.217948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -12179483.000000 Penalty: 5736.797852
	Iteration 31F: 3 clusters Score -1.217948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -67786.804688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -67786.8 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 336 members 
Entering Unmasked Estep 
Score: -66053.570312 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -66053.57 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66248.109375 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -66248.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66319.882812 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -66319.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66347.101562 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -66347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66366.835938 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -66366.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66388.750000 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -66388.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66401.812500 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -66401.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66408.976562 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -66408.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66411.734375 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -66411.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66411.734375 Penalty: 3233.497070
	Iteration 9F: 3 clusters Score -66411.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -71801.046875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -71801.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70093.625000 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -70093.62 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70350.664062 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -70350.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70489.210938 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -70489.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70637.640625 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -70637.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70830.125000 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -70830.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70926.671875 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -70926.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70983.796875 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -70983.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71020.335938 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -71020.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71075.812500 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -71075.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71141.234375 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -71141.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71225.156250 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -71225.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71283.835938 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -71283.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71310.156250 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -71310.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71347.187500 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -71347.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71368.875000 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -71368.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71374.617188 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -71374.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71376.031250 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -71376.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71380.703125 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -71380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71383.632812 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -71383.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71383.632812 Penalty: 3254.972412
	Iteration 19F: 3 clusters Score -71383.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174592 members 
Mstep: Class 3 contains 46630 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116337 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21338 members 
Mstep: Class 13 contains 34684 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 41208 members 
Mstep: Class 16 contains 63516 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312544 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105464 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583248.000000 Penalty: 89191.812500
Iteration 159Q: 27 clusters Score -1.145832e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174606 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116289 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21336 members 
Mstep: Class 13 contains 34686 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 41239 members 
Mstep: Class 16 contains 63517 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312559 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105452 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583208.000000 Penalty: 89191.812500
Iteration 160F: 27 clusters Score -1.145832e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174623 members 
Mstep: Class 3 contains 46627 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 116240 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21336 members 
Mstep: Class 13 contains 34690 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 41272 members 
Mstep: Class 16 contains 63520 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312570 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105434 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583200.000000 Penalty: 89191.812500
Iteration 161Q: 27 clusters Score -1.145832e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174629 members 
Mstep: Class 3 contains 46626 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 116183 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21338 members 
Mstep: Class 13 contains 34695 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 41311 members 
Mstep: Class 16 contains 63525 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312577 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105425 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583112.000000 Penalty: 89191.812500
Iteration 162Q: 27 clusters Score -1.145831e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174640 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 116125 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21339 members 
Mstep: Class 13 contains 34696 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 41339 members 
Mstep: Class 16 contains 63529 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312595 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105418 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 163Q: 27 clusters Score -1.145831e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174653 members 
Mstep: Class 3 contains 46627 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 116069 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21343 members 
Mstep: Class 13 contains 34699 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41362 members 
Mstep: Class 16 contains 63530 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312608 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105411 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583128.000000 Penalty: 89191.812500
Iteration 164Q: 27 clusters Score -1.145831e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174672 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33230 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 116010 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21346 members 
Mstep: Class 13 contains 34705 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 41380 members 
Mstep: Class 16 contains 63531 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312626 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105402 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583056.000000 Penalty: 89191.812500
Iteration 165Q: 27 clusters Score -1.145831e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174692 members 
Mstep: Class 3 contains 46632 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 115950 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 34714 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 41399 members 
Mstep: Class 16 contains 63533 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312636 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105397 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583000.000000 Penalty: 89191.812500
Iteration 166Q: 27 clusters Score -1.14583e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174713 members 
Mstep: Class 3 contains 46637 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 115888 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 34719 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41414 members 
Mstep: Class 16 contains 63535 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312650 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105392 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583128.000000 Penalty: 89191.812500
Iteration 167Q: 27 clusters Score -1.145831e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 174734 members 
Mstep: Class 3 contains 46643 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 115843 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 34724 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 41425 members 
Mstep: Class 16 contains 63535 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312662 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105387 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 168Q: 27 clusters Score -1.145831e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174762 members 
Mstep: Class 3 contains 46645 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 115790 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21350 members 
Mstep: Class 13 contains 34733 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41434 members 
Mstep: Class 16 contains 63537 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312673 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105380 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583112.000000 Penalty: 89191.812500
Iteration 169Q: 27 clusters Score -1.145831e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174789 members 
Mstep: Class 3 contains 46646 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 115743 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21352 members 
Mstep: Class 13 contains 34744 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 41439 members 
Mstep: Class 16 contains 63538 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312681 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105376 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583048.000000 Penalty: 89191.812500
Iteration 170Q: 27 clusters Score -1.14583e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174813 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115710 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41446 members 
Mstep: Class 16 contains 63541 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312670 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105369 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583144.000000 Penalty: 89191.812500
Iteration 171Q: 27 clusters Score -1.145831e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174832 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115692 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21363 members 
Mstep: Class 13 contains 34756 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41445 members 
Mstep: Class 16 contains 63541 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312663 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105366 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583128.000000 Penalty: 89191.812500
Iteration 172Q: 27 clusters Score -1.145831e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174849 members 
Mstep: Class 3 contains 46648 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115676 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17192 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 13 contains 34764 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41446 members 
Mstep: Class 16 contains 63542 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312645 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105365 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583168.000000 Penalty: 89191.812500
Iteration 173Q: 27 clusters Score -1.145832e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174854 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115664 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21371 members 
Mstep: Class 13 contains 34766 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 41448 members 
Mstep: Class 16 contains 63542 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312646 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105365 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583200.000000 Penalty: 89191.812500
Iteration 174Q: 27 clusters Score -1.145832e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174865 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33232 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115647 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21372 members 
Mstep: Class 13 contains 34772 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41450 members 
Mstep: Class 16 contains 63543 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312644 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105363 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 175Q: 27 clusters Score -1.145831e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174873 members 
Mstep: Class 3 contains 46648 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33233 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115636 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21372 members 
Mstep: Class 13 contains 34773 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 41450 members 
Mstep: Class 16 contains 63545 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312643 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105361 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 176Q: 27 clusters Score -1.145831e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174878 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33233 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115630 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21372 members 
Mstep: Class 13 contains 34774 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 41449 members 
Mstep: Class 16 contains 63545 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312647 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105359 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583144.000000 Penalty: 89191.812500
Iteration 177Q: 27 clusters Score -1.145831e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174884 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115620 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21373 members 
Mstep: Class 13 contains 34778 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41449 members 
Mstep: Class 16 contains 63547 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312644 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105356 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 178Q: 27 clusters Score -1.145831e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174890 members 
Mstep: Class 3 contains 46648 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115612 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21374 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41450 members 
Mstep: Class 16 contains 63547 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312638 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105352 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583184.000000 Penalty: 89191.812500
Iteration 179Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174894 members 
Mstep: Class 3 contains 46649 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115606 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21376 members 
Mstep: Class 13 contains 34787 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41451 members 
Mstep: Class 16 contains 63547 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312635 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105350 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583104.000000 Penalty: 89191.812500
Iteration 180F: 27 clusters Score -1.145831e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174896 members 
Mstep: Class 3 contains 46649 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115599 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21378 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41452 members 
Mstep: Class 16 contains 63549 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312634 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105348 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 181Q: 27 clusters Score -1.145832e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174900 members 
Mstep: Class 3 contains 46648 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 115585 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21382 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 41453 members 
Mstep: Class 16 contains 63551 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312634 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105348 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583184.000000 Penalty: 89191.812500
Iteration 182Q: 27 clusters Score -1.145832e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174905 members 
Mstep: Class 3 contains 46649 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115573 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 34797 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41457 members 
Mstep: Class 16 contains 63552 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312632 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105347 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583216.000000 Penalty: 89191.812500
Iteration 183Q: 27 clusters Score -1.145832e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174911 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115557 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21386 members 
Mstep: Class 13 contains 34802 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 41462 members 
Mstep: Class 16 contains 63552 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312628 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105346 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583272.000000 Penalty: 89191.812500
Iteration 184Q: 27 clusters Score -1.145833e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174919 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115547 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 34803 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 41463 members 
Mstep: Class 16 contains 63552 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312628 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105345 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583232.000000 Penalty: 89191.812500
Iteration 185Q: 27 clusters Score -1.145832e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174930 members 
Mstep: Class 3 contains 46649 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115537 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 34807 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 41462 members 
Mstep: Class 16 contains 63553 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312624 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105344 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583216.000000 Penalty: 89191.812500
Iteration 186Q: 27 clusters Score -1.145832e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174940 members 
Mstep: Class 3 contains 46651 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115523 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 34809 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41468 members 
Mstep: Class 16 contains 63553 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312622 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105343 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 187Q: 27 clusters Score -1.145832e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174942 members 
Mstep: Class 3 contains 46652 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115511 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 34808 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41475 members 
Mstep: Class 16 contains 63554 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312627 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105338 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583144.000000 Penalty: 89191.812500
Iteration 188Q: 27 clusters Score -1.145831e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174948 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115501 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21389 members 
Mstep: Class 13 contains 34810 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41484 members 
Mstep: Class 16 contains 63554 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312629 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105331 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583184.000000 Penalty: 89191.812500
Iteration 189Q: 27 clusters Score -1.145832e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174958 members 
Mstep: Class 3 contains 46652 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115489 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21389 members 
Mstep: Class 13 contains 34812 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41490 members 
Mstep: Class 16 contains 63554 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312628 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105324 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 190Q: 27 clusters Score -1.145832e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174965 members 
Mstep: Class 3 contains 46653 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115473 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17193 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 34812 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41501 members 
Mstep: Class 16 contains 63555 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312629 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105318 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583232.000000 Penalty: 89191.812500
Iteration 191Q: 27 clusters Score -1.145832e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174974 members 
Mstep: Class 3 contains 46654 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115453 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 34813 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41507 members 
Mstep: Class 16 contains 63555 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312634 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105313 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583224.000000 Penalty: 89191.812500
Iteration 192Q: 27 clusters Score -1.145832e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174978 members 
Mstep: Class 3 contains 46656 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115434 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21392 members 
Mstep: Class 13 contains 34814 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41525 members 
Mstep: Class 16 contains 63555 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312636 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105305 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583248.000000 Penalty: 89191.812500
Iteration 193Q: 27 clusters Score -1.145832e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174983 members 
Mstep: Class 3 contains 46656 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115423 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21394 members 
Mstep: Class 13 contains 34814 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41538 members 
Mstep: Class 16 contains 63557 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312633 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105297 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 194Q: 27 clusters Score -1.145832e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174982 members 
Mstep: Class 3 contains 46657 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115411 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21396 members 
Mstep: Class 13 contains 34815 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41552 members 
Mstep: Class 16 contains 63557 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312632 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105292 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583144.000000 Penalty: 89191.812500
Iteration 195Q: 27 clusters Score -1.145831e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174985 members 
Mstep: Class 3 contains 46658 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115395 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41566 members 
Mstep: Class 16 contains 63558 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312633 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105286 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583224.000000 Penalty: 89191.812500
Iteration 196Q: 27 clusters Score -1.145832e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174987 members 
Mstep: Class 3 contains 46659 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115381 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 41586 members 
Mstep: Class 16 contains 63558 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312631 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105280 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 197Q: 27 clusters Score -1.145832e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 174991 members 
Mstep: Class 3 contains 46659 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115365 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 34816 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41608 members 
Mstep: Class 16 contains 63558 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312632 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105271 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 198Q: 27 clusters Score -1.145831e+08 nChanged 54
Entering ConstructFrom: 
Score: -114583136.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -749736.812500 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -749736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -744334.937500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -744334.9 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -745867.375000 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -745867.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -746226.437500 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -746226.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -746469.625000 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -746469.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -746685.562500 Penalty: 4352.519531
	Iteration 4F: 3 clusters Score -746685.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -746884.437500 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -746884.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -747066.875000 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -747066.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -747230.687500 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -747230.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -747342.750000 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -747342.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -747441.437500 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -747441.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -747533.437500 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -747533.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -747605.500000 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -747605.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -747658.812500 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -747658.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -747705.312500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -747705.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -747749.437500 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -747749.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -747792.750000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -747792.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -747836.250000 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -747836.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -747877.500000 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -747877.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -747914.687500 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -747914.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -747941.062500 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -747941.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -747953.125000 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -747953.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -747963.062500 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -747963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -747970.812500 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -747970.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -747975.000000 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -747975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -747979.437500 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -747979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -747980.062500 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -747980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -747984.312500 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -747984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -747986.312500 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -747986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -747987.562500 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -747987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -747988.750000 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -747988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -747990.437500 Penalty: 4352.519531
	Iteration 30Q: 3 clusters Score -747990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -747990.187500 Penalty: 4352.519531
	Iteration 31Q: 3 clusters Score -747990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -747990.750000 Penalty: 4352.519531
	Iteration 32Q: 3 clusters Score -747990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -747991.562500 Penalty: 4352.519531
	Iteration 33Q: 3 clusters Score -747991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -747991.625000 Penalty: 4352.519531
	Iteration 34Q: 3 clusters Score -747991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -747993.500000 Penalty: 4352.519531
	Iteration 35Q: 3 clusters Score -747993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -747994.562500 Penalty: 4352.519531
	Iteration 36Q: 3 clusters Score -747994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -747994.562500 Penalty: 4352.519531
	Iteration 37F: 3 clusters Score -747994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Entering Unmasked Estep 
Score: -20127072.000000 Penalty: 2993.990234
	Iteration 0F: 2 clusters Score -2.012707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -20012990.000000 Penalty: 5987.980469
	Iteration 0F: 3 clusters Score -2.001299e+07 nChanged 83922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -20061300.000000 Penalty: 5987.980469
	Iteration 1F: 3 clusters Score -2.00613e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -20062100.000000 Penalty: 5987.980469
	Iteration 2Q: 3 clusters Score -2.00621e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -20063410.000000 Penalty: 5987.980469
	Iteration 3Q: 3 clusters Score -2.006341e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -20064932.000000 Penalty: 5987.980469
	Iteration 4Q: 3 clusters Score -2.006493e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94405 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -20067154.000000 Penalty: 5987.980469
	Iteration 5Q: 3 clusters Score -2.006715e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -20070404.000000 Penalty: 5987.980469
	Iteration 6Q: 3 clusters Score -2.00704e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -20075308.000000 Penalty: 5987.980469
	Iteration 7F: 3 clusters Score -2.007531e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -20082682.000000 Penalty: 5987.980469
	Iteration 8F: 3 clusters Score -2.008268e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114758 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -20091974.000000 Penalty: 5987.980469
	Iteration 9F: 3 clusters Score -2.009197e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -20101052.000000 Penalty: 5987.980469
	Iteration 10F: 3 clusters Score -2.010105e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -20106732.000000 Penalty: 5987.980469
	Iteration 11Q: 3 clusters Score -2.010673e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -20109732.000000 Penalty: 5987.980469
	Iteration 12Q: 3 clusters Score -2.010973e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -20112114.000000 Penalty: 5987.980469
	Iteration 13Q: 3 clusters Score -2.011211e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135212 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -20113886.000000 Penalty: 5987.980469
	Iteration 14Q: 3 clusters Score -2.011389e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -20115476.000000 Penalty: 5987.980469
	Iteration 15Q: 3 clusters Score -2.011548e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140517 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -20116774.000000 Penalty: 5987.980469
	Iteration 16Q: 3 clusters Score -2.011677e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142739 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -20117942.000000 Penalty: 5987.980469
	Iteration 17Q: 3 clusters Score -2.011794e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -20118926.000000 Penalty: 5987.980469
	Iteration 18Q: 3 clusters Score -2.011893e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -20119674.000000 Penalty: 5987.980469
	Iteration 19Q: 3 clusters Score -2.011967e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148435 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -20120396.000000 Penalty: 5987.980469
	Iteration 20F: 3 clusters Score -2.01204e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150048 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -20120950.000000 Penalty: 5987.980469
	Iteration 21Q: 3 clusters Score -2.012095e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151576 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -20121426.000000 Penalty: 5987.980469
	Iteration 22Q: 3 clusters Score -2.012143e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -20121884.000000 Penalty: 5987.980469
	Iteration 23Q: 3 clusters Score -2.012188e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154438 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -20122276.000000 Penalty: 5987.980469
	Iteration 24Q: 3 clusters Score -2.012228e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -20122542.000000 Penalty: 5987.980469
	Iteration 25Q: 3 clusters Score -2.012254e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -20122794.000000 Penalty: 5987.980469
	Iteration 26Q: 3 clusters Score -2.012279e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -20122962.000000 Penalty: 5987.980469
	Iteration 27Q: 3 clusters Score -2.012296e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -20123074.000000 Penalty: 5987.980469
	Iteration 28Q: 3 clusters Score -2.012307e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -20123250.000000 Penalty: 5987.980469
	Iteration 29Q: 3 clusters Score -2.012325e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161217 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -20123480.000000 Penalty: 5987.980469
	Iteration 30Q: 3 clusters Score -2.012348e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -20123730.000000 Penalty: 5987.980469
	Iteration 31Q: 3 clusters Score -2.012373e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -20123838.000000 Penalty: 5987.980469
	Iteration 32Q: 3 clusters Score -2.012384e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -20124030.000000 Penalty: 5987.980469
	Iteration 33Q: 3 clusters Score -2.012403e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164423 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -20124110.000000 Penalty: 5987.980469
	Iteration 34Q: 3 clusters Score -2.012411e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165059 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -20124160.000000 Penalty: 5987.980469
	Iteration 35Q: 3 clusters Score -2.012416e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165650 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -20124254.000000 Penalty: 5987.980469
	Iteration 36Q: 3 clusters Score -2.012425e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -20124338.000000 Penalty: 5987.980469
	Iteration 37Q: 3 clusters Score -2.012434e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -20124464.000000 Penalty: 5987.980469
	Iteration 38Q: 3 clusters Score -2.012446e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -20124462.000000 Penalty: 5987.980469
	Iteration 39Q: 3 clusters Score -2.012446e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -20124494.000000 Penalty: 5987.980469
	Iteration 40F: 3 clusters Score -2.012449e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168134 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -20124588.000000 Penalty: 5987.980469
	Iteration 41Q: 3 clusters Score -2.012459e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -20124646.000000 Penalty: 5987.980469
	Iteration 42Q: 3 clusters Score -2.012465e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -20124686.000000 Penalty: 5987.980469
	Iteration 43Q: 3 clusters Score -2.012469e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -20124688.000000 Penalty: 5987.980469
	Iteration 44Q: 3 clusters Score -2.012469e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -20124752.000000 Penalty: 5987.980469
	Iteration 45Q: 3 clusters Score -2.012475e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169758 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -20124782.000000 Penalty: 5987.980469
	Iteration 46Q: 3 clusters Score -2.012478e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169997 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -20124828.000000 Penalty: 5987.980469
	Iteration 47Q: 3 clusters Score -2.012483e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -20124826.000000 Penalty: 5987.980469
	Iteration 48Q: 3 clusters Score -2.012483e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -20124848.000000 Penalty: 5987.980469
	Iteration 49Q: 3 clusters Score -2.012485e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20124864.000000 Penalty: 5987.980469
	Iteration 50Q: 3 clusters Score -2.012486e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -20124844.000000 Penalty: 5987.980469
	Iteration 51Q: 3 clusters Score -2.012484e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -20124838.000000 Penalty: 5987.980469
	Iteration 52Q: 3 clusters Score -2.012484e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20124868.000000 Penalty: 5987.980469
	Iteration 53Q: 3 clusters Score -2.012487e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.012487e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -20124846.000000 Penalty: 5987.980469
	Iteration 55Q: 3 clusters Score -2.012485e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171175 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -20124844.000000 Penalty: 5987.980469
	Iteration 56Q: 3 clusters Score -2.012484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -20124840.000000 Penalty: 5987.980469
	Iteration 57Q: 3 clusters Score -2.012484e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -20124856.000000 Penalty: 5987.980469
	Iteration 58Q: 3 clusters Score -2.012486e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -20124858.000000 Penalty: 5987.980469
	Iteration 59Q: 3 clusters Score -2.012486e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -20124862.000000 Penalty: 5987.980469
	Iteration 60F: 3 clusters Score -2.012486e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171511 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20124868.000000 Penalty: 5987.980469
	Iteration 61Q: 3 clusters Score -2.012487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171562 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -20124852.000000 Penalty: 5987.980469
	Iteration 62Q: 3 clusters Score -2.012485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171602 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -20124860.000000 Penalty: 5987.980469
	Iteration 63Q: 3 clusters Score -2.012486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171651 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.012486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -20124838.000000 Penalty: 5987.980469
	Iteration 65Q: 3 clusters Score -2.012484e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171722 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20124864.000000 Penalty: 5987.980469
	Iteration 66Q: 3 clusters Score -2.012486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -20124880.000000 Penalty: 5987.980469
	Iteration 67Q: 3 clusters Score -2.012488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171809 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -20124896.000000 Penalty: 5987.980469
	Iteration 68Q: 3 clusters Score -2.01249e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171853 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -20124912.000000 Penalty: 5987.980469
	Iteration 69Q: 3 clusters Score -2.012491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171882 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -20124924.000000 Penalty: 5987.980469
	Iteration 70Q: 3 clusters Score -2.012492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171911 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.01249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171937 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20124900.000000 Penalty: 5987.980469
	Iteration 72Q: 3 clusters Score -2.01249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.01249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172000 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20124908.000000 Penalty: 5987.980469
	Iteration 74Q: 3 clusters Score -2.012491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20124906.000000 Penalty: 5987.980469
	Iteration 75Q: 3 clusters Score -2.012491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20124928.000000 Penalty: 5987.980469
	Iteration 76Q: 3 clusters Score -2.012493e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -20124892.000000 Penalty: 5987.980469
	Iteration 77Q: 3 clusters Score -2.012489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.01249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172149 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -20124906.000000 Penalty: 5987.980469
	Iteration 79Q: 3 clusters Score -2.012491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172171 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.01249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.01249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172198 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.012488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172205 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.012489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.012488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -20124874.000000 Penalty: 5987.980469
	Iteration 85Q: 3 clusters Score -2.012487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.012489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172247 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.012488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -20124872.000000 Penalty: 5987.980469
	Iteration 88Q: 3 clusters Score -2.012487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172268 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.012488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -20124878.000000 Penalty: 5987.980469
	Iteration 90Q: 3 clusters Score -2.012488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172285 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -20124888.000000 Penalty: 5987.980469
	Iteration 91Q: 3 clusters Score -2.012489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.012489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.012489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.012489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172337 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.012489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172352 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.012488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172366 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.012486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172381 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -20124870.000000 Penalty: 5987.980469
	Iteration 98Q: 3 clusters Score -2.012487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.012488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172407 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20124860.000000 Penalty: 5987.980469
	Iteration 100F: 3 clusters Score -2.012486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -20124848.000000 Penalty: 5987.980469
	Iteration 101Q: 3 clusters Score -2.012485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172439 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.012488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172450 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20124898.000000 Penalty: 5987.980469
	Iteration 103Q: 3 clusters Score -2.01249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.012489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.012489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -20124888.000000 Penalty: 5987.980469
	Iteration 106Q: 3 clusters Score -2.012489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -20124886.000000 Penalty: 5987.980469
	Iteration 107Q: 3 clusters Score -2.012489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -20124890.000000 Penalty: 5987.980469
	Iteration 108Q: 3 clusters Score -2.012489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172472 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -20124888.000000 Penalty: 5987.980469
	Iteration 109Q: 3 clusters Score -2.012489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -20124894.000000 Penalty: 5987.980469
	Iteration 110Q: 3 clusters Score -2.012489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.012489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172476 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.012489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172479 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20124878.000000 Penalty: 5987.980469
	Iteration 115Q: 3 clusters Score -2.012488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172486 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -20124882.000000 Penalty: 5987.980469
	Iteration 116Q: 3 clusters Score -2.012488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -20124884.000000 Penalty: 5987.980469
	Iteration 117Q: 3 clusters Score -2.012488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -20124876.000000 Penalty: 5987.980469
	Iteration 118Q: 3 clusters Score -2.012488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20124884.000000 Penalty: 5987.980469
	Iteration 119Q: 3 clusters Score -2.012488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -20124890.000000 Penalty: 5987.980469
	Iteration 120F: 3 clusters Score -2.012489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.012488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -20124876.000000 Penalty: 5987.980469
	Iteration 122Q: 3 clusters Score -2.012488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20124884.000000 Penalty: 5987.980469
	Iteration 123Q: 3 clusters Score -2.012488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -20124892.000000 Penalty: 5987.980469
	Iteration 124Q: 3 clusters Score -2.012489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172531 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172531 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172533 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20124884.000000 Penalty: 5987.980469
	Iteration 127Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -20124870.000000 Penalty: 5987.980469
	Iteration 128Q: 3 clusters Score -2.012487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20124876.000000 Penalty: 5987.980469
	Iteration 130Q: 3 clusters Score -2.012488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172540 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -20124884.000000 Penalty: 5987.980469
	Iteration 131Q: 3 clusters Score -2.012488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -20124886.000000 Penalty: 5987.980469
	Iteration 132Q: 3 clusters Score -2.012489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172543 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20124878.000000 Penalty: 5987.980469
	Iteration 133Q: 3 clusters Score -2.012488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -20124880.000000 Penalty: 5987.980469
	Iteration 134Q: 3 clusters Score -2.012488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -20124880.000000 Penalty: 5987.980469
	Iteration 135Q: 3 clusters Score -2.012488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172549 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.012488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20124868.000000 Penalty: 5987.980469
	Iteration 137Q: 3 clusters Score -2.012487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20124876.000000 Penalty: 5987.980469
	Iteration 138Q: 3 clusters Score -2.012488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -20124876.000000 Penalty: 5987.980469
	Iteration 139Q: 3 clusters Score -2.012488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -20124876.000000 Penalty: 5987.980469
	Iteration 140F: 3 clusters Score -2.012488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172559 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20124884.000000 Penalty: 5987.980469
	Iteration 141Q: 3 clusters Score -2.012488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20124874.000000 Penalty: 5987.980469
	Iteration 142Q: 3 clusters Score -2.012487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20124874.000000 Penalty: 5987.980469
	Iteration 143F: 3 clusters Score -2.012487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Entering Unmasked Estep 
Score: -5469109.500000 Penalty: 2666.154053
	Iteration 0F: 2 clusters Score -5469110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5437668.000000 Penalty: 5332.308105
	Iteration 0F: 3 clusters Score -5437668 nChanged 21550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5449547.500000 Penalty: 5332.308105
	Iteration 1F: 3 clusters Score -5449548 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -5450001.000000 Penalty: 5332.308105
	Iteration 2Q: 3 clusters Score -5450001 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5450387.000000 Penalty: 5332.308105
	Iteration 3Q: 3 clusters Score -5450387 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5450704.500000 Penalty: 5332.308105
	Iteration 4Q: 3 clusters Score -5450704 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5451037.500000 Penalty: 5332.308105
	Iteration 5Q: 3 clusters Score -5451038 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5451270.000000 Penalty: 5332.308105
	Iteration 6Q: 3 clusters Score -5451270 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5451463.000000 Penalty: 5332.308105
	Iteration 7Q: 3 clusters Score -5451463 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5451674.000000 Penalty: 5332.308105
	Iteration 8Q: 3 clusters Score -5451674 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5451798.000000 Penalty: 5332.308105
	Iteration 9Q: 3 clusters Score -5451798 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5451960.500000 Penalty: 5332.308105
	Iteration 10Q: 3 clusters Score -5451960 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5452115.000000 Penalty: 5332.308105
	Iteration 11Q: 3 clusters Score -5452115 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5452262.000000 Penalty: 5332.308105
	Iteration 12Q: 3 clusters Score -5452262 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5452443.000000 Penalty: 5332.308105
	Iteration 13Q: 3 clusters Score -5452443 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -5452625.500000 Penalty: 5332.308105
	Iteration 14Q: 3 clusters Score -5452626 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5452922.000000 Penalty: 5332.308105
	Iteration 15Q: 3 clusters Score -5452922 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5453346.500000 Penalty: 5332.308105
	Iteration 16Q: 3 clusters Score -5453346 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -5453963.000000 Penalty: 5332.308105
	Iteration 17Q: 3 clusters Score -5453963 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5454968.000000 Penalty: 5332.308105
	Iteration 18Q: 3 clusters Score -5454968 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -5456308.500000 Penalty: 5332.308105
	Iteration 19Q: 3 clusters Score -5456308 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -5457706.500000 Penalty: 5332.308105
	Iteration 20F: 3 clusters Score -5457706 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -5458710.000000 Penalty: 5332.308105
	Iteration 21Q: 3 clusters Score -5458710 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -5459315.500000 Penalty: 5332.308105
	Iteration 22Q: 3 clusters Score -5459316 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -5459708.500000 Penalty: 5332.308105
	Iteration 23Q: 3 clusters Score -5459708 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -5460021.000000 Penalty: 5332.308105
	Iteration 24Q: 3 clusters Score -5460021 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5460302.500000 Penalty: 5332.308105
	Iteration 25Q: 3 clusters Score -5460302 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5460654.000000 Penalty: 5332.308105
	Iteration 26Q: 3 clusters Score -5460654 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5461002.000000 Penalty: 5332.308105
	Iteration 27Q: 3 clusters Score -5461002 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5461395.000000 Penalty: 5332.308105
	Iteration 28Q: 3 clusters Score -5461395 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5461818.000000 Penalty: 5332.308105
	Iteration 29Q: 3 clusters Score -5461818 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5462270.500000 Penalty: 5332.308105
	Iteration 30Q: 3 clusters Score -5462270 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5462729.500000 Penalty: 5332.308105
	Iteration 31Q: 3 clusters Score -5462730 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -5463174.000000 Penalty: 5332.308105
	Iteration 32Q: 3 clusters Score -5463174 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5463673.500000 Penalty: 5332.308105
	Iteration 33Q: 3 clusters Score -5463674 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5464137.500000 Penalty: 5332.308105
	Iteration 34Q: 3 clusters Score -5464138 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5464564.000000 Penalty: 5332.308105
	Iteration 35Q: 3 clusters Score -5464564 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5464932.500000 Penalty: 5332.308105
	Iteration 36Q: 3 clusters Score -5464932 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5465309.000000 Penalty: 5332.308105
	Iteration 37Q: 3 clusters Score -5465309 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -5465614.500000 Penalty: 5332.308105
	Iteration 38Q: 3 clusters Score -5465614 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5465875.500000 Penalty: 5332.308105
	Iteration 39Q: 3 clusters Score -5465876 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -5466079.500000 Penalty: 5332.308105
	Iteration 40F: 3 clusters Score -5466080 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -5466269.500000 Penalty: 5332.308105
	Iteration 41Q: 3 clusters Score -5466270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -5466397.000000 Penalty: 5332.308105
	Iteration 42Q: 3 clusters Score -5466397 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5466480.000000 Penalty: 5332.308105
	Iteration 43Q: 3 clusters Score -5466480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5466543.500000 Penalty: 5332.308105
	Iteration 44Q: 3 clusters Score -5466544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5466591.500000 Penalty: 5332.308105
	Iteration 45Q: 3 clusters Score -5466592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5466634.500000 Penalty: 5332.308105
	Iteration 46Q: 3 clusters Score -5466634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5466662.000000 Penalty: 5332.308105
	Iteration 47Q: 3 clusters Score -5466662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5466699.000000 Penalty: 5332.308105
	Iteration 48Q: 3 clusters Score -5466699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -5466731.000000 Penalty: 5332.308105
	Iteration 49Q: 3 clusters Score -5466731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5466740.000000 Penalty: 5332.308105
	Iteration 50Q: 3 clusters Score -5466740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5466743.000000 Penalty: 5332.308105
	Iteration 51Q: 3 clusters Score -5466743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5466753.000000 Penalty: 5332.308105
	Iteration 52Q: 3 clusters Score -5466753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -5466747.500000 Penalty: 5332.308105
	Iteration 53Q: 3 clusters Score -5466748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -5466762.000000 Penalty: 5332.308105
	Iteration 54Q: 3 clusters Score -5466762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -5466766.500000 Penalty: 5332.308105
	Iteration 55Q: 3 clusters Score -5466766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -5466770.000000 Penalty: 5332.308105
	Iteration 56Q: 3 clusters Score -5466770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5466767.500000 Penalty: 5332.308105
	Iteration 57Q: 3 clusters Score -5466768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -5466768.500000 Penalty: 5332.308105
	Iteration 58Q: 3 clusters Score -5466768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5466771.500000 Penalty: 5332.308105
	Iteration 59Q: 3 clusters Score -5466772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5466777.500000 Penalty: 5332.308105
	Iteration 60F: 3 clusters Score -5466778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5466776.000000 Penalty: 5332.308105
	Iteration 61Q: 3 clusters Score -5466776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5466776.000000 Penalty: 5332.308105
	Iteration 62F: 3 clusters Score -5466776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -214272.515625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -214272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -211711.343750 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -211711.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212105.687500 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -212105.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -212242.390625 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -212242.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -212320.031250 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -212320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212369.140625 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -212369.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -212392.250000 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -212392.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212409.312500 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -212409.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212422.984375 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -212423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212428.437500 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -212428.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212433.921875 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -212433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212440.765625 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -212440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212444.609375 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -212444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -212445.468750 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -212445.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -212446.062500 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -212446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -212446.062500 Penalty: 3739.093506
	Iteration 14F: 3 clusters Score -212446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Entering Unmasked Estep 
Score: -3740163.500000 Penalty: 2582.031982
	Iteration 0F: 2 clusters Score -3740164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3717472.000000 Penalty: 5164.063965
	Iteration 0F: 3 clusters Score -3717472 nChanged 15048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3725584.750000 Penalty: 5164.063965
	Iteration 1F: 3 clusters Score -3725585 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3726011.000000 Penalty: 5164.063965
	Iteration 2Q: 3 clusters Score -3726011 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3726349.750000 Penalty: 5164.063965
	Iteration 3Q: 3 clusters Score -3726350 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3726680.250000 Penalty: 5164.063965
	Iteration 4Q: 3 clusters Score -3726680 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3727054.000000 Penalty: 5164.063965
	Iteration 5Q: 3 clusters Score -3727054 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3727488.000000 Penalty: 5164.063965
	Iteration 6Q: 3 clusters Score -3727488 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3727989.250000 Penalty: 5164.063965
	Iteration 7Q: 3 clusters Score -3727989 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3728670.500000 Penalty: 5164.063965
	Iteration 8Q: 3 clusters Score -3728670 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3729478.000000 Penalty: 5164.063965
	Iteration 9Q: 3 clusters Score -3729478 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3730330.500000 Penalty: 5164.063965
	Iteration 10F: 3 clusters Score -3730330 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3731150.250000 Penalty: 5164.063965
	Iteration 11Q: 3 clusters Score -3731150 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3731983.250000 Penalty: 5164.063965
	Iteration 12Q: 3 clusters Score -3731983 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3732796.500000 Penalty: 5164.063965
	Iteration 13Q: 3 clusters Score -3732796 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3733534.250000 Penalty: 5164.063965
	Iteration 14Q: 3 clusters Score -3733534 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3734168.000000 Penalty: 5164.063965
	Iteration 15Q: 3 clusters Score -3734168 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3734749.250000 Penalty: 5164.063965
	Iteration 16Q: 3 clusters Score -3734749 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3735312.500000 Penalty: 5164.063965
	Iteration 17Q: 3 clusters Score -3735312 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3735872.750000 Penalty: 5164.063965
	Iteration 18Q: 3 clusters Score -3735873 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3736529.500000 Penalty: 5164.063965
	Iteration 19Q: 3 clusters Score -3736530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3737322.250000 Penalty: 5164.063965
	Iteration 20F: 3 clusters Score -3737322 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3737702.250000 Penalty: 5164.063965
	Iteration 21Q: 3 clusters Score -3737702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3737851.250000 Penalty: 5164.063965
	Iteration 22Q: 3 clusters Score -3737851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3737921.500000 Penalty: 5164.063965
	Iteration 23Q: 3 clusters Score -3737922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3737954.500000 Penalty: 5164.063965
	Iteration 24Q: 3 clusters Score -3737954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3737965.500000 Penalty: 5164.063965
	Iteration 25Q: 3 clusters Score -3737966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3737974.250000 Penalty: 5164.063965
	Iteration 26Q: 3 clusters Score -3737974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3737978.250000 Penalty: 5164.063965
	Iteration 27Q: 3 clusters Score -3737978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3737989.250000 Penalty: 5164.063965
	Iteration 28Q: 3 clusters Score -3737989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3737992.250000 Penalty: 5164.063965
	Iteration 29Q: 3 clusters Score -3737992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3738003.250000 Penalty: 5164.063965
	Iteration 30Q: 3 clusters Score -3738003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3738003.250000 Penalty: 5164.063965
	Iteration 31Q: 3 clusters Score -3738003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3738002.750000 Penalty: 5164.063965
	Iteration 32Q: 3 clusters Score -3738003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3738005.250000 Penalty: 5164.063965
	Iteration 33Q: 3 clusters Score -3738005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3738005.500000 Penalty: 5164.063965
	Iteration 34Q: 3 clusters Score -3738006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3738005.500000 Penalty: 5164.063965
	Iteration 35F: 3 clusters Score -3738006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -929453.250000 Penalty: 2232.608887
	Iteration 0F: 2 clusters Score -929453.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -922969.312500 Penalty: 4465.217773
	Iteration 0F: 3 clusters Score -922969.3 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -924767.937500 Penalty: 4465.217773
	Iteration 1F: 3 clusters Score -924767.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -925077.187500 Penalty: 4465.217773
	Iteration 2F: 3 clusters Score -925077.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -925322.312500 Penalty: 4465.217773
	Iteration 3F: 3 clusters Score -925322.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -925514.687500 Penalty: 4465.217773
	Iteration 4Q: 3 clusters Score -925514.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -925690.500000 Penalty: 4465.217773
	Iteration 5Q: 3 clusters Score -925690.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -925883.875000 Penalty: 4465.217773
	Iteration 6Q: 3 clusters Score -925883.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -926079.500000 Penalty: 4465.217773
	Iteration 7Q: 3 clusters Score -926079.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -926278.062500 Penalty: 4465.217773
	Iteration 8Q: 3 clusters Score -926278.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -926467.687500 Penalty: 4465.217773
	Iteration 9Q: 3 clusters Score -926467.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -926670.437500 Penalty: 4465.217773
	Iteration 10Q: 3 clusters Score -926670.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -926861.187500 Penalty: 4465.217773
	Iteration 11Q: 3 clusters Score -926861.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -927033.000000 Penalty: 4465.217773
	Iteration 12Q: 3 clusters Score -927033 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -927178.437500 Penalty: 4465.217773
	Iteration 13Q: 3 clusters Score -927178.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -927288.687500 Penalty: 4465.217773
	Iteration 14Q: 3 clusters Score -927288.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -927352.625000 Penalty: 4465.217773
	Iteration 15Q: 3 clusters Score -927352.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -927414.937500 Penalty: 4465.217773
	Iteration 16Q: 3 clusters Score -927414.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -927477.875000 Penalty: 4465.217773
	Iteration 17Q: 3 clusters Score -927477.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -927539.687500 Penalty: 4465.217773
	Iteration 18Q: 3 clusters Score -927539.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -927594.562500 Penalty: 4465.217773
	Iteration 19Q: 3 clusters Score -927594.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -927641.062500 Penalty: 4465.217773
	Iteration 20F: 3 clusters Score -927641.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -927682.000000 Penalty: 4465.217773
	Iteration 21Q: 3 clusters Score -927682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -927729.375000 Penalty: 4465.217773
	Iteration 22Q: 3 clusters Score -927729.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -927761.937500 Penalty: 4465.217773
	Iteration 23Q: 3 clusters Score -927761.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -927785.937500 Penalty: 4465.217773
	Iteration 24Q: 3 clusters Score -927785.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -927797.125000 Penalty: 4465.217773
	Iteration 25Q: 3 clusters Score -927797.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -927801.125000 Penalty: 4465.217773
	Iteration 26Q: 3 clusters Score -927801.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -927812.875000 Penalty: 4465.217773
	Iteration 27Q: 3 clusters Score -927812.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -927819.500000 Penalty: 4465.217773
	Iteration 28Q: 3 clusters Score -927819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -927828.562500 Penalty: 4465.217773
	Iteration 29Q: 3 clusters Score -927828.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -927834.125000 Penalty: 4465.217773
	Iteration 30Q: 3 clusters Score -927834.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -927839.375000 Penalty: 4465.217773
	Iteration 31Q: 3 clusters Score -927839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -927839.687500 Penalty: 4465.217773
	Iteration 32Q: 3 clusters Score -927839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -927843.562500 Penalty: 4465.217773
	Iteration 33Q: 3 clusters Score -927843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -927844.187500 Penalty: 4465.217773
	Iteration 34Q: 3 clusters Score -927844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -927844.562500 Penalty: 4465.217773
	Iteration 35Q: 3 clusters Score -927844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -927843.687500 Penalty: 4465.217773
	Iteration 36Q: 3 clusters Score -927843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -927842.437500 Penalty: 4465.217773
	Iteration 37Q: 3 clusters Score -927842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -927843.750000 Penalty: 4465.217773
	Iteration 38Q: 3 clusters Score -927843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -927844.187500 Penalty: 4465.217773
	Iteration 39Q: 3 clusters Score -927844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -927845.625000 Penalty: 4465.217773
	Iteration 40F: 3 clusters Score -927845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -927845.750000 Penalty: 4465.217773
	Iteration 41Q: 3 clusters Score -927845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -927845.750000 Penalty: 4465.217773
	Iteration 42F: 3 clusters Score -927845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (115347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115347 members 
Entering Unmasked Estep 
Score: -13356601.000000 Penalty: 2890.613770
	Iteration 0F: 2 clusters Score -1.33566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -13279341.000000 Penalty: 5781.227539
	Iteration 0F: 3 clusters Score -1.327934e+07 nChanged 54753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -13310815.000000 Penalty: 5781.227539
	Iteration 1F: 3 clusters Score -1.331082e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -13311823.000000 Penalty: 5781.227539
	Iteration 2Q: 3 clusters Score -1.331182e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -13313046.000000 Penalty: 5781.227539
	Iteration 3Q: 3 clusters Score -1.331305e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -13315013.000000 Penalty: 5781.227539
	Iteration 4Q: 3 clusters Score -1.331501e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -13318013.000000 Penalty: 5781.227539
	Iteration 5Q: 3 clusters Score -1.331801e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -13322591.000000 Penalty: 5781.227539
	Iteration 6F: 3 clusters Score -1.332259e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -13328707.000000 Penalty: 5781.227539
	Iteration 7F: 3 clusters Score -1.332871e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -13334919.000000 Penalty: 5781.227539
	Iteration 8F: 3 clusters Score -1.333492e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -13339892.000000 Penalty: 5781.227539
	Iteration 9F: 3 clusters Score -1.333989e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -13343308.000000 Penalty: 5781.227539
	Iteration 10Q: 3 clusters Score -1.334331e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -13345431.000000 Penalty: 5781.227539
	Iteration 11Q: 3 clusters Score -1.334543e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -13346726.000000 Penalty: 5781.227539
	Iteration 12Q: 3 clusters Score -1.334673e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -13347755.000000 Penalty: 5781.227539
	Iteration 13Q: 3 clusters Score -1.334776e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -13348646.000000 Penalty: 5781.227539
	Iteration 14Q: 3 clusters Score -1.334865e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -13349459.000000 Penalty: 5781.227539
	Iteration 15Q: 3 clusters Score -1.334946e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -13350222.000000 Penalty: 5781.227539
	Iteration 16Q: 3 clusters Score -1.335022e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -13350919.000000 Penalty: 5781.227539
	Iteration 17Q: 3 clusters Score -1.335092e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -13351562.000000 Penalty: 5781.227539
	Iteration 18Q: 3 clusters Score -1.335156e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -13352132.000000 Penalty: 5781.227539
	Iteration 19Q: 3 clusters Score -1.335213e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -13352481.000000 Penalty: 5781.227539
	Iteration 20F: 3 clusters Score -1.335248e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -13352751.000000 Penalty: 5781.227539
	Iteration 21Q: 3 clusters Score -1.335275e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -13352981.000000 Penalty: 5781.227539
	Iteration 22Q: 3 clusters Score -1.335298e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112174 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -13353150.000000 Penalty: 5781.227539
	Iteration 23Q: 3 clusters Score -1.335315e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112524 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -13353319.000000 Penalty: 5781.227539
	Iteration 24Q: 3 clusters Score -1.335332e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13353487.000000 Penalty: 5781.227539
	Iteration 25Q: 3 clusters Score -1.335349e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13353609.000000 Penalty: 5781.227539
	Iteration 26Q: 3 clusters Score -1.335361e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113282 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -13353716.000000 Penalty: 5781.227539
	Iteration 27Q: 3 clusters Score -1.335372e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13353834.000000 Penalty: 5781.227539
	Iteration 28Q: 3 clusters Score -1.335383e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13353908.000000 Penalty: 5781.227539
	Iteration 29Q: 3 clusters Score -1.335391e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13353941.000000 Penalty: 5781.227539
	Iteration 30Q: 3 clusters Score -1.335394e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13353990.000000 Penalty: 5781.227539
	Iteration 31Q: 3 clusters Score -1.335399e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13354017.000000 Penalty: 5781.227539
	Iteration 32Q: 3 clusters Score -1.335402e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13354057.000000 Penalty: 5781.227539
	Iteration 33Q: 3 clusters Score -1.335406e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13354091.000000 Penalty: 5781.227539
	Iteration 34Q: 3 clusters Score -1.335409e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114163 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13354121.000000 Penalty: 5781.227539
	Iteration 35Q: 3 clusters Score -1.335412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114209 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13354140.000000 Penalty: 5781.227539
	Iteration 36Q: 3 clusters Score -1.335414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13354150.000000 Penalty: 5781.227539
	Iteration 37Q: 3 clusters Score -1.335415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114269 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13354157.000000 Penalty: 5781.227539
	Iteration 38Q: 3 clusters Score -1.335416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13354185.000000 Penalty: 5781.227539
	Iteration 39Q: 3 clusters Score -1.335418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13354207.000000 Penalty: 5781.227539
	Iteration 40F: 3 clusters Score -1.335421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114330 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13354218.000000 Penalty: 5781.227539
	Iteration 41Q: 3 clusters Score -1.335422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13354222.000000 Penalty: 5781.227539
	Iteration 42Q: 3 clusters Score -1.335422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13354211.000000 Penalty: 5781.227539
	Iteration 43Q: 3 clusters Score -1.335421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114370 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13354226.000000 Penalty: 5781.227539
	Iteration 44Q: 3 clusters Score -1.335423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114375 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13354224.000000 Penalty: 5781.227539
	Iteration 45Q: 3 clusters Score -1.335422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13354224.000000 Penalty: 5781.227539
	Iteration 46Q: 3 clusters Score -1.335422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13354237.000000 Penalty: 5781.227539
	Iteration 47Q: 3 clusters Score -1.335424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13354237.000000 Penalty: 5781.227539
	Iteration 48Q: 3 clusters Score -1.335424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114398 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13354242.000000 Penalty: 5781.227539
	Iteration 49Q: 3 clusters Score -1.335424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13354244.000000 Penalty: 5781.227539
	Iteration 50Q: 3 clusters Score -1.335424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13354248.000000 Penalty: 5781.227539
	Iteration 51Q: 3 clusters Score -1.335425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13354253.000000 Penalty: 5781.227539
	Iteration 52Q: 3 clusters Score -1.335425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13354252.000000 Penalty: 5781.227539
	Iteration 53Q: 3 clusters Score -1.335425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13354253.000000 Penalty: 5781.227539
	Iteration 54Q: 3 clusters Score -1.335425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13354253.000000 Penalty: 5781.227539
	Iteration 55F: 3 clusters Score -1.335425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -202073.718750 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -202073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -199565.171875 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -199565.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -199985.890625 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -199985.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200090.250000 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -200090.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -200146.812500 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -200146.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200196.953125 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -200197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -200224.359375 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -200224.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -200245.406250 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -200245.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -200257.703125 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -200257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -200263.687500 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -200263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -200268.812500 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -200268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -200271.359375 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -200271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -200274.406250 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -200274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -200275.906250 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -200275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -200276.375000 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -200276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -200276.921875 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -200276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -200276.921875 Penalty: 3704.948486
	Iteration 15F: 3 clusters Score -200276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -30426.929688 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -30426.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29140.939453 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -29140.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29224.841797 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -29224.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29252.130859 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -29252.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29264.041016 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -29264.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29269.146484 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -29269.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29269.146484 Penalty: 2820.739746
	Iteration 5F: 3 clusters Score -29269.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11841.208008 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11841.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10914.478516 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10914.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10945.449219 Penalty: 2429.328613
	Iteration 1Q: 3 clusters Score -10945.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10945.449219 Penalty: 2429.328613
	Iteration 2F: 3 clusters Score -10945.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Entering Unmasked Estep 
Score: -1997559.250000 Penalty: 2418.588623
	Iteration 0F: 2 clusters Score -1997559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1985238.875000 Penalty: 4837.177246
	Iteration 0F: 3 clusters Score -1985239 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1989225.500000 Penalty: 4837.177246
	Iteration 1F: 3 clusters Score -1989226 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1989705.000000 Penalty: 4837.177246
	Iteration 2F: 3 clusters Score -1989705 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1990153.250000 Penalty: 4837.177246
	Iteration 3F: 3 clusters Score -1990153 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1990544.500000 Penalty: 4837.177246
	Iteration 4F: 3 clusters Score -1990544 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1990894.250000 Penalty: 4837.177246
	Iteration 5Q: 3 clusters Score -1990894 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1991231.750000 Penalty: 4837.177246
	Iteration 6Q: 3 clusters Score -1991232 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1991541.500000 Penalty: 4837.177246
	Iteration 7Q: 3 clusters Score -1991542 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1991868.875000 Penalty: 4837.177246
	Iteration 8Q: 3 clusters Score -1991869 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1992235.500000 Penalty: 4837.177246
	Iteration 9Q: 3 clusters Score -1992236 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1992655.125000 Penalty: 4837.177246
	Iteration 10Q: 3 clusters Score -1992655 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1993153.500000 Penalty: 4837.177246
	Iteration 11Q: 3 clusters Score -1993154 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1993640.000000 Penalty: 4837.177246
	Iteration 12Q: 3 clusters Score -1993640 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1993961.375000 Penalty: 4837.177246
	Iteration 13Q: 3 clusters Score -1993961 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1994141.500000 Penalty: 4837.177246
	Iteration 14Q: 3 clusters Score -1994142 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1994237.625000 Penalty: 4837.177246
	Iteration 15Q: 3 clusters Score -1994238 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1994302.375000 Penalty: 4837.177246
	Iteration 16Q: 3 clusters Score -1994302 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1994358.125000 Penalty: 4837.177246
	Iteration 17Q: 3 clusters Score -1994358 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1994397.375000 Penalty: 4837.177246
	Iteration 18Q: 3 clusters Score -1994397 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1994449.250000 Penalty: 4837.177246
	Iteration 19Q: 3 clusters Score -1994449 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1994509.250000 Penalty: 4837.177246
	Iteration 20F: 3 clusters Score -1994509 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1994571.625000 Penalty: 4837.177246
	Iteration 21Q: 3 clusters Score -1994572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1994622.375000 Penalty: 4837.177246
	Iteration 22Q: 3 clusters Score -1994622 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1994683.750000 Penalty: 4837.177246
	Iteration 23Q: 3 clusters Score -1994684 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1994754.125000 Penalty: 4837.177246
	Iteration 24Q: 3 clusters Score -1994754 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1994800.500000 Penalty: 4837.177246
	Iteration 25Q: 3 clusters Score -1994800 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1994862.875000 Penalty: 4837.177246
	Iteration 26Q: 3 clusters Score -1994863 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1994917.250000 Penalty: 4837.177246
	Iteration 27Q: 3 clusters Score -1994917 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1994963.125000 Penalty: 4837.177246
	Iteration 28Q: 3 clusters Score -1994963 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1995009.500000 Penalty: 4837.177246
	Iteration 29Q: 3 clusters Score -1995010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1995058.500000 Penalty: 4837.177246
	Iteration 30Q: 3 clusters Score -1995058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1995104.750000 Penalty: 4837.177246
	Iteration 31Q: 3 clusters Score -1995105 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1995146.500000 Penalty: 4837.177246
	Iteration 32Q: 3 clusters Score -1995146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1995195.625000 Penalty: 4837.177246
	Iteration 33Q: 3 clusters Score -1995196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1995231.500000 Penalty: 4837.177246
	Iteration 34Q: 3 clusters Score -1995232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1995274.375000 Penalty: 4837.177246
	Iteration 35Q: 3 clusters Score -1995274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1995313.000000 Penalty: 4837.177246
	Iteration 36Q: 3 clusters Score -1995313 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1995352.375000 Penalty: 4837.177246
	Iteration 37Q: 3 clusters Score -1995352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1995385.500000 Penalty: 4837.177246
	Iteration 38Q: 3 clusters Score -1995386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1995429.375000 Penalty: 4837.177246
	Iteration 39Q: 3 clusters Score -1995429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1995466.500000 Penalty: 4837.177246
	Iteration 40F: 3 clusters Score -1995466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1995495.125000 Penalty: 4837.177246
	Iteration 41Q: 3 clusters Score -1995495 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1995522.000000 Penalty: 4837.177246
	Iteration 42Q: 3 clusters Score -1995522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1995547.375000 Penalty: 4837.177246
	Iteration 43Q: 3 clusters Score -1995547 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1995579.125000 Penalty: 4837.177246
	Iteration 44Q: 3 clusters Score -1995579 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1995604.750000 Penalty: 4837.177246
	Iteration 45Q: 3 clusters Score -1995605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1995624.375000 Penalty: 4837.177246
	Iteration 46Q: 3 clusters Score -1995624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1995642.125000 Penalty: 4837.177246
	Iteration 47Q: 3 clusters Score -1995642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1995664.375000 Penalty: 4837.177246
	Iteration 48Q: 3 clusters Score -1995664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1995682.750000 Penalty: 4837.177246
	Iteration 49Q: 3 clusters Score -1995683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1995699.500000 Penalty: 4837.177246
	Iteration 50Q: 3 clusters Score -1995700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1995713.375000 Penalty: 4837.177246
	Iteration 51Q: 3 clusters Score -1995713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1995734.500000 Penalty: 4837.177246
	Iteration 52Q: 3 clusters Score -1995734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1995748.250000 Penalty: 4837.177246
	Iteration 53Q: 3 clusters Score -1995748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1995761.125000 Penalty: 4837.177246
	Iteration 54Q: 3 clusters Score -1995761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1995782.250000 Penalty: 4837.177246
	Iteration 55Q: 3 clusters Score -1995782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1995802.125000 Penalty: 4837.177246
	Iteration 56Q: 3 clusters Score -1995802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1995824.250000 Penalty: 4837.177246
	Iteration 57Q: 3 clusters Score -1995824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1995840.125000 Penalty: 4837.177246
	Iteration 58Q: 3 clusters Score -1995840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1995861.125000 Penalty: 4837.177246
	Iteration 59Q: 3 clusters Score -1995861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1995875.000000 Penalty: 4837.177246
	Iteration 60F: 3 clusters Score -1995875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1995890.875000 Penalty: 4837.177246
	Iteration 61Q: 3 clusters Score -1995891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1995909.375000 Penalty: 4837.177246
	Iteration 62Q: 3 clusters Score -1995909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1995925.125000 Penalty: 4837.177246
	Iteration 63Q: 3 clusters Score -1995925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1995929.875000 Penalty: 4837.177246
	Iteration 64Q: 3 clusters Score -1995930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1995939.000000 Penalty: 4837.177246
	Iteration 65Q: 3 clusters Score -1995939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1995944.125000 Penalty: 4837.177246
	Iteration 66Q: 3 clusters Score -1995944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1995950.750000 Penalty: 4837.177246
	Iteration 67Q: 3 clusters Score -1995951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1995957.375000 Penalty: 4837.177246
	Iteration 68Q: 3 clusters Score -1995957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1995967.375000 Penalty: 4837.177246
	Iteration 69Q: 3 clusters Score -1995967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1995974.750000 Penalty: 4837.177246
	Iteration 70Q: 3 clusters Score -1995975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1995981.000000 Penalty: 4837.177246
	Iteration 71Q: 3 clusters Score -1995981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1995987.500000 Penalty: 4837.177246
	Iteration 72Q: 3 clusters Score -1995988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1995998.375000 Penalty: 4837.177246
	Iteration 73Q: 3 clusters Score -1995998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1996006.250000 Penalty: 4837.177246
	Iteration 74Q: 3 clusters Score -1996006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1996010.125000 Penalty: 4837.177246
	Iteration 75Q: 3 clusters Score -1996010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1996020.750000 Penalty: 4837.177246
	Iteration 76Q: 3 clusters Score -1996021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1996030.250000 Penalty: 4837.177246
	Iteration 77Q: 3 clusters Score -1996030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1996031.625000 Penalty: 4837.177246
	Iteration 78Q: 3 clusters Score -1996032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1996041.750000 Penalty: 4837.177246
	Iteration 79Q: 3 clusters Score -1996042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1996044.625000 Penalty: 4837.177246
	Iteration 80F: 3 clusters Score -1996045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1996051.375000 Penalty: 4837.177246
	Iteration 81Q: 3 clusters Score -1996051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1996065.250000 Penalty: 4837.177246
	Iteration 82Q: 3 clusters Score -1996065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1996064.500000 Penalty: 4837.177246
	Iteration 83Q: 3 clusters Score -1996064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1996072.500000 Penalty: 4837.177246
	Iteration 84Q: 3 clusters Score -1996072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1996081.375000 Penalty: 4837.177246
	Iteration 85Q: 3 clusters Score -1996081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1996081.000000 Penalty: 4837.177246
	Iteration 86Q: 3 clusters Score -1996081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1996085.125000 Penalty: 4837.177246
	Iteration 87Q: 3 clusters Score -1996085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1996083.750000 Penalty: 4837.177246
	Iteration 88Q: 3 clusters Score -1996084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1996084.750000 Penalty: 4837.177246
	Iteration 89Q: 3 clusters Score -1996085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1996086.750000 Penalty: 4837.177246
	Iteration 90Q: 3 clusters Score -1996087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1996087.625000 Penalty: 4837.177246
	Iteration 91Q: 3 clusters Score -1996088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1996087.750000 Penalty: 4837.177246
	Iteration 92Q: 3 clusters Score -1996088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1996087.750000 Penalty: 4837.177246
	Iteration 93Q: 3 clusters Score -1996088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1996087.500000 Penalty: 4837.177246
	Iteration 94Q: 3 clusters Score -1996088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1996087.500000 Penalty: 4837.177246
	Iteration 95F: 3 clusters Score -1996088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Entering Unmasked Estep 
Score: -2512005.250000 Penalty: 2472.809570
	Iteration 0F: 2 clusters Score -2512005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2497075.000000 Penalty: 4945.619141
	Iteration 0F: 3 clusters Score -2497075 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2502139.500000 Penalty: 4945.619141
	Iteration 1F: 3 clusters Score -2502140 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2502573.250000 Penalty: 4945.619141
	Iteration 2F: 3 clusters Score -2502573 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2502955.250000 Penalty: 4945.619141
	Iteration 3Q: 3 clusters Score -2502955 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2503274.500000 Penalty: 4945.619141
	Iteration 4Q: 3 clusters Score -2503274 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2503596.250000 Penalty: 4945.619141
	Iteration 5Q: 3 clusters Score -2503596 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2503989.250000 Penalty: 4945.619141
	Iteration 6Q: 3 clusters Score -2503989 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2504453.750000 Penalty: 4945.619141
	Iteration 7Q: 3 clusters Score -2504454 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2505048.500000 Penalty: 4945.619141
	Iteration 8Q: 3 clusters Score -2505048 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2505761.750000 Penalty: 4945.619141
	Iteration 9F: 3 clusters Score -2505762 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2506512.750000 Penalty: 4945.619141
	Iteration 10F: 3 clusters Score -2506513 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2507195.000000 Penalty: 4945.619141
	Iteration 11Q: 3 clusters Score -2507195 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2507738.000000 Penalty: 4945.619141
	Iteration 12Q: 3 clusters Score -2507738 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2508188.250000 Penalty: 4945.619141
	Iteration 13Q: 3 clusters Score -2508188 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2508551.000000 Penalty: 4945.619141
	Iteration 14Q: 3 clusters Score -2508551 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2508778.500000 Penalty: 4945.619141
	Iteration 15Q: 3 clusters Score -2508778 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2508925.500000 Penalty: 4945.619141
	Iteration 16Q: 3 clusters Score -2508926 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2509060.750000 Penalty: 4945.619141
	Iteration 17Q: 3 clusters Score -2509061 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2509166.000000 Penalty: 4945.619141
	Iteration 18Q: 3 clusters Score -2509166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2509273.250000 Penalty: 4945.619141
	Iteration 19Q: 3 clusters Score -2509273 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2509361.750000 Penalty: 4945.619141
	Iteration 20F: 3 clusters Score -2509362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2509440.750000 Penalty: 4945.619141
	Iteration 21Q: 3 clusters Score -2509441 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2509506.000000 Penalty: 4945.619141
	Iteration 22Q: 3 clusters Score -2509506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2509584.000000 Penalty: 4945.619141
	Iteration 23Q: 3 clusters Score -2509584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2509637.750000 Penalty: 4945.619141
	Iteration 24Q: 3 clusters Score -2509638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2509694.750000 Penalty: 4945.619141
	Iteration 25Q: 3 clusters Score -2509695 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2509742.250000 Penalty: 4945.619141
	Iteration 26Q: 3 clusters Score -2509742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2509764.750000 Penalty: 4945.619141
	Iteration 27Q: 3 clusters Score -2509765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2509793.000000 Penalty: 4945.619141
	Iteration 28Q: 3 clusters Score -2509793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2509815.250000 Penalty: 4945.619141
	Iteration 29Q: 3 clusters Score -2509815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2509836.250000 Penalty: 4945.619141
	Iteration 30Q: 3 clusters Score -2509836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2509849.750000 Penalty: 4945.619141
	Iteration 31Q: 3 clusters Score -2509850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2509862.250000 Penalty: 4945.619141
	Iteration 32Q: 3 clusters Score -2509862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2509868.000000 Penalty: 4945.619141
	Iteration 33Q: 3 clusters Score -2509868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2509875.250000 Penalty: 4945.619141
	Iteration 34Q: 3 clusters Score -2509875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2509879.750000 Penalty: 4945.619141
	Iteration 35Q: 3 clusters Score -2509880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2509881.500000 Penalty: 4945.619141
	Iteration 36Q: 3 clusters Score -2509882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2509888.000000 Penalty: 4945.619141
	Iteration 37Q: 3 clusters Score -2509888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2509890.000000 Penalty: 4945.619141
	Iteration 38Q: 3 clusters Score -2509890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2509890.000000 Penalty: 4945.619141
	Iteration 39Q: 3 clusters Score -2509890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2509890.500000 Penalty: 4945.619141
	Iteration 40F: 3 clusters Score -2509890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2509893.500000 Penalty: 4945.619141
	Iteration 41Q: 3 clusters Score -2509894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2509896.750000 Penalty: 4945.619141
	Iteration 42Q: 3 clusters Score -2509897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2509901.250000 Penalty: 4945.619141
	Iteration 43Q: 3 clusters Score -2509901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2509903.500000 Penalty: 4945.619141
	Iteration 44Q: 3 clusters Score -2509904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2509903.750000 Penalty: 4945.619141
	Iteration 45Q: 3 clusters Score -2509904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2509905.000000 Penalty: 4945.619141
	Iteration 46Q: 3 clusters Score -2509905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2509906.250000 Penalty: 4945.619141
	Iteration 47Q: 3 clusters Score -2509906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2509907.750000 Penalty: 4945.619141
	Iteration 48Q: 3 clusters Score -2509908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2509907.000000 Penalty: 4945.619141
	Iteration 49Q: 3 clusters Score -2509907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2509908.000000 Penalty: 4945.619141
	Iteration 50Q: 3 clusters Score -2509908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2509908.000000 Penalty: 4945.619141
	Iteration 51F: 3 clusters Score -2509908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Entering Unmasked Estep 
Score: -4082675.000000 Penalty: 2593.542480
	Iteration 0F: 2 clusters Score -4082675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4059186.000000 Penalty: 5187.084961
	Iteration 0F: 3 clusters Score -4059186 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4067501.750000 Penalty: 5187.084961
	Iteration 1F: 3 clusters Score -4067502 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4067882.250000 Penalty: 5187.084961
	Iteration 2Q: 3 clusters Score -4067882 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4068247.250000 Penalty: 5187.084961
	Iteration 3Q: 3 clusters Score -4068247 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4068584.250000 Penalty: 5187.084961
	Iteration 4Q: 3 clusters Score -4068584 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4068989.750000 Penalty: 5187.084961
	Iteration 5Q: 3 clusters Score -4068990 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4069496.750000 Penalty: 5187.084961
	Iteration 6Q: 3 clusters Score -4069497 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4070237.500000 Penalty: 5187.084961
	Iteration 7Q: 3 clusters Score -4070238 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4071312.250000 Penalty: 5187.084961
	Iteration 8F: 3 clusters Score -4071312 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -4072838.500000 Penalty: 5187.084961
	Iteration 9F: 3 clusters Score -4072838 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4074809.250000 Penalty: 5187.084961
	Iteration 10F: 3 clusters Score -4074809 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4076926.750000 Penalty: 5187.084961
	Iteration 11F: 3 clusters Score -4076927 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4078699.750000 Penalty: 5187.084961
	Iteration 12F: 3 clusters Score -4078700 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4079883.750000 Penalty: 5187.084961
	Iteration 13Q: 3 clusters Score -4079884 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4080500.500000 Penalty: 5187.084961
	Iteration 14Q: 3 clusters Score -4080500 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4080838.000000 Penalty: 5187.084961
	Iteration 15Q: 3 clusters Score -4080838 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4080993.250000 Penalty: 5187.084961
	Iteration 16Q: 3 clusters Score -4080993 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4081112.000000 Penalty: 5187.084961
	Iteration 17Q: 3 clusters Score -4081112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4081204.000000 Penalty: 5187.084961
	Iteration 18Q: 3 clusters Score -4081204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4081239.000000 Penalty: 5187.084961
	Iteration 19Q: 3 clusters Score -4081239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4081263.000000 Penalty: 5187.084961
	Iteration 20F: 3 clusters Score -4081263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4081280.250000 Penalty: 5187.084961
	Iteration 21Q: 3 clusters Score -4081280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4081286.250000 Penalty: 5187.084961
	Iteration 22Q: 3 clusters Score -4081286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4081288.500000 Penalty: 5187.084961
	Iteration 23Q: 3 clusters Score -4081288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4081294.250000 Penalty: 5187.084961
	Iteration 24Q: 3 clusters Score -4081294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4081300.000000 Penalty: 5187.084961
	Iteration 25Q: 3 clusters Score -4081300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4081298.250000 Penalty: 5187.084961
	Iteration 26Q: 3 clusters Score -4081298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4081297.750000 Penalty: 5187.084961
	Iteration 27Q: 3 clusters Score -4081298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4081304.750000 Penalty: 5187.084961
	Iteration 28Q: 3 clusters Score -4081305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4081302.000000 Penalty: 5187.084961
	Iteration 29Q: 3 clusters Score -4081302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4081303.000000 Penalty: 5187.084961
	Iteration 30Q: 3 clusters Score -4081303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4081303.750000 Penalty: 5187.084961
	Iteration 31Q: 3 clusters Score -4081304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4081305.000000 Penalty: 5187.084961
	Iteration 32Q: 3 clusters Score -4081305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4081303.750000 Penalty: 5187.084961
	Iteration 33Q: 3 clusters Score -4081304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4081304.250000 Penalty: 5187.084961
	Iteration 34Q: 3 clusters Score -4081304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4081304.000000 Penalty: 5187.084961
	Iteration 35Q: 3 clusters Score -4081304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4081304.000000 Penalty: 5187.084961
	Iteration 36F: 3 clusters Score -4081304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Entering Unmasked Estep 
Score: -2454981.000000 Penalty: 2490.542480
	Iteration 0F: 2 clusters Score -2454981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2438824.000000 Penalty: 4981.084961
	Iteration 0F: 3 clusters Score -2438824 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2444624.750000 Penalty: 4981.084961
	Iteration 1F: 3 clusters Score -2444625 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2445425.000000 Penalty: 4981.084961
	Iteration 2F: 3 clusters Score -2445425 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2446355.500000 Penalty: 4981.084961
	Iteration 3F: 3 clusters Score -2446356 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2447344.000000 Penalty: 4981.084961
	Iteration 4F: 3 clusters Score -2447344 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2448422.500000 Penalty: 4981.084961
	Iteration 5F: 3 clusters Score -2448422 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2449496.500000 Penalty: 4981.084961
	Iteration 6F: 3 clusters Score -2449496 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2450502.750000 Penalty: 4981.084961
	Iteration 7F: 3 clusters Score -2450503 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2451363.500000 Penalty: 4981.084961
	Iteration 8F: 3 clusters Score -2451364 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2451927.250000 Penalty: 4981.084961
	Iteration 9Q: 3 clusters Score -2451927 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2452234.500000 Penalty: 4981.084961
	Iteration 10Q: 3 clusters Score -2452234 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2452391.500000 Penalty: 4981.084961
	Iteration 11Q: 3 clusters Score -2452392 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2452509.000000 Penalty: 4981.084961
	Iteration 12Q: 3 clusters Score -2452509 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2452594.250000 Penalty: 4981.084961
	Iteration 13Q: 3 clusters Score -2452594 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2452662.500000 Penalty: 4981.084961
	Iteration 14Q: 3 clusters Score -2452662 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2452693.500000 Penalty: 4981.084961
	Iteration 15Q: 3 clusters Score -2452694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2452740.500000 Penalty: 4981.084961
	Iteration 16Q: 3 clusters Score -2452740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2452769.750000 Penalty: 4981.084961
	Iteration 17Q: 3 clusters Score -2452770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2452797.750000 Penalty: 4981.084961
	Iteration 18Q: 3 clusters Score -2452798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2452810.750000 Penalty: 4981.084961
	Iteration 19Q: 3 clusters Score -2452811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2452829.500000 Penalty: 4981.084961
	Iteration 20F: 3 clusters Score -2452830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2452839.750000 Penalty: 4981.084961
	Iteration 21Q: 3 clusters Score -2452840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2452851.750000 Penalty: 4981.084961
	Iteration 22Q: 3 clusters Score -2452852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2452862.500000 Penalty: 4981.084961
	Iteration 23Q: 3 clusters Score -2452862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2452873.250000 Penalty: 4981.084961
	Iteration 24Q: 3 clusters Score -2452873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2452883.750000 Penalty: 4981.084961
	Iteration 25Q: 3 clusters Score -2452884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2452883.750000 Penalty: 4981.084961
	Iteration 26Q: 3 clusters Score -2452884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2452897.500000 Penalty: 4981.084961
	Iteration 27Q: 3 clusters Score -2452898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2452906.250000 Penalty: 4981.084961
	Iteration 28Q: 3 clusters Score -2452906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2452913.750000 Penalty: 4981.084961
	Iteration 29Q: 3 clusters Score -2452914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2452922.000000 Penalty: 4981.084961
	Iteration 30Q: 3 clusters Score -2452922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2452923.000000 Penalty: 4981.084961
	Iteration 31Q: 3 clusters Score -2452923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2452940.750000 Penalty: 4981.084961
	Iteration 32Q: 3 clusters Score -2452941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2452938.000000 Penalty: 4981.084961
	Iteration 33Q: 3 clusters Score -2452938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2452935.750000 Penalty: 4981.084961
	Iteration 34Q: 3 clusters Score -2452936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2452944.750000 Penalty: 4981.084961
	Iteration 35Q: 3 clusters Score -2452945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2452948.250000 Penalty: 4981.084961
	Iteration 36Q: 3 clusters Score -2452948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2452967.750000 Penalty: 4981.084961
	Iteration 37Q: 3 clusters Score -2452968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2452975.500000 Penalty: 4981.084961
	Iteration 38Q: 3 clusters Score -2452976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2452985.750000 Penalty: 4981.084961
	Iteration 39Q: 3 clusters Score -2452986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2453001.000000 Penalty: 4981.084961
	Iteration 40F: 3 clusters Score -2453001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2453015.750000 Penalty: 4981.084961
	Iteration 41Q: 3 clusters Score -2453016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2453029.750000 Penalty: 4981.084961
	Iteration 42Q: 3 clusters Score -2453030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2453040.250000 Penalty: 4981.084961
	Iteration 43Q: 3 clusters Score -2453040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2453049.250000 Penalty: 4981.084961
	Iteration 44Q: 3 clusters Score -2453049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2453061.000000 Penalty: 4981.084961
	Iteration 45Q: 3 clusters Score -2453061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2453077.250000 Penalty: 4981.084961
	Iteration 46Q: 3 clusters Score -2453077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2453082.250000 Penalty: 4981.084961
	Iteration 47Q: 3 clusters Score -2453082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2453094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2453112.000000 Penalty: 4981.084961
	Iteration 49Q: 3 clusters Score -2453112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2453129.500000 Penalty: 4981.084961
	Iteration 50Q: 3 clusters Score -2453130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2453136.250000 Penalty: 4981.084961
	Iteration 51Q: 3 clusters Score -2453136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2453151.750000 Penalty: 4981.084961
	Iteration 52Q: 3 clusters Score -2453152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2453167.500000 Penalty: 4981.084961
	Iteration 53Q: 3 clusters Score -2453168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2453180.250000 Penalty: 4981.084961
	Iteration 54Q: 3 clusters Score -2453180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2453191.500000 Penalty: 4981.084961
	Iteration 55Q: 3 clusters Score -2453192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2453201.500000 Penalty: 4981.084961
	Iteration 56Q: 3 clusters Score -2453202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2453214.750000 Penalty: 4981.084961
	Iteration 57Q: 3 clusters Score -2453215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2453225.750000 Penalty: 4981.084961
	Iteration 58Q: 3 clusters Score -2453226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2453238.750000 Penalty: 4981.084961
	Iteration 59Q: 3 clusters Score -2453239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2453251.000000 Penalty: 4981.084961
	Iteration 60F: 3 clusters Score -2453251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2453265.750000 Penalty: 4981.084961
	Iteration 61Q: 3 clusters Score -2453266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2453269.000000 Penalty: 4981.084961
	Iteration 62Q: 3 clusters Score -2453269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2453289.000000 Penalty: 4981.084961
	Iteration 63Q: 3 clusters Score -2453289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2453289.500000 Penalty: 4981.084961
	Iteration 64Q: 3 clusters Score -2453290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2453300.500000 Penalty: 4981.084961
	Iteration 65Q: 3 clusters Score -2453300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2453310.250000 Penalty: 4981.084961
	Iteration 66Q: 3 clusters Score -2453310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2453317.250000 Penalty: 4981.084961
	Iteration 67Q: 3 clusters Score -2453317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2453323.000000 Penalty: 4981.084961
	Iteration 68Q: 3 clusters Score -2453323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2453334.750000 Penalty: 4981.084961
	Iteration 69Q: 3 clusters Score -2453335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2453342.000000 Penalty: 4981.084961
	Iteration 70Q: 3 clusters Score -2453342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2453356.000000 Penalty: 4981.084961
	Iteration 71Q: 3 clusters Score -2453356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2453362.250000 Penalty: 4981.084961
	Iteration 72Q: 3 clusters Score -2453362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2453372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2453381.750000 Penalty: 4981.084961
	Iteration 74Q: 3 clusters Score -2453382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2453388.750000 Penalty: 4981.084961
	Iteration 75Q: 3 clusters Score -2453389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2453403.250000 Penalty: 4981.084961
	Iteration 76Q: 3 clusters Score -2453403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2453414.250000 Penalty: 4981.084961
	Iteration 77Q: 3 clusters Score -2453414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2453431.250000 Penalty: 4981.084961
	Iteration 78Q: 3 clusters Score -2453431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2453441.500000 Penalty: 4981.084961
	Iteration 79Q: 3 clusters Score -2453442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2453470.000000 Penalty: 4981.084961
	Iteration 80F: 3 clusters Score -2453470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2453488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2453499.250000 Penalty: 4981.084961
	Iteration 82Q: 3 clusters Score -2453499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2453521.500000 Penalty: 4981.084961
	Iteration 83Q: 3 clusters Score -2453522 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2453543.250000 Penalty: 4981.084961
	Iteration 84Q: 3 clusters Score -2453543 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2453578.750000 Penalty: 4981.084961
	Iteration 85Q: 3 clusters Score -2453579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2453594.500000 Penalty: 4981.084961
	Iteration 86Q: 3 clusters Score -2453594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2453612.750000 Penalty: 4981.084961
	Iteration 87Q: 3 clusters Score -2453613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2453641.750000 Penalty: 4981.084961
	Iteration 88Q: 3 clusters Score -2453642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2453661.250000 Penalty: 4981.084961
	Iteration 89Q: 3 clusters Score -2453661 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2453679.250000 Penalty: 4981.084961
	Iteration 90Q: 3 clusters Score -2453679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2453706.750000 Penalty: 4981.084961
	Iteration 91Q: 3 clusters Score -2453707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2453727.500000 Penalty: 4981.084961
	Iteration 92Q: 3 clusters Score -2453728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2453748.750000 Penalty: 4981.084961
	Iteration 93Q: 3 clusters Score -2453749 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2453762.500000 Penalty: 4981.084961
	Iteration 94Q: 3 clusters Score -2453762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2453786 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2453811.000000 Penalty: 4981.084961
	Iteration 96Q: 3 clusters Score -2453811 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2453830.500000 Penalty: 4981.084961
	Iteration 97Q: 3 clusters Score -2453830 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2453865 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2453896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2453914.250000 Penalty: 4981.084961
	Iteration 100F: 3 clusters Score -2453914 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2453944.250000 Penalty: 4981.084961
	Iteration 101Q: 3 clusters Score -2453944 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2453969.000000 Penalty: 4981.084961
	Iteration 102Q: 3 clusters Score -2453969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2453997 nChanged 88
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2454010.000000 Penalty: 4981.084961
	Iteration 104Q: 3 clusters Score -2454010 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2454041.000000 Penalty: 4981.084961
	Iteration 105Q: 3 clusters Score -2454041 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2454065 nChanged 76
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2454090.750000 Penalty: 4981.084961
	Iteration 107Q: 3 clusters Score -2454091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2454142.000000 Penalty: 4981.084961
	Iteration 108Q: 3 clusters Score -2454142 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2454218.000000 Penalty: 4981.084961
	Iteration 109Q: 3 clusters Score -2454218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2454347.750000 Penalty: 4981.084961
	Iteration 110Q: 3 clusters Score -2454348 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2454542.750000 Penalty: 4981.084961
	Iteration 111Q: 3 clusters Score -2454543 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2454736.500000 Penalty: 4981.084961
	Iteration 112Q: 3 clusters Score -2454736 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2454845.500000 Penalty: 4981.084961
	Iteration 113Q: 3 clusters Score -2454846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2454912.500000 Penalty: 4981.084961
	Iteration 114Q: 3 clusters Score -2454912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2454972.500000 Penalty: 4981.084961
	Iteration 115Q: 3 clusters Score -2454972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2454993.750000 Penalty: 4981.084961
	Iteration 116Q: 3 clusters Score -2454994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2455014.750000 Penalty: 4981.084961
	Iteration 117Q: 3 clusters Score -2455015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2455019.250000 Penalty: 4981.084961
	Iteration 118Q: 3 clusters Score -2455019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2455028.000000 Penalty: 4981.084961
	Iteration 119Q: 3 clusters Score -2455028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2455023.250000 Penalty: 4981.084961
	Iteration 120F: 3 clusters Score -2455023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2455037.500000 Penalty: 4981.084961
	Iteration 121Q: 3 clusters Score -2455038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2455044.500000 Penalty: 4981.084961
	Iteration 122Q: 3 clusters Score -2455044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2455041.250000 Penalty: 4981.084961
	Iteration 123Q: 3 clusters Score -2455041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2455044.000000 Penalty: 4981.084961
	Iteration 124Q: 3 clusters Score -2455044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2455046.250000 Penalty: 4981.084961
	Iteration 125Q: 3 clusters Score -2455046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2455045.500000 Penalty: 4981.084961
	Iteration 126Q: 3 clusters Score -2455046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2455045.000000 Penalty: 4981.084961
	Iteration 127Q: 3 clusters Score -2455045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2455044.250000 Penalty: 4981.084961
	Iteration 128Q: 3 clusters Score -2455044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2455046.000000 Penalty: 4981.084961
	Iteration 129Q: 3 clusters Score -2455046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2455049.250000 Penalty: 4981.084961
	Iteration 130Q: 3 clusters Score -2455049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2455047.750000 Penalty: 4981.084961
	Iteration 131Q: 3 clusters Score -2455048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2455045.750000 Penalty: 4981.084961
	Iteration 132Q: 3 clusters Score -2455046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2455050.250000 Penalty: 4981.084961
	Iteration 133Q: 3 clusters Score -2455050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2455049.250000 Penalty: 4981.084961
	Iteration 134Q: 3 clusters Score -2455049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2455047.500000 Penalty: 4981.084961
	Iteration 135Q: 3 clusters Score -2455048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2455048.500000 Penalty: 4981.084961
	Iteration 136Q: 3 clusters Score -2455048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2455046.000000 Penalty: 4981.084961
	Iteration 137Q: 3 clusters Score -2455046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2455046.000000 Penalty: 4981.084961
	Iteration 138F: 3 clusters Score -2455046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175000 members 
Mstep: Class 3 contains 46659 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115347 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 34816 members 
Mstep: Class 14 contains 3644 members 
Mstep: Class 15 contains 41632 members 
Mstep: Class 16 contains 63557 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312633 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105258 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 19339 members 
Entering Unmasked Estep 
Score: -114582440.000000 Penalty: 92622.265625
Splitting cluster 14 changes total score from -114583136.000000 to -114582440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (41632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Entering Unmasked Estep 
Score: -4855842.500000 Penalty: 2637.882812
	Iteration 0F: 2 clusters Score -4855842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4827537.000000 Penalty: 5275.765625
	Iteration 0F: 3 clusters Score -4827537 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4837954.000000 Penalty: 5275.765625
	Iteration 1F: 3 clusters Score -4837954 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4838411.000000 Penalty: 5275.765625
	Iteration 2Q: 3 clusters Score -4838411 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4838783.000000 Penalty: 5275.765625
	Iteration 3Q: 3 clusters Score -4838783 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4839237.500000 Penalty: 5275.765625
	Iteration 4Q: 3 clusters Score -4839238 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4839779.500000 Penalty: 5275.765625
	Iteration 5Q: 3 clusters Score -4839780 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4840572.500000 Penalty: 5275.765625
	Iteration 6Q: 3 clusters Score -4840572 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -4841755.000000 Penalty: 5275.765625
	Iteration 7F: 3 clusters Score -4841755 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4843455.500000 Penalty: 5275.765625
	Iteration 8F: 3 clusters Score -4843456 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4845810.000000 Penalty: 5275.765625
	Iteration 9F: 3 clusters Score -4845810 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4848416.000000 Penalty: 5275.765625
	Iteration 10F: 3 clusters Score -4848416 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4850512.500000 Penalty: 5275.765625
	Iteration 11F: 3 clusters Score -4850512 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4851857.000000 Penalty: 5275.765625
	Iteration 12Q: 3 clusters Score -4851857 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4852610.500000 Penalty: 5275.765625
	Iteration 13Q: 3 clusters Score -4852610 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4852957.000000 Penalty: 5275.765625
	Iteration 14Q: 3 clusters Score -4852957 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4853226.500000 Penalty: 5275.765625
	Iteration 15Q: 3 clusters Score -4853226 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4853399.000000 Penalty: 5275.765625
	Iteration 16Q: 3 clusters Score -4853399 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4853508.500000 Penalty: 5275.765625
	Iteration 17Q: 3 clusters Score -4853508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4853582.500000 Penalty: 5275.765625
	Iteration 18Q: 3 clusters Score -4853582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4853645.000000 Penalty: 5275.765625
	Iteration 19Q: 3 clusters Score -4853645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4853688.000000 Penalty: 5275.765625
	Iteration 20F: 3 clusters Score -4853688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4853707.500000 Penalty: 5275.765625
	Iteration 21Q: 3 clusters Score -4853708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4853716.000000 Penalty: 5275.765625
	Iteration 22Q: 3 clusters Score -4853716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4853733.500000 Penalty: 5275.765625
	Iteration 23Q: 3 clusters Score -4853734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4853745.000000 Penalty: 5275.765625
	Iteration 24Q: 3 clusters Score -4853745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4853749.000000 Penalty: 5275.765625
	Iteration 25Q: 3 clusters Score -4853749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4853757.500000 Penalty: 5275.765625
	Iteration 26Q: 3 clusters Score -4853758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4853767.500000 Penalty: 5275.765625
	Iteration 27Q: 3 clusters Score -4853768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4853764.500000 Penalty: 5275.765625
	Iteration 28Q: 3 clusters Score -4853764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4853761.500000 Penalty: 5275.765625
	Iteration 29Q: 3 clusters Score -4853762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4853760.000000 Penalty: 5275.765625
	Iteration 30Q: 3 clusters Score -4853760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4853763.500000 Penalty: 5275.765625
	Iteration 31Q: 3 clusters Score -4853764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4853764.000000 Penalty: 5275.765625
	Iteration 32Q: 3 clusters Score -4853764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4853766.500000 Penalty: 5275.765625
	Iteration 33Q: 3 clusters Score -4853766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4853767.500000 Penalty: 5275.765625
	Iteration 34Q: 3 clusters Score -4853768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4853769.500000 Penalty: 5275.765625
	Iteration 35Q: 3 clusters Score -4853770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4853770.000000 Penalty: 5275.765625
	Iteration 36Q: 3 clusters Score -4853770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4853777.500000 Penalty: 5275.765625
	Iteration 37Q: 3 clusters Score -4853778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4853774.500000 Penalty: 5275.765625
	Iteration 38Q: 3 clusters Score -4853774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4853778.000000 Penalty: 5275.765625
	Iteration 39Q: 3 clusters Score -4853778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4853779.000000 Penalty: 5275.765625
	Iteration 40F: 3 clusters Score -4853779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4853779.500000 Penalty: 5275.765625
	Iteration 41Q: 3 clusters Score -4853780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4853782.000000 Penalty: 5275.765625
	Iteration 42Q: 3 clusters Score -4853782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4853782.000000 Penalty: 5275.765625
	Iteration 43Q: 3 clusters Score -4853782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4853783.500000 Penalty: 5275.765625
	Iteration 44Q: 3 clusters Score -4853784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4853783.500000 Penalty: 5275.765625
	Iteration 45F: 3 clusters Score -4853784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Entering Unmasked Estep 
Score: -7414561.500000 Penalty: 2742.803711
	Iteration 0F: 2 clusters Score -7414562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -7371960.500000 Penalty: 5485.607422
	Iteration 0F: 3 clusters Score -7371960 nChanged 29640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -7388514.000000 Penalty: 5485.607422
	Iteration 1F: 3 clusters Score -7388514 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -7389032.000000 Penalty: 5485.607422
	Iteration 2Q: 3 clusters Score -7389032 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7389629.500000 Penalty: 5485.607422
	Iteration 3Q: 3 clusters Score -7389630 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -7390304.500000 Penalty: 5485.607422
	Iteration 4Q: 3 clusters Score -7390304 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -7391410.500000 Penalty: 5485.607422
	Iteration 5Q: 3 clusters Score -7391410 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -7393349.000000 Penalty: 5485.607422
	Iteration 6F: 3 clusters Score -7393349 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -7396529.000000 Penalty: 5485.607422
	Iteration 7F: 3 clusters Score -7396529 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -7401196.500000 Penalty: 5485.607422
	Iteration 8F: 3 clusters Score -7401196 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7406277.500000 Penalty: 5485.607422
	Iteration 9F: 3 clusters Score -7406278 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -7409701.000000 Penalty: 5485.607422
	Iteration 10F: 3 clusters Score -7409701 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -7411271.500000 Penalty: 5485.607422
	Iteration 11Q: 3 clusters Score -7411272 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -7411745.500000 Penalty: 5485.607422
	Iteration 12Q: 3 clusters Score -7411746 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -7411932.500000 Penalty: 5485.607422
	Iteration 13Q: 3 clusters Score -7411932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -7411997.500000 Penalty: 5485.607422
	Iteration 14Q: 3 clusters Score -7411998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -7412027.500000 Penalty: 5485.607422
	Iteration 15Q: 3 clusters Score -7412028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -7412063.500000 Penalty: 5485.607422
	Iteration 16Q: 3 clusters Score -7412064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -7412087.000000 Penalty: 5485.607422
	Iteration 17Q: 3 clusters Score -7412087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -7412107.500000 Penalty: 5485.607422
	Iteration 18Q: 3 clusters Score -7412108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -7412107.500000 Penalty: 5485.607422
	Iteration 19Q: 3 clusters Score -7412108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -7412119.500000 Penalty: 5485.607422
	Iteration 20F: 3 clusters Score -7412120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -7412130.500000 Penalty: 5485.607422
	Iteration 21Q: 3 clusters Score -7412130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -7412136.000000 Penalty: 5485.607422
	Iteration 22Q: 3 clusters Score -7412136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -7412140.500000 Penalty: 5485.607422
	Iteration 23Q: 3 clusters Score -7412140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -7412150.000000 Penalty: 5485.607422
	Iteration 24Q: 3 clusters Score -7412150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -7412154.000000 Penalty: 5485.607422
	Iteration 25Q: 3 clusters Score -7412154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -7412154.000000 Penalty: 5485.607422
	Iteration 26F: 3 clusters Score -7412154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -49539.160156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -49539.16 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 250 members 
Entering Unmasked Estep 
Score: -48036.851562 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -48036.85 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48241.128906 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -48241.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48289.332031 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -48289.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48314.726562 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -48314.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48329.734375 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -48329.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48340.144531 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -48340.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48350.664062 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -48350.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48350.664062 Penalty: 3078.461670
	Iteration 7F: 3 clusters Score -48350.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -392792.875000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -392792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -389129.843750 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -389129.8 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -389941.281250 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -389941.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -390157.437500 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -390157.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -390290.281250 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -390290.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -390406.500000 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -390406.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -390488.500000 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -390488.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -390556.500000 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -390556.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -390632.656250 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -390632.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -390698.906250 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -390698.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -390768.750000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -390768.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -390833.500000 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -390833.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -390893.031250 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -390893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -390954.468750 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -390954.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -391003.468750 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -391003.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -391042.500000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -391042.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -391070.625000 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -391070.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -391100.562500 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -391100.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -391119.718750 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -391119.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -391140.062500 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -391140.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -391159.812500 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -391159.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -391171.843750 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -391171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -391182.812500 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -391182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -391188.187500 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -391188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -391193.687500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -391193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -391195.968750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -391196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -391199.312500 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -391199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -391199.968750 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -391200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -391202.281250 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -391202.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -391205.593750 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -391205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -391207.125000 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -391207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -391207.906250 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -391207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -391210.406250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -391210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -391211.656250 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -391211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -391213.843750 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -391213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -391214.062500 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -391214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -391215.125000 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -391215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -391215.312500 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -391215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -391216.687500 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -391216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -391216.000000 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -391216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -391217.562500 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -391217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -391218.562500 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -391218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -391220.500000 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -391220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -391223.531250 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -391223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -391223.468750 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -391223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -391225.093750 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -391225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -391225.093750 Penalty: 4063.652344
	Iteration 45F: 3 clusters Score -391225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -90998.687500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -90998.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89205.210938 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -89205.21 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89438.601562 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -89438.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89503.484375 Penalty: 3342.123535
	Iteration 2Q: 3 clusters Score -89503.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89545.968750 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -89545.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89560.296875 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -89560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89567.703125 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -89567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89570.171875 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -89570.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89571.148438 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -89571.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89571.414062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -89571.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89571.414062 Penalty: 3342.123535
	Iteration 9F: 3 clusters Score -89571.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -47665.183594 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -47665.18 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 247 members 
Entering Unmasked Estep 
Score: -46206.433594 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46206.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46369.054688 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46369.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46401.597656 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46401.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46413.421875 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46413.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46413.421875 Penalty: 3037.843018
	Iteration 4F: 3 clusters Score -46413.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (312633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312633 members 
Entering Unmasked Estep 
Score: -35752876.000000 Penalty: 3137.890869
	Iteration 0F: 2 clusters Score -3.575288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -35556572.000000 Penalty: 6275.781738
	Iteration 0F: 3 clusters Score -3.555657e+07 nChanged 151473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -35644984.000000 Penalty: 6275.781738
	Iteration 1F: 3 clusters Score -3.564498e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 156101 members 
Entering Unmasked Estep 
Score: -35645952.000000 Penalty: 6275.781738
	Iteration 2Q: 3 clusters Score -3.564595e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -35647036.000000 Penalty: 6275.781738
	Iteration 3Q: 3 clusters Score -3.564704e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -35648248.000000 Penalty: 6275.781738
	Iteration 4Q: 3 clusters Score -3.564825e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 155225 members 
Entering Unmasked Estep 
Score: -35649344.000000 Penalty: 6275.781738
	Iteration 5Q: 3 clusters Score -3.564934e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -35650640.000000 Penalty: 6275.781738
	Iteration 6Q: 3 clusters Score -3.565064e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159036 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -35652252.000000 Penalty: 6275.781738
	Iteration 7Q: 3 clusters Score -3.565225e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160584 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -35653784.000000 Penalty: 6275.781738
	Iteration 8Q: 3 clusters Score -3.565378e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162964 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -35655924.000000 Penalty: 6275.781738
	Iteration 9Q: 3 clusters Score -3.565592e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166580 members 
Mstep: Class 2 contains 146053 members 
Entering Unmasked Estep 
Score: -35658580.000000 Penalty: 6275.781738
	Iteration 10Q: 3 clusters Score -3.565858e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -35662056.000000 Penalty: 6275.781738
	Iteration 11Q: 3 clusters Score -3.566206e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180058 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -35666932.000000 Penalty: 6275.781738
	Iteration 12Q: 3 clusters Score -3.566693e+07 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191361 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -35673616.000000 Penalty: 6275.781738
	Iteration 13Q: 3 clusters Score -3.567362e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206413 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -35683648.000000 Penalty: 6275.781738
	Iteration 14F: 3 clusters Score -3.568365e+07 nChanged 19166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224675 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -35696676.000000 Penalty: 6275.781738
	Iteration 15F: 3 clusters Score -3.569668e+07 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244209 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -35711044.000000 Penalty: 6275.781738
	Iteration 16F: 3 clusters Score -3.571104e+07 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262498 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -35723976.000000 Penalty: 6275.781738
	Iteration 17F: 3 clusters Score -3.572398e+07 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277749 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -35734024.000000 Penalty: 6275.781738
	Iteration 18Q: 3 clusters Score -3.573402e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289610 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -35741620.000000 Penalty: 6275.781738
	Iteration 19Q: 3 clusters Score -3.574162e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298178 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -35745332.000000 Penalty: 6275.781738
	Iteration 20F: 3 clusters Score -3.574533e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303907 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -35747276.000000 Penalty: 6275.781738
	Iteration 21Q: 3 clusters Score -3.574728e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307409 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -35748400.000000 Penalty: 6275.781738
	Iteration 22Q: 3 clusters Score -3.57484e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309450 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -35749284.000000 Penalty: 6275.781738
	Iteration 23Q: 3 clusters Score -3.574928e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310567 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -35749652.000000 Penalty: 6275.781738
	Iteration 24Q: 3 clusters Score -3.574965e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311181 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -35749908.000000 Penalty: 6275.781738
	Iteration 25Q: 3 clusters Score -3.574991e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311510 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -35750076.000000 Penalty: 6275.781738
	Iteration 26Q: 3 clusters Score -3.575008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311713 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -35750236.000000 Penalty: 6275.781738
	Iteration 27Q: 3 clusters Score -3.575024e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311816 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -35750304.000000 Penalty: 6275.781738
	Iteration 28Q: 3 clusters Score -3.57503e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311879 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -35750336.000000 Penalty: 6275.781738
	Iteration 29Q: 3 clusters Score -3.575034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311943 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -35750336.000000 Penalty: 6275.781738
	Iteration 30Q: 3 clusters Score -3.575034e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311987 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -35750320.000000 Penalty: 6275.781738
	Iteration 31Q: 3 clusters Score -3.575032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312016 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35750380.000000 Penalty: 6275.781738
	Iteration 32Q: 3 clusters Score -3.575038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312036 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -35750412.000000 Penalty: 6275.781738
	Iteration 33Q: 3 clusters Score -3.575041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312044 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -35750396.000000 Penalty: 6275.781738
	Iteration 34Q: 3 clusters Score -3.57504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312047 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -35750392.000000 Penalty: 6275.781738
	Iteration 35Q: 3 clusters Score -3.575039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312049 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -35750388.000000 Penalty: 6275.781738
	Iteration 36Q: 3 clusters Score -3.575039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312052 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35750400.000000 Penalty: 6275.781738
	Iteration 37Q: 3 clusters Score -3.57504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312056 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -35750396.000000 Penalty: 6275.781738
	Iteration 38Q: 3 clusters Score -3.57504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312061 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -35750384.000000 Penalty: 6275.781738
	Iteration 39Q: 3 clusters Score -3.575038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312063 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -35750392.000000 Penalty: 6275.781738
	Iteration 40F: 3 clusters Score -3.575039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312064 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -35750416.000000 Penalty: 6275.781738
	Iteration 41Q: 3 clusters Score -3.575042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312064 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -35750416.000000 Penalty: 6275.781738
	Iteration 42F: 3 clusters Score -3.575042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -13392.445312 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -13392.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12430.814453 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -12430.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12458.773438 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -12458.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12458.773438 Penalty: 2491.844727
	Iteration 2F: 3 clusters Score -12458.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -65842.687500 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -65842.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64310.835938 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -64310.84 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64635.468750 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -64635.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64780.886719 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -64780.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64876.593750 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -64876.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64961.582031 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -64961.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65046.910156 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -65046.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65175.652344 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -65175.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -65292.820312 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -65292.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65333.355469 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -65333.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65359.820312 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -65359.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -65387.449219 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -65387.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65396.308594 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -65396.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65400.667969 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -65400.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65400.667969 Penalty: 3223.147949
	Iteration 13F: 3 clusters Score -65400.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (105258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Entering Unmasked Estep 
Score: -12158401.000000 Penalty: 2867.914062
	Iteration 0F: 2 clusters Score -1.21584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -12087601.000000 Penalty: 5735.828125
	Iteration 0F: 3 clusters Score -1.20876e+07 nChanged 49779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -12116722.000000 Penalty: 5735.828125
	Iteration 1F: 3 clusters Score -1.211672e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -12118089.000000 Penalty: 5735.828125
	Iteration 2Q: 3 clusters Score -1.211809e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -12120125.000000 Penalty: 5735.828125
	Iteration 3Q: 3 clusters Score -1.212012e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -12122958.000000 Penalty: 5735.828125
	Iteration 4F: 3 clusters Score -1.212296e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -12126566.000000 Penalty: 5735.828125
	Iteration 5F: 3 clusters Score -1.212657e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -12131299.000000 Penalty: 5735.828125
	Iteration 6F: 3 clusters Score -1.21313e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -12136166.000000 Penalty: 5735.828125
	Iteration 7F: 3 clusters Score -1.213617e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -12140642.000000 Penalty: 5735.828125
	Iteration 8F: 3 clusters Score -1.214064e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -12144532.000000 Penalty: 5735.828125
	Iteration 9Q: 3 clusters Score -1.214453e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -12147890.000000 Penalty: 5735.828125
	Iteration 10Q: 3 clusters Score -1.214789e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -12150648.000000 Penalty: 5735.828125
	Iteration 11Q: 3 clusters Score -1.215065e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -12152467.000000 Penalty: 5735.828125
	Iteration 12Q: 3 clusters Score -1.215247e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -12153557.000000 Penalty: 5735.828125
	Iteration 13Q: 3 clusters Score -1.215356e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -12154208.000000 Penalty: 5735.828125
	Iteration 14Q: 3 clusters Score -1.215421e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -12154718.000000 Penalty: 5735.828125
	Iteration 15Q: 3 clusters Score -1.215472e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -12155070.000000 Penalty: 5735.828125
	Iteration 16Q: 3 clusters Score -1.215507e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -12155371.000000 Penalty: 5735.828125
	Iteration 17Q: 3 clusters Score -1.215537e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101555 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -12155591.000000 Penalty: 5735.828125
	Iteration 18Q: 3 clusters Score -1.215559e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -12155760.000000 Penalty: 5735.828125
	Iteration 19Q: 3 clusters Score -1.215576e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -12155864.000000 Penalty: 5735.828125
	Iteration 20F: 3 clusters Score -1.215586e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -12155961.000000 Penalty: 5735.828125
	Iteration 21Q: 3 clusters Score -1.215596e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -12156033.000000 Penalty: 5735.828125
	Iteration 22Q: 3 clusters Score -1.215603e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12156043.000000 Penalty: 5735.828125
	Iteration 23Q: 3 clusters Score -1.215604e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12156109.000000 Penalty: 5735.828125
	Iteration 24Q: 3 clusters Score -1.215611e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -12156121.000000 Penalty: 5735.828125
	Iteration 25Q: 3 clusters Score -1.215612e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -12156146.000000 Penalty: 5735.828125
	Iteration 26Q: 3 clusters Score -1.215615e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12156184.000000 Penalty: 5735.828125
	Iteration 27Q: 3 clusters Score -1.215618e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -12156181.000000 Penalty: 5735.828125
	Iteration 28Q: 3 clusters Score -1.215618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -12156195.000000 Penalty: 5735.828125
	Iteration 29Q: 3 clusters Score -1.21562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -12156209.000000 Penalty: 5735.828125
	Iteration 30Q: 3 clusters Score -1.215621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12156189.000000 Penalty: 5735.828125
	Iteration 31Q: 3 clusters Score -1.215619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12156231.000000 Penalty: 5735.828125
	Iteration 32Q: 3 clusters Score -1.215623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -12156239.000000 Penalty: 5735.828125
	Iteration 33Q: 3 clusters Score -1.215624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12156242.000000 Penalty: 5735.828125
	Iteration 34Q: 3 clusters Score -1.215624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12156259.000000 Penalty: 5735.828125
	Iteration 35Q: 3 clusters Score -1.215626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12156267.000000 Penalty: 5735.828125
	Iteration 36Q: 3 clusters Score -1.215627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12156253.000000 Penalty: 5735.828125
	Iteration 37Q: 3 clusters Score -1.215625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12156271.000000 Penalty: 5735.828125
	Iteration 38Q: 3 clusters Score -1.215627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12156278.000000 Penalty: 5735.828125
	Iteration 39Q: 3 clusters Score -1.215628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12156286.000000 Penalty: 5735.828125
	Iteration 40F: 3 clusters Score -1.215629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -12156287.000000 Penalty: 5735.828125
	Iteration 41Q: 3 clusters Score -1.215629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12156289.000000 Penalty: 5735.828125
	Iteration 42Q: 3 clusters Score -1.215629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12156292.000000 Penalty: 5735.828125
	Iteration 43Q: 3 clusters Score -1.215629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12156292.000000 Penalty: 5735.828125
	Iteration 44Q: 3 clusters Score -1.215629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12156292.000000 Penalty: 5735.828125
	Iteration 45F: 3 clusters Score -1.215629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -67786.804688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -67786.8 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 337 members 
Entering Unmasked Estep 
Score: -66066.289062 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -66066.29 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66278.640625 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -66278.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66338.750000 Penalty: 3233.497070
	Iteration 2Q: 3 clusters Score -66338.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66379.914062 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -66379.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66404.140625 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -66404.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66426.765625 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -66426.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66447.304688 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -66447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66460.078125 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -66460.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66490.570312 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -66490.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66508.226562 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -66508.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66518.750000 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -66518.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66532.093750 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -66532.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66542.718750 Penalty: 3233.497070
	Iteration 12Q: 3 clusters Score -66542.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66569.281250 Penalty: 3233.497070
	Iteration 13Q: 3 clusters Score -66569.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66610.906250 Penalty: 3233.497070
	Iteration 14Q: 3 clusters Score -66610.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66639.320312 Penalty: 3233.497070
	Iteration 15Q: 3 clusters Score -66639.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66655.296875 Penalty: 3233.497070
	Iteration 16Q: 3 clusters Score -66655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66682.062500 Penalty: 3233.497070
	Iteration 17Q: 3 clusters Score -66682.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66712.773438 Penalty: 3233.497070
	Iteration 18Q: 3 clusters Score -66712.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66741.421875 Penalty: 3233.497070
	Iteration 19Q: 3 clusters Score -66741.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66770.070312 Penalty: 3233.497070
	Iteration 20F: 3 clusters Score -66770.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66792.640625 Penalty: 3233.497070
	Iteration 21Q: 3 clusters Score -66792.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66808.914062 Penalty: 3233.497070
	Iteration 22Q: 3 clusters Score -66808.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66828.718750 Penalty: 3233.497070
	Iteration 23Q: 3 clusters Score -66828.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66845.734375 Penalty: 3233.497070
	Iteration 24Q: 3 clusters Score -66845.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66872.054688 Penalty: 3233.497070
	Iteration 25Q: 3 clusters Score -66872.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66894.578125 Penalty: 3233.497070
	Iteration 26Q: 3 clusters Score -66894.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66911.546875 Penalty: 3233.497070
	Iteration 27Q: 3 clusters Score -66911.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66923.804688 Penalty: 3233.497070
	Iteration 28Q: 3 clusters Score -66923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66928.726562 Penalty: 3233.497070
	Iteration 29Q: 3 clusters Score -66928.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66934.882812 Penalty: 3233.497070
	Iteration 30Q: 3 clusters Score -66934.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66938.375000 Penalty: 3233.497070
	Iteration 31Q: 3 clusters Score -66938.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66938.375000 Penalty: 3233.497070
	Iteration 32F: 3 clusters Score -66938.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -71801.046875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -71801.05 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 359 members 
Entering Unmasked Estep 
Score: -70085.039062 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -70085.04 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70343.218750 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -70343.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70427.429688 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -70427.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70471.703125 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -70471.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70547.125000 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -70547.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70633.750000 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -70633.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70689.023438 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -70689.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70757.773438 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -70757.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70807.554688 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -70807.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70852.976562 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -70852.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70892.234375 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -70892.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70944.937500 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -70944.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70991.929688 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -70991.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71028.320312 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -71028.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71050.031250 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -71050.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71078.890625 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -71078.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71102.734375 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -71102.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71118.304688 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -71118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71137.703125 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -71137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71159.195312 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -71159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71192.046875 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -71192.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71210.476562 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -71210.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71219.585938 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -71219.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71225.906250 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -71225.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71227.304688 Penalty: 3254.972412
	Iteration 24Q: 3 clusters Score -71227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71232.531250 Penalty: 3254.972412
	Iteration 25Q: 3 clusters Score -71232.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71237.937500 Penalty: 3254.972412
	Iteration 26Q: 3 clusters Score -71237.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71237.937500 Penalty: 3254.972412
	Iteration 27F: 3 clusters Score -71237.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175000 members 
Mstep: Class 3 contains 46659 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115347 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 34816 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41632 members 
Mstep: Class 16 contains 63557 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312633 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105258 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583120.000000 Penalty: 89191.812500
Iteration 199Q: 27 clusters Score -1.145831e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175010 members 
Mstep: Class 3 contains 46660 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115323 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 34817 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41646 members 
Mstep: Class 16 contains 63559 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312639 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105245 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583104.000000 Penalty: 89191.812500
Iteration 200F: 27 clusters Score -1.145831e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175016 members 
Mstep: Class 3 contains 46662 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115291 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 34819 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41669 members 
Mstep: Class 16 contains 63561 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312649 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105232 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583120.000000 Penalty: 89191.812500
Iteration 201Q: 27 clusters Score -1.145831e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175024 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115258 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41689 members 
Mstep: Class 16 contains 63562 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312662 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105221 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583144.000000 Penalty: 89191.812500
Iteration 202Q: 27 clusters Score -1.145831e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175036 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33238 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115225 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 34823 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41701 members 
Mstep: Class 16 contains 63564 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312672 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105215 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583160.000000 Penalty: 89191.812500
Iteration 203Q: 27 clusters Score -1.145832e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175051 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 115186 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 34825 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41712 members 
Mstep: Class 16 contains 63563 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312689 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105209 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583248.000000 Penalty: 89191.812500
Iteration 204Q: 27 clusters Score -1.145832e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175057 members 
Mstep: Class 3 contains 46668 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 115151 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21399 members 
Mstep: Class 13 contains 34826 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41725 members 
Mstep: Class 16 contains 63562 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312707 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105204 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583280.000000 Penalty: 89191.812500
Iteration 205Q: 27 clusters Score -1.145833e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175063 members 
Mstep: Class 3 contains 46669 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33238 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115114 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21401 members 
Mstep: Class 13 contains 34830 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 63563 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312724 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105196 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583216.000000 Penalty: 89191.812500
Iteration 206Q: 27 clusters Score -1.145832e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175075 members 
Mstep: Class 3 contains 46668 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 115072 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21404 members 
Mstep: Class 13 contains 34832 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 41750 members 
Mstep: Class 16 contains 63565 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312740 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105191 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583296.000000 Penalty: 89191.812500
Iteration 207Q: 27 clusters Score -1.145833e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175084 members 
Mstep: Class 3 contains 46666 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33241 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 115027 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21404 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41769 members 
Mstep: Class 16 contains 63569 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312751 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105186 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583192.000000 Penalty: 89191.812500
Iteration 208Q: 27 clusters Score -1.145832e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175089 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33245 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114989 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 34841 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 41787 members 
Mstep: Class 16 contains 63570 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312760 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105182 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583104.000000 Penalty: 89191.812500
Iteration 209Q: 27 clusters Score -1.145831e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175098 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33249 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114956 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 34845 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41799 members 
Mstep: Class 16 contains 63571 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312770 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105175 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583232.000000 Penalty: 89191.812500
Iteration 210Q: 27 clusters Score -1.145832e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175099 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114934 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21406 members 
Mstep: Class 13 contains 34847 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 41816 members 
Mstep: Class 16 contains 63574 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312772 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105167 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 211Q: 27 clusters Score -1.145831e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175101 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33252 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114909 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 34848 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41827 members 
Mstep: Class 16 contains 63576 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312777 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105165 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583280.000000 Penalty: 89191.812500
Iteration 212Q: 27 clusters Score -1.145833e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175104 members 
Mstep: Class 3 contains 46666 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114887 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 34847 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41839 members 
Mstep: Class 16 contains 63577 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312786 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105161 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583208.000000 Penalty: 89191.812500
Iteration 213Q: 27 clusters Score -1.145832e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175106 members 
Mstep: Class 3 contains 46669 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114866 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 34849 members 
Mstep: Class 14 contains 22988 members 
Mstep: Class 15 contains 41856 members 
Mstep: Class 16 contains 63578 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312789 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105155 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583152.000000 Penalty: 89191.812500
Iteration 214Q: 27 clusters Score -1.145832e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175110 members 
Mstep: Class 3 contains 46670 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 114844 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 34851 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41875 members 
Mstep: Class 16 contains 63578 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312790 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105150 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583232.000000 Penalty: 89191.812500
Iteration 215Q: 27 clusters Score -1.145832e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175115 members 
Mstep: Class 3 contains 46671 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 114814 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 34854 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41901 members 
Mstep: Class 16 contains 63577 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312789 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105144 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583184.000000 Penalty: 89191.812500
Iteration 216Q: 27 clusters Score -1.145832e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175120 members 
Mstep: Class 3 contains 46673 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 114787 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 34855 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41912 members 
Mstep: Class 16 contains 63579 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312795 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105141 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 217Q: 27 clusters Score -1.145832e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175119 members 
Mstep: Class 3 contains 46676 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114758 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 34856 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 41924 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312810 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105137 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583200.000000 Penalty: 89191.812500
Iteration 218Q: 27 clusters Score -1.145832e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175122 members 
Mstep: Class 3 contains 46677 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114738 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 34856 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41934 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312816 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105134 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583200.000000 Penalty: 89191.812500
Iteration 219Q: 27 clusters Score -1.145832e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175127 members 
Mstep: Class 3 contains 46679 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114716 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 34857 members 
Mstep: Class 14 contains 22989 members 
Mstep: Class 15 contains 41951 members 
Mstep: Class 16 contains 63583 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312811 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105131 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 220F: 27 clusters Score -1.145831e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175136 members 
Mstep: Class 3 contains 46680 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114704 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 34860 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 41967 members 
Mstep: Class 16 contains 63584 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312800 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105128 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583096.000000 Penalty: 89191.812500
Iteration 221Q: 27 clusters Score -1.145831e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175142 members 
Mstep: Class 3 contains 46683 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33252 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114686 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 34865 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 41981 members 
Mstep: Class 16 contains 63585 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312795 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105126 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583168.000000 Penalty: 89191.812500
Iteration 222Q: 27 clusters Score -1.145832e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175150 members 
Mstep: Class 3 contains 46683 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114669 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 34865 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 41992 members 
Mstep: Class 16 contains 63585 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312799 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105120 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 223Q: 27 clusters Score -1.145831e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175153 members 
Mstep: Class 3 contains 46684 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114651 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 34865 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42002 members 
Mstep: Class 16 contains 63585 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312805 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105118 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 224Q: 27 clusters Score -1.145831e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175157 members 
Mstep: Class 3 contains 46686 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33253 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114637 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 34864 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42009 members 
Mstep: Class 16 contains 63586 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312805 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105117 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583192.000000 Penalty: 89191.812500
Iteration 225Q: 27 clusters Score -1.145832e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175160 members 
Mstep: Class 3 contains 46687 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33255 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114628 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 34864 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42011 members 
Mstep: Class 16 contains 63586 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312807 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105114 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583216.000000 Penalty: 89191.812500
Iteration 226Q: 27 clusters Score -1.145832e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175162 members 
Mstep: Class 3 contains 46688 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114623 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 34864 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 42012 members 
Mstep: Class 16 contains 63586 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312807 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105113 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583192.000000 Penalty: 89191.812500
Iteration 227Q: 27 clusters Score -1.145832e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175162 members 
Mstep: Class 3 contains 46688 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114615 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34866 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42015 members 
Mstep: Class 16 contains 63586 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312809 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105113 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583200.000000 Penalty: 89191.812500
Iteration 228Q: 27 clusters Score -1.145832e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175162 members 
Mstep: Class 3 contains 46688 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114604 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34867 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 63586 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312814 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105113 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583160.000000 Penalty: 89191.812500
Iteration 229Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175163 members 
Mstep: Class 3 contains 46689 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33256 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114593 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34867 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 42023 members 
Mstep: Class 16 contains 63587 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312820 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105111 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583104.000000 Penalty: 89191.812500
Iteration 230Q: 27 clusters Score -1.145831e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175171 members 
Mstep: Class 3 contains 46690 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33261 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114580 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34868 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 42028 members 
Mstep: Class 16 contains 63588 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312815 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105108 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583056.000000 Penalty: 89191.812500
Iteration 231Q: 27 clusters Score -1.145831e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175178 members 
Mstep: Class 3 contains 46690 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114574 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34872 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42029 members 
Mstep: Class 16 contains 63587 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312811 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105106 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583064.000000 Penalty: 89191.812500
Iteration 232Q: 27 clusters Score -1.145831e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175181 members 
Mstep: Class 3 contains 46691 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114566 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34875 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42033 members 
Mstep: Class 16 contains 63586 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312814 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105101 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583104.000000 Penalty: 89191.812500
Iteration 233Q: 27 clusters Score -1.145831e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175191 members 
Mstep: Class 3 contains 46691 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114559 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34880 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42037 members 
Mstep: Class 16 contains 63585 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312808 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105096 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583176.000000 Penalty: 89191.812500
Iteration 234Q: 27 clusters Score -1.145832e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175193 members 
Mstep: Class 3 contains 46692 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114550 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42044 members 
Mstep: Class 16 contains 63584 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312809 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105093 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583216.000000 Penalty: 89191.812500
Iteration 235Q: 27 clusters Score -1.145832e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175197 members 
Mstep: Class 3 contains 46692 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114538 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 34881 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42051 members 
Mstep: Class 16 contains 63583 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312815 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105090 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 236Q: 27 clusters Score -1.145831e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175198 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114526 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34883 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42057 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312822 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105086 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583088.000000 Penalty: 89191.812500
Iteration 237Q: 27 clusters Score -1.145831e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175203 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114516 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42064 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312827 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105081 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 238Q: 27 clusters Score -1.145831e+08 nChanged 24
Entering ConstructFrom: 
Score: -114583072.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -749736.812500 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -749736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -744377.625000 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -744377.6 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -745667.500000 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -745667.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -745900.312500 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -745900.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -746069.562500 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -746069.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -746223.250000 Penalty: 4352.519531
	Iteration 4Q: 3 clusters Score -746223.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -746401.375000 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -746401.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -746613.875000 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -746613.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -746868.687500 Penalty: 4352.519531
	Iteration 7F: 3 clusters Score -746868.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -747147.250000 Penalty: 4352.519531
	Iteration 8F: 3 clusters Score -747147.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -747471.687500 Penalty: 4352.519531
	Iteration 9F: 3 clusters Score -747471.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -747727.687500 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -747727.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -747935.437500 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -747935.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -748080.500000 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -748080.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -748169.187500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -748169.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -748206.937500 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -748206.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -748230.500000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -748230.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -748241.062500 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -748241.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -748252.625000 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -748252.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -748259.500000 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -748259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -748265.562500 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -748265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -748268.437500 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -748268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -748273.250000 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -748273.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -748281.437500 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -748281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -748284.062500 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -748284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -748282.875000 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -748282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -748284.250000 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -748284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -748286.937500 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -748286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -748287.187500 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -748287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -748286.687500 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -748286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -748287.500000 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -748287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -748287.500000 Penalty: 4352.519531
	Iteration 30F: 3 clusters Score -748287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175208 members 
Entering Unmasked Estep 
Score: -20150702.000000 Penalty: 2994.284912
	Iteration 0F: 2 clusters Score -2.01507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -20036660.000000 Penalty: 5988.569824
	Iteration 0F: 3 clusters Score -2.003666e+07 nChanged 83856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -20085274.000000 Penalty: 5988.569824
	Iteration 1F: 3 clusters Score -2.008527e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -20086386.000000 Penalty: 5988.569824
	Iteration 2Q: 3 clusters Score -2.008639e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -20088048.000000 Penalty: 5988.569824
	Iteration 3Q: 3 clusters Score -2.008805e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -20090808.000000 Penalty: 5988.569824
	Iteration 4Q: 3 clusters Score -2.009081e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109805 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -20095476.000000 Penalty: 5988.569824
	Iteration 5F: 3 clusters Score -2.009548e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -20103832.000000 Penalty: 5988.569824
	Iteration 6F: 3 clusters Score -2.010383e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134318 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -20115686.000000 Penalty: 5988.569824
	Iteration 7F: 3 clusters Score -2.011569e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -20128356.000000 Penalty: 5988.569824
	Iteration 8F: 3 clusters Score -2.012836e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -20138000.000000 Penalty: 5988.569824
	Iteration 9F: 3 clusters Score -2.0138e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165205 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -20143510.000000 Penalty: 5988.569824
	Iteration 10Q: 3 clusters Score -2.014351e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168779 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -20146178.000000 Penalty: 5988.569824
	Iteration 11Q: 3 clusters Score -2.014618e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -20147522.000000 Penalty: 5988.569824
	Iteration 12Q: 3 clusters Score -2.014752e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -20148124.000000 Penalty: 5988.569824
	Iteration 13Q: 3 clusters Score -2.014812e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -20148348.000000 Penalty: 5988.569824
	Iteration 14Q: 3 clusters Score -2.014835e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -20148480.000000 Penalty: 5988.569824
	Iteration 15Q: 3 clusters Score -2.014848e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172285 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -20148606.000000 Penalty: 5988.569824
	Iteration 16Q: 3 clusters Score -2.014861e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -20148690.000000 Penalty: 5988.569824
	Iteration 17Q: 3 clusters Score -2.014869e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172649 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20148696.000000 Penalty: 5988.569824
	Iteration 18Q: 3 clusters Score -2.01487e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -20148778.000000 Penalty: 5988.569824
	Iteration 19Q: 3 clusters Score -2.014878e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172879 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -20148774.000000 Penalty: 5988.569824
	Iteration 20F: 3 clusters Score -2.014877e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20148816.000000 Penalty: 5988.569824
	Iteration 21Q: 3 clusters Score -2.014882e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20148808.000000 Penalty: 5988.569824
	Iteration 22Q: 3 clusters Score -2.014881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20148802.000000 Penalty: 5988.569824
	Iteration 23Q: 3 clusters Score -2.01488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20148818.000000 Penalty: 5988.569824
	Iteration 24Q: 3 clusters Score -2.014882e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20148796.000000 Penalty: 5988.569824
	Iteration 25Q: 3 clusters Score -2.01488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20148780.000000 Penalty: 5988.569824
	Iteration 26Q: 3 clusters Score -2.014878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173175 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20148780.000000 Penalty: 5988.569824
	Iteration 27Q: 3 clusters Score -2.014878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -20148786.000000 Penalty: 5988.569824
	Iteration 28Q: 3 clusters Score -2.014879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173215 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20148794.000000 Penalty: 5988.569824
	Iteration 29Q: 3 clusters Score -2.014879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173234 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -20148800.000000 Penalty: 5988.569824
	Iteration 30Q: 3 clusters Score -2.01488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173254 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20148806.000000 Penalty: 5988.569824
	Iteration 31Q: 3 clusters Score -2.014881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -20148810.000000 Penalty: 5988.569824
	Iteration 32Q: 3 clusters Score -2.014881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20148812.000000 Penalty: 5988.569824
	Iteration 33Q: 3 clusters Score -2.014881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173289 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5988.569824
	Iteration 34Q: 3 clusters Score -2.01488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -20148810.000000 Penalty: 5988.569824
	Iteration 35Q: 3 clusters Score -2.014881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -20148794.000000 Penalty: 5988.569824
	Iteration 36Q: 3 clusters Score -2.014879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20148772.000000 Penalty: 5988.569824
	Iteration 37Q: 3 clusters Score -2.014877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -20148782.000000 Penalty: 5988.569824
	Iteration 38Q: 3 clusters Score -2.014878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20148782.000000 Penalty: 5988.569824
	Iteration 39Q: 3 clusters Score -2.014878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173335 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20148780.000000 Penalty: 5988.569824
	Iteration 40F: 3 clusters Score -2.014878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -20148798.000000 Penalty: 5988.569824
	Iteration 41Q: 3 clusters Score -2.01488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20148784.000000 Penalty: 5988.569824
	Iteration 42Q: 3 clusters Score -2.014878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20148786.000000 Penalty: 5988.569824
	Iteration 43Q: 3 clusters Score -2.014879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -20148798.000000 Penalty: 5988.569824
	Iteration 44Q: 3 clusters Score -2.01488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173361 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20148784.000000 Penalty: 5988.569824
	Iteration 45Q: 3 clusters Score -2.014878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20148802.000000 Penalty: 5988.569824
	Iteration 46Q: 3 clusters Score -2.01488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5988.569824
	Iteration 47Q: 3 clusters Score -2.01488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173373 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20148804.000000 Penalty: 5988.569824
	Iteration 48Q: 3 clusters Score -2.01488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -20148792.000000 Penalty: 5988.569824
	Iteration 49Q: 3 clusters Score -2.014879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20148798.000000 Penalty: 5988.569824
	Iteration 50Q: 3 clusters Score -2.01488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20148798.000000 Penalty: 5988.569824
	Iteration 51F: 3 clusters Score -2.01488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Entering Unmasked Estep 
Score: -5473013.500000 Penalty: 2666.334717
	Iteration 0F: 2 clusters Score -5473014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5441435.500000 Penalty: 5332.669434
	Iteration 0F: 3 clusters Score -5441436 nChanged 21435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -5453206.000000 Penalty: 5332.669434
	Iteration 1F: 3 clusters Score -5453206 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5453737.500000 Penalty: 5332.669434
	Iteration 2Q: 3 clusters Score -5453738 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -5454161.500000 Penalty: 5332.669434
	Iteration 3Q: 3 clusters Score -5454162 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5454554.000000 Penalty: 5332.669434
	Iteration 4Q: 3 clusters Score -5454554 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5455035.500000 Penalty: 5332.669434
	Iteration 5Q: 3 clusters Score -5455036 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5455575.500000 Penalty: 5332.669434
	Iteration 6Q: 3 clusters Score -5455576 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -5456489.000000 Penalty: 5332.669434
	Iteration 7Q: 3 clusters Score -5456489 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5457878.500000 Penalty: 5332.669434
	Iteration 8F: 3 clusters Score -5457878 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -5460026.000000 Penalty: 5332.669434
	Iteration 9F: 3 clusters Score -5460026 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5463091.500000 Penalty: 5332.669434
	Iteration 10F: 3 clusters Score -5463092 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5466302.500000 Penalty: 5332.669434
	Iteration 11F: 3 clusters Score -5466302 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -5468724.000000 Penalty: 5332.669434
	Iteration 12F: 3 clusters Score -5468724 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5469901.500000 Penalty: 5332.669434
	Iteration 13Q: 3 clusters Score -5469902 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5470298.500000 Penalty: 5332.669434
	Iteration 14Q: 3 clusters Score -5470298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -5470482.000000 Penalty: 5332.669434
	Iteration 15Q: 3 clusters Score -5470482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -5470596.000000 Penalty: 5332.669434
	Iteration 16Q: 3 clusters Score -5470596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -5470640.000000 Penalty: 5332.669434
	Iteration 17Q: 3 clusters Score -5470640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -5470665.500000 Penalty: 5332.669434
	Iteration 18Q: 3 clusters Score -5470666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -5470688.500000 Penalty: 5332.669434
	Iteration 19Q: 3 clusters Score -5470688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -5470700.500000 Penalty: 5332.669434
	Iteration 20F: 3 clusters Score -5470700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -5470714.000000 Penalty: 5332.669434
	Iteration 21Q: 3 clusters Score -5470714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -5470727.000000 Penalty: 5332.669434
	Iteration 22Q: 3 clusters Score -5470727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5470729.000000 Penalty: 5332.669434
	Iteration 23Q: 3 clusters Score -5470729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5470734.500000 Penalty: 5332.669434
	Iteration 24Q: 3 clusters Score -5470734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5470740.000000 Penalty: 5332.669434
	Iteration 25Q: 3 clusters Score -5470740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5470740.000000 Penalty: 5332.669434
	Iteration 26F: 3 clusters Score -5470740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -214272.515625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -214272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211771.562500 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -211771.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -212201.984375 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -212202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -212292.093750 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -212292.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -212355.468750 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -212355.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212405.203125 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -212405.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212437.515625 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -212437.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212470.531250 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -212470.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212491.375000 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -212491.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212507.375000 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -212507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212515.906250 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -212515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212524.578125 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -212524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212529.187500 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -212529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212531.421875 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -212531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212536.671875 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -212536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212538.500000 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -212538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212539.656250 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -212539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212542.500000 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -212542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212542.500000 Penalty: 3739.093506
	Iteration 17F: 3 clusters Score -212542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Entering Unmasked Estep 
Score: -3743066.000000 Penalty: 2582.225830
	Iteration 0F: 2 clusters Score -3743066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3720230.500000 Penalty: 5164.451660
	Iteration 0F: 3 clusters Score -3720230 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3728572.000000 Penalty: 5164.451660
	Iteration 1F: 3 clusters Score -3728572 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3729100.000000 Penalty: 5164.451660
	Iteration 2Q: 3 clusters Score -3729100 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3729661.500000 Penalty: 5164.451660
	Iteration 3Q: 3 clusters Score -3729662 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3730377.000000 Penalty: 5164.451660
	Iteration 4Q: 3 clusters Score -3730377 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3731264.500000 Penalty: 5164.451660
	Iteration 5F: 3 clusters Score -3731264 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3732561.000000 Penalty: 5164.451660
	Iteration 6F: 3 clusters Score -3732561 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3734274.500000 Penalty: 5164.451660
	Iteration 7F: 3 clusters Score -3734274 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3736288.250000 Penalty: 5164.451660
	Iteration 8F: 3 clusters Score -3736288 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3738186.750000 Penalty: 5164.451660
	Iteration 9F: 3 clusters Score -3738187 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3739557.500000 Penalty: 5164.451660
	Iteration 10Q: 3 clusters Score -3739558 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3740307.750000 Penalty: 5164.451660
	Iteration 11Q: 3 clusters Score -3740308 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3740613.750000 Penalty: 5164.451660
	Iteration 12Q: 3 clusters Score -3740614 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3740765.000000 Penalty: 5164.451660
	Iteration 13Q: 3 clusters Score -3740765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3740864.750000 Penalty: 5164.451660
	Iteration 14Q: 3 clusters Score -3740865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3740915.500000 Penalty: 5164.451660
	Iteration 15Q: 3 clusters Score -3740916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3740940.750000 Penalty: 5164.451660
	Iteration 16Q: 3 clusters Score -3740941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3740953.250000 Penalty: 5164.451660
	Iteration 17Q: 3 clusters Score -3740953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3740960.000000 Penalty: 5164.451660
	Iteration 18Q: 3 clusters Score -3740960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3740962.500000 Penalty: 5164.451660
	Iteration 19Q: 3 clusters Score -3740962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3740962.500000 Penalty: 5164.451660
	Iteration 20F: 3 clusters Score -3740962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -929890.625000 Penalty: 2232.730713
	Iteration 0F: 2 clusters Score -929890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -923396.312500 Penalty: 4465.461426
	Iteration 0F: 3 clusters Score -923396.3 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -925170.625000 Penalty: 4465.461426
	Iteration 1F: 3 clusters Score -925170.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -925466.125000 Penalty: 4465.461426
	Iteration 2F: 3 clusters Score -925466.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -925698.562500 Penalty: 4465.461426
	Iteration 3F: 3 clusters Score -925698.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -925881.812500 Penalty: 4465.461426
	Iteration 4Q: 3 clusters Score -925881.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -926068.312500 Penalty: 4465.461426
	Iteration 5Q: 3 clusters Score -926068.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -926265.812500 Penalty: 4465.461426
	Iteration 6Q: 3 clusters Score -926265.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -926489.250000 Penalty: 4465.461426
	Iteration 7Q: 3 clusters Score -926489.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -926716.812500 Penalty: 4465.461426
	Iteration 8Q: 3 clusters Score -926716.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -926928.875000 Penalty: 4465.461426
	Iteration 9Q: 3 clusters Score -926928.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -927105.125000 Penalty: 4465.461426
	Iteration 10Q: 3 clusters Score -927105.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -927271.312500 Penalty: 4465.461426
	Iteration 11Q: 3 clusters Score -927271.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -927394.312500 Penalty: 4465.461426
	Iteration 12Q: 3 clusters Score -927394.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -927489.375000 Penalty: 4465.461426
	Iteration 13Q: 3 clusters Score -927489.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -927578.625000 Penalty: 4465.461426
	Iteration 14Q: 3 clusters Score -927578.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -927686.750000 Penalty: 4465.461426
	Iteration 15Q: 3 clusters Score -927686.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -927798.625000 Penalty: 4465.461426
	Iteration 16Q: 3 clusters Score -927798.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -927900.562500 Penalty: 4465.461426
	Iteration 17Q: 3 clusters Score -927900.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -927965.187500 Penalty: 4465.461426
	Iteration 18Q: 3 clusters Score -927965.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -928019.500000 Penalty: 4465.461426
	Iteration 19Q: 3 clusters Score -928019.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -928063.250000 Penalty: 4465.461426
	Iteration 20F: 3 clusters Score -928063.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -928095.500000 Penalty: 4465.461426
	Iteration 21Q: 3 clusters Score -928095.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -928110.937500 Penalty: 4465.461426
	Iteration 22Q: 3 clusters Score -928110.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -928127.000000 Penalty: 4465.461426
	Iteration 23Q: 3 clusters Score -928127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -928138.375000 Penalty: 4465.461426
	Iteration 24Q: 3 clusters Score -928138.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -928147.000000 Penalty: 4465.461426
	Iteration 25Q: 3 clusters Score -928147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -928153.812500 Penalty: 4465.461426
	Iteration 26Q: 3 clusters Score -928153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -928157.875000 Penalty: 4465.461426
	Iteration 27Q: 3 clusters Score -928157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -928164.250000 Penalty: 4465.461426
	Iteration 28Q: 3 clusters Score -928164.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -928169.375000 Penalty: 4465.461426
	Iteration 29Q: 3 clusters Score -928169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -928172.000000 Penalty: 4465.461426
	Iteration 30Q: 3 clusters Score -928172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -928181.312500 Penalty: 4465.461426
	Iteration 31Q: 3 clusters Score -928181.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -928187.250000 Penalty: 4465.461426
	Iteration 32Q: 3 clusters Score -928187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -928192.500000 Penalty: 4465.461426
	Iteration 33Q: 3 clusters Score -928192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -928195.812500 Penalty: 4465.461426
	Iteration 34Q: 3 clusters Score -928195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -928198.125000 Penalty: 4465.461426
	Iteration 35Q: 3 clusters Score -928198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -928198.875000 Penalty: 4465.461426
	Iteration 36Q: 3 clusters Score -928198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -928200.625000 Penalty: 4465.461426
	Iteration 37Q: 3 clusters Score -928200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -928199.562500 Penalty: 4465.461426
	Iteration 38Q: 3 clusters Score -928199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -928202.625000 Penalty: 4465.461426
	Iteration 39Q: 3 clusters Score -928202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -928204.187500 Penalty: 4465.461426
	Iteration 40F: 3 clusters Score -928204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -928206.062500 Penalty: 4465.461426
	Iteration 41Q: 3 clusters Score -928206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -928206.875000 Penalty: 4465.461426
	Iteration 42Q: 3 clusters Score -928206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -928206.875000 Penalty: 4465.461426
	Iteration 43Q: 3 clusters Score -928206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -928206.875000 Penalty: 4465.461426
	Iteration 44F: 3 clusters Score -928206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Entering Unmasked Estep 
Score: -13260749.000000 Penalty: 2888.805420
	Iteration 0F: 2 clusters Score -1.326075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -13184399.000000 Penalty: 5777.610840
	Iteration 0F: 3 clusters Score -1.31844e+07 nChanged 54243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -13215392.000000 Penalty: 5777.610840
	Iteration 1F: 3 clusters Score -1.321539e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -13216725.000000 Penalty: 5777.610840
	Iteration 2Q: 3 clusters Score -1.321672e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -13218210.000000 Penalty: 5777.610840
	Iteration 3Q: 3 clusters Score -1.321821e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -13220229.000000 Penalty: 5777.610840
	Iteration 4Q: 3 clusters Score -1.322023e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -13222817.000000 Penalty: 5777.610840
	Iteration 5Q: 3 clusters Score -1.322282e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -13226384.000000 Penalty: 5777.610840
	Iteration 6F: 3 clusters Score -1.322638e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -13230782.000000 Penalty: 5777.610840
	Iteration 7F: 3 clusters Score -1.323078e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -13236208.000000 Penalty: 5777.610840
	Iteration 8F: 3 clusters Score -1.323621e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -13241086.000000 Penalty: 5777.610840
	Iteration 9F: 3 clusters Score -1.324109e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -13244014.000000 Penalty: 5777.610840
	Iteration 10F: 3 clusters Score -1.324401e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -13245192.000000 Penalty: 5777.610840
	Iteration 11Q: 3 clusters Score -1.324519e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -13245596.000000 Penalty: 5777.610840
	Iteration 12Q: 3 clusters Score -1.32456e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -13245836.000000 Penalty: 5777.610840
	Iteration 13Q: 3 clusters Score -1.324584e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -13245978.000000 Penalty: 5777.610840
	Iteration 14Q: 3 clusters Score -1.324598e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -13246030.000000 Penalty: 5777.610840
	Iteration 15Q: 3 clusters Score -1.324603e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -13246106.000000 Penalty: 5777.610840
	Iteration 16Q: 3 clusters Score -1.324611e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -13246202.000000 Penalty: 5777.610840
	Iteration 17Q: 3 clusters Score -1.32462e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -13246327.000000 Penalty: 5777.610840
	Iteration 18Q: 3 clusters Score -1.324633e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -13246416.000000 Penalty: 5777.610840
	Iteration 19Q: 3 clusters Score -1.324642e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -13246487.000000 Penalty: 5777.610840
	Iteration 20F: 3 clusters Score -1.324649e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -13246557.000000 Penalty: 5777.610840
	Iteration 21Q: 3 clusters Score -1.324656e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -13246690.000000 Penalty: 5777.610840
	Iteration 22Q: 3 clusters Score -1.324669e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -13246804.000000 Penalty: 5777.610840
	Iteration 23Q: 3 clusters Score -1.32468e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -13246886.000000 Penalty: 5777.610840
	Iteration 24Q: 3 clusters Score -1.324689e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -13247116.000000 Penalty: 5777.610840
	Iteration 25Q: 3 clusters Score -1.324712e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -13247400.000000 Penalty: 5777.610840
	Iteration 26Q: 3 clusters Score -1.32474e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -13247638.000000 Penalty: 5777.610840
	Iteration 27Q: 3 clusters Score -1.324764e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -13247884.000000 Penalty: 5777.610840
	Iteration 28Q: 3 clusters Score -1.324788e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -13248179.000000 Penalty: 5777.610840
	Iteration 29Q: 3 clusters Score -1.324818e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -13248575.000000 Penalty: 5777.610840
	Iteration 30Q: 3 clusters Score -1.324858e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -13248973.000000 Penalty: 5777.610840
	Iteration 31Q: 3 clusters Score -1.324897e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -13249408.000000 Penalty: 5777.610840
	Iteration 32Q: 3 clusters Score -1.324941e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -13249882.000000 Penalty: 5777.610840
	Iteration 33Q: 3 clusters Score -1.324988e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -13250526.000000 Penalty: 5777.610840
	Iteration 34Q: 3 clusters Score -1.325053e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -13251380.000000 Penalty: 5777.610840
	Iteration 35Q: 3 clusters Score -1.325138e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -13252199.000000 Penalty: 5777.610840
	Iteration 36Q: 3 clusters Score -1.32522e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -13252973.000000 Penalty: 5777.610840
	Iteration 37Q: 3 clusters Score -1.325297e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -13253729.000000 Penalty: 5777.610840
	Iteration 38Q: 3 clusters Score -1.325373e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -13254414.000000 Penalty: 5777.610840
	Iteration 39Q: 3 clusters Score -1.325441e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -13255212.000000 Penalty: 5777.610840
	Iteration 40F: 3 clusters Score -1.325521e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -13255885.000000 Penalty: 5777.610840
	Iteration 41Q: 3 clusters Score -1.325588e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -13256445.000000 Penalty: 5777.610840
	Iteration 42Q: 3 clusters Score -1.325644e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -13256840.000000 Penalty: 5777.610840
	Iteration 43Q: 3 clusters Score -1.325684e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -13257213.000000 Penalty: 5777.610840
	Iteration 44Q: 3 clusters Score -1.325721e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -13257528.000000 Penalty: 5777.610840
	Iteration 45Q: 3 clusters Score -1.325753e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -13257721.000000 Penalty: 5777.610840
	Iteration 46Q: 3 clusters Score -1.325772e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -13257856.000000 Penalty: 5777.610840
	Iteration 47Q: 3 clusters Score -1.325786e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -13257986.000000 Penalty: 5777.610840
	Iteration 48Q: 3 clusters Score -1.325799e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -13258153.000000 Penalty: 5777.610840
	Iteration 49Q: 3 clusters Score -1.325815e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -13258185.000000 Penalty: 5777.610840
	Iteration 50Q: 3 clusters Score -1.325818e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -13258273.000000 Penalty: 5777.610840
	Iteration 51Q: 3 clusters Score -1.325827e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -13258371.000000 Penalty: 5777.610840
	Iteration 52Q: 3 clusters Score -1.325837e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95636 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -13258454.000000 Penalty: 5777.610840
	Iteration 53Q: 3 clusters Score -1.325845e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -13258498.000000 Penalty: 5777.610840
	Iteration 54Q: 3 clusters Score -1.32585e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -13258509.000000 Penalty: 5777.610840
	Iteration 55Q: 3 clusters Score -1.325851e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -13258597.000000 Penalty: 5777.610840
	Iteration 56Q: 3 clusters Score -1.32586e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -13258592.000000 Penalty: 5777.610840
	Iteration 57Q: 3 clusters Score -1.325859e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -13258656.000000 Penalty: 5777.610840
	Iteration 58Q: 3 clusters Score -1.325866e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -13258644.000000 Penalty: 5777.610840
	Iteration 59Q: 3 clusters Score -1.325864e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -13258695.000000 Penalty: 5777.610840
	Iteration 60F: 3 clusters Score -1.32587e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -13258723.000000 Penalty: 5777.610840
	Iteration 61Q: 3 clusters Score -1.325872e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -13258742.000000 Penalty: 5777.610840
	Iteration 62Q: 3 clusters Score -1.325874e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -13258768.000000 Penalty: 5777.610840
	Iteration 63Q: 3 clusters Score -1.325877e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -13258786.000000 Penalty: 5777.610840
	Iteration 64Q: 3 clusters Score -1.325879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -13258739.000000 Penalty: 5777.610840
	Iteration 65Q: 3 clusters Score -1.325874e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -13258771.000000 Penalty: 5777.610840
	Iteration 66Q: 3 clusters Score -1.325877e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -13258779.000000 Penalty: 5777.610840
	Iteration 67Q: 3 clusters Score -1.325878e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -13258807.000000 Penalty: 5777.610840
	Iteration 68Q: 3 clusters Score -1.325881e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -13258804.000000 Penalty: 5777.610840
	Iteration 69Q: 3 clusters Score -1.32588e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -13258814.000000 Penalty: 5777.610840
	Iteration 70Q: 3 clusters Score -1.325881e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -13258811.000000 Penalty: 5777.610840
	Iteration 71Q: 3 clusters Score -1.325881e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -13258793.000000 Penalty: 5777.610840
	Iteration 72Q: 3 clusters Score -1.325879e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -13258765.000000 Penalty: 5777.610840
	Iteration 73Q: 3 clusters Score -1.325876e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -13258782.000000 Penalty: 5777.610840
	Iteration 74Q: 3 clusters Score -1.325878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -13258785.000000 Penalty: 5777.610840
	Iteration 75Q: 3 clusters Score -1.325878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -13258792.000000 Penalty: 5777.610840
	Iteration 76Q: 3 clusters Score -1.325879e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -13258790.000000 Penalty: 5777.610840
	Iteration 77Q: 3 clusters Score -1.325879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -13258797.000000 Penalty: 5777.610840
	Iteration 78Q: 3 clusters Score -1.32588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -13258789.000000 Penalty: 5777.610840
	Iteration 79Q: 3 clusters Score -1.325879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -13258793.000000 Penalty: 5777.610840
	Iteration 80F: 3 clusters Score -1.325879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -13258795.000000 Penalty: 5777.610840
	Iteration 81Q: 3 clusters Score -1.32588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -13258794.000000 Penalty: 5777.610840
	Iteration 82Q: 3 clusters Score -1.325879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -13258805.000000 Penalty: 5777.610840
	Iteration 83Q: 3 clusters Score -1.32588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -13258794.000000 Penalty: 5777.610840
	Iteration 84Q: 3 clusters Score -1.325879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -13258794.000000 Penalty: 5777.610840
	Iteration 85Q: 3 clusters Score -1.325879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -13258802.000000 Penalty: 5777.610840
	Iteration 86Q: 3 clusters Score -1.32588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -13258800.000000 Penalty: 5777.610840
	Iteration 87Q: 3 clusters Score -1.32588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -13258792.000000 Penalty: 5777.610840
	Iteration 88Q: 3 clusters Score -1.325879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -13258786.000000 Penalty: 5777.610840
	Iteration 89Q: 3 clusters Score -1.325879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -13258788.000000 Penalty: 5777.610840
	Iteration 90Q: 3 clusters Score -1.325879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -13258795.000000 Penalty: 5777.610840
	Iteration 91Q: 3 clusters Score -1.32588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -13258804.000000 Penalty: 5777.610840
	Iteration 92Q: 3 clusters Score -1.32588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -13258808.000000 Penalty: 5777.610840
	Iteration 93Q: 3 clusters Score -1.325881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -13258813.000000 Penalty: 5777.610840
	Iteration 94Q: 3 clusters Score -1.325881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -13258807.000000 Penalty: 5777.610840
	Iteration 95Q: 3 clusters Score -1.325881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -13258799.000000 Penalty: 5777.610840
	Iteration 96Q: 3 clusters Score -1.32588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -13258784.000000 Penalty: 5777.610840
	Iteration 97Q: 3 clusters Score -1.325878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -13258790.000000 Penalty: 5777.610840
	Iteration 98Q: 3 clusters Score -1.325879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -13258808.000000 Penalty: 5777.610840
	Iteration 99Q: 3 clusters Score -1.325881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -13258822.000000 Penalty: 5777.610840
	Iteration 100F: 3 clusters Score -1.325882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -13258827.000000 Penalty: 5777.610840
	Iteration 101Q: 3 clusters Score -1.325883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -13258829.000000 Penalty: 5777.610840
	Iteration 102Q: 3 clusters Score -1.325883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -13258828.000000 Penalty: 5777.610840
	Iteration 103Q: 3 clusters Score -1.325883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -13258828.000000 Penalty: 5777.610840
	Iteration 104Q: 3 clusters Score -1.325883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -13258824.000000 Penalty: 5777.610840
	Iteration 105Q: 3 clusters Score -1.325882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -13258824.000000 Penalty: 5777.610840
	Iteration 106Q: 3 clusters Score -1.325882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -13258818.000000 Penalty: 5777.610840
	Iteration 107Q: 3 clusters Score -1.325882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -13258818.000000 Penalty: 5777.610840
	Iteration 108Q: 3 clusters Score -1.325882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -13258817.000000 Penalty: 5777.610840
	Iteration 109Q: 3 clusters Score -1.325882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -13258824.000000 Penalty: 5777.610840
	Iteration 110Q: 3 clusters Score -1.325882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -13258824.000000 Penalty: 5777.610840
	Iteration 111F: 3 clusters Score -1.325882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -202073.718750 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -202073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199618.906250 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -199618.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200008.609375 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -200008.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -200107.921875 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -200107.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200157.921875 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -200157.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -200187.703125 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -200187.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -200211.078125 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -200211.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -200233.031250 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -200233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -200246.140625 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -200246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200258.406250 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -200258.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200267.140625 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -200267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -200273.281250 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -200273.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200278.546875 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -200278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200281.671875 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -200281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200285.718750 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -200285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200286.968750 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -200287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200288.546875 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -200288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200292.437500 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -200292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200296.343750 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -200296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200301.234375 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -200301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200303.750000 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -200303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200307.562500 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -200307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200309.687500 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -200309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200310.796875 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -200310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200310.796875 Penalty: 3704.948486
	Iteration 23F: 3 clusters Score -200310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -30426.929688 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -30426.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29164.828125 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -29164.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29268.529297 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -29268.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29283.212891 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -29283.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29290.611328 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -29290.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29294.845703 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -29294.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29294.845703 Penalty: 2820.739746
	Iteration 5F: 3 clusters Score -29294.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11841.208008 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11841.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10929.555664 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10929.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10953.527344 Penalty: 2429.328613
	Iteration 1Q: 3 clusters Score -10953.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10973.059570 Penalty: 2429.328613
	Iteration 2Q: 3 clusters Score -10973.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10973.059570 Penalty: 2429.328613
	Iteration 3F: 3 clusters Score -10973.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Entering Unmasked Estep 
Score: -1997922.375000 Penalty: 2418.631836
	Iteration 0F: 2 clusters Score -1997922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1985610.375000 Penalty: 4837.263672
	Iteration 0F: 3 clusters Score -1985610 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1989756.375000 Penalty: 4837.263672
	Iteration 1F: 3 clusters Score -1989756 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1990315.000000 Penalty: 4837.263672
	Iteration 2F: 3 clusters Score -1990315 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1990800.875000 Penalty: 4837.263672
	Iteration 3F: 3 clusters Score -1990801 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1991220.000000 Penalty: 4837.263672
	Iteration 4Q: 3 clusters Score -1991220 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1991580.500000 Penalty: 4837.263672
	Iteration 5Q: 3 clusters Score -1991580 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1991932.375000 Penalty: 4837.263672
	Iteration 6Q: 3 clusters Score -1991932 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1992341.875000 Penalty: 4837.263672
	Iteration 7Q: 3 clusters Score -1992342 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1992799.375000 Penalty: 4837.263672
	Iteration 8Q: 3 clusters Score -1992799 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1993345.875000 Penalty: 4837.263672
	Iteration 9Q: 3 clusters Score -1993346 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1993911.750000 Penalty: 4837.263672
	Iteration 10Q: 3 clusters Score -1993912 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1994389.500000 Penalty: 4837.263672
	Iteration 11Q: 3 clusters Score -1994390 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1994744.500000 Penalty: 4837.263672
	Iteration 12Q: 3 clusters Score -1994744 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1995015.625000 Penalty: 4837.263672
	Iteration 13Q: 3 clusters Score -1995016 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1995202.125000 Penalty: 4837.263672
	Iteration 14Q: 3 clusters Score -1995202 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1995332.750000 Penalty: 4837.263672
	Iteration 15Q: 3 clusters Score -1995333 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1995419.000000 Penalty: 4837.263672
	Iteration 16Q: 3 clusters Score -1995419 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1995484.250000 Penalty: 4837.263672
	Iteration 17Q: 3 clusters Score -1995484 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1995562.000000 Penalty: 4837.263672
	Iteration 18Q: 3 clusters Score -1995562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1995618.375000 Penalty: 4837.263672
	Iteration 19Q: 3 clusters Score -1995618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1995675.875000 Penalty: 4837.263672
	Iteration 20F: 3 clusters Score -1995676 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1995719.375000 Penalty: 4837.263672
	Iteration 21Q: 3 clusters Score -1995719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1995760.125000 Penalty: 4837.263672
	Iteration 22Q: 3 clusters Score -1995760 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1995808.000000 Penalty: 4837.263672
	Iteration 23Q: 3 clusters Score -1995808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1995852.625000 Penalty: 4837.263672
	Iteration 24Q: 3 clusters Score -1995853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1995900.000000 Penalty: 4837.263672
	Iteration 25Q: 3 clusters Score -1995900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1995935.250000 Penalty: 4837.263672
	Iteration 26Q: 3 clusters Score -1995935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1995968.625000 Penalty: 4837.263672
	Iteration 27Q: 3 clusters Score -1995969 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1996000.750000 Penalty: 4837.263672
	Iteration 28Q: 3 clusters Score -1996001 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1996045.250000 Penalty: 4837.263672
	Iteration 29Q: 3 clusters Score -1996045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1996077.750000 Penalty: 4837.263672
	Iteration 30Q: 3 clusters Score -1996078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1996095.375000 Penalty: 4837.263672
	Iteration 31Q: 3 clusters Score -1996095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1996120.875000 Penalty: 4837.263672
	Iteration 32Q: 3 clusters Score -1996121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1996149.750000 Penalty: 4837.263672
	Iteration 33Q: 3 clusters Score -1996150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1996163.625000 Penalty: 4837.263672
	Iteration 34Q: 3 clusters Score -1996164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1996170.500000 Penalty: 4837.263672
	Iteration 35Q: 3 clusters Score -1996170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1996184.250000 Penalty: 4837.263672
	Iteration 36Q: 3 clusters Score -1996184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1996203.625000 Penalty: 4837.263672
	Iteration 37Q: 3 clusters Score -1996204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1996217.000000 Penalty: 4837.263672
	Iteration 38Q: 3 clusters Score -1996217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1996229.500000 Penalty: 4837.263672
	Iteration 39Q: 3 clusters Score -1996230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1996235.625000 Penalty: 4837.263672
	Iteration 40F: 3 clusters Score -1996236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1996243.500000 Penalty: 4837.263672
	Iteration 41Q: 3 clusters Score -1996244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1996246.250000 Penalty: 4837.263672
	Iteration 42Q: 3 clusters Score -1996246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1996255.250000 Penalty: 4837.263672
	Iteration 43Q: 3 clusters Score -1996255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1996256.000000 Penalty: 4837.263672
	Iteration 44Q: 3 clusters Score -1996256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1996275.875000 Penalty: 4837.263672
	Iteration 45Q: 3 clusters Score -1996276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1996280.500000 Penalty: 4837.263672
	Iteration 46Q: 3 clusters Score -1996280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1996291.875000 Penalty: 4837.263672
	Iteration 47Q: 3 clusters Score -1996292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1996306.500000 Penalty: 4837.263672
	Iteration 48Q: 3 clusters Score -1996306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1996323.375000 Penalty: 4837.263672
	Iteration 49Q: 3 clusters Score -1996323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1996336.875000 Penalty: 4837.263672
	Iteration 50Q: 3 clusters Score -1996337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1996344.375000 Penalty: 4837.263672
	Iteration 51Q: 3 clusters Score -1996344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1996352.375000 Penalty: 4837.263672
	Iteration 52Q: 3 clusters Score -1996352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1996357.625000 Penalty: 4837.263672
	Iteration 53Q: 3 clusters Score -1996358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1996365.375000 Penalty: 4837.263672
	Iteration 54Q: 3 clusters Score -1996365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1996367.500000 Penalty: 4837.263672
	Iteration 55Q: 3 clusters Score -1996368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1996371.625000 Penalty: 4837.263672
	Iteration 56Q: 3 clusters Score -1996372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1996375.375000 Penalty: 4837.263672
	Iteration 57Q: 3 clusters Score -1996375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1996383.875000 Penalty: 4837.263672
	Iteration 58Q: 3 clusters Score -1996384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1996383.625000 Penalty: 4837.263672
	Iteration 59Q: 3 clusters Score -1996384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1996385.125000 Penalty: 4837.263672
	Iteration 60F: 3 clusters Score -1996385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1996394.875000 Penalty: 4837.263672
	Iteration 61Q: 3 clusters Score -1996395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1996399.625000 Penalty: 4837.263672
	Iteration 62Q: 3 clusters Score -1996400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1996401.750000 Penalty: 4837.263672
	Iteration 63Q: 3 clusters Score -1996402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1996404.625000 Penalty: 4837.263672
	Iteration 64Q: 3 clusters Score -1996405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1996404.750000 Penalty: 4837.263672
	Iteration 65Q: 3 clusters Score -1996405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1996409.250000 Penalty: 4837.263672
	Iteration 66Q: 3 clusters Score -1996409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1996409.000000 Penalty: 4837.263672
	Iteration 67Q: 3 clusters Score -1996409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1996410.625000 Penalty: 4837.263672
	Iteration 68Q: 3 clusters Score -1996411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1996413.250000 Penalty: 4837.263672
	Iteration 69Q: 3 clusters Score -1996413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1996414.125000 Penalty: 4837.263672
	Iteration 70Q: 3 clusters Score -1996414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1996414.250000 Penalty: 4837.263672
	Iteration 71Q: 3 clusters Score -1996414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1996414.500000 Penalty: 4837.263672
	Iteration 72Q: 3 clusters Score -1996414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1996419.500000 Penalty: 4837.263672
	Iteration 73Q: 3 clusters Score -1996420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1996417.875000 Penalty: 4837.263672
	Iteration 74Q: 3 clusters Score -1996418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1996422.875000 Penalty: 4837.263672
	Iteration 75Q: 3 clusters Score -1996423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1996419.750000 Penalty: 4837.263672
	Iteration 76Q: 3 clusters Score -1996420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1996416.125000 Penalty: 4837.263672
	Iteration 77Q: 3 clusters Score -1996416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1996417.375000 Penalty: 4837.263672
	Iteration 78Q: 3 clusters Score -1996417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1996421.000000 Penalty: 4837.263672
	Iteration 79Q: 3 clusters Score -1996421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1996424.125000 Penalty: 4837.263672
	Iteration 80F: 3 clusters Score -1996424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1996425.125000 Penalty: 4837.263672
	Iteration 81Q: 3 clusters Score -1996425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1996426.250000 Penalty: 4837.263672
	Iteration 82Q: 3 clusters Score -1996426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1996429.000000 Penalty: 4837.263672
	Iteration 83Q: 3 clusters Score -1996429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1996429.625000 Penalty: 4837.263672
	Iteration 84Q: 3 clusters Score -1996430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1996431.375000 Penalty: 4837.263672
	Iteration 85Q: 3 clusters Score -1996431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1996431.375000 Penalty: 4837.263672
	Iteration 86F: 3 clusters Score -1996431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Entering Unmasked Estep 
Score: -2514430.500000 Penalty: 2473.052734
	Iteration 0F: 2 clusters Score -2514430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2499417.250000 Penalty: 4946.105469
	Iteration 0F: 3 clusters Score -2499417 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2504396.750000 Penalty: 4946.105469
	Iteration 1F: 3 clusters Score -2504397 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2504804.000000 Penalty: 4946.105469
	Iteration 2F: 3 clusters Score -2504804 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2505180.000000 Penalty: 4946.105469
	Iteration 3Q: 3 clusters Score -2505180 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2505514.750000 Penalty: 4946.105469
	Iteration 4Q: 3 clusters Score -2505515 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2505865.250000 Penalty: 4946.105469
	Iteration 5Q: 3 clusters Score -2505865 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2506271.500000 Penalty: 4946.105469
	Iteration 6Q: 3 clusters Score -2506272 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2506765.750000 Penalty: 4946.105469
	Iteration 7Q: 3 clusters Score -2506766 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2507387.750000 Penalty: 4946.105469
	Iteration 8Q: 3 clusters Score -2507388 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2508167.250000 Penalty: 4946.105469
	Iteration 9F: 3 clusters Score -2508167 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2509023.750000 Penalty: 4946.105469
	Iteration 10F: 3 clusters Score -2509024 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2509954.500000 Penalty: 4946.105469
	Iteration 11Q: 3 clusters Score -2509954 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2510722.750000 Penalty: 4946.105469
	Iteration 12Q: 3 clusters Score -2510723 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2511239.750000 Penalty: 4946.105469
	Iteration 13Q: 3 clusters Score -2511240 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2511561.750000 Penalty: 4946.105469
	Iteration 14Q: 3 clusters Score -2511562 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2511752.750000 Penalty: 4946.105469
	Iteration 15Q: 3 clusters Score -2511753 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2511891.250000 Penalty: 4946.105469
	Iteration 16Q: 3 clusters Score -2511891 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2511985.500000 Penalty: 4946.105469
	Iteration 17Q: 3 clusters Score -2511986 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2512055.000000 Penalty: 4946.105469
	Iteration 18Q: 3 clusters Score -2512055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2512103.750000 Penalty: 4946.105469
	Iteration 19Q: 3 clusters Score -2512104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2512132.250000 Penalty: 4946.105469
	Iteration 20F: 3 clusters Score -2512132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2512155.500000 Penalty: 4946.105469
	Iteration 21Q: 3 clusters Score -2512156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2512170.250000 Penalty: 4946.105469
	Iteration 22Q: 3 clusters Score -2512170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2512181.750000 Penalty: 4946.105469
	Iteration 23Q: 3 clusters Score -2512182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2512197.000000 Penalty: 4946.105469
	Iteration 24Q: 3 clusters Score -2512197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2512209.750000 Penalty: 4946.105469
	Iteration 25Q: 3 clusters Score -2512210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2512218.250000 Penalty: 4946.105469
	Iteration 26Q: 3 clusters Score -2512218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2512225.500000 Penalty: 4946.105469
	Iteration 27Q: 3 clusters Score -2512226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2512228.750000 Penalty: 4946.105469
	Iteration 28Q: 3 clusters Score -2512229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2512233.000000 Penalty: 4946.105469
	Iteration 29Q: 3 clusters Score -2512233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2512233.750000 Penalty: 4946.105469
	Iteration 30Q: 3 clusters Score -2512234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2512237.250000 Penalty: 4946.105469
	Iteration 31Q: 3 clusters Score -2512237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2512241.000000 Penalty: 4946.105469
	Iteration 32Q: 3 clusters Score -2512241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2512258.750000 Penalty: 4946.105469
	Iteration 33Q: 3 clusters Score -2512259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2512269.000000 Penalty: 4946.105469
	Iteration 34Q: 3 clusters Score -2512269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2512273.000000 Penalty: 4946.105469
	Iteration 35Q: 3 clusters Score -2512273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2512277.250000 Penalty: 4946.105469
	Iteration 36Q: 3 clusters Score -2512277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2512278.000000 Penalty: 4946.105469
	Iteration 37Q: 3 clusters Score -2512278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2512280.500000 Penalty: 4946.105469
	Iteration 38Q: 3 clusters Score -2512280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2512279.250000 Penalty: 4946.105469
	Iteration 39Q: 3 clusters Score -2512279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2512278.000000 Penalty: 4946.105469
	Iteration 40F: 3 clusters Score -2512278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2512279.500000 Penalty: 4946.105469
	Iteration 41Q: 3 clusters Score -2512280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2512283.500000 Penalty: 4946.105469
	Iteration 42Q: 3 clusters Score -2512284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2512282.750000 Penalty: 4946.105469
	Iteration 43Q: 3 clusters Score -2512283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2512282.500000 Penalty: 4946.105469
	Iteration 44Q: 3 clusters Score -2512282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2512291.500000 Penalty: 4946.105469
	Iteration 45Q: 3 clusters Score -2512292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2512293.250000 Penalty: 4946.105469
	Iteration 46Q: 3 clusters Score -2512293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2512293.250000 Penalty: 4946.105469
	Iteration 47Q: 3 clusters Score -2512293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2512292.250000 Penalty: 4946.105469
	Iteration 48Q: 3 clusters Score -2512292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2512297.750000 Penalty: 4946.105469
	Iteration 49Q: 3 clusters Score -2512298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2512296.500000 Penalty: 4946.105469
	Iteration 50Q: 3 clusters Score -2512296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2512300.500000 Penalty: 4946.105469
	Iteration 51Q: 3 clusters Score -2512300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2512306.250000 Penalty: 4946.105469
	Iteration 52Q: 3 clusters Score -2512306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2512307.750000 Penalty: 4946.105469
	Iteration 53Q: 3 clusters Score -2512308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2512306.500000 Penalty: 4946.105469
	Iteration 54Q: 3 clusters Score -2512306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2512305.000000 Penalty: 4946.105469
	Iteration 55Q: 3 clusters Score -2512305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2512305.250000 Penalty: 4946.105469
	Iteration 56Q: 3 clusters Score -2512305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2512308.500000 Penalty: 4946.105469
	Iteration 57Q: 3 clusters Score -2512308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2512309.750000 Penalty: 4946.105469
	Iteration 58Q: 3 clusters Score -2512310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2512317.250000 Penalty: 4946.105469
	Iteration 59Q: 3 clusters Score -2512317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2512316.500000 Penalty: 4946.105469
	Iteration 60F: 3 clusters Score -2512316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2512319.000000 Penalty: 4946.105469
	Iteration 61Q: 3 clusters Score -2512319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2512319.500000 Penalty: 4946.105469
	Iteration 62Q: 3 clusters Score -2512320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2512321.000000 Penalty: 4946.105469
	Iteration 63Q: 3 clusters Score -2512321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2512324.000000 Penalty: 4946.105469
	Iteration 64Q: 3 clusters Score -2512324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2512323.750000 Penalty: 4946.105469
	Iteration 65Q: 3 clusters Score -2512324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2512323.750000 Penalty: 4946.105469
	Iteration 66F: 3 clusters Score -2512324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Entering Unmasked Estep 
Score: -4090197.000000 Penalty: 2594.012207
	Iteration 0F: 2 clusters Score -4090197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4066516.000000 Penalty: 5188.024414
	Iteration 0F: 3 clusters Score -4066516 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4075424.000000 Penalty: 5188.024414
	Iteration 1F: 3 clusters Score -4075424 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4076125.500000 Penalty: 5188.024414
	Iteration 2F: 3 clusters Score -4076126 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4076849.250000 Penalty: 5188.024414
	Iteration 3Q: 3 clusters Score -4076849 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4077595.500000 Penalty: 5188.024414
	Iteration 4Q: 3 clusters Score -4077596 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4078388.250000 Penalty: 5188.024414
	Iteration 5Q: 3 clusters Score -4078388 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -4079174.750000 Penalty: 5188.024414
	Iteration 6Q: 3 clusters Score -4079175 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4079948.500000 Penalty: 5188.024414
	Iteration 7Q: 3 clusters Score -4079948 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4080737.500000 Penalty: 5188.024414
	Iteration 8Q: 3 clusters Score -4080738 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4081581.500000 Penalty: 5188.024414
	Iteration 9Q: 3 clusters Score -4081582 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4082403.250000 Penalty: 5188.024414
	Iteration 10Q: 3 clusters Score -4082403 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4083143.500000 Penalty: 5188.024414
	Iteration 11Q: 3 clusters Score -4083144 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4083732.250000 Penalty: 5188.024414
	Iteration 12Q: 3 clusters Score -4083732 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4084191.500000 Penalty: 5188.024414
	Iteration 13Q: 3 clusters Score -4084192 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4084513.000000 Penalty: 5188.024414
	Iteration 14Q: 3 clusters Score -4084513 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4084752.500000 Penalty: 5188.024414
	Iteration 15Q: 3 clusters Score -4084752 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4084954.500000 Penalty: 5188.024414
	Iteration 16Q: 3 clusters Score -4084954 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4085121.750000 Penalty: 5188.024414
	Iteration 17Q: 3 clusters Score -4085122 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4085297.000000 Penalty: 5188.024414
	Iteration 18Q: 3 clusters Score -4085297 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4085473.750000 Penalty: 5188.024414
	Iteration 19Q: 3 clusters Score -4085474 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4085633.250000 Penalty: 5188.024414
	Iteration 20F: 3 clusters Score -4085633 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4085778.500000 Penalty: 5188.024414
	Iteration 21Q: 3 clusters Score -4085778 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4085941.750000 Penalty: 5188.024414
	Iteration 22Q: 3 clusters Score -4085942 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4086115.500000 Penalty: 5188.024414
	Iteration 23Q: 3 clusters Score -4086116 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4086320.000000 Penalty: 5188.024414
	Iteration 24Q: 3 clusters Score -4086320 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4086509.750000 Penalty: 5188.024414
	Iteration 25Q: 3 clusters Score -4086510 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4086710.000000 Penalty: 5188.024414
	Iteration 26Q: 3 clusters Score -4086710 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4086907.250000 Penalty: 5188.024414
	Iteration 27Q: 3 clusters Score -4086907 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4087113.500000 Penalty: 5188.024414
	Iteration 28Q: 3 clusters Score -4087114 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4087225.250000 Penalty: 5188.024414
	Iteration 29Q: 3 clusters Score -4087225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4087339.750000 Penalty: 5188.024414
	Iteration 30Q: 3 clusters Score -4087340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4087430.000000 Penalty: 5188.024414
	Iteration 31Q: 3 clusters Score -4087430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4087516.500000 Penalty: 5188.024414
	Iteration 32Q: 3 clusters Score -4087516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4087597.000000 Penalty: 5188.024414
	Iteration 33Q: 3 clusters Score -4087597 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4087652.750000 Penalty: 5188.024414
	Iteration 34Q: 3 clusters Score -4087653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4087720.000000 Penalty: 5188.024414
	Iteration 35Q: 3 clusters Score -4087720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4087768.250000 Penalty: 5188.024414
	Iteration 36Q: 3 clusters Score -4087768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4087808.250000 Penalty: 5188.024414
	Iteration 37Q: 3 clusters Score -4087808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4087837.500000 Penalty: 5188.024414
	Iteration 38Q: 3 clusters Score -4087838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4087865.250000 Penalty: 5188.024414
	Iteration 39Q: 3 clusters Score -4087865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4087869.250000 Penalty: 5188.024414
	Iteration 40F: 3 clusters Score -4087869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4087888.250000 Penalty: 5188.024414
	Iteration 41Q: 3 clusters Score -4087888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4087902.000000 Penalty: 5188.024414
	Iteration 42Q: 3 clusters Score -4087902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4087922.500000 Penalty: 5188.024414
	Iteration 43Q: 3 clusters Score -4087922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4087938.250000 Penalty: 5188.024414
	Iteration 44Q: 3 clusters Score -4087938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4087946.000000 Penalty: 5188.024414
	Iteration 45Q: 3 clusters Score -4087946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4087956.500000 Penalty: 5188.024414
	Iteration 46Q: 3 clusters Score -4087956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4087964.000000 Penalty: 5188.024414
	Iteration 47Q: 3 clusters Score -4087964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4087968.000000 Penalty: 5188.024414
	Iteration 48Q: 3 clusters Score -4087968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4087971.500000 Penalty: 5188.024414
	Iteration 49Q: 3 clusters Score -4087972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4087983.250000 Penalty: 5188.024414
	Iteration 50Q: 3 clusters Score -4087983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4087990.500000 Penalty: 5188.024414
	Iteration 51Q: 3 clusters Score -4087990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4087990.500000 Penalty: 5188.024414
	Iteration 52Q: 3 clusters Score -4087990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4088000.000000 Penalty: 5188.024414
	Iteration 53Q: 3 clusters Score -4088000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4088004.000000 Penalty: 5188.024414
	Iteration 54Q: 3 clusters Score -4088004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4088003.500000 Penalty: 5188.024414
	Iteration 55Q: 3 clusters Score -4088004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4088007.750000 Penalty: 5188.024414
	Iteration 56Q: 3 clusters Score -4088008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4088009.500000 Penalty: 5188.024414
	Iteration 57Q: 3 clusters Score -4088010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4088009.250000 Penalty: 5188.024414
	Iteration 58Q: 3 clusters Score -4088009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4088016.500000 Penalty: 5188.024414
	Iteration 59Q: 3 clusters Score -4088016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4088017.000000 Penalty: 5188.024414
	Iteration 60F: 3 clusters Score -4088017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Entering Unmasked Estep 
Score: -2455031.250000 Penalty: 2490.553467
	Iteration 0F: 2 clusters Score -2455031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2439042.250000 Penalty: 4981.106934
	Iteration 0F: 3 clusters Score -2439042 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2445075.750000 Penalty: 4981.106934
	Iteration 1F: 3 clusters Score -2445076 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2445910.000000 Penalty: 4981.106934
	Iteration 2F: 3 clusters Score -2445910 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2446789.750000 Penalty: 4981.106934
	Iteration 3F: 3 clusters Score -2446790 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2447761.750000 Penalty: 4981.106934
	Iteration 4F: 3 clusters Score -2447762 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2448808.500000 Penalty: 4981.106934
	Iteration 5F: 3 clusters Score -2448808 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2449856.000000 Penalty: 4981.106934
	Iteration 6F: 3 clusters Score -2449856 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2450833.000000 Penalty: 4981.106934
	Iteration 7F: 3 clusters Score -2450833 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2451792.750000 Penalty: 4981.106934
	Iteration 8Q: 3 clusters Score -2451793 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2452468.500000 Penalty: 4981.106934
	Iteration 9Q: 3 clusters Score -2452468 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2452873.000000 Penalty: 4981.106934
	Iteration 10Q: 3 clusters Score -2452873 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2453143.500000 Penalty: 4981.106934
	Iteration 11Q: 3 clusters Score -2453144 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2453340.000000 Penalty: 4981.106934
	Iteration 12Q: 3 clusters Score -2453340 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2453484.750000 Penalty: 4981.106934
	Iteration 13Q: 3 clusters Score -2453485 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2453599.000000 Penalty: 4981.106934
	Iteration 14Q: 3 clusters Score -2453599 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2453722.750000 Penalty: 4981.106934
	Iteration 15Q: 3 clusters Score -2453723 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2453848.750000 Penalty: 4981.106934
	Iteration 16Q: 3 clusters Score -2453849 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2453973.250000 Penalty: 4981.106934
	Iteration 17Q: 3 clusters Score -2453973 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2454109.500000 Penalty: 4981.106934
	Iteration 18Q: 3 clusters Score -2454110 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2454228.250000 Penalty: 4981.106934
	Iteration 19Q: 3 clusters Score -2454228 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2454308.000000 Penalty: 4981.106934
	Iteration 20F: 3 clusters Score -2454308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2454394.000000 Penalty: 4981.106934
	Iteration 21Q: 3 clusters Score -2454394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2454462.250000 Penalty: 4981.106934
	Iteration 22Q: 3 clusters Score -2454462 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2454519.000000 Penalty: 4981.106934
	Iteration 23Q: 3 clusters Score -2454519 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2454580.250000 Penalty: 4981.106934
	Iteration 24Q: 3 clusters Score -2454580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2454621.750000 Penalty: 4981.106934
	Iteration 25Q: 3 clusters Score -2454622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2454678.750000 Penalty: 4981.106934
	Iteration 26Q: 3 clusters Score -2454679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2454732.750000 Penalty: 4981.106934
	Iteration 27Q: 3 clusters Score -2454733 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2454806.750000 Penalty: 4981.106934
	Iteration 28Q: 3 clusters Score -2454807 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2454858.000000 Penalty: 4981.106934
	Iteration 29Q: 3 clusters Score -2454858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2454906.750000 Penalty: 4981.106934
	Iteration 30Q: 3 clusters Score -2454907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2454939.500000 Penalty: 4981.106934
	Iteration 31Q: 3 clusters Score -2454940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2454964.500000 Penalty: 4981.106934
	Iteration 32Q: 3 clusters Score -2454964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2454982.500000 Penalty: 4981.106934
	Iteration 33Q: 3 clusters Score -2454982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2455000.500000 Penalty: 4981.106934
	Iteration 34Q: 3 clusters Score -2455000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2455004.750000 Penalty: 4981.106934
	Iteration 35Q: 3 clusters Score -2455005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2455019.750000 Penalty: 4981.106934
	Iteration 36Q: 3 clusters Score -2455020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2455026.500000 Penalty: 4981.106934
	Iteration 37Q: 3 clusters Score -2455026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2455035.250000 Penalty: 4981.106934
	Iteration 38Q: 3 clusters Score -2455035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2455044.000000 Penalty: 4981.106934
	Iteration 39Q: 3 clusters Score -2455044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2455047.000000 Penalty: 4981.106934
	Iteration 40F: 3 clusters Score -2455047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2455050.750000 Penalty: 4981.106934
	Iteration 41Q: 3 clusters Score -2455051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2455060.250000 Penalty: 4981.106934
	Iteration 42Q: 3 clusters Score -2455060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2455061.500000 Penalty: 4981.106934
	Iteration 43Q: 3 clusters Score -2455062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2455063.750000 Penalty: 4981.106934
	Iteration 44Q: 3 clusters Score -2455064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2455066.250000 Penalty: 4981.106934
	Iteration 45Q: 3 clusters Score -2455066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2455071.750000 Penalty: 4981.106934
	Iteration 46Q: 3 clusters Score -2455072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2455068.000000 Penalty: 4981.106934
	Iteration 47Q: 3 clusters Score -2455068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2455069.500000 Penalty: 4981.106934
	Iteration 48Q: 3 clusters Score -2455070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2455072.250000 Penalty: 4981.106934
	Iteration 49Q: 3 clusters Score -2455072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2455072.000000 Penalty: 4981.106934
	Iteration 50Q: 3 clusters Score -2455072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2455072.000000 Penalty: 4981.106934
	Iteration 51F: 3 clusters Score -2455072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175208 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114509 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 42075 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312827 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105073 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 19099 members 
Entering Unmasked Estep 
Score: -114582536.000000 Penalty: 92622.265625
Splitting cluster 14 changes total score from -114583072.000000 to -114582536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (42075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Entering Unmasked Estep 
Score: -4907425.500000 Penalty: 2640.507812
	Iteration 0F: 2 clusters Score -4907426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4878793.500000 Penalty: 5281.015625
	Iteration 0F: 3 clusters Score -4878794 nChanged 19366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4889388.500000 Penalty: 5281.015625
	Iteration 1F: 3 clusters Score -4889388 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4889824.500000 Penalty: 5281.015625
	Iteration 2Q: 3 clusters Score -4889824 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4890297.500000 Penalty: 5281.015625
	Iteration 3Q: 3 clusters Score -4890298 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4890884.500000 Penalty: 5281.015625
	Iteration 4Q: 3 clusters Score -4890884 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4891569.500000 Penalty: 5281.015625
	Iteration 5Q: 3 clusters Score -4891570 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4892583.500000 Penalty: 5281.015625
	Iteration 6Q: 3 clusters Score -4892584 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4894121.500000 Penalty: 5281.015625
	Iteration 7F: 3 clusters Score -4894122 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4896134.000000 Penalty: 5281.015625
	Iteration 8F: 3 clusters Score -4896134 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4898415.000000 Penalty: 5281.015625
	Iteration 9F: 3 clusters Score -4898415 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -4900561.000000 Penalty: 5281.015625
	Iteration 10F: 3 clusters Score -4900561 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4902165.500000 Penalty: 5281.015625
	Iteration 11Q: 3 clusters Score -4902166 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4903242.500000 Penalty: 5281.015625
	Iteration 12Q: 3 clusters Score -4903242 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4903839.500000 Penalty: 5281.015625
	Iteration 13Q: 3 clusters Score -4903840 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4904231.500000 Penalty: 5281.015625
	Iteration 14Q: 3 clusters Score -4904232 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4904456.500000 Penalty: 5281.015625
	Iteration 15Q: 3 clusters Score -4904456 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4904588.000000 Penalty: 5281.015625
	Iteration 16Q: 3 clusters Score -4904588 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4904702.000000 Penalty: 5281.015625
	Iteration 17Q: 3 clusters Score -4904702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4904798.500000 Penalty: 5281.015625
	Iteration 18Q: 3 clusters Score -4904798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4904871.500000 Penalty: 5281.015625
	Iteration 19Q: 3 clusters Score -4904872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4904923.500000 Penalty: 5281.015625
	Iteration 20F: 3 clusters Score -4904924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4904985.000000 Penalty: 5281.015625
	Iteration 21Q: 3 clusters Score -4904985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4905037.000000 Penalty: 5281.015625
	Iteration 22Q: 3 clusters Score -4905037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4905081.000000 Penalty: 5281.015625
	Iteration 23Q: 3 clusters Score -4905081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4905104.500000 Penalty: 5281.015625
	Iteration 24Q: 3 clusters Score -4905104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4905124.500000 Penalty: 5281.015625
	Iteration 25Q: 3 clusters Score -4905124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4905150.500000 Penalty: 5281.015625
	Iteration 26Q: 3 clusters Score -4905150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4905180.000000 Penalty: 5281.015625
	Iteration 27Q: 3 clusters Score -4905180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4905199.500000 Penalty: 5281.015625
	Iteration 28Q: 3 clusters Score -4905200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4905219.000000 Penalty: 5281.015625
	Iteration 29Q: 3 clusters Score -4905219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4905241.000000 Penalty: 5281.015625
	Iteration 30Q: 3 clusters Score -4905241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4905249.500000 Penalty: 5281.015625
	Iteration 31Q: 3 clusters Score -4905250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4905251.500000 Penalty: 5281.015625
	Iteration 32Q: 3 clusters Score -4905252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4905273.000000 Penalty: 5281.015625
	Iteration 33Q: 3 clusters Score -4905273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4905272.000000 Penalty: 5281.015625
	Iteration 34Q: 3 clusters Score -4905272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4905269.000000 Penalty: 5281.015625
	Iteration 35Q: 3 clusters Score -4905269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4905273.000000 Penalty: 5281.015625
	Iteration 36Q: 3 clusters Score -4905273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4905278.000000 Penalty: 5281.015625
	Iteration 37Q: 3 clusters Score -4905278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4905283.000000 Penalty: 5281.015625
	Iteration 38Q: 3 clusters Score -4905283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4905279.000000 Penalty: 5281.015625
	Iteration 39Q: 3 clusters Score -4905279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4905275.500000 Penalty: 5281.015625
	Iteration 40F: 3 clusters Score -4905276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4905275.000000 Penalty: 5281.015625
	Iteration 41Q: 3 clusters Score -4905275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4905284.500000 Penalty: 5281.015625
	Iteration 42Q: 3 clusters Score -4905284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4905288.000000 Penalty: 5281.015625
	Iteration 43Q: 3 clusters Score -4905288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4905287.000000 Penalty: 5281.015625
	Iteration 44Q: 3 clusters Score -4905287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4905290.000000 Penalty: 5281.015625
	Iteration 45Q: 3 clusters Score -4905290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4905287.500000 Penalty: 5281.015625
	Iteration 46Q: 3 clusters Score -4905288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4905292.000000 Penalty: 5281.015625
	Iteration 47Q: 3 clusters Score -4905292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4905288.000000 Penalty: 5281.015625
	Iteration 48Q: 3 clusters Score -4905288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4905287.500000 Penalty: 5281.015625
	Iteration 49Q: 3 clusters Score -4905288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4905287.500000 Penalty: 5281.015625
	Iteration 50F: 3 clusters Score -4905288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Entering Unmasked Estep 
Score: -7417198.000000 Penalty: 2742.893311
	Iteration 0F: 2 clusters Score -7417198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -7374818.000000 Penalty: 5485.786621
	Iteration 0F: 3 clusters Score -7374818 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -7390963.500000 Penalty: 5485.786621
	Iteration 1F: 3 clusters Score -7390964 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -7391445.000000 Penalty: 5485.786621
	Iteration 2Q: 3 clusters Score -7391445 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -7391942.500000 Penalty: 5485.786621
	Iteration 3Q: 3 clusters Score -7391942 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -7392449.000000 Penalty: 5485.786621
	Iteration 4Q: 3 clusters Score -7392449 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -7393092.500000 Penalty: 5485.786621
	Iteration 5Q: 3 clusters Score -7393092 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -7393781.000000 Penalty: 5485.786621
	Iteration 6Q: 3 clusters Score -7393781 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -7394740.000000 Penalty: 5485.786621
	Iteration 7Q: 3 clusters Score -7394740 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7396296.500000 Penalty: 5485.786621
	Iteration 8Q: 3 clusters Score -7396296 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -7398585.500000 Penalty: 5485.786621
	Iteration 9F: 3 clusters Score -7398586 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -7401854.000000 Penalty: 5485.786621
	Iteration 10F: 3 clusters Score -7401854 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -7406108.000000 Penalty: 5485.786621
	Iteration 11F: 3 clusters Score -7406108 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -7410026.500000 Penalty: 5485.786621
	Iteration 12F: 3 clusters Score -7410026 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7412640.000000 Penalty: 5485.786621
	Iteration 13Q: 3 clusters Score -7412640 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -7413871.500000 Penalty: 5485.786621
	Iteration 14Q: 3 clusters Score -7413872 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -7414408.000000 Penalty: 5485.786621
	Iteration 15Q: 3 clusters Score -7414408 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -7414691.500000 Penalty: 5485.786621
	Iteration 16Q: 3 clusters Score -7414692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -7414834.500000 Penalty: 5485.786621
	Iteration 17Q: 3 clusters Score -7414834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -7414912.500000 Penalty: 5485.786621
	Iteration 18Q: 3 clusters Score -7414912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -7414954.000000 Penalty: 5485.786621
	Iteration 19Q: 3 clusters Score -7414954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -7414993.500000 Penalty: 5485.786621
	Iteration 20F: 3 clusters Score -7414994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -7415016.000000 Penalty: 5485.786621
	Iteration 21Q: 3 clusters Score -7415016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -7415019.500000 Penalty: 5485.786621
	Iteration 22Q: 3 clusters Score -7415020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -7415023.500000 Penalty: 5485.786621
	Iteration 23Q: 3 clusters Score -7415024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -7415040.000000 Penalty: 5485.786621
	Iteration 24Q: 3 clusters Score -7415040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -7415059.000000 Penalty: 5485.786621
	Iteration 25Q: 3 clusters Score -7415059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -7415064.500000 Penalty: 5485.786621
	Iteration 26Q: 3 clusters Score -7415064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -7415067.000000 Penalty: 5485.786621
	Iteration 27Q: 3 clusters Score -7415067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -7415067.000000 Penalty: 5485.786621
	Iteration 28F: 3 clusters Score -7415067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -49539.160156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -49539.16 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 246 members 
Entering Unmasked Estep 
Score: -48017.441406 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -48017.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48208.742188 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -48208.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48264.558594 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -48264.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48299.488281 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -48299.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48316.355469 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -48316.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48330.632812 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -48330.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48343.953125 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -48343.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48349.429688 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -48349.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48352.269531 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -48352.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48358.160156 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -48358.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48361.910156 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -48361.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48365.312500 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -48365.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48365.312500 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -48365.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -392792.875000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -392792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -389111.500000 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -389111.5 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -389976.375000 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -389976.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -390267.375000 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -390267.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -390466.250000 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -390466.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -390585.000000 Penalty: 4063.652344
	Iteration 4F: 3 clusters Score -390585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -390675.000000 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -390675 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -390754.156250 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -390754.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -390829.468750 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -390829.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -390893.312500 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -390893.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -390956.468750 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -390956.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -391023.343750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -391023.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -391083.281250 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -391083.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -391132.468750 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -391132.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -391172.406250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -391172.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -391200.375000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -391200.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -391215.906250 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -391215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -391225.375000 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -391225.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -391230.750000 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -391230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -391235.781250 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -391235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -391241.375000 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -391241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -391248.125000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -391248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -391255.406250 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -391255.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -391264.000000 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -391264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -391269.687500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -391269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -391275.843750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -391275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -391278.406250 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -391278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -391282.250000 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -391282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -391284.218750 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -391284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -391286.343750 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -391286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -391290.062500 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -391290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -391291.812500 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -391291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -391292.843750 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -391292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -391292.843750 Penalty: 4063.652344
	Iteration 32F: 3 clusters Score -391292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -90998.687500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -90998.69 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 428 members 
Entering Unmasked Estep 
Score: -89220.906250 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -89220.91 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89478.078125 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -89478.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89573.023438 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -89573.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89635.523438 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -89635.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89669.632812 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -89669.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89697.085938 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -89697.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89715.296875 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -89715.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89734.070312 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -89734.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89752.570312 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -89752.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89768.960938 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -89768.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89792.007812 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -89792.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -89806.234375 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -89806.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -89825.195312 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -89825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89839.679688 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -89839.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89854.382812 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -89854.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89867.109375 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -89867.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -89870.898438 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -89870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89875.562500 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -89875.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -89877.062500 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -89877.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -89877.843750 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -89877.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89878.625000 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -89878.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89879.328125 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -89879.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89879.328125 Penalty: 3342.123535
	Iteration 22F: 3 clusters Score -89879.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -47665.183594 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -47665.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46160.074219 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46160.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46311.437500 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46311.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46363.773438 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46363.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46395.656250 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46395.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46409.546875 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46409.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46418.007812 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46418.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46422.710938 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46422.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46425.718750 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46425.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46428.964844 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -46428.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46428.964844 Penalty: 3037.843018
	Iteration 9F: 3 clusters Score -46428.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (312827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312827 members 
Entering Unmasked Estep 
Score: -35774804.000000 Penalty: 3138.044434
	Iteration 0F: 2 clusters Score -3.57748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 156382 members 
Entering Unmasked Estep 
Score: -35578228.000000 Penalty: 6276.088867
	Iteration 0F: 3 clusters Score -3.557823e+07 nChanged 151886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -35667156.000000 Penalty: 6276.088867
	Iteration 1F: 3 clusters Score -3.566716e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -35667996.000000 Penalty: 6276.088867
	Iteration 2Q: 3 clusters Score -3.5668e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161036 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -35669224.000000 Penalty: 6276.088867
	Iteration 3Q: 3 clusters Score -3.566922e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164106 members 
Mstep: Class 2 contains 148721 members 
Entering Unmasked Estep 
Score: -35670852.000000 Penalty: 6276.088867
	Iteration 4Q: 3 clusters Score -3.567085e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 144068 members 
Entering Unmasked Estep 
Score: -35672504.000000 Penalty: 6276.088867
	Iteration 5Q: 3 clusters Score -3.56725e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -35675132.000000 Penalty: 6276.088867
	Iteration 6Q: 3 clusters Score -3.567513e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185329 members 
Mstep: Class 2 contains 127498 members 
Entering Unmasked Estep 
Score: -35679560.000000 Penalty: 6276.088867
	Iteration 7Q: 3 clusters Score -3.567956e+07 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198545 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -35686776.000000 Penalty: 6276.088867
	Iteration 8F: 3 clusters Score -3.568678e+07 nChanged 18740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215017 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -35697188.000000 Penalty: 6276.088867
	Iteration 9F: 3 clusters Score -3.569719e+07 nChanged 20027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232662 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -35711188.000000 Penalty: 6276.088867
	Iteration 10F: 3 clusters Score -3.571119e+07 nChanged 18672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248564 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -35726744.000000 Penalty: 6276.088867
	Iteration 11F: 3 clusters Score -3.572674e+07 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259581 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -35738384.000000 Penalty: 6276.088867
	Iteration 12Q: 3 clusters Score -3.573838e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265898 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -35745056.000000 Penalty: 6276.088867
	Iteration 13Q: 3 clusters Score -3.574506e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270141 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -35748584.000000 Penalty: 6276.088867
	Iteration 14Q: 3 clusters Score -3.574858e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273888 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -35750856.000000 Penalty: 6276.088867
	Iteration 15Q: 3 clusters Score -3.575086e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277486 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -35752908.000000 Penalty: 6276.088867
	Iteration 16Q: 3 clusters Score -3.575291e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280973 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -35754472.000000 Penalty: 6276.088867
	Iteration 17Q: 3 clusters Score -3.575447e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284265 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -35756400.000000 Penalty: 6276.088867
	Iteration 18Q: 3 clusters Score -3.57564e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287422 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -35758136.000000 Penalty: 6276.088867
	Iteration 19Q: 3 clusters Score -3.575814e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290466 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -35760100.000000 Penalty: 6276.088867
	Iteration 20F: 3 clusters Score -3.57601e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293332 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -35761344.000000 Penalty: 6276.088867
	Iteration 21Q: 3 clusters Score -3.576134e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295998 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -35762752.000000 Penalty: 6276.088867
	Iteration 22Q: 3 clusters Score -3.576275e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298263 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -35763756.000000 Penalty: 6276.088867
	Iteration 23Q: 3 clusters Score -3.576376e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300292 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -35764620.000000 Penalty: 6276.088867
	Iteration 24Q: 3 clusters Score -3.576462e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302081 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -35765452.000000 Penalty: 6276.088867
	Iteration 25Q: 3 clusters Score -3.576545e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303714 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -35766424.000000 Penalty: 6276.088867
	Iteration 26Q: 3 clusters Score -3.576642e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305126 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -35767332.000000 Penalty: 6276.088867
	Iteration 27Q: 3 clusters Score -3.576733e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306320 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -35767976.000000 Penalty: 6276.088867
	Iteration 28Q: 3 clusters Score -3.576798e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307345 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -35768680.000000 Penalty: 6276.088867
	Iteration 29Q: 3 clusters Score -3.576868e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308215 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -35769232.000000 Penalty: 6276.088867
	Iteration 30Q: 3 clusters Score -3.576923e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308942 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -35769784.000000 Penalty: 6276.088867
	Iteration 31Q: 3 clusters Score -3.576978e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309576 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -35770104.000000 Penalty: 6276.088867
	Iteration 32Q: 3 clusters Score -3.57701e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310119 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -35770480.000000 Penalty: 6276.088867
	Iteration 33Q: 3 clusters Score -3.577048e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310525 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -35770748.000000 Penalty: 6276.088867
	Iteration 34Q: 3 clusters Score -3.577075e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310836 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -35770968.000000 Penalty: 6276.088867
	Iteration 35Q: 3 clusters Score -3.577097e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311078 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -35771168.000000 Penalty: 6276.088867
	Iteration 36Q: 3 clusters Score -3.577117e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311268 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -35771328.000000 Penalty: 6276.088867
	Iteration 37Q: 3 clusters Score -3.577133e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311411 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -35771472.000000 Penalty: 6276.088867
	Iteration 38Q: 3 clusters Score -3.577147e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311522 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -35771560.000000 Penalty: 6276.088867
	Iteration 39Q: 3 clusters Score -3.577156e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311628 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -35771668.000000 Penalty: 6276.088867
	Iteration 40F: 3 clusters Score -3.577167e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311696 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -35771704.000000 Penalty: 6276.088867
	Iteration 41Q: 3 clusters Score -3.57717e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311747 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -35771756.000000 Penalty: 6276.088867
	Iteration 42Q: 3 clusters Score -3.577176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311798 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -35771792.000000 Penalty: 6276.088867
	Iteration 43Q: 3 clusters Score -3.577179e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311838 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -35771780.000000 Penalty: 6276.088867
	Iteration 44Q: 3 clusters Score -3.577178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311875 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -35771776.000000 Penalty: 6276.088867
	Iteration 45Q: 3 clusters Score -3.577178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311905 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -35771784.000000 Penalty: 6276.088867
	Iteration 46Q: 3 clusters Score -3.577178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311932 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -35771868.000000 Penalty: 6276.088867
	Iteration 47Q: 3 clusters Score -3.577187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311956 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -35771848.000000 Penalty: 6276.088867
	Iteration 48Q: 3 clusters Score -3.577185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -35771880.000000 Penalty: 6276.088867
	Iteration 49Q: 3 clusters Score -3.577188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312002 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -35771916.000000 Penalty: 6276.088867
	Iteration 50Q: 3 clusters Score -3.577192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312017 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -35771924.000000 Penalty: 6276.088867
	Iteration 51Q: 3 clusters Score -3.577192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312027 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -35771956.000000 Penalty: 6276.088867
	Iteration 52Q: 3 clusters Score -3.577196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312036 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -35771932.000000 Penalty: 6276.088867
	Iteration 53Q: 3 clusters Score -3.577193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312048 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35771932.000000 Penalty: 6276.088867
	Iteration 54Q: 3 clusters Score -3.577193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312055 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -35771932.000000 Penalty: 6276.088867
	Iteration 55Q: 3 clusters Score -3.577193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312063 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -35771936.000000 Penalty: 6276.088867
	Iteration 56Q: 3 clusters Score -3.577194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312071 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -35771960.000000 Penalty: 6276.088867
	Iteration 57Q: 3 clusters Score -3.577196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312079 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -35771948.000000 Penalty: 6276.088867
	Iteration 58Q: 3 clusters Score -3.577195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312079 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -35771940.000000 Penalty: 6276.088867
	Iteration 59Q: 3 clusters Score -3.577194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312082 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -35771948.000000 Penalty: 6276.088867
	Iteration 60F: 3 clusters Score -3.577195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312084 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -35771964.000000 Penalty: 6276.088867
	Iteration 61Q: 3 clusters Score -3.577196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312087 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -35771968.000000 Penalty: 6276.088867
	Iteration 62Q: 3 clusters Score -3.577197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312092 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35771964.000000 Penalty: 6276.088867
	Iteration 63Q: 3 clusters Score -3.577196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312090 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -35771968.000000 Penalty: 6276.088867
	Iteration 64Q: 3 clusters Score -3.577197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312091 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -35771964.000000 Penalty: 6276.088867
	Iteration 65Q: 3 clusters Score -3.577196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312091 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -35771964.000000 Penalty: 6276.088867
	Iteration 66F: 3 clusters Score -3.577196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -13392.445312 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -13392.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12423.927734 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -12423.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12491.963867 Penalty: 2491.844727
	Iteration 1F: 3 clusters Score -12491.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12496.454102 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -12496.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12496.454102 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -12496.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -65842.687500 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -65842.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64228.199219 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -64228.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64437.011719 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -64437.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64519.378906 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -64519.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64581.078125 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -64581.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64658.851562 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -64658.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64714.320312 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -64714.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64792.539062 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -64792.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64864.414062 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -64864.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64928.097656 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -64928.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64974.148438 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -64974.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65042.171875 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -65042.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65113.339844 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -65113.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65170.289062 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -65170.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65234.640625 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -65234.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -65255.292969 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -65255.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -65261.265625 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -65261.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65267.222656 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -65267.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65278.878906 Penalty: 3223.147949
	Iteration 17F: 3 clusters Score -65278.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65317.089844 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -65317.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -65338.832031 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -65338.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -65345.863281 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -65345.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -65350.054688 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -65350.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65358.652344 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -65358.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65365.503906 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -65365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65371.207031 Penalty: 3223.147949
	Iteration 24Q: 3 clusters Score -65371.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65371.207031 Penalty: 3223.147949
	Iteration 25F: 3 clusters Score -65371.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (105073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105073 members 
Entering Unmasked Estep 
Score: -12137062.000000 Penalty: 2867.477783
	Iteration 0F: 2 clusters Score -1.213706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -12066635.000000 Penalty: 5734.955566
	Iteration 0F: 3 clusters Score -1.206664e+07 nChanged 49750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -12095444.000000 Penalty: 5734.955566
	Iteration 1F: 3 clusters Score -1.209544e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -12096736.000000 Penalty: 5734.955566
	Iteration 2Q: 3 clusters Score -1.209674e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -12098776.000000 Penalty: 5734.955566
	Iteration 3Q: 3 clusters Score -1.209878e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -12102184.000000 Penalty: 5734.955566
	Iteration 4F: 3 clusters Score -1.210218e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -12107662.000000 Penalty: 5734.955566
	Iteration 5F: 3 clusters Score -1.210766e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -12114761.000000 Penalty: 5734.955566
	Iteration 6F: 3 clusters Score -1.211476e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -12122175.000000 Penalty: 5734.955566
	Iteration 7F: 3 clusters Score -1.212218e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -12128170.000000 Penalty: 5734.955566
	Iteration 8F: 3 clusters Score -1.212817e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -12131709.000000 Penalty: 5734.955566
	Iteration 9Q: 3 clusters Score -1.213171e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 101851 members 
Entering Unmasked Estep 
Score: -12133255.000000 Penalty: 5734.955566
	Iteration 10Q: 3 clusters Score -1.213326e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -12133993.000000 Penalty: 5734.955566
	Iteration 11Q: 3 clusters Score -1.213399e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -12134351.000000 Penalty: 5734.955566
	Iteration 12Q: 3 clusters Score -1.213435e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 103102 members 
Entering Unmasked Estep 
Score: -12134527.000000 Penalty: 5734.955566
	Iteration 13Q: 3 clusters Score -1.213453e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -12134602.000000 Penalty: 5734.955566
	Iteration 14Q: 3 clusters Score -1.21346e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -12134658.000000 Penalty: 5734.955566
	Iteration 15Q: 3 clusters Score -1.213466e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -12134706.000000 Penalty: 5734.955566
	Iteration 16Q: 3 clusters Score -1.213471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -12134728.000000 Penalty: 5734.955566
	Iteration 17Q: 3 clusters Score -1.213473e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -12134762.000000 Penalty: 5734.955566
	Iteration 18Q: 3 clusters Score -1.213476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -12134769.000000 Penalty: 5734.955566
	Iteration 19Q: 3 clusters Score -1.213477e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -12134782.000000 Penalty: 5734.955566
	Iteration 20F: 3 clusters Score -1.213478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -12134805.000000 Penalty: 5734.955566
	Iteration 21Q: 3 clusters Score -1.21348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 103670 members 
Entering Unmasked Estep 
Score: -12134824.000000 Penalty: 5734.955566
	Iteration 22Q: 3 clusters Score -1.213482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -12134838.000000 Penalty: 5734.955566
	Iteration 23Q: 3 clusters Score -1.213484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -12134841.000000 Penalty: 5734.955566
	Iteration 24Q: 3 clusters Score -1.213484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -12134868.000000 Penalty: 5734.955566
	Iteration 25Q: 3 clusters Score -1.213487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -12134864.000000 Penalty: 5734.955566
	Iteration 26Q: 3 clusters Score -1.213486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -12134866.000000 Penalty: 5734.955566
	Iteration 27Q: 3 clusters Score -1.213487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -12134882.000000 Penalty: 5734.955566
	Iteration 28Q: 3 clusters Score -1.213488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -12134882.000000 Penalty: 5734.955566
	Iteration 29Q: 3 clusters Score -1.213488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -12134885.000000 Penalty: 5734.955566
	Iteration 30Q: 3 clusters Score -1.213488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -12134888.000000 Penalty: 5734.955566
	Iteration 31Q: 3 clusters Score -1.213489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -12134897.000000 Penalty: 5734.955566
	Iteration 32Q: 3 clusters Score -1.21349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -12134903.000000 Penalty: 5734.955566
	Iteration 33Q: 3 clusters Score -1.21349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -12134899.000000 Penalty: 5734.955566
	Iteration 34Q: 3 clusters Score -1.21349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -12134899.000000 Penalty: 5734.955566
	Iteration 35F: 3 clusters Score -1.21349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -67786.804688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -67786.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66090.921875 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -66090.92 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66300.218750 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -66300.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66379.664062 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -66379.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66420.117188 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -66420.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66449.273438 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -66449.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66469.867188 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -66469.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66477.117188 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -66477.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66496.937500 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -66496.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66512.085938 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -66512.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66520.148438 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -66520.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66530.500000 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -66530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66535.023438 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -66535.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66535.023438 Penalty: 3233.497070
	Iteration 12F: 3 clusters Score -66535.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -71801.046875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -71801.05 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 382 members 
Entering Unmasked Estep 
Score: -70107.500000 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -70107.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70331.546875 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -70331.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70409.367188 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -70409.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70457.937500 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -70457.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70490.289062 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -70490.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70533.273438 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -70533.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70597.359375 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -70597.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70692.632812 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -70692.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70828.382812 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -70828.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70971.632812 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -70971.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71041.156250 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -71041.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71093.531250 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -71093.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71153.421875 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -71153.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71189.476562 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -71189.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71214.054688 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -71214.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71241.929688 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -71241.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71258.718750 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -71258.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71278.578125 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -71278.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71284.312500 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -71284.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71286.984375 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -71286.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71291.648438 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -71291.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71305.890625 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -71305.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71315.132812 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -71315.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71320.890625 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -71320.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71328.726562 Penalty: 3254.972412
	Iteration 24Q: 3 clusters Score -71328.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71338.234375 Penalty: 3254.972412
	Iteration 25Q: 3 clusters Score -71338.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71344.367188 Penalty: 3254.972412
	Iteration 26Q: 3 clusters Score -71344.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71353.023438 Penalty: 3254.972412
	Iteration 27Q: 3 clusters Score -71353.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71363.820312 Penalty: 3254.972412
	Iteration 28Q: 3 clusters Score -71363.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71366.398438 Penalty: 3254.972412
	Iteration 29Q: 3 clusters Score -71366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71368.218750 Penalty: 3254.972412
	Iteration 30Q: 3 clusters Score -71368.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71371.890625 Penalty: 3254.972412
	Iteration 31Q: 3 clusters Score -71371.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71375.234375 Penalty: 3254.972412
	Iteration 32Q: 3 clusters Score -71375.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71378.257812 Penalty: 3254.972412
	Iteration 33Q: 3 clusters Score -71378.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71378.257812 Penalty: 3254.972412
	Iteration 34F: 3 clusters Score -71378.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175208 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114509 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42075 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312827 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105073 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583136.000000 Penalty: 89191.812500
Iteration 239Q: 27 clusters Score -1.145831e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175210 members 
Mstep: Class 3 contains 46692 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114503 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34883 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42083 members 
Mstep: Class 16 contains 63579 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312826 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105071 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583128.000000 Penalty: 89191.812500
Iteration 240F: 27 clusters Score -1.145831e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175215 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33264 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114493 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34883 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 42084 members 
Mstep: Class 16 contains 63579 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312830 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105070 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583192.000000 Penalty: 89191.812500
Iteration 241Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175222 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114484 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 42088 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312828 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105067 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583200.000000 Penalty: 89191.812500
Iteration 242Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175226 members 
Mstep: Class 3 contains 46693 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114477 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 22983 members 
Mstep: Class 15 contains 42092 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312827 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105065 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583192.000000 Penalty: 89191.812500
Iteration 243Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175232 members 
Mstep: Class 3 contains 46695 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114465 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312832 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105064 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583160.000000 Penalty: 89191.812500
Iteration 244Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175238 members 
Mstep: Class 3 contains 46697 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33264 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114456 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 42095 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312836 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105064 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583152.000000 Penalty: 89191.812500
Iteration 245Q: 27 clusters Score -1.145832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175237 members 
Mstep: Class 3 contains 46698 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33262 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114450 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 42095 members 
Mstep: Class 16 contains 63581 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312843 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105063 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583096.000000 Penalty: 89191.812500
Iteration 246Q: 27 clusters Score -1.145831e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175235 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33264 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114440 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312854 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105063 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583088.000000 Penalty: 89191.812500
Iteration 247Q: 27 clusters Score -1.145831e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175239 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114431 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34885 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42093 members 
Mstep: Class 16 contains 63579 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312858 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105064 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583128.000000 Penalty: 89191.812500
Iteration 248Q: 27 clusters Score -1.145831e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175242 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114419 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34886 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42093 members 
Mstep: Class 16 contains 63579 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312867 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105063 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583112.000000 Penalty: 89191.812500
Iteration 249Q: 27 clusters Score -1.145831e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175242 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114406 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312877 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105062 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583064.000000 Penalty: 89191.812500
Iteration 250Q: 27 clusters Score -1.145831e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175243 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114394 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17199 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312885 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105063 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 251Q: 27 clusters Score -1.145831e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175244 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114378 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34889 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312899 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105062 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583024.000000 Penalty: 89191.812500
Iteration 252Q: 27 clusters Score -1.14583e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175245 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114367 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34890 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42094 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312909 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105061 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583016.000000 Penalty: 89191.812500
Iteration 253Q: 27 clusters Score -1.14583e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175249 members 
Mstep: Class 3 contains 46700 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114350 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34893 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42095 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312918 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105061 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583008.000000 Penalty: 89191.812500
Iteration 254Q: 27 clusters Score -1.14583e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175251 members 
Mstep: Class 3 contains 46701 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114337 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34894 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42095 members 
Mstep: Class 16 contains 63580 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312927 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105061 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583032.000000 Penalty: 89191.812500
Iteration 255Q: 27 clusters Score -1.14583e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175250 members 
Mstep: Class 3 contains 46700 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114322 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34897 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 42097 members 
Mstep: Class 16 contains 63582 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312938 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105061 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583016.000000 Penalty: 89191.812500
Iteration 256Q: 27 clusters Score -1.14583e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175253 members 
Mstep: Class 3 contains 46702 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114309 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34900 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 42097 members 
Mstep: Class 16 contains 63584 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312942 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105059 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583032.000000 Penalty: 89191.812500
Iteration 257Q: 27 clusters Score -1.14583e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175257 members 
Mstep: Class 3 contains 46702 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114292 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 42097 members 
Mstep: Class 16 contains 63587 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312953 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105056 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583024.000000 Penalty: 89191.812500
Iteration 258Q: 27 clusters Score -1.14583e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175259 members 
Mstep: Class 3 contains 46704 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114280 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17200 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 22978 members 
Mstep: Class 15 contains 42098 members 
Mstep: Class 16 contains 63588 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312960 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105055 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583040.000000 Penalty: 89191.812500
Iteration 259Q: 27 clusters Score -1.14583e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175262 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114266 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 42099 members 
Mstep: Class 16 contains 63588 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312967 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105055 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114582968.000000 Penalty: 89191.812500
Iteration 260F: 27 clusters Score -1.14583e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175264 members 
Mstep: Class 3 contains 46706 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33267 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114252 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 22979 members 
Mstep: Class 15 contains 42100 members 
Mstep: Class 16 contains 63589 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312977 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105054 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583024.000000 Penalty: 89191.812500
Iteration 261Q: 27 clusters Score -1.14583e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175265 members 
Mstep: Class 3 contains 46707 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33268 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114240 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 42101 members 
Mstep: Class 16 contains 63590 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312983 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105053 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583112.000000 Penalty: 89191.812500
Iteration 262Q: 27 clusters Score -1.145831e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175266 members 
Mstep: Class 3 contains 46708 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33269 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114227 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 22981 members 
Mstep: Class 15 contains 42102 members 
Mstep: Class 16 contains 63592 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312988 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105052 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583056.000000 Penalty: 89191.812500
Iteration 263Q: 27 clusters Score -1.145831e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175267 members 
Mstep: Class 3 contains 46708 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33270 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114215 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34906 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42103 members 
Mstep: Class 16 contains 63594 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312998 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105048 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 264Q: 27 clusters Score -1.145831e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175270 members 
Mstep: Class 3 contains 46708 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33271 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 114202 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34908 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42108 members 
Mstep: Class 16 contains 63597 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312995 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105048 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 265Q: 27 clusters Score -1.145831e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175277 members 
Mstep: Class 3 contains 46709 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33272 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114187 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34910 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42113 members 
Mstep: Class 16 contains 63598 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312991 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105047 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583056.000000 Penalty: 89191.812500
Iteration 266Q: 27 clusters Score -1.145831e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175278 members 
Mstep: Class 3 contains 46712 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 114173 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17201 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34912 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 42120 members 
Mstep: Class 16 contains 63598 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312989 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105047 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583024.000000 Penalty: 89191.812500
Iteration 267Q: 27 clusters Score -1.14583e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175279 members 
Mstep: Class 3 contains 46712 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 114161 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34918 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42123 members 
Mstep: Class 16 contains 63599 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312990 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 105047 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 268Q: 27 clusters Score -1.145831e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175279 members 
Mstep: Class 3 contains 46712 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 114151 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34921 members 
Mstep: Class 14 contains 22986 members 
Mstep: Class 15 contains 42127 members 
Mstep: Class 16 contains 63600 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312991 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105046 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 269Q: 27 clusters Score -1.145831e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175281 members 
Mstep: Class 3 contains 46711 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 114146 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34922 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42128 members 
Mstep: Class 16 contains 63600 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312994 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105046 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583032.000000 Penalty: 89191.812500
Iteration 270Q: 27 clusters Score -1.14583e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175285 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114135 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34922 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 42132 members 
Mstep: Class 16 contains 63601 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 312999 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583032.000000 Penalty: 89191.812500
Iteration 271Q: 27 clusters Score -1.14583e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175286 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114128 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 34922 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63601 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313005 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583056.000000 Penalty: 89191.812500
Iteration 272Q: 27 clusters Score -1.145831e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175288 members 
Mstep: Class 3 contains 46709 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33274 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114120 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34922 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63601 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313012 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583088.000000 Penalty: 89191.812500
Iteration 273Q: 27 clusters Score -1.145831e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175290 members 
Mstep: Class 3 contains 46708 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33274 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114116 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34924 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313012 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583104.000000 Penalty: 89191.812500
Iteration 274Q: 27 clusters Score -1.145831e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175291 members 
Mstep: Class 3 contains 46706 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33275 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34923 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313012 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583112.000000 Penalty: 89191.812500
Iteration 275Q: 27 clusters Score -1.145831e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175291 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34924 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313011 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583120.000000 Penalty: 89191.812500
Iteration 276Q: 27 clusters Score -1.145831e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175293 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313006 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 277Q: 27 clusters Score -1.145831e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175293 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313005 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583096.000000 Penalty: 89191.812500
Iteration 278Q: 27 clusters Score -1.145831e+08 nChanged 1
Entering ConstructFrom: 
Score: -114583096.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -749736.812500 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -749736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -744276.437500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -744276.4 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -745815.625000 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -745815.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -746182.125000 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -746182.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -746512.687500 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -746512.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -746815.750000 Penalty: 4352.519531
	Iteration 4F: 3 clusters Score -746815.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -747067.750000 Penalty: 4352.519531
	Iteration 5F: 3 clusters Score -747067.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -747324.125000 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -747324.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -747558.875000 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -747558.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -747756.750000 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -747756.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -747890.250000 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -747890.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -747990.687500 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -747990.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -748057.375000 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -748057.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -748106.375000 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -748106.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -748141.562500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -748141.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -748169.625000 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -748169.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -748187.000000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -748187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -748208.062500 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -748208.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -748220.875000 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -748220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -748227.375000 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -748227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -748231.562500 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -748231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -748235.500000 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -748235.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -748241.375000 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -748241.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -748248.750000 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -748248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -748251.750000 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -748251.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -748257.500000 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -748257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -748260.750000 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -748260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -748264.187500 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -748264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -748266.000000 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -748266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -748264.312500 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -748264.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -748264.312500 Penalty: 4352.519531
	Iteration 29F: 3 clusters Score -748264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Entering Unmasked Estep 
Score: -20160356.000000 Penalty: 2994.405029
	Iteration 0F: 2 clusters Score -2.016036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -20045980.000000 Penalty: 5988.810059
	Iteration 0F: 3 clusters Score -2.004598e+07 nChanged 84075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -20094890.000000 Penalty: 5988.810059
	Iteration 1F: 3 clusters Score -2.009489e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -20095972.000000 Penalty: 5988.810059
	Iteration 2Q: 3 clusters Score -2.009597e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -20097726.000000 Penalty: 5988.810059
	Iteration 3Q: 3 clusters Score -2.009773e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -20100140.000000 Penalty: 5988.810059
	Iteration 4Q: 3 clusters Score -2.010014e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -20104406.000000 Penalty: 5988.810059
	Iteration 5F: 3 clusters Score -2.010441e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -20110782.000000 Penalty: 5988.810059
	Iteration 6F: 3 clusters Score -2.011078e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -20120570.000000 Penalty: 5988.810059
	Iteration 7F: 3 clusters Score -2.012057e+07 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -20133074.000000 Penalty: 5988.810059
	Iteration 8F: 3 clusters Score -2.013307e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157062 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -20144452.000000 Penalty: 5988.810059
	Iteration 9F: 3 clusters Score -2.014445e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -20151742.000000 Penalty: 5988.810059
	Iteration 10Q: 3 clusters Score -2.015174e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -20155360.000000 Penalty: 5988.810059
	Iteration 11Q: 3 clusters Score -2.015536e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171783 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -20156860.000000 Penalty: 5988.810059
	Iteration 12Q: 3 clusters Score -2.015686e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172456 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -20157628.000000 Penalty: 5988.810059
	Iteration 13Q: 3 clusters Score -2.015763e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20158112.000000 Penalty: 5988.810059
	Iteration 14Q: 3 clusters Score -2.015811e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172901 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20158338.000000 Penalty: 5988.810059
	Iteration 15Q: 3 clusters Score -2.015834e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173035 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -20158380.000000 Penalty: 5988.810059
	Iteration 16Q: 3 clusters Score -2.015838e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20158382.000000 Penalty: 5988.810059
	Iteration 17Q: 3 clusters Score -2.015838e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -20158436.000000 Penalty: 5988.810059
	Iteration 18Q: 3 clusters Score -2.015844e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173260 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20158482.000000 Penalty: 5988.810059
	Iteration 19Q: 3 clusters Score -2.015848e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20158482.000000 Penalty: 5988.810059
	Iteration 20F: 3 clusters Score -2.015848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -20158480.000000 Penalty: 5988.810059
	Iteration 21Q: 3 clusters Score -2.015848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20158458.000000 Penalty: 5988.810059
	Iteration 22Q: 3 clusters Score -2.015846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -20158438.000000 Penalty: 5988.810059
	Iteration 23Q: 3 clusters Score -2.015844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20158444.000000 Penalty: 5988.810059
	Iteration 24Q: 3 clusters Score -2.015844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173429 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20158434.000000 Penalty: 5988.810059
	Iteration 25Q: 3 clusters Score -2.015843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20158434.000000 Penalty: 5988.810059
	Iteration 26Q: 3 clusters Score -2.015843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173447 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -20158414.000000 Penalty: 5988.810059
	Iteration 27Q: 3 clusters Score -2.015841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20158402.000000 Penalty: 5988.810059
	Iteration 28Q: 3 clusters Score -2.01584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173462 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20158394.000000 Penalty: 5988.810059
	Iteration 29Q: 3 clusters Score -2.015839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173463 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -20158400.000000 Penalty: 5988.810059
	Iteration 30Q: 3 clusters Score -2.01584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20158406.000000 Penalty: 5988.810059
	Iteration 31Q: 3 clusters Score -2.015841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -20158402.000000 Penalty: 5988.810059
	Iteration 32Q: 3 clusters Score -2.01584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20158400.000000 Penalty: 5988.810059
	Iteration 33Q: 3 clusters Score -2.01584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20158400.000000 Penalty: 5988.810059
	Iteration 34F: 3 clusters Score -2.01584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Entering Unmasked Estep 
Score: -5474421.000000 Penalty: 2666.398438
	Iteration 0F: 2 clusters Score -5474421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5443093.000000 Penalty: 5332.796875
	Iteration 0F: 3 clusters Score -5443093 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5454801.500000 Penalty: 5332.796875
	Iteration 1F: 3 clusters Score -5454802 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -5455337.000000 Penalty: 5332.796875
	Iteration 2Q: 3 clusters Score -5455337 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5455875.500000 Penalty: 5332.796875
	Iteration 3Q: 3 clusters Score -5455876 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -5456545.500000 Penalty: 5332.796875
	Iteration 4Q: 3 clusters Score -5456546 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -5457463.000000 Penalty: 5332.796875
	Iteration 5Q: 3 clusters Score -5457463 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5458725.000000 Penalty: 5332.796875
	Iteration 6F: 3 clusters Score -5458725 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -5460606.500000 Penalty: 5332.796875
	Iteration 7F: 3 clusters Score -5460606 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5463218.000000 Penalty: 5332.796875
	Iteration 8F: 3 clusters Score -5463218 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5466300.000000 Penalty: 5332.796875
	Iteration 9F: 3 clusters Score -5466300 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5468998.500000 Penalty: 5332.796875
	Iteration 10F: 3 clusters Score -5468998 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -5470705.000000 Penalty: 5332.796875
	Iteration 11Q: 3 clusters Score -5470705 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -5471468.000000 Penalty: 5332.796875
	Iteration 12Q: 3 clusters Score -5471468 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -5471821.500000 Penalty: 5332.796875
	Iteration 13Q: 3 clusters Score -5471822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -5471962.500000 Penalty: 5332.796875
	Iteration 14Q: 3 clusters Score -5471962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5472031.500000 Penalty: 5332.796875
	Iteration 15Q: 3 clusters Score -5472032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -5472083.000000 Penalty: 5332.796875
	Iteration 16Q: 3 clusters Score -5472083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5472116.000000 Penalty: 5332.796875
	Iteration 17Q: 3 clusters Score -5472116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5472127.500000 Penalty: 5332.796875
	Iteration 18Q: 3 clusters Score -5472128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -5472163.500000 Penalty: 5332.796875
	Iteration 19Q: 3 clusters Score -5472164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -5472182.500000 Penalty: 5332.796875
	Iteration 20F: 3 clusters Score -5472182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -5472196.500000 Penalty: 5332.796875
	Iteration 21Q: 3 clusters Score -5472196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5472211.000000 Penalty: 5332.796875
	Iteration 22Q: 3 clusters Score -5472211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -5472220.000000 Penalty: 5332.796875
	Iteration 23Q: 3 clusters Score -5472220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -5472232.500000 Penalty: 5332.796875
	Iteration 24Q: 3 clusters Score -5472232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -5472236.000000 Penalty: 5332.796875
	Iteration 25Q: 3 clusters Score -5472236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5472241.000000 Penalty: 5332.796875
	Iteration 26Q: 3 clusters Score -5472241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5472242.000000 Penalty: 5332.796875
	Iteration 27Q: 3 clusters Score -5472242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5472245.500000 Penalty: 5332.796875
	Iteration 28Q: 3 clusters Score -5472246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -5472251.000000 Penalty: 5332.796875
	Iteration 29Q: 3 clusters Score -5472251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -5472251.000000 Penalty: 5332.796875
	Iteration 30F: 3 clusters Score -5472251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -214272.515625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -214272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -211703.140625 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -211703.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212162.203125 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -212162.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -212270.468750 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -212270.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212322.546875 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -212322.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -212356.296875 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -212356.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212389.125000 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -212389.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -212405.640625 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -212405.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212420.843750 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -212420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -212436.968750 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -212437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -212445.781250 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -212445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -212449.296875 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -212449.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -212450.328125 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -212450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -212451.890625 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -212451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -212453.609375 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -212453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212456.265625 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -212456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212457.015625 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -212457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212457.390625 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -212457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212457.390625 Penalty: 3739.093506
	Iteration 17F: 3 clusters Score -212457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Entering Unmasked Estep 
Score: -3744759.500000 Penalty: 2582.337646
	Iteration 0F: 2 clusters Score -3744760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3722036.000000 Penalty: 5164.675293
	Iteration 0F: 3 clusters Score -3722036 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3730302.500000 Penalty: 5164.675293
	Iteration 1F: 3 clusters Score -3730302 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3730767.750000 Penalty: 5164.675293
	Iteration 2Q: 3 clusters Score -3730768 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3731201.000000 Penalty: 5164.675293
	Iteration 3Q: 3 clusters Score -3731201 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3731634.250000 Penalty: 5164.675293
	Iteration 4Q: 3 clusters Score -3731634 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3732054.500000 Penalty: 5164.675293
	Iteration 5Q: 3 clusters Score -3732054 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3732503.000000 Penalty: 5164.675293
	Iteration 6Q: 3 clusters Score -3732503 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3732985.500000 Penalty: 5164.675293
	Iteration 7Q: 3 clusters Score -3732986 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3733570.250000 Penalty: 5164.675293
	Iteration 8Q: 3 clusters Score -3733570 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3734337.250000 Penalty: 5164.675293
	Iteration 9Q: 3 clusters Score -3734337 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3735218.000000 Penalty: 5164.675293
	Iteration 10Q: 3 clusters Score -3735218 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3736308.000000 Penalty: 5164.675293
	Iteration 11F: 3 clusters Score -3736308 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3737436.500000 Penalty: 5164.675293
	Iteration 12F: 3 clusters Score -3737436 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3738560.500000 Penalty: 5164.675293
	Iteration 13Q: 3 clusters Score -3738560 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3739725.000000 Penalty: 5164.675293
	Iteration 14Q: 3 clusters Score -3739725 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3740730.500000 Penalty: 5164.675293
	Iteration 15Q: 3 clusters Score -3740730 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3741432.000000 Penalty: 5164.675293
	Iteration 16Q: 3 clusters Score -3741432 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3741866.750000 Penalty: 5164.675293
	Iteration 17Q: 3 clusters Score -3741867 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3742143.750000 Penalty: 5164.675293
	Iteration 18Q: 3 clusters Score -3742144 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3742295.000000 Penalty: 5164.675293
	Iteration 19Q: 3 clusters Score -3742295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3742391.500000 Penalty: 5164.675293
	Iteration 20F: 3 clusters Score -3742392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3742444.250000 Penalty: 5164.675293
	Iteration 21Q: 3 clusters Score -3742444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3742496.000000 Penalty: 5164.675293
	Iteration 22Q: 3 clusters Score -3742496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3742517.750000 Penalty: 5164.675293
	Iteration 23Q: 3 clusters Score -3742518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3742548.750000 Penalty: 5164.675293
	Iteration 24Q: 3 clusters Score -3742549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3742570.500000 Penalty: 5164.675293
	Iteration 25Q: 3 clusters Score -3742570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3742595.250000 Penalty: 5164.675293
	Iteration 26Q: 3 clusters Score -3742595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3742617.250000 Penalty: 5164.675293
	Iteration 27Q: 3 clusters Score -3742617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3742622.000000 Penalty: 5164.675293
	Iteration 28Q: 3 clusters Score -3742622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3742632.000000 Penalty: 5164.675293
	Iteration 29Q: 3 clusters Score -3742632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3742635.750000 Penalty: 5164.675293
	Iteration 30Q: 3 clusters Score -3742636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3742638.000000 Penalty: 5164.675293
	Iteration 31Q: 3 clusters Score -3742638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3742641.500000 Penalty: 5164.675293
	Iteration 32Q: 3 clusters Score -3742642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3742639.000000 Penalty: 5164.675293
	Iteration 33Q: 3 clusters Score -3742639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3742643.000000 Penalty: 5164.675293
	Iteration 34Q: 3 clusters Score -3742643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3742648.000000 Penalty: 5164.675293
	Iteration 35Q: 3 clusters Score -3742648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3742646.500000 Penalty: 5164.675293
	Iteration 36Q: 3 clusters Score -3742646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3742646.500000 Penalty: 5164.675293
	Iteration 37F: 3 clusters Score -3742646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -930009.500000 Penalty: 2232.761230
	Iteration 0F: 2 clusters Score -930009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -923472.687500 Penalty: 4465.522461
	Iteration 0F: 3 clusters Score -923472.7 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -925311.937500 Penalty: 4465.522461
	Iteration 1F: 3 clusters Score -925311.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -925636.875000 Penalty: 4465.522461
	Iteration 2F: 3 clusters Score -925636.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -925869.312500 Penalty: 4465.522461
	Iteration 3F: 3 clusters Score -925869.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -926028.125000 Penalty: 4465.522461
	Iteration 4Q: 3 clusters Score -926028.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -926162.375000 Penalty: 4465.522461
	Iteration 5Q: 3 clusters Score -926162.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -926267.312500 Penalty: 4465.522461
	Iteration 6Q: 3 clusters Score -926267.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -926341.625000 Penalty: 4465.522461
	Iteration 7Q: 3 clusters Score -926341.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -926396.812500 Penalty: 4465.522461
	Iteration 8Q: 3 clusters Score -926396.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -926437.875000 Penalty: 4465.522461
	Iteration 9Q: 3 clusters Score -926437.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -926477.062500 Penalty: 4465.522461
	Iteration 10Q: 3 clusters Score -926477.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -926515.937500 Penalty: 4465.522461
	Iteration 11Q: 3 clusters Score -926515.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -926551.750000 Penalty: 4465.522461
	Iteration 12Q: 3 clusters Score -926551.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -926589.562500 Penalty: 4465.522461
	Iteration 13Q: 3 clusters Score -926589.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -926626.625000 Penalty: 4465.522461
	Iteration 14Q: 3 clusters Score -926626.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -926663.125000 Penalty: 4465.522461
	Iteration 15Q: 3 clusters Score -926663.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -926702.000000 Penalty: 4465.522461
	Iteration 16Q: 3 clusters Score -926702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -926729.875000 Penalty: 4465.522461
	Iteration 17Q: 3 clusters Score -926729.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -926760.437500 Penalty: 4465.522461
	Iteration 18Q: 3 clusters Score -926760.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -926786.750000 Penalty: 4465.522461
	Iteration 19Q: 3 clusters Score -926786.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -926823.125000 Penalty: 4465.522461
	Iteration 20F: 3 clusters Score -926823.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -926864.187500 Penalty: 4465.522461
	Iteration 21Q: 3 clusters Score -926864.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -926903.937500 Penalty: 4465.522461
	Iteration 22Q: 3 clusters Score -926903.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -926943.500000 Penalty: 4465.522461
	Iteration 23Q: 3 clusters Score -926943.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -926972.875000 Penalty: 4465.522461
	Iteration 24Q: 3 clusters Score -926972.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -927010.375000 Penalty: 4465.522461
	Iteration 25Q: 3 clusters Score -927010.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -927062.750000 Penalty: 4465.522461
	Iteration 26Q: 3 clusters Score -927062.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -927125.625000 Penalty: 4465.522461
	Iteration 27Q: 3 clusters Score -927125.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -927188.937500 Penalty: 4465.522461
	Iteration 28Q: 3 clusters Score -927188.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -927263.437500 Penalty: 4465.522461
	Iteration 29Q: 3 clusters Score -927263.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -927342.687500 Penalty: 4465.522461
	Iteration 30Q: 3 clusters Score -927342.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -927421.687500 Penalty: 4465.522461
	Iteration 31Q: 3 clusters Score -927421.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -927490.750000 Penalty: 4465.522461
	Iteration 32Q: 3 clusters Score -927490.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -927579.500000 Penalty: 4465.522461
	Iteration 33Q: 3 clusters Score -927579.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -927668.187500 Penalty: 4465.522461
	Iteration 34Q: 3 clusters Score -927668.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -927750.375000 Penalty: 4465.522461
	Iteration 35Q: 3 clusters Score -927750.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -927811.125000 Penalty: 4465.522461
	Iteration 36Q: 3 clusters Score -927811.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -927858.437500 Penalty: 4465.522461
	Iteration 37Q: 3 clusters Score -927858.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -927902.875000 Penalty: 4465.522461
	Iteration 38Q: 3 clusters Score -927902.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -927940.937500 Penalty: 4465.522461
	Iteration 39Q: 3 clusters Score -927940.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -927976.687500 Penalty: 4465.522461
	Iteration 40F: 3 clusters Score -927976.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -928015.687500 Penalty: 4465.522461
	Iteration 41Q: 3 clusters Score -928015.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -928062.312500 Penalty: 4465.522461
	Iteration 42Q: 3 clusters Score -928062.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -928095.375000 Penalty: 4465.522461
	Iteration 43Q: 3 clusters Score -928095.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -928126.500000 Penalty: 4465.522461
	Iteration 44Q: 3 clusters Score -928126.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -928156.937500 Penalty: 4465.522461
	Iteration 45Q: 3 clusters Score -928156.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -928184.375000 Penalty: 4465.522461
	Iteration 46Q: 3 clusters Score -928184.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -928210.312500 Penalty: 4465.522461
	Iteration 47Q: 3 clusters Score -928210.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -928228.937500 Penalty: 4465.522461
	Iteration 48Q: 3 clusters Score -928228.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -928243.312500 Penalty: 4465.522461
	Iteration 49Q: 3 clusters Score -928243.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -928256.750000 Penalty: 4465.522461
	Iteration 50Q: 3 clusters Score -928256.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -928265.437500 Penalty: 4465.522461
	Iteration 51Q: 3 clusters Score -928265.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -928274.437500 Penalty: 4465.522461
	Iteration 52Q: 3 clusters Score -928274.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -928281.687500 Penalty: 4465.522461
	Iteration 53Q: 3 clusters Score -928281.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -928286.437500 Penalty: 4465.522461
	Iteration 54Q: 3 clusters Score -928286.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -928291.250000 Penalty: 4465.522461
	Iteration 55Q: 3 clusters Score -928291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -928295.562500 Penalty: 4465.522461
	Iteration 56Q: 3 clusters Score -928295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -928299.437500 Penalty: 4465.522461
	Iteration 57Q: 3 clusters Score -928299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -928301.500000 Penalty: 4465.522461
	Iteration 58Q: 3 clusters Score -928301.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -928306.187500 Penalty: 4465.522461
	Iteration 59Q: 3 clusters Score -928306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -928310.187500 Penalty: 4465.522461
	Iteration 60F: 3 clusters Score -928310.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -928312.875000 Penalty: 4465.522461
	Iteration 61Q: 3 clusters Score -928312.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -928321.062500 Penalty: 4465.522461
	Iteration 62Q: 3 clusters Score -928321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -928321.187500 Penalty: 4465.522461
	Iteration 63Q: 3 clusters Score -928321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -928321.125000 Penalty: 4465.522461
	Iteration 64Q: 3 clusters Score -928321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -928325.500000 Penalty: 4465.522461
	Iteration 65Q: 3 clusters Score -928325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -928328.562500 Penalty: 4465.522461
	Iteration 66Q: 3 clusters Score -928328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -928328.187500 Penalty: 4465.522461
	Iteration 67Q: 3 clusters Score -928328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -928329.875000 Penalty: 4465.522461
	Iteration 68Q: 3 clusters Score -928329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -928328.687500 Penalty: 4465.522461
	Iteration 69Q: 3 clusters Score -928328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -928329.375000 Penalty: 4465.522461
	Iteration 70Q: 3 clusters Score -928329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -928330.000000 Penalty: 4465.522461
	Iteration 71Q: 3 clusters Score -928330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -928328.687500 Penalty: 4465.522461
	Iteration 72Q: 3 clusters Score -928328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -928329.187500 Penalty: 4465.522461
	Iteration 73Q: 3 clusters Score -928329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -928331.312500 Penalty: 4465.522461
	Iteration 74Q: 3 clusters Score -928331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -928334.437500 Penalty: 4465.522461
	Iteration 75Q: 3 clusters Score -928334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -928333.937500 Penalty: 4465.522461
	Iteration 76Q: 3 clusters Score -928333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -928333.937500 Penalty: 4465.522461
	Iteration 77Q: 3 clusters Score -928333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -928333.937500 Penalty: 4465.522461
	Iteration 78F: 3 clusters Score -928333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Entering Unmasked Estep 
Score: -13215936.000000 Penalty: 2887.954834
	Iteration 0F: 2 clusters Score -1.321594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -13139535.000000 Penalty: 5775.909668
	Iteration 0F: 3 clusters Score -1.313954e+07 nChanged 54124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -13171053.000000 Penalty: 5775.909668
	Iteration 1F: 3 clusters Score -1.317105e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -13172655.000000 Penalty: 5775.909668
	Iteration 2Q: 3 clusters Score -1.317266e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -13174731.000000 Penalty: 5775.909668
	Iteration 3Q: 3 clusters Score -1.317473e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -13177789.000000 Penalty: 5775.909668
	Iteration 4F: 3 clusters Score -1.317779e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -13182705.000000 Penalty: 5775.909668
	Iteration 5F: 3 clusters Score -1.31827e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -13189583.000000 Penalty: 5775.909668
	Iteration 6F: 3 clusters Score -1.318958e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -13196353.000000 Penalty: 5775.909668
	Iteration 7F: 3 clusters Score -1.319635e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -13201171.000000 Penalty: 5775.909668
	Iteration 8F: 3 clusters Score -1.320117e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -13204358.000000 Penalty: 5775.909668
	Iteration 9Q: 3 clusters Score -1.320436e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -13206318.000000 Penalty: 5775.909668
	Iteration 10Q: 3 clusters Score -1.320632e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -13207476.000000 Penalty: 5775.909668
	Iteration 11Q: 3 clusters Score -1.320748e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -13208447.000000 Penalty: 5775.909668
	Iteration 12Q: 3 clusters Score -1.320845e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -13209353.000000 Penalty: 5775.909668
	Iteration 13Q: 3 clusters Score -1.320935e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -13209998.000000 Penalty: 5775.909668
	Iteration 14Q: 3 clusters Score -1.321e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -13210615.000000 Penalty: 5775.909668
	Iteration 15Q: 3 clusters Score -1.321062e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -13211235.000000 Penalty: 5775.909668
	Iteration 16Q: 3 clusters Score -1.321124e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -13211738.000000 Penalty: 5775.909668
	Iteration 17Q: 3 clusters Score -1.321174e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -13212095.000000 Penalty: 5775.909668
	Iteration 18Q: 3 clusters Score -1.32121e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 110413 members 
Entering Unmasked Estep 
Score: -13212401.000000 Penalty: 5775.909668
	Iteration 19Q: 3 clusters Score -1.32124e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -13212635.000000 Penalty: 5775.909668
	Iteration 20F: 3 clusters Score -1.321264e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -13212876.000000 Penalty: 5775.909668
	Iteration 21Q: 3 clusters Score -1.321288e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 111653 members 
Entering Unmasked Estep 
Score: -13213056.000000 Penalty: 5775.909668
	Iteration 22Q: 3 clusters Score -1.321306e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -13213142.000000 Penalty: 5775.909668
	Iteration 23Q: 3 clusters Score -1.321314e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -13213219.000000 Penalty: 5775.909668
	Iteration 24Q: 3 clusters Score -1.321322e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -13213307.000000 Penalty: 5775.909668
	Iteration 25Q: 3 clusters Score -1.321331e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -13213341.000000 Penalty: 5775.909668
	Iteration 26Q: 3 clusters Score -1.321334e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -13213424.000000 Penalty: 5775.909668
	Iteration 27Q: 3 clusters Score -1.321342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 112579 members 
Entering Unmasked Estep 
Score: -13213431.000000 Penalty: 5775.909668
	Iteration 28Q: 3 clusters Score -1.321343e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 112659 members 
Entering Unmasked Estep 
Score: -13213484.000000 Penalty: 5775.909668
	Iteration 29Q: 3 clusters Score -1.321348e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -13213514.000000 Penalty: 5775.909668
	Iteration 30Q: 3 clusters Score -1.321351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -13213529.000000 Penalty: 5775.909668
	Iteration 31Q: 3 clusters Score -1.321353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -13213555.000000 Penalty: 5775.909668
	Iteration 32Q: 3 clusters Score -1.321356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -13213547.000000 Penalty: 5775.909668
	Iteration 33Q: 3 clusters Score -1.321355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 112915 members 
Entering Unmasked Estep 
Score: -13213548.000000 Penalty: 5775.909668
	Iteration 34Q: 3 clusters Score -1.321355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -13213536.000000 Penalty: 5775.909668
	Iteration 35Q: 3 clusters Score -1.321354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -13213556.000000 Penalty: 5775.909668
	Iteration 36Q: 3 clusters Score -1.321356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -13213565.000000 Penalty: 5775.909668
	Iteration 37Q: 3 clusters Score -1.321356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -13213580.000000 Penalty: 5775.909668
	Iteration 38Q: 3 clusters Score -1.321358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -13213587.000000 Penalty: 5775.909668
	Iteration 39Q: 3 clusters Score -1.321359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -13213606.000000 Penalty: 5775.909668
	Iteration 40F: 3 clusters Score -1.321361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -13213607.000000 Penalty: 5775.909668
	Iteration 41Q: 3 clusters Score -1.321361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -13213597.000000 Penalty: 5775.909668
	Iteration 42Q: 3 clusters Score -1.32136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -13213592.000000 Penalty: 5775.909668
	Iteration 43Q: 3 clusters Score -1.321359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -13213590.000000 Penalty: 5775.909668
	Iteration 44Q: 3 clusters Score -1.321359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -13213605.000000 Penalty: 5775.909668
	Iteration 45Q: 3 clusters Score -1.32136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
Score: -13213618.000000 Penalty: 5775.909668
	Iteration 46Q: 3 clusters Score -1.321362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -13213612.000000 Penalty: 5775.909668
	Iteration 47Q: 3 clusters Score -1.321361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -13213620.000000 Penalty: 5775.909668
	Iteration 48Q: 3 clusters Score -1.321362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 113096 members 
Entering Unmasked Estep 
Score: -13213617.000000 Penalty: 5775.909668
	Iteration 49Q: 3 clusters Score -1.321362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -13213618.000000 Penalty: 5775.909668
	Iteration 50Q: 3 clusters Score -1.321362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -13213617.000000 Penalty: 5775.909668
	Iteration 51Q: 3 clusters Score -1.321362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -13213604.000000 Penalty: 5775.909668
	Iteration 52Q: 3 clusters Score -1.32136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 113103 members 
Entering Unmasked Estep 
Score: -13213622.000000 Penalty: 5775.909668
	Iteration 53Q: 3 clusters Score -1.321362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 113104 members 
Entering Unmasked Estep 
Score: -13213629.000000 Penalty: 5775.909668
	Iteration 54Q: 3 clusters Score -1.321363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 113105 members 
Entering Unmasked Estep 
Score: -13213625.000000 Penalty: 5775.909668
	Iteration 55Q: 3 clusters Score -1.321362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -13213620.000000 Penalty: 5775.909668
	Iteration 56Q: 3 clusters Score -1.321362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -13213622.000000 Penalty: 5775.909668
	Iteration 57Q: 3 clusters Score -1.321362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -13213622.000000 Penalty: 5775.909668
	Iteration 58F: 3 clusters Score -1.321362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -202073.718750 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -202073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -199605.328125 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -199605.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -200018.828125 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -200018.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -200147.968750 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -200148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -200206.187500 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -200206.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -200241.093750 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -200241.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200259.640625 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -200259.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -200267.046875 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -200267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200271.687500 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -200271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -200277.640625 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -200277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -200283.218750 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -200283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -200286.125000 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -200286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -200288.750000 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -200288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200291.125000 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -200291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -200292.843750 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -200292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -200295.359375 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -200295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -200297.265625 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -200297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -200297.343750 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -200297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -200297.343750 Penalty: 3704.948486
	Iteration 17F: 3 clusters Score -200297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -30426.929688 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -30426.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29124.996094 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -29125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29231.501953 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -29231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29267.458984 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -29267.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29270.751953 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -29270.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29270.751953 Penalty: 2820.739746
	Iteration 4F: 3 clusters Score -29270.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11841.208008 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11841.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10930.156250 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10930.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10978.808594 Penalty: 2429.328613
	Iteration 1F: 3 clusters Score -10978.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Entering Unmasked Estep 
Score: -1998380.125000 Penalty: 2418.689697
	Iteration 0F: 2 clusters Score -1998380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1986194.875000 Penalty: 4837.379395
	Iteration 0F: 3 clusters Score -1986195 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1990446.875000 Penalty: 4837.379395
	Iteration 1F: 3 clusters Score -1990447 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1991109.250000 Penalty: 4837.379395
	Iteration 2F: 3 clusters Score -1991109 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1991783.375000 Penalty: 4837.379395
	Iteration 3F: 3 clusters Score -1991783 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1992565.375000 Penalty: 4837.379395
	Iteration 4F: 3 clusters Score -1992565 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1993420.875000 Penalty: 4837.379395
	Iteration 5F: 3 clusters Score -1993421 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1994318.250000 Penalty: 4837.379395
	Iteration 6F: 3 clusters Score -1994318 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1995154.375000 Penalty: 4837.379395
	Iteration 7F: 3 clusters Score -1995154 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1995721.250000 Penalty: 4837.379395
	Iteration 8Q: 3 clusters Score -1995721 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1996083.000000 Penalty: 4837.379395
	Iteration 9Q: 3 clusters Score -1996083 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1996321.625000 Penalty: 4837.379395
	Iteration 10Q: 3 clusters Score -1996322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1996465.000000 Penalty: 4837.379395
	Iteration 11Q: 3 clusters Score -1996465 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1996540.000000 Penalty: 4837.379395
	Iteration 12Q: 3 clusters Score -1996540 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1996591.875000 Penalty: 4837.379395
	Iteration 13Q: 3 clusters Score -1996592 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1996640.375000 Penalty: 4837.379395
	Iteration 14Q: 3 clusters Score -1996640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1996686.750000 Penalty: 4837.379395
	Iteration 15Q: 3 clusters Score -1996687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1996723.875000 Penalty: 4837.379395
	Iteration 16Q: 3 clusters Score -1996724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1996760.250000 Penalty: 4837.379395
	Iteration 17Q: 3 clusters Score -1996760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1996782.125000 Penalty: 4837.379395
	Iteration 18Q: 3 clusters Score -1996782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1996805.375000 Penalty: 4837.379395
	Iteration 19Q: 3 clusters Score -1996805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1996825.125000 Penalty: 4837.379395
	Iteration 20F: 3 clusters Score -1996825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1996844.375000 Penalty: 4837.379395
	Iteration 21Q: 3 clusters Score -1996844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1996858.750000 Penalty: 4837.379395
	Iteration 22Q: 3 clusters Score -1996859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1996866.750000 Penalty: 4837.379395
	Iteration 23Q: 3 clusters Score -1996867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1996883.375000 Penalty: 4837.379395
	Iteration 24Q: 3 clusters Score -1996883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1996900.000000 Penalty: 4837.379395
	Iteration 25Q: 3 clusters Score -1996900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1996915.875000 Penalty: 4837.379395
	Iteration 26Q: 3 clusters Score -1996916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1996935.000000 Penalty: 4837.379395
	Iteration 27Q: 3 clusters Score -1996935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1996945.750000 Penalty: 4837.379395
	Iteration 28Q: 3 clusters Score -1996946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1996953.750000 Penalty: 4837.379395
	Iteration 29Q: 3 clusters Score -1996954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1996958.125000 Penalty: 4837.379395
	Iteration 30Q: 3 clusters Score -1996958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1996964.250000 Penalty: 4837.379395
	Iteration 31Q: 3 clusters Score -1996964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1996964.000000 Penalty: 4837.379395
	Iteration 32Q: 3 clusters Score -1996964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1996969.250000 Penalty: 4837.379395
	Iteration 33Q: 3 clusters Score -1996969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1996971.000000 Penalty: 4837.379395
	Iteration 34Q: 3 clusters Score -1996971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1996969.750000 Penalty: 4837.379395
	Iteration 35Q: 3 clusters Score -1996970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1996971.375000 Penalty: 4837.379395
	Iteration 36Q: 3 clusters Score -1996971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1996971.625000 Penalty: 4837.379395
	Iteration 37Q: 3 clusters Score -1996972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1996972.375000 Penalty: 4837.379395
	Iteration 38Q: 3 clusters Score -1996972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1996972.375000 Penalty: 4837.379395
	Iteration 39F: 3 clusters Score -1996972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -2514781.500000 Penalty: 2473.087402
	Iteration 0F: 2 clusters Score -2514782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2499864.250000 Penalty: 4946.174805
	Iteration 0F: 3 clusters Score -2499864 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2504971.750000 Penalty: 4946.174805
	Iteration 1F: 3 clusters Score -2504972 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2505318.750000 Penalty: 4946.174805
	Iteration 2Q: 3 clusters Score -2505319 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2505588.250000 Penalty: 4946.174805
	Iteration 3Q: 3 clusters Score -2505588 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2505825.250000 Penalty: 4946.174805
	Iteration 4Q: 3 clusters Score -2505825 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2506050.250000 Penalty: 4946.174805
	Iteration 5Q: 3 clusters Score -2506050 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2506274.500000 Penalty: 4946.174805
	Iteration 6Q: 3 clusters Score -2506274 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2506477.750000 Penalty: 4946.174805
	Iteration 7Q: 3 clusters Score -2506478 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2506712.750000 Penalty: 4946.174805
	Iteration 8Q: 3 clusters Score -2506713 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2506957.500000 Penalty: 4946.174805
	Iteration 9Q: 3 clusters Score -2506958 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2507226.500000 Penalty: 4946.174805
	Iteration 10Q: 3 clusters Score -2507226 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2507571.750000 Penalty: 4946.174805
	Iteration 11Q: 3 clusters Score -2507572 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2508055.500000 Penalty: 4946.174805
	Iteration 12Q: 3 clusters Score -2508056 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2508576.500000 Penalty: 4946.174805
	Iteration 13Q: 3 clusters Score -2508576 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2509133.250000 Penalty: 4946.174805
	Iteration 14Q: 3 clusters Score -2509133 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2509588.250000 Penalty: 4946.174805
	Iteration 15Q: 3 clusters Score -2509588 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2509907.000000 Penalty: 4946.174805
	Iteration 16Q: 3 clusters Score -2509907 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2510075.000000 Penalty: 4946.174805
	Iteration 17Q: 3 clusters Score -2510075 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2510168.000000 Penalty: 4946.174805
	Iteration 18Q: 3 clusters Score -2510168 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2510215.000000 Penalty: 4946.174805
	Iteration 19Q: 3 clusters Score -2510215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2510261.000000 Penalty: 4946.174805
	Iteration 20F: 3 clusters Score -2510261 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2510289.250000 Penalty: 4946.174805
	Iteration 21Q: 3 clusters Score -2510289 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2510308.500000 Penalty: 4946.174805
	Iteration 22Q: 3 clusters Score -2510308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2510336.750000 Penalty: 4946.174805
	Iteration 23Q: 3 clusters Score -2510337 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2510353.500000 Penalty: 4946.174805
	Iteration 24Q: 3 clusters Score -2510354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2510364.750000 Penalty: 4946.174805
	Iteration 25Q: 3 clusters Score -2510365 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2510371.250000 Penalty: 4946.174805
	Iteration 26Q: 3 clusters Score -2510371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2510385.250000 Penalty: 4946.174805
	Iteration 27Q: 3 clusters Score -2510385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2510393.750000 Penalty: 4946.174805
	Iteration 28Q: 3 clusters Score -2510394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2510406.250000 Penalty: 4946.174805
	Iteration 29Q: 3 clusters Score -2510406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2510413.250000 Penalty: 4946.174805
	Iteration 30Q: 3 clusters Score -2510413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2510421.500000 Penalty: 4946.174805
	Iteration 31Q: 3 clusters Score -2510422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2510432.000000 Penalty: 4946.174805
	Iteration 32Q: 3 clusters Score -2510432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2510450.250000 Penalty: 4946.174805
	Iteration 33Q: 3 clusters Score -2510450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2510459.000000 Penalty: 4946.174805
	Iteration 34Q: 3 clusters Score -2510459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2510485.250000 Penalty: 4946.174805
	Iteration 35Q: 3 clusters Score -2510485 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2510492.750000 Penalty: 4946.174805
	Iteration 36Q: 3 clusters Score -2510493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2510506.750000 Penalty: 4946.174805
	Iteration 37Q: 3 clusters Score -2510507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2510529.250000 Penalty: 4946.174805
	Iteration 38Q: 3 clusters Score -2510529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2510527.000000 Penalty: 4946.174805
	Iteration 39Q: 3 clusters Score -2510527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2510526.750000 Penalty: 4946.174805
	Iteration 40F: 3 clusters Score -2510527 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2510538.250000 Penalty: 4946.174805
	Iteration 41Q: 3 clusters Score -2510538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2510555.500000 Penalty: 4946.174805
	Iteration 42Q: 3 clusters Score -2510556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2510568.250000 Penalty: 4946.174805
	Iteration 43Q: 3 clusters Score -2510568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2510575.500000 Penalty: 4946.174805
	Iteration 44Q: 3 clusters Score -2510576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2510585.000000 Penalty: 4946.174805
	Iteration 45Q: 3 clusters Score -2510585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2510588.500000 Penalty: 4946.174805
	Iteration 46Q: 3 clusters Score -2510588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2510593.250000 Penalty: 4946.174805
	Iteration 47Q: 3 clusters Score -2510593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2510613.250000 Penalty: 4946.174805
	Iteration 48Q: 3 clusters Score -2510613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2510619.750000 Penalty: 4946.174805
	Iteration 49Q: 3 clusters Score -2510620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2510630.500000 Penalty: 4946.174805
	Iteration 50Q: 3 clusters Score -2510630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2510634.250000 Penalty: 4946.174805
	Iteration 51Q: 3 clusters Score -2510634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2510646.500000 Penalty: 4946.174805
	Iteration 52Q: 3 clusters Score -2510646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2510658.250000 Penalty: 4946.174805
	Iteration 53Q: 3 clusters Score -2510658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2510668.000000 Penalty: 4946.174805
	Iteration 54Q: 3 clusters Score -2510668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2510682.750000 Penalty: 4946.174805
	Iteration 55Q: 3 clusters Score -2510683 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2510700.500000 Penalty: 4946.174805
	Iteration 56Q: 3 clusters Score -2510700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2510719.000000 Penalty: 4946.174805
	Iteration 57Q: 3 clusters Score -2510719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2510719.500000 Penalty: 4946.174805
	Iteration 58Q: 3 clusters Score -2510720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2510721.750000 Penalty: 4946.174805
	Iteration 59Q: 3 clusters Score -2510722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2510734.000000 Penalty: 4946.174805
	Iteration 60F: 3 clusters Score -2510734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2510752.250000 Penalty: 4946.174805
	Iteration 61Q: 3 clusters Score -2510752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2510768.500000 Penalty: 4946.174805
	Iteration 62Q: 3 clusters Score -2510768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2510786.000000 Penalty: 4946.174805
	Iteration 63Q: 3 clusters Score -2510786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2510806.750000 Penalty: 4946.174805
	Iteration 64Q: 3 clusters Score -2510807 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2510829.500000 Penalty: 4946.174805
	Iteration 65Q: 3 clusters Score -2510830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2510856 nChanged 131
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Mstep: Class 2 contains 5974 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2511093 nChanged 194
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	Iteration 73Q: 3 clusters Score -2511161 nChanged 210
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	Iteration 74Q: 3 clusters Score -2511238 nChanged 199
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2511297 nChanged 162
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Mstep: Class 1 contains 16960 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2511363 nChanged 175
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Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2511434 nChanged 188
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Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2511518 nChanged 155
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Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2511576 nChanged 155
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Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2511640 nChanged 160
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Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2511694 nChanged 141
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Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2511740 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18041 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2511798 nChanged 150
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Mstep: Class 1 contains 18177 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2511840 nChanged 135
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Mstep: Class 1 contains 18302 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2511892 nChanged 131
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Mstep: Class 1 contains 18423 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2511936 nChanged 132
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Mstep: Class 1 contains 18547 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2511996 nChanged 117
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Mstep: Class 1 contains 18660 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2512035 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2512071 nChanged 132
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Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2512119 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2512170 nChanged 103
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Mstep: Class 1 contains 19133 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2512222 nChanged 98
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Mstep: Class 1 contains 19229 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2512261 nChanged 87
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Mstep: Class 1 contains 19312 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2512292 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19387 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2512324 nChanged 63
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Mstep: Class 1 contains 19450 members 
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	Iteration 96Q: 3 clusters Score -2512343 nChanged 57
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Mstep: Class 1 contains 19503 members 
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	Iteration 97Q: 3 clusters Score -2512364 nChanged 56
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Mstep: Class 1 contains 19559 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2512379 nChanged 53
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	Iteration 99Q: 3 clusters Score -2512392 nChanged 47
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Mstep: Class 1 contains 19653 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2512404 nChanged 35
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Mstep: Class 1 contains 19688 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2512415 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2512427 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2512436 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2512446 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2512461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2512472 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2512490 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2512505.250000 Penalty: 4946.174805
	Iteration 108Q: 3 clusters Score -2512505 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2512518 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2512528 nChanged 28
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Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2512536 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2512540 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2512544.500000 Penalty: 4946.174805
	Iteration 113Q: 3 clusters Score -2512544 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2512546 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2512555.750000 Penalty: 4946.174805
	Iteration 115Q: 3 clusters Score -2512556 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2512561.500000 Penalty: 4946.174805
	Iteration 116Q: 3 clusters Score -2512562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2512564.250000 Penalty: 4946.174805
	Iteration 117Q: 3 clusters Score -2512564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2512567.000000 Penalty: 4946.174805
	Iteration 118Q: 3 clusters Score -2512567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2512568.500000 Penalty: 4946.174805
	Iteration 119Q: 3 clusters Score -2512568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2512568.000000 Penalty: 4946.174805
	Iteration 120F: 3 clusters Score -2512568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2512568 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2512568 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2512563 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2512570 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2512576 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2512579.000000 Penalty: 4946.174805
	Iteration 126Q: 3 clusters Score -2512579 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2512578 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2512581.500000 Penalty: 4946.174805
	Iteration 128Q: 3 clusters Score -2512582 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2512582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2512588.750000 Penalty: 4946.174805
	Iteration 130Q: 3 clusters Score -2512589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2512589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2512588 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2512597.000000 Penalty: 4946.174805
	Iteration 133Q: 3 clusters Score -2512597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2512598 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2512602.250000 Penalty: 4946.174805
	Iteration 135Q: 3 clusters Score -2512602 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2512598 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2512600.500000 Penalty: 4946.174805
	Iteration 137Q: 3 clusters Score -2512600 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2512600 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2512597 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2512600 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2512605.250000 Penalty: 4946.174805
	Iteration 141Q: 3 clusters Score -2512605 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2512604.500000 Penalty: 4946.174805
	Iteration 142Q: 3 clusters Score -2512604 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2512606 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2512605 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2512606.500000 Penalty: 4946.174805
	Iteration 145Q: 3 clusters Score -2512606 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2512606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2512606 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2512612.250000 Penalty: 4946.174805
	Iteration 148Q: 3 clusters Score -2512612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2512613.000000 Penalty: 4946.174805
	Iteration 149Q: 3 clusters Score -2512613 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2512612 nChanged 0
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Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 151F: 3 clusters Score -2512612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34925 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -4095131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4071271 nChanged 15937
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Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4079789 nChanged 1574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4080288 nChanged 1440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4080742.250000 Penalty: 5188.635254
	Iteration 3Q: 3 clusters Score -4080742 nChanged 1303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4081150 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4081542.500000 Penalty: 5188.635254
	Iteration 5Q: 3 clusters Score -4081542 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4082019.500000 Penalty: 5188.635254
	Iteration 6Q: 3 clusters Score -4082020 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4082514.500000 Penalty: 5188.635254
	Iteration 7Q: 3 clusters Score -4082514 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4083159.750000 Penalty: 5188.635254
	Iteration 8Q: 3 clusters Score -4083160 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4083903.000000 Penalty: 5188.635254
	Iteration 9Q: 3 clusters Score -4083903 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4084855.750000 Penalty: 5188.635254
	Iteration 10Q: 3 clusters Score -4084856 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4085992.000000 Penalty: 5188.635254
	Iteration 11F: 3 clusters Score -4085992 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4087131.500000 Penalty: 5188.635254
	Iteration 12F: 3 clusters Score -4087132 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4088009.500000 Penalty: 5188.635254
	Iteration 13Q: 3 clusters Score -4088010 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4088542.750000 Penalty: 5188.635254
	Iteration 14Q: 3 clusters Score -4088543 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4088869.500000 Penalty: 5188.635254
	Iteration 15Q: 3 clusters Score -4088870 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4089061.000000 Penalty: 5188.635254
	Iteration 16Q: 3 clusters Score -4089061 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4089292.250000 Penalty: 5188.635254
	Iteration 17Q: 3 clusters Score -4089292 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4089501.250000 Penalty: 5188.635254
	Iteration 18Q: 3 clusters Score -4089501 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4089682.750000 Penalty: 5188.635254
	Iteration 19Q: 3 clusters Score -4089683 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4089859.250000 Penalty: 5188.635254
	Iteration 20F: 3 clusters Score -4089859 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4090015.500000 Penalty: 5188.635254
	Iteration 21Q: 3 clusters Score -4090016 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4090134.500000 Penalty: 5188.635254
	Iteration 22Q: 3 clusters Score -4090134 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4090274.250000 Penalty: 5188.635254
	Iteration 23Q: 3 clusters Score -4090274 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4090388.000000 Penalty: 5188.635254
	Iteration 24Q: 3 clusters Score -4090388 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4090508 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4090622.250000 Penalty: 5188.635254
	Iteration 26Q: 3 clusters Score -4090622 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4090749.250000 Penalty: 5188.635254
	Iteration 27Q: 3 clusters Score -4090749 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4090900 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4091051.500000 Penalty: 5188.635254
	Iteration 29Q: 3 clusters Score -4091052 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4091224.000000 Penalty: 5188.635254
	Iteration 30Q: 3 clusters Score -4091224 nChanged 439
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -4091402.750000 Penalty: 5188.635254
	Iteration 31Q: 3 clusters Score -4091403 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4091604.250000 Penalty: 5188.635254
	Iteration 32Q: 3 clusters Score -4091604 nChanged 441
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4091771.000000 Penalty: 5188.635254
	Iteration 33Q: 3 clusters Score -4091771 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -4091934.000000 Penalty: 5188.635254
	Iteration 34Q: 3 clusters Score -4091934 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4092137 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4092302 nChanged 348
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4092434.500000 Penalty: 5188.635254
	Iteration 37Q: 3 clusters Score -4092434 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4092581.500000 Penalty: 5188.635254
	Iteration 38Q: 3 clusters Score -4092582 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4092734 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4092831.000000 Penalty: 5188.635254
	Iteration 40F: 3 clusters Score -4092831 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4092936 nChanged 204
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4093016.250000 Penalty: 5188.635254
	Iteration 42Q: 3 clusters Score -4093016 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4093111.500000 Penalty: 5188.635254
	Iteration 43Q: 3 clusters Score -4093112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4093191.250000 Penalty: 5188.635254
	Iteration 44Q: 3 clusters Score -4093191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4093242.500000 Penalty: 5188.635254
	Iteration 45Q: 3 clusters Score -4093242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4093315.500000 Penalty: 5188.635254
	Iteration 46Q: 3 clusters Score -4093316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4093366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4093412.500000 Penalty: 5188.635254
	Iteration 48Q: 3 clusters Score -4093412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4093451 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4093495.250000 Penalty: 5188.635254
	Iteration 50Q: 3 clusters Score -4093495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4093530.500000 Penalty: 5188.635254
	Iteration 51Q: 3 clusters Score -4093530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4093567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4093587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4093609.500000 Penalty: 5188.635254
	Iteration 54Q: 3 clusters Score -4093610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4093611.750000 Penalty: 5188.635254
	Iteration 55Q: 3 clusters Score -4093612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4093631.250000 Penalty: 5188.635254
	Iteration 56Q: 3 clusters Score -4093631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4093638.000000 Penalty: 5188.635254
	Iteration 57Q: 3 clusters Score -4093638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4093636.500000 Penalty: 5188.635254
	Iteration 58Q: 3 clusters Score -4093636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4093642.250000 Penalty: 5188.635254
	Iteration 59Q: 3 clusters Score -4093642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4093645.500000 Penalty: 5188.635254
	Iteration 60F: 3 clusters Score -4093646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4093646.500000 Penalty: 5188.635254
	Iteration 61Q: 3 clusters Score -4093646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4093650.250000 Penalty: 5188.635254
	Iteration 62Q: 3 clusters Score -4093650 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4093652.500000 Penalty: 5188.635254
	Iteration 63Q: 3 clusters Score -4093652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4093653.000000 Penalty: 5188.635254
	Iteration 64Q: 3 clusters Score -4093653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4093651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4093651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4093654.250000 Penalty: 5188.635254
	Iteration 67Q: 3 clusters Score -4093654 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4093652 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4093644.000000 Penalty: 5188.635254
	Iteration 69Q: 3 clusters Score -4093644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4093649.500000 Penalty: 5188.635254
	Iteration 70Q: 3 clusters Score -4093650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4093649.250000 Penalty: 5188.635254
	Iteration 71Q: 3 clusters Score -4093649 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4093648.250000 Penalty: 5188.635254
	Iteration 72Q: 3 clusters Score -4093648 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4093647.750000 Penalty: 5188.635254
	Iteration 73Q: 3 clusters Score -4093648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4093654.250000 Penalty: 5188.635254
	Iteration 74Q: 3 clusters Score -4093654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4093654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4093658.250000 Penalty: 5188.635254
	Iteration 76Q: 3 clusters Score -4093658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4093656.250000 Penalty: 5188.635254
	Iteration 77Q: 3 clusters Score -4093656 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4093663.000000 Penalty: 5188.635254
	Iteration 78Q: 3 clusters Score -4093663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4093662.750000 Penalty: 5188.635254
	Iteration 79Q: 3 clusters Score -4093663 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4093661.500000 Penalty: 5188.635254
	Iteration 80F: 3 clusters Score -4093662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4093666.000000 Penalty: 5188.635254
	Iteration 81Q: 3 clusters Score -4093666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4093666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4093660.750000 Penalty: 5188.635254
	Iteration 83Q: 3 clusters Score -4093661 nChanged 6
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Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4093672.000000 Penalty: 5188.635254
	Iteration 84Q: 3 clusters Score -4093672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4093670.750000 Penalty: 5188.635254
	Iteration 85Q: 3 clusters Score -4093671 nChanged 7
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4093673 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4093675.750000 Penalty: 5188.635254
	Iteration 87Q: 3 clusters Score -4093676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4093683.750000 Penalty: 5188.635254
	Iteration 88Q: 3 clusters Score -4093684 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4093691.000000 Penalty: 5188.635254
	Iteration 89Q: 3 clusters Score -4093691 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4093685.250000 Penalty: 5188.635254
	Iteration 90Q: 3 clusters Score -4093685 nChanged 3
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Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4093684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4093684.500000 Penalty: 5188.635254
	Iteration 92Q: 3 clusters Score -4093684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4093686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4093688.250000 Penalty: 5188.635254
	Iteration 94Q: 3 clusters Score -4093688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4093684 nChanged 1
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4093683 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4093687 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4093687 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4093689 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4093688.000000 Penalty: 5188.635254
	Iteration 100F: 3 clusters Score -4093688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4093687.750000 Penalty: 5188.635254
	Iteration 101Q: 3 clusters Score -4093688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4093693.000000 Penalty: 5188.635254
	Iteration 102Q: 3 clusters Score -4093693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4093691.500000 Penalty: 5188.635254
	Iteration 103Q: 3 clusters Score -4093692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4093682.750000 Penalty: 5188.635254
	Iteration 104Q: 3 clusters Score -4093683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4093684.750000 Penalty: 5188.635254
	Iteration 105Q: 3 clusters Score -4093685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4093687.000000 Penalty: 5188.635254
	Iteration 106Q: 3 clusters Score -4093687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4093688.500000 Penalty: 5188.635254
	Iteration 107Q: 3 clusters Score -4093688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4093688.500000 Penalty: 5188.635254
	Iteration 108F: 3 clusters Score -4093688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Entering Unmasked Estep 
Score: -2454787.250000 Penalty: 2490.531494
	Iteration 0F: 2 clusters Score -2454787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2438860.500000 Penalty: 4981.062988
	Iteration 0F: 3 clusters Score -2438860 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2444362.750000 Penalty: 4981.062988
	Iteration 1F: 3 clusters Score -2444363 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2444867.500000 Penalty: 4981.062988
	Iteration 2F: 3 clusters Score -2444868 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2445352.500000 Penalty: 4981.062988
	Iteration 3Q: 3 clusters Score -2445352 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2445820.750000 Penalty: 4981.062988
	Iteration 4Q: 3 clusters Score -2445821 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2446364.250000 Penalty: 4981.062988
	Iteration 5Q: 3 clusters Score -2446364 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2446959.250000 Penalty: 4981.062988
	Iteration 6Q: 3 clusters Score -2446959 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2447603.750000 Penalty: 4981.062988
	Iteration 7Q: 3 clusters Score -2447604 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2448242.000000 Penalty: 4981.062988
	Iteration 8F: 3 clusters Score -2448242 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2448880.750000 Penalty: 4981.062988
	Iteration 9Q: 3 clusters Score -2448881 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2449573.750000 Penalty: 4981.062988
	Iteration 10Q: 3 clusters Score -2449574 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2450255.000000 Penalty: 4981.062988
	Iteration 11Q: 3 clusters Score -2450255 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2450880.250000 Penalty: 4981.062988
	Iteration 12Q: 3 clusters Score -2450880 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2451405.500000 Penalty: 4981.062988
	Iteration 13Q: 3 clusters Score -2451406 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2451813.500000 Penalty: 4981.062988
	Iteration 14Q: 3 clusters Score -2451814 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2452165.750000 Penalty: 4981.062988
	Iteration 15Q: 3 clusters Score -2452166 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2452421.000000 Penalty: 4981.062988
	Iteration 16Q: 3 clusters Score -2452421 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2452582.250000 Penalty: 4981.062988
	Iteration 17Q: 3 clusters Score -2452582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2452687.500000 Penalty: 4981.062988
	Iteration 18Q: 3 clusters Score -2452688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2452789.000000 Penalty: 4981.062988
	Iteration 19Q: 3 clusters Score -2452789 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2452865.750000 Penalty: 4981.062988
	Iteration 20F: 3 clusters Score -2452866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2452924.750000 Penalty: 4981.062988
	Iteration 21Q: 3 clusters Score -2452925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2452989.500000 Penalty: 4981.062988
	Iteration 22Q: 3 clusters Score -2452990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2453021.250000 Penalty: 4981.062988
	Iteration 23Q: 3 clusters Score -2453021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2453048.500000 Penalty: 4981.062988
	Iteration 24Q: 3 clusters Score -2453048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2453075.250000 Penalty: 4981.062988
	Iteration 25Q: 3 clusters Score -2453075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2453096.000000 Penalty: 4981.062988
	Iteration 26Q: 3 clusters Score -2453096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2453110.750000 Penalty: 4981.062988
	Iteration 27Q: 3 clusters Score -2453111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2453122.750000 Penalty: 4981.062988
	Iteration 28Q: 3 clusters Score -2453123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2453129.250000 Penalty: 4981.062988
	Iteration 29Q: 3 clusters Score -2453129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2453126.000000 Penalty: 4981.062988
	Iteration 30Q: 3 clusters Score -2453126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2453131.750000 Penalty: 4981.062988
	Iteration 31Q: 3 clusters Score -2453132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2453131.000000 Penalty: 4981.062988
	Iteration 32Q: 3 clusters Score -2453131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2453134.000000 Penalty: 4981.062988
	Iteration 33Q: 3 clusters Score -2453134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2453135.750000 Penalty: 4981.062988
	Iteration 34Q: 3 clusters Score -2453136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2453139.750000 Penalty: 4981.062988
	Iteration 35Q: 3 clusters Score -2453140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2453140.000000 Penalty: 4981.062988
	Iteration 36Q: 3 clusters Score -2453140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2453140.250000 Penalty: 4981.062988
	Iteration 37Q: 3 clusters Score -2453140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2453139.000000 Penalty: 4981.062988
	Iteration 38Q: 3 clusters Score -2453139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2453137.250000 Penalty: 4981.062988
	Iteration 39Q: 3 clusters Score -2453137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2453138.500000 Penalty: 4981.062988
	Iteration 40F: 3 clusters Score -2453138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2453142.750000 Penalty: 4981.062988
	Iteration 41Q: 3 clusters Score -2453143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2453141.250000 Penalty: 4981.062988
	Iteration 42Q: 3 clusters Score -2453141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2453146.500000 Penalty: 4981.062988
	Iteration 43Q: 3 clusters Score -2453146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2453155.000000 Penalty: 4981.062988
	Iteration 44Q: 3 clusters Score -2453155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2453155.250000 Penalty: 4981.062988
	Iteration 45Q: 3 clusters Score -2453155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2453158.000000 Penalty: 4981.062988
	Iteration 46Q: 3 clusters Score -2453158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2453155.750000 Penalty: 4981.062988
	Iteration 47Q: 3 clusters Score -2453156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2453162.500000 Penalty: 4981.062988
	Iteration 48Q: 3 clusters Score -2453162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2453168.750000 Penalty: 4981.062988
	Iteration 49Q: 3 clusters Score -2453169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2453166.500000 Penalty: 4981.062988
	Iteration 50Q: 3 clusters Score -2453166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2453169.250000 Penalty: 4981.062988
	Iteration 51Q: 3 clusters Score -2453169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2453168.250000 Penalty: 4981.062988
	Iteration 52Q: 3 clusters Score -2453168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2453169.000000 Penalty: 4981.062988
	Iteration 53Q: 3 clusters Score -2453169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2453169.500000 Penalty: 4981.062988
	Iteration 54Q: 3 clusters Score -2453170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2453169.250000 Penalty: 4981.062988
	Iteration 55Q: 3 clusters Score -2453169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2453174.750000 Penalty: 4981.062988
	Iteration 56Q: 3 clusters Score -2453175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2453177.500000 Penalty: 4981.062988
	Iteration 57Q: 3 clusters Score -2453178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2453175.250000 Penalty: 4981.062988
	Iteration 58Q: 3 clusters Score -2453175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2453172.000000 Penalty: 4981.062988
	Iteration 59Q: 3 clusters Score -2453172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2453175.500000 Penalty: 4981.062988
	Iteration 60F: 3 clusters Score -2453176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2453177.250000 Penalty: 4981.062988
	Iteration 61Q: 3 clusters Score -2453177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2453175.250000 Penalty: 4981.062988
	Iteration 62Q: 3 clusters Score -2453175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2453175.250000 Penalty: 4981.062988
	Iteration 63F: 3 clusters Score -2453175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Entering Unmasked Estep 
Score: -4914290.500000 Penalty: 2640.855225
	Iteration 0F: 2 clusters Score -4914290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4885913.000000 Penalty: 5281.710449
	Iteration 0F: 3 clusters Score -4885913 nChanged 19229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4896494.500000 Penalty: 5281.710449
	Iteration 1F: 3 clusters Score -4896494 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4897105.000000 Penalty: 5281.710449
	Iteration 2Q: 3 clusters Score -4897105 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -4897684.000000 Penalty: 5281.710449
	Iteration 3Q: 3 clusters Score -4897684 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4898368.000000 Penalty: 5281.710449
	Iteration 4Q: 3 clusters Score -4898368 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4899207.000000 Penalty: 5281.710449
	Iteration 5Q: 3 clusters Score -4899207 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -4900432.500000 Penalty: 5281.710449
	Iteration 6Q: 3 clusters Score -4900432 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4902214.500000 Penalty: 5281.710449
	Iteration 7F: 3 clusters Score -4902214 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -4904615.000000 Penalty: 5281.710449
	Iteration 8F: 3 clusters Score -4904615 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4907077.500000 Penalty: 5281.710449
	Iteration 9F: 3 clusters Score -4907078 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4908880.500000 Penalty: 5281.710449
	Iteration 10F: 3 clusters Score -4908880 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4909704.500000 Penalty: 5281.710449
	Iteration 11Q: 3 clusters Score -4909704 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4910120.500000 Penalty: 5281.710449
	Iteration 12Q: 3 clusters Score -4910120 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4910390.500000 Penalty: 5281.710449
	Iteration 13Q: 3 clusters Score -4910390 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4910558.500000 Penalty: 5281.710449
	Iteration 14Q: 3 clusters Score -4910558 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4910675.500000 Penalty: 5281.710449
	Iteration 15Q: 3 clusters Score -4910676 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4910758.000000 Penalty: 5281.710449
	Iteration 16Q: 3 clusters Score -4910758 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4910820.000000 Penalty: 5281.710449
	Iteration 17Q: 3 clusters Score -4910820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4910880.000000 Penalty: 5281.710449
	Iteration 18Q: 3 clusters Score -4910880 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4910945.500000 Penalty: 5281.710449
	Iteration 19Q: 3 clusters Score -4910946 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -4910978.000000 Penalty: 5281.710449
	Iteration 20F: 3 clusters Score -4910978 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4911008.500000 Penalty: 5281.710449
	Iteration 21Q: 3 clusters Score -4911008 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4911035.000000 Penalty: 5281.710449
	Iteration 22Q: 3 clusters Score -4911035 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4911071.000000 Penalty: 5281.710449
	Iteration 23Q: 3 clusters Score -4911071 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4911080.500000 Penalty: 5281.710449
	Iteration 24Q: 3 clusters Score -4911080 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4911098.500000 Penalty: 5281.710449
	Iteration 25Q: 3 clusters Score -4911098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4911111.500000 Penalty: 5281.710449
	Iteration 26Q: 3 clusters Score -4911112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4911114.000000 Penalty: 5281.710449
	Iteration 27Q: 3 clusters Score -4911114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4911117.500000 Penalty: 5281.710449
	Iteration 28Q: 3 clusters Score -4911118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4911130.000000 Penalty: 5281.710449
	Iteration 29Q: 3 clusters Score -4911130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -4911125.500000 Penalty: 5281.710449
	Iteration 30Q: 3 clusters Score -4911126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4911145.000000 Penalty: 5281.710449
	Iteration 31Q: 3 clusters Score -4911145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4911147.000000 Penalty: 5281.710449
	Iteration 32Q: 3 clusters Score -4911147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4911157.500000 Penalty: 5281.710449
	Iteration 33Q: 3 clusters Score -4911158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4911166.500000 Penalty: 5281.710449
	Iteration 34Q: 3 clusters Score -4911166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4911169.500000 Penalty: 5281.710449
	Iteration 35Q: 3 clusters Score -4911170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4911167.000000 Penalty: 5281.710449
	Iteration 36Q: 3 clusters Score -4911167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4911162.000000 Penalty: 5281.710449
	Iteration 37Q: 3 clusters Score -4911162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4911162.000000 Penalty: 5281.710449
	Iteration 38Q: 3 clusters Score -4911162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4911168.500000 Penalty: 5281.710449
	Iteration 39Q: 3 clusters Score -4911168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4911156.000000 Penalty: 5281.710449
	Iteration 40F: 3 clusters Score -4911156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -4911159.000000 Penalty: 5281.710449
	Iteration 41Q: 3 clusters Score -4911159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4911164.500000 Penalty: 5281.710449
	Iteration 42Q: 3 clusters Score -4911164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4911162.000000 Penalty: 5281.710449
	Iteration 43Q: 3 clusters Score -4911162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4911166.000000 Penalty: 5281.710449
	Iteration 44Q: 3 clusters Score -4911166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4911172.000000 Penalty: 5281.710449
	Iteration 45Q: 3 clusters Score -4911172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4911171.000000 Penalty: 5281.710449
	Iteration 46Q: 3 clusters Score -4911171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4911180.500000 Penalty: 5281.710449
	Iteration 47Q: 3 clusters Score -4911180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4911191.000000 Penalty: 5281.710449
	Iteration 48Q: 3 clusters Score -4911191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4911203.500000 Penalty: 5281.710449
	Iteration 49Q: 3 clusters Score -4911204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4911212.000000 Penalty: 5281.710449
	Iteration 50Q: 3 clusters Score -4911212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4911219.000000 Penalty: 5281.710449
	Iteration 51Q: 3 clusters Score -4911219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -4911233.000000 Penalty: 5281.710449
	Iteration 52Q: 3 clusters Score -4911233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4911252.000000 Penalty: 5281.710449
	Iteration 53Q: 3 clusters Score -4911252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4911259.000000 Penalty: 5281.710449
	Iteration 54Q: 3 clusters Score -4911259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -4911263.000000 Penalty: 5281.710449
	Iteration 55Q: 3 clusters Score -4911263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4911278.000000 Penalty: 5281.710449
	Iteration 56Q: 3 clusters Score -4911278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4911295.000000 Penalty: 5281.710449
	Iteration 57Q: 3 clusters Score -4911295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4911305.500000 Penalty: 5281.710449
	Iteration 58Q: 3 clusters Score -4911306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4911328.500000 Penalty: 5281.710449
	Iteration 59Q: 3 clusters Score -4911328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4911330.500000 Penalty: 5281.710449
	Iteration 60F: 3 clusters Score -4911330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4911336.500000 Penalty: 5281.710449
	Iteration 61Q: 3 clusters Score -4911336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4911354.000000 Penalty: 5281.710449
	Iteration 62Q: 3 clusters Score -4911354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4911358.500000 Penalty: 5281.710449
	Iteration 63Q: 3 clusters Score -4911358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4911369.500000 Penalty: 5281.710449
	Iteration 64Q: 3 clusters Score -4911370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4911379.500000 Penalty: 5281.710449
	Iteration 65Q: 3 clusters Score -4911380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4911392.000000 Penalty: 5281.710449
	Iteration 66Q: 3 clusters Score -4911392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4911390.000000 Penalty: 5281.710449
	Iteration 67Q: 3 clusters Score -4911390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4911412.500000 Penalty: 5281.710449
	Iteration 68Q: 3 clusters Score -4911412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4911412.000000 Penalty: 5281.710449
	Iteration 69Q: 3 clusters Score -4911412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4911435.500000 Penalty: 5281.710449
	Iteration 70Q: 3 clusters Score -4911436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4911455.000000 Penalty: 5281.710449
	Iteration 71Q: 3 clusters Score -4911455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4911471.000000 Penalty: 5281.710449
	Iteration 72Q: 3 clusters Score -4911471 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -4911481.500000 Penalty: 5281.710449
	Iteration 73Q: 3 clusters Score -4911482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4911484.500000 Penalty: 5281.710449
	Iteration 74Q: 3 clusters Score -4911484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4911493.000000 Penalty: 5281.710449
	Iteration 75Q: 3 clusters Score -4911493 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4911500.000000 Penalty: 5281.710449
	Iteration 76Q: 3 clusters Score -4911500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4911515.000000 Penalty: 5281.710449
	Iteration 77Q: 3 clusters Score -4911515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4911523.500000 Penalty: 5281.710449
	Iteration 78Q: 3 clusters Score -4911524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4911531.500000 Penalty: 5281.710449
	Iteration 79Q: 3 clusters Score -4911532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4911535.000000 Penalty: 5281.710449
	Iteration 80F: 3 clusters Score -4911535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4911552.000000 Penalty: 5281.710449
	Iteration 81Q: 3 clusters Score -4911552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4911581.000000 Penalty: 5281.710449
	Iteration 82Q: 3 clusters Score -4911581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4911604.000000 Penalty: 5281.710449
	Iteration 83Q: 3 clusters Score -4911604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -4911585.500000 Penalty: 5281.710449
	Iteration 84Q: 3 clusters Score -4911586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4911601.500000 Penalty: 5281.710449
	Iteration 85Q: 3 clusters Score -4911602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4911616.000000 Penalty: 5281.710449
	Iteration 86Q: 3 clusters Score -4911616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4911632.000000 Penalty: 5281.710449
	Iteration 87Q: 3 clusters Score -4911632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4911647.000000 Penalty: 5281.710449
	Iteration 88Q: 3 clusters Score -4911647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4911665.500000 Penalty: 5281.710449
	Iteration 89Q: 3 clusters Score -4911666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4911655.500000 Penalty: 5281.710449
	Iteration 90Q: 3 clusters Score -4911656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -4911677.500000 Penalty: 5281.710449
	Iteration 91Q: 3 clusters Score -4911678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4911671.500000 Penalty: 5281.710449
	Iteration 92Q: 3 clusters Score -4911672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4911672.500000 Penalty: 5281.710449
	Iteration 93Q: 3 clusters Score -4911672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4911681.500000 Penalty: 5281.710449
	Iteration 94Q: 3 clusters Score -4911682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4911697.000000 Penalty: 5281.710449
	Iteration 95Q: 3 clusters Score -4911697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4911700.000000 Penalty: 5281.710449
	Iteration 96Q: 3 clusters Score -4911700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4911704.000000 Penalty: 5281.710449
	Iteration 97Q: 3 clusters Score -4911704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4911705.000000 Penalty: 5281.710449
	Iteration 98Q: 3 clusters Score -4911705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4911707.000000 Penalty: 5281.710449
	Iteration 99Q: 3 clusters Score -4911707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4911721.500000 Penalty: 5281.710449
	Iteration 100F: 3 clusters Score -4911722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4911725.500000 Penalty: 5281.710449
	Iteration 101Q: 3 clusters Score -4911726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4911726.500000 Penalty: 5281.710449
	Iteration 102Q: 3 clusters Score -4911726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4911734.500000 Penalty: 5281.710449
	Iteration 103Q: 3 clusters Score -4911734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4911738.000000 Penalty: 5281.710449
	Iteration 104Q: 3 clusters Score -4911738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4911746.500000 Penalty: 5281.710449
	Iteration 105Q: 3 clusters Score -4911746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4911750.000000 Penalty: 5281.710449
	Iteration 106Q: 3 clusters Score -4911750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -4911759.000000 Penalty: 5281.710449
	Iteration 107Q: 3 clusters Score -4911759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4911766.500000 Penalty: 5281.710449
	Iteration 108Q: 3 clusters Score -4911766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4911772.500000 Penalty: 5281.710449
	Iteration 109Q: 3 clusters Score -4911772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4911783.000000 Penalty: 5281.710449
	Iteration 110Q: 3 clusters Score -4911783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4911792.000000 Penalty: 5281.710449
	Iteration 111Q: 3 clusters Score -4911792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4911803.500000 Penalty: 5281.710449
	Iteration 112Q: 3 clusters Score -4911804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4911813.000000 Penalty: 5281.710449
	Iteration 113Q: 3 clusters Score -4911813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -4911828.000000 Penalty: 5281.710449
	Iteration 114Q: 3 clusters Score -4911828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4911835.500000 Penalty: 5281.710449
	Iteration 115Q: 3 clusters Score -4911836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4911838.500000 Penalty: 5281.710449
	Iteration 116Q: 3 clusters Score -4911838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4911834.500000 Penalty: 5281.710449
	Iteration 117Q: 3 clusters Score -4911834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4911836.000000 Penalty: 5281.710449
	Iteration 118Q: 3 clusters Score -4911836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4911850.000000 Penalty: 5281.710449
	Iteration 119Q: 3 clusters Score -4911850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -4911870.500000 Penalty: 5281.710449
	Iteration 120F: 3 clusters Score -4911870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4911869.000000 Penalty: 5281.710449
	Iteration 121Q: 3 clusters Score -4911869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -4911878.500000 Penalty: 5281.710449
	Iteration 122Q: 3 clusters Score -4911878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4911888.000000 Penalty: 5281.710449
	Iteration 123Q: 3 clusters Score -4911888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4911883.500000 Penalty: 5281.710449
	Iteration 124Q: 3 clusters Score -4911884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4911900.000000 Penalty: 5281.710449
	Iteration 125Q: 3 clusters Score -4911900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4911912.500000 Penalty: 5281.710449
	Iteration 126Q: 3 clusters Score -4911912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4911916.500000 Penalty: 5281.710449
	Iteration 127Q: 3 clusters Score -4911916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4911913.500000 Penalty: 5281.710449
	Iteration 128Q: 3 clusters Score -4911914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4911920.000000 Penalty: 5281.710449
	Iteration 129Q: 3 clusters Score -4911920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4911924.000000 Penalty: 5281.710449
	Iteration 130Q: 3 clusters Score -4911924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -4911932.000000 Penalty: 5281.710449
	Iteration 131Q: 3 clusters Score -4911932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4911941.500000 Penalty: 5281.710449
	Iteration 132Q: 3 clusters Score -4911942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -4911935.500000 Penalty: 5281.710449
	Iteration 133Q: 3 clusters Score -4911936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4911935.000000 Penalty: 5281.710449
	Iteration 134Q: 3 clusters Score -4911935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4911937.500000 Penalty: 5281.710449
	Iteration 135Q: 3 clusters Score -4911938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4911941.000000 Penalty: 5281.710449
	Iteration 136Q: 3 clusters Score -4911941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4911935.000000 Penalty: 5281.710449
	Iteration 137Q: 3 clusters Score -4911935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4911938.000000 Penalty: 5281.710449
	Iteration 138Q: 3 clusters Score -4911938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4911940.500000 Penalty: 5281.710449
	Iteration 139Q: 3 clusters Score -4911940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4911938.500000 Penalty: 5281.710449
	Iteration 140F: 3 clusters Score -4911938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4911945.000000 Penalty: 5281.710449
	Iteration 141Q: 3 clusters Score -4911945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4911945.000000 Penalty: 5281.710449
	Iteration 142F: 3 clusters Score -4911945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Entering Unmasked Estep 
Score: -7419702.000000 Penalty: 2742.979248
	Iteration 0F: 2 clusters Score -7419702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -7377292.500000 Penalty: 5485.958496
	Iteration 0F: 3 clusters Score -7377292 nChanged 29459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -7394104.000000 Penalty: 5485.958496
	Iteration 1F: 3 clusters Score -7394104 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -7394756.000000 Penalty: 5485.958496
	Iteration 2Q: 3 clusters Score -7394756 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7395460.500000 Penalty: 5485.958496
	Iteration 3Q: 3 clusters Score -7395460 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -7396451.500000 Penalty: 5485.958496
	Iteration 4Q: 3 clusters Score -7396452 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7397738.000000 Penalty: 5485.958496
	Iteration 5Q: 3 clusters Score -7397738 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -7399862.500000 Penalty: 5485.958496
	Iteration 6F: 3 clusters Score -7399862 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -7403074.000000 Penalty: 5485.958496
	Iteration 7F: 3 clusters Score -7403074 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -7407208.500000 Penalty: 5485.958496
	Iteration 8F: 3 clusters Score -7407208 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7411438.500000 Penalty: 5485.958496
	Iteration 9F: 3 clusters Score -7411438 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7414503.000000 Penalty: 5485.958496
	Iteration 10F: 3 clusters Score -7414503 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -7416089.500000 Penalty: 5485.958496
	Iteration 11Q: 3 clusters Score -7416090 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -7416838.000000 Penalty: 5485.958496
	Iteration 12Q: 3 clusters Score -7416838 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -7417102.500000 Penalty: 5485.958496
	Iteration 13Q: 3 clusters Score -7417102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -7417230.000000 Penalty: 5485.958496
	Iteration 14Q: 3 clusters Score -7417230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -7417309.000000 Penalty: 5485.958496
	Iteration 15Q: 3 clusters Score -7417309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -7417361.500000 Penalty: 5485.958496
	Iteration 16Q: 3 clusters Score -7417362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -7417384.500000 Penalty: 5485.958496
	Iteration 17Q: 3 clusters Score -7417384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -7417403.000000 Penalty: 5485.958496
	Iteration 18Q: 3 clusters Score -7417403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -7417428.000000 Penalty: 5485.958496
	Iteration 19Q: 3 clusters Score -7417428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -7417440.500000 Penalty: 5485.958496
	Iteration 20F: 3 clusters Score -7417440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -7417448.500000 Penalty: 5485.958496
	Iteration 21Q: 3 clusters Score -7417448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -7417463.000000 Penalty: 5485.958496
	Iteration 22Q: 3 clusters Score -7417463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -7417459.000000 Penalty: 5485.958496
	Iteration 23Q: 3 clusters Score -7417459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -7417459.000000 Penalty: 5485.958496
	Iteration 24Q: 3 clusters Score -7417459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -7417464.500000 Penalty: 5485.958496
	Iteration 25Q: 3 clusters Score -7417464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -7417463.500000 Penalty: 5485.958496
	Iteration 26Q: 3 clusters Score -7417464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -7417463.500000 Penalty: 5485.958496
	Iteration 27F: 3 clusters Score -7417464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -49539.160156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -49539.16 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 244 members 
Entering Unmasked Estep 
Score: -48034.410156 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -48034.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48265.285156 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -48265.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48339.816406 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -48339.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48419.597656 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -48419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48485.421875 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -48485.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48539.269531 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -48539.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48555.562500 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -48555.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48586.031250 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -48586.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48606.187500 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -48606.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48616.378906 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -48616.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48622.671875 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -48622.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48640.058594 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -48640.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48644.992188 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -48644.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48647.367188 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -48647.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48649.667969 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -48649.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48649.667969 Penalty: 3078.461670
	Iteration 15F: 3 clusters Score -48649.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -392792.875000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -392792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -389166.781250 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -389166.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -389954.875000 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -389954.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -390116.312500 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -390116.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -390196.187500 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -390196.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -390262.593750 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -390262.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -390310.843750 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -390310.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -390344.562500 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -390344.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -390383.468750 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -390383.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -390419.375000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -390419.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -390461.312500 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -390461.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -390492.718750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -390492.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -390514.125000 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -390514.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -390533.312500 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -390533.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -390551.406250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -390551.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -390566.437500 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -390566.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -390582.656250 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -390582.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -390593.437500 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -390593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -390601.156250 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -390601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -390608.343750 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -390608.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -390610.343750 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -390610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -390612.656250 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -390612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -390613.468750 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -390613.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -390615.531250 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -390615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -390616.000000 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -390616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -390618.500000 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -390618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -390618.125000 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -390618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -390618.531250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -390618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -390618.375000 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -390618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -390618.718750 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -390618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -390620.156250 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -390620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -390623.593750 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -390623.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -390626.906250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -390626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -390632.468750 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -390632.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -390638.781250 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -390638.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -390645.375000 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -390645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -390647.687500 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -390647.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -390652.781250 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -390652.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -390657.781250 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -390657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -390664.250000 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -390664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -390670.312500 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -390670.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -390682.250000 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -390682.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -390694.281250 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -390694.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -390705.562500 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -390705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -390710.312500 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -390710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -390716.062500 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -390716.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -390722.625000 Penalty: 4063.652344
	Iteration 45Q: 3 clusters Score -390722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -390727.125000 Penalty: 4063.652344
	Iteration 46Q: 3 clusters Score -390727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -390732.281250 Penalty: 4063.652344
	Iteration 47Q: 3 clusters Score -390732.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -390738.125000 Penalty: 4063.652344
	Iteration 48Q: 3 clusters Score -390738.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -390745.625000 Penalty: 4063.652344
	Iteration 49Q: 3 clusters Score -390745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -390751.718750 Penalty: 4063.652344
	Iteration 50Q: 3 clusters Score -390751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -390757.437500 Penalty: 4063.652344
	Iteration 51Q: 3 clusters Score -390757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -390763.218750 Penalty: 4063.652344
	Iteration 52Q: 3 clusters Score -390763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -390770.656250 Penalty: 4063.652344
	Iteration 53Q: 3 clusters Score -390770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -390776.062500 Penalty: 4063.652344
	Iteration 54Q: 3 clusters Score -390776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -390782.468750 Penalty: 4063.652344
	Iteration 55Q: 3 clusters Score -390782.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -390790.562500 Penalty: 4063.652344
	Iteration 56Q: 3 clusters Score -390790.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -390798.937500 Penalty: 4063.652344
	Iteration 57Q: 3 clusters Score -390798.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -390808.468750 Penalty: 4063.652344
	Iteration 58Q: 3 clusters Score -390808.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -390818.375000 Penalty: 4063.652344
	Iteration 59Q: 3 clusters Score -390818.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -390835.156250 Penalty: 4063.652344
	Iteration 60F: 3 clusters Score -390835.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -390851.000000 Penalty: 4063.652344
	Iteration 61Q: 3 clusters Score -390851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -390867.625000 Penalty: 4063.652344
	Iteration 62Q: 3 clusters Score -390867.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -390883.093750 Penalty: 4063.652344
	Iteration 63Q: 3 clusters Score -390883.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -390895.093750 Penalty: 4063.652344
	Iteration 64Q: 3 clusters Score -390895.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -390908.593750 Penalty: 4063.652344
	Iteration 65Q: 3 clusters Score -390908.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -390921.281250 Penalty: 4063.652344
	Iteration 66Q: 3 clusters Score -390921.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -390933.187500 Penalty: 4063.652344
	Iteration 67Q: 3 clusters Score -390933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -390946.875000 Penalty: 4063.652344
	Iteration 68Q: 3 clusters Score -390946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -390961.156250 Penalty: 4063.652344
	Iteration 69Q: 3 clusters Score -390961.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -390985.312500 Penalty: 4063.652344
	Iteration 70Q: 3 clusters Score -390985.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -391003.593750 Penalty: 4063.652344
	Iteration 71Q: 3 clusters Score -391003.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -391022.750000 Penalty: 4063.652344
	Iteration 72Q: 3 clusters Score -391022.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -391043.781250 Penalty: 4063.652344
	Iteration 73Q: 3 clusters Score -391043.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -391074.968750 Penalty: 4063.652344
	Iteration 74Q: 3 clusters Score -391075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -391102.437500 Penalty: 4063.652344
	Iteration 75Q: 3 clusters Score -391102.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -391126.906250 Penalty: 4063.652344
	Iteration 76Q: 3 clusters Score -391126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -391147.218750 Penalty: 4063.652344
	Iteration 77Q: 3 clusters Score -391147.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -391165.312500 Penalty: 4063.652344
	Iteration 78Q: 3 clusters Score -391165.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -391187.562500 Penalty: 4063.652344
	Iteration 79Q: 3 clusters Score -391187.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -391208.000000 Penalty: 4063.652344
	Iteration 80F: 3 clusters Score -391208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -391220.375000 Penalty: 4063.652344
	Iteration 81Q: 3 clusters Score -391220.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -391235.312500 Penalty: 4063.652344
	Iteration 82Q: 3 clusters Score -391235.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -391243.718750 Penalty: 4063.652344
	Iteration 83Q: 3 clusters Score -391243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -391249.656250 Penalty: 4063.652344
	Iteration 84Q: 3 clusters Score -391249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -391259.093750 Penalty: 4063.652344
	Iteration 85Q: 3 clusters Score -391259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -391266.406250 Penalty: 4063.652344
	Iteration 86Q: 3 clusters Score -391266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -391267.156250 Penalty: 4063.652344
	Iteration 87Q: 3 clusters Score -391267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -391269.343750 Penalty: 4063.652344
	Iteration 88Q: 3 clusters Score -391269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -391270.937500 Penalty: 4063.652344
	Iteration 89Q: 3 clusters Score -391270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -391272.000000 Penalty: 4063.652344
	Iteration 90Q: 3 clusters Score -391272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -391277.031250 Penalty: 4063.652344
	Iteration 91Q: 3 clusters Score -391277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -391279.218750 Penalty: 4063.652344
	Iteration 92Q: 3 clusters Score -391279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -391280.625000 Penalty: 4063.652344
	Iteration 93Q: 3 clusters Score -391280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -391281.843750 Penalty: 4063.652344
	Iteration 94Q: 3 clusters Score -391281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -391281.531250 Penalty: 4063.652344
	Iteration 95Q: 3 clusters Score -391281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -391281.531250 Penalty: 4063.652344
	Iteration 96F: 3 clusters Score -391281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -90998.687500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -90998.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89157.796875 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -89157.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89419.968750 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -89419.97 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89512.421875 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -89512.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89560.312500 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -89560.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89578.539062 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -89578.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89591.015625 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -89591.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89604.203125 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -89604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89607.515625 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -89607.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89617.750000 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -89617.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89632.531250 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -89632.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89654.304688 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -89654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89660.914062 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -89660.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89664.507812 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -89664.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89677.843750 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -89677.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89693.171875 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -89693.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89697.359375 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -89697.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89705.765625 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -89705.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89708.648438 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -89708.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89711.343750 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -89711.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89715.390625 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -89715.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89717.343750 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -89717.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89718.703125 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -89718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89723.601562 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -89723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89728.750000 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -89728.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89732.875000 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -89732.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89741.710938 Penalty: 3342.123535
	Iteration 25Q: 3 clusters Score -89741.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89749.539062 Penalty: 3342.123535
	Iteration 26Q: 3 clusters Score -89749.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89752.640625 Penalty: 3342.123535
	Iteration 27Q: 3 clusters Score -89752.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89757.921875 Penalty: 3342.123535
	Iteration 28Q: 3 clusters Score -89757.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89765.468750 Penalty: 3342.123535
	Iteration 29Q: 3 clusters Score -89765.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89773.046875 Penalty: 3342.123535
	Iteration 30Q: 3 clusters Score -89773.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89780.179688 Penalty: 3342.123535
	Iteration 31Q: 3 clusters Score -89780.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89793.093750 Penalty: 3342.123535
	Iteration 32Q: 3 clusters Score -89793.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89824.875000 Penalty: 3342.123535
	Iteration 33Q: 3 clusters Score -89824.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89858.750000 Penalty: 3342.123535
	Iteration 34Q: 3 clusters Score -89858.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89885.757812 Penalty: 3342.123535
	Iteration 35Q: 3 clusters Score -89885.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89917.632812 Penalty: 3342.123535
	Iteration 36Q: 3 clusters Score -89917.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89959.460938 Penalty: 3342.123535
	Iteration 37Q: 3 clusters Score -89959.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90012.242188 Penalty: 3342.123535
	Iteration 38Q: 3 clusters Score -90012.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90040.679688 Penalty: 3342.123535
	Iteration 39Q: 3 clusters Score -90040.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90098.703125 Penalty: 3342.123535
	Iteration 40F: 3 clusters Score -90098.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90126.460938 Penalty: 3342.123535
	Iteration 41Q: 3 clusters Score -90126.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90165.664062 Penalty: 3342.123535
	Iteration 42Q: 3 clusters Score -90165.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90216.960938 Penalty: 3342.123535
	Iteration 43Q: 3 clusters Score -90216.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90271.242188 Penalty: 3342.123535
	Iteration 44Q: 3 clusters Score -90271.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90292.195312 Penalty: 3342.123535
	Iteration 45Q: 3 clusters Score -90292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90295.468750 Penalty: 3342.123535
	Iteration 46Q: 3 clusters Score -90295.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90302.601562 Penalty: 3342.123535
	Iteration 47Q: 3 clusters Score -90302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90305.101562 Penalty: 3342.123535
	Iteration 48Q: 3 clusters Score -90305.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90305.101562 Penalty: 3342.123535
	Iteration 49F: 3 clusters Score -90305.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -47665.183594 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -47665.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46182.714844 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46182.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46322.531250 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46322.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46364.019531 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46364.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46382.164062 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46382.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46382.164062 Penalty: 3037.843018
	Iteration 4F: 3 clusters Score -46382.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (313004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313004 members 
Entering Unmasked Estep 
Score: -35794864.000000 Penalty: 3138.185059
	Iteration 0F: 2 clusters Score -3.579486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 156300 members 
Entering Unmasked Estep 
Score: -35598504.000000 Penalty: 6276.370117
	Iteration 0F: 3 clusters Score -3.55985e+07 nChanged 152006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 153844 members 
Entering Unmasked Estep 
Score: -35687648.000000 Penalty: 6276.370117
	Iteration 1F: 3 clusters Score -3.568765e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 152299 members 
Entering Unmasked Estep 
Score: -35689144.000000 Penalty: 6276.370117
	Iteration 2Q: 3 clusters Score -3.568914e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162929 members 
Mstep: Class 2 contains 150075 members 
Entering Unmasked Estep 
Score: -35690964.000000 Penalty: 6276.370117
	Iteration 3Q: 3 clusters Score -3.569096e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166188 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -35693064.000000 Penalty: 6276.370117
	Iteration 4Q: 3 clusters Score -3.569306e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171081 members 
Mstep: Class 2 contains 141923 members 
Entering Unmasked Estep 
Score: -35695752.000000 Penalty: 6276.370117
	Iteration 5Q: 3 clusters Score -3.569575e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 134710 members 
Entering Unmasked Estep 
Score: -35700076.000000 Penalty: 6276.370117
	Iteration 6Q: 3 clusters Score -3.570008e+07 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188032 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -35706688.000000 Penalty: 6276.370117
	Iteration 7Q: 3 clusters Score -3.570669e+07 nChanged 16938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199788 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -35716616.000000 Penalty: 6276.370117
	Iteration 8F: 3 clusters Score -3.571662e+07 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211798 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -35729604.000000 Penalty: 6276.370117
	Iteration 9F: 3 clusters Score -3.57296e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220780 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -35742112.000000 Penalty: 6276.370117
	Iteration 10F: 3 clusters Score -3.574211e+07 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225522 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -35750740.000000 Penalty: 6276.370117
	Iteration 11F: 3 clusters Score -3.575074e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227535 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -35754660.000000 Penalty: 6276.370117
	Iteration 12Q: 3 clusters Score -3.575466e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228582 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -35755904.000000 Penalty: 6276.370117
	Iteration 13Q: 3 clusters Score -3.57559e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229543 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -35756184.000000 Penalty: 6276.370117
	Iteration 14Q: 3 clusters Score -3.575618e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230547 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -35756212.000000 Penalty: 6276.370117
	Iteration 15Q: 3 clusters Score -3.575621e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231508 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -35756532.000000 Penalty: 6276.370117
	Iteration 16Q: 3 clusters Score -3.575653e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232451 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -35756700.000000 Penalty: 6276.370117
	Iteration 17Q: 3 clusters Score -3.57567e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233411 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -35756904.000000 Penalty: 6276.370117
	Iteration 18Q: 3 clusters Score -3.57569e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234353 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -35757036.000000 Penalty: 6276.370117
	Iteration 19Q: 3 clusters Score -3.575704e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235226 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -35757096.000000 Penalty: 6276.370117
	Iteration 20F: 3 clusters Score -3.57571e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236100 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -35757200.000000 Penalty: 6276.370117
	Iteration 21Q: 3 clusters Score -3.57572e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236895 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -35757320.000000 Penalty: 6276.370117
	Iteration 22Q: 3 clusters Score -3.575732e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237659 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -35757536.000000 Penalty: 6276.370117
	Iteration 23Q: 3 clusters Score -3.575754e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238416 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -35757712.000000 Penalty: 6276.370117
	Iteration 24Q: 3 clusters Score -3.575771e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239099 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -35757784.000000 Penalty: 6276.370117
	Iteration 25Q: 3 clusters Score -3.575778e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239865 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -35757980.000000 Penalty: 6276.370117
	Iteration 26Q: 3 clusters Score -3.575798e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240592 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -35758108.000000 Penalty: 6276.370117
	Iteration 27Q: 3 clusters Score -3.575811e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241281 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -35758276.000000 Penalty: 6276.370117
	Iteration 28Q: 3 clusters Score -3.575828e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241976 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -35758376.000000 Penalty: 6276.370117
	Iteration 29Q: 3 clusters Score -3.575838e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242687 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -35758592.000000 Penalty: 6276.370117
	Iteration 30Q: 3 clusters Score -3.575859e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243404 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -35758728.000000 Penalty: 6276.370117
	Iteration 31Q: 3 clusters Score -3.575873e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244104 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -35758740.000000 Penalty: 6276.370117
	Iteration 32Q: 3 clusters Score -3.575874e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244862 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -35758852.000000 Penalty: 6276.370117
	Iteration 33Q: 3 clusters Score -3.575885e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245580 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -35759064.000000 Penalty: 6276.370117
	Iteration 34Q: 3 clusters Score -3.575906e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246331 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -35759268.000000 Penalty: 6276.370117
	Iteration 35Q: 3 clusters Score -3.575927e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247110 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -35759516.000000 Penalty: 6276.370117
	Iteration 36Q: 3 clusters Score -3.575952e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247938 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -35759728.000000 Penalty: 6276.370117
	Iteration 37Q: 3 clusters Score -3.575973e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248761 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -35760056.000000 Penalty: 6276.370117
	Iteration 38Q: 3 clusters Score -3.576006e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249565 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -35760264.000000 Penalty: 6276.370117
	Iteration 39Q: 3 clusters Score -3.576026e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250376 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -35760440.000000 Penalty: 6276.370117
	Iteration 40F: 3 clusters Score -3.576044e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251237 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -35760588.000000 Penalty: 6276.370117
	Iteration 41Q: 3 clusters Score -3.576059e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252143 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -35760912.000000 Penalty: 6276.370117
	Iteration 42Q: 3 clusters Score -3.576091e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253117 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -35761180.000000 Penalty: 6276.370117
	Iteration 43Q: 3 clusters Score -3.576118e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254068 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -35761412.000000 Penalty: 6276.370117
	Iteration 44Q: 3 clusters Score -3.576141e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255044 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -35761704.000000 Penalty: 6276.370117
	Iteration 45Q: 3 clusters Score -3.57617e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256117 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -35762020.000000 Penalty: 6276.370117
	Iteration 46Q: 3 clusters Score -3.576202e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257256 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -35762372.000000 Penalty: 6276.370117
	Iteration 47Q: 3 clusters Score -3.576237e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258503 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -35762696.000000 Penalty: 6276.370117
	Iteration 48Q: 3 clusters Score -3.57627e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259765 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -35763060.000000 Penalty: 6276.370117
	Iteration 49Q: 3 clusters Score -3.576306e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261081 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -35763468.000000 Penalty: 6276.370117
	Iteration 50Q: 3 clusters Score -3.576347e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262386 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -35763932.000000 Penalty: 6276.370117
	Iteration 51Q: 3 clusters Score -3.576393e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263780 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -35764436.000000 Penalty: 6276.370117
	Iteration 52Q: 3 clusters Score -3.576444e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265214 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -35764912.000000 Penalty: 6276.370117
	Iteration 53Q: 3 clusters Score -3.576491e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266715 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -35765436.000000 Penalty: 6276.370117
	Iteration 54Q: 3 clusters Score -3.576544e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268334 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -35766180.000000 Penalty: 6276.370117
	Iteration 55Q: 3 clusters Score -3.576618e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270012 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -35766860.000000 Penalty: 6276.370117
	Iteration 56Q: 3 clusters Score -3.576686e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271719 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -35767580.000000 Penalty: 6276.370117
	Iteration 57Q: 3 clusters Score -3.576758e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273515 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -35768364.000000 Penalty: 6276.370117
	Iteration 58Q: 3 clusters Score -3.576836e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275397 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -35769316.000000 Penalty: 6276.370117
	Iteration 59Q: 3 clusters Score -3.576932e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277418 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -35770344.000000 Penalty: 6276.370117
	Iteration 60F: 3 clusters Score -3.577034e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279538 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -35771328.000000 Penalty: 6276.370117
	Iteration 61Q: 3 clusters Score -3.577133e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281691 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -35772724.000000 Penalty: 6276.370117
	Iteration 62Q: 3 clusters Score -3.577272e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283979 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -35774488.000000 Penalty: 6276.370117
	Iteration 63Q: 3 clusters Score -3.577449e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286346 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -35775900.000000 Penalty: 6276.370117
	Iteration 64Q: 3 clusters Score -3.57759e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288685 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -35777332.000000 Penalty: 6276.370117
	Iteration 65Q: 3 clusters Score -3.577733e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290984 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -35778776.000000 Penalty: 6276.370117
	Iteration 66Q: 3 clusters Score -3.577878e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293218 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -35779752.000000 Penalty: 6276.370117
	Iteration 67Q: 3 clusters Score -3.577975e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295284 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -35780816.000000 Penalty: 6276.370117
	Iteration 68Q: 3 clusters Score -3.578082e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297264 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -35782124.000000 Penalty: 6276.370117
	Iteration 69Q: 3 clusters Score -3.578212e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299072 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -35783104.000000 Penalty: 6276.370117
	Iteration 70Q: 3 clusters Score -3.57831e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300743 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -35783860.000000 Penalty: 6276.370117
	Iteration 71Q: 3 clusters Score -3.578386e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302246 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -35784612.000000 Penalty: 6276.370117
	Iteration 72Q: 3 clusters Score -3.578461e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303629 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -35785388.000000 Penalty: 6276.370117
	Iteration 73Q: 3 clusters Score -3.578539e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304922 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -35786244.000000 Penalty: 6276.370117
	Iteration 74Q: 3 clusters Score -3.578624e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306066 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -35786880.000000 Penalty: 6276.370117
	Iteration 75Q: 3 clusters Score -3.578688e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307175 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -35787780.000000 Penalty: 6276.370117
	Iteration 76Q: 3 clusters Score -3.578778e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308143 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -35788612.000000 Penalty: 6276.370117
	Iteration 77Q: 3 clusters Score -3.578861e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309016 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -35789312.000000 Penalty: 6276.370117
	Iteration 78Q: 3 clusters Score -3.578931e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309799 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -35789840.000000 Penalty: 6276.370117
	Iteration 79Q: 3 clusters Score -3.578984e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310445 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -35790308.000000 Penalty: 6276.370117
	Iteration 80F: 3 clusters Score -3.579031e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310957 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -35790704.000000 Penalty: 6276.370117
	Iteration 81Q: 3 clusters Score -3.57907e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311343 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -35791096.000000 Penalty: 6276.370117
	Iteration 82Q: 3 clusters Score -3.57911e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311632 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -35791380.000000 Penalty: 6276.370117
	Iteration 83Q: 3 clusters Score -3.579138e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311842 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -35791504.000000 Penalty: 6276.370117
	Iteration 84Q: 3 clusters Score -3.57915e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312001 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -35791636.000000 Penalty: 6276.370117
	Iteration 85Q: 3 clusters Score -3.579164e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312120 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -35791764.000000 Penalty: 6276.370117
	Iteration 86Q: 3 clusters Score -3.579176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312208 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -35791900.000000 Penalty: 6276.370117
	Iteration 87Q: 3 clusters Score -3.57919e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312265 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -35791988.000000 Penalty: 6276.370117
	Iteration 88Q: 3 clusters Score -3.579199e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312303 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -35792008.000000 Penalty: 6276.370117
	Iteration 89Q: 3 clusters Score -3.579201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312334 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35792056.000000 Penalty: 6276.370117
	Iteration 90Q: 3 clusters Score -3.579206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312350 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35792036.000000 Penalty: 6276.370117
	Iteration 91Q: 3 clusters Score -3.579204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312359 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -35792056.000000 Penalty: 6276.370117
	Iteration 92Q: 3 clusters Score -3.579206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312364 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -35792056.000000 Penalty: 6276.370117
	Iteration 93Q: 3 clusters Score -3.579206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312370 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -35792036.000000 Penalty: 6276.370117
	Iteration 94Q: 3 clusters Score -3.579204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312375 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35792080.000000 Penalty: 6276.370117
	Iteration 95Q: 3 clusters Score -3.579208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312378 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35792072.000000 Penalty: 6276.370117
	Iteration 96Q: 3 clusters Score -3.579207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312382 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -35792072.000000 Penalty: 6276.370117
	Iteration 97Q: 3 clusters Score -3.579207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312385 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35792068.000000 Penalty: 6276.370117
	Iteration 98Q: 3 clusters Score -3.579207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312392 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -35792072.000000 Penalty: 6276.370117
	Iteration 99Q: 3 clusters Score -3.579207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312402 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35792104.000000 Penalty: 6276.370117
	Iteration 100F: 3 clusters Score -3.57921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312405 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35792112.000000 Penalty: 6276.370117
	Iteration 101Q: 3 clusters Score -3.579211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312414 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35792084.000000 Penalty: 6276.370117
	Iteration 102Q: 3 clusters Score -3.579208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312416 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35792088.000000 Penalty: 6276.370117
	Iteration 103Q: 3 clusters Score -3.579209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312421 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -35792104.000000 Penalty: 6276.370117
	Iteration 104Q: 3 clusters Score -3.57921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312426 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -35792088.000000 Penalty: 6276.370117
	Iteration 105Q: 3 clusters Score -3.579209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35792116.000000 Penalty: 6276.370117
	Iteration 106Q: 3 clusters Score -3.579212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312440 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -35792108.000000 Penalty: 6276.370117
	Iteration 107Q: 3 clusters Score -3.579211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312444 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -35792116.000000 Penalty: 6276.370117
	Iteration 108Q: 3 clusters Score -3.579212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312449 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35792116.000000 Penalty: 6276.370117
	Iteration 109Q: 3 clusters Score -3.579212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -35792116.000000 Penalty: 6276.370117
	Iteration 110Q: 3 clusters Score -3.579212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312455 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -35792104.000000 Penalty: 6276.370117
	Iteration 111Q: 3 clusters Score -3.57921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312458 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35792104.000000 Penalty: 6276.370117
	Iteration 112Q: 3 clusters Score -3.57921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35792120.000000 Penalty: 6276.370117
	Iteration 113Q: 3 clusters Score -3.579212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35792092.000000 Penalty: 6276.370117
	Iteration 114Q: 3 clusters Score -3.579209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35792092.000000 Penalty: 6276.370117
	Iteration 115F: 3 clusters Score -3.579209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -13392.445312 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -13392.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12394.633789 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -12394.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12433.250000 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -12433.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12439.365234 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -12439.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12439.365234 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -12439.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -65945.367188 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -65945.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64459.167969 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64459.17 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64929.851562 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64929.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65105.609375 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -65105.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65203.769531 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -65203.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65261.718750 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -65261.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65285.183594 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -65285.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65301.371094 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -65301.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65308.800781 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -65308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65311.628906 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -65311.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65311.628906 Penalty: 3223.894287
	Iteration 9F: 3 clusters Score -65311.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (105045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Entering Unmasked Estep 
Score: -12133897.000000 Penalty: 2867.411865
	Iteration 0F: 2 clusters Score -1.21339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -12063289.000000 Penalty: 5734.823730
	Iteration 0F: 3 clusters Score -1.206329e+07 nChanged 49896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -12092159.000000 Penalty: 5734.823730
	Iteration 1F: 3 clusters Score -1.209216e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -12092825.000000 Penalty: 5734.823730
	Iteration 2Q: 3 clusters Score -1.209282e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -12093595.000000 Penalty: 5734.823730
	Iteration 3Q: 3 clusters Score -1.20936e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -12094510.000000 Penalty: 5734.823730
	Iteration 4Q: 3 clusters Score -1.209451e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -12095883.000000 Penalty: 5734.823730
	Iteration 5Q: 3 clusters Score -1.209588e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -12097862.000000 Penalty: 5734.823730
	Iteration 6Q: 3 clusters Score -1.209786e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -12100818.000000 Penalty: 5734.823730
	Iteration 7F: 3 clusters Score -1.210082e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -12105719.000000 Penalty: 5734.823730
	Iteration 8F: 3 clusters Score -1.210572e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -12112120.000000 Penalty: 5734.823730
	Iteration 9F: 3 clusters Score -1.211212e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -12118941.000000 Penalty: 5734.823730
	Iteration 10F: 3 clusters Score -1.211894e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -12124374.000000 Penalty: 5734.823730
	Iteration 11F: 3 clusters Score -1.212437e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 99708 members 
Entering Unmasked Estep 
Score: -12127714.000000 Penalty: 5734.823730
	Iteration 12Q: 3 clusters Score -1.212771e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -12129344.000000 Penalty: 5734.823730
	Iteration 13Q: 3 clusters Score -1.212934e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 102761 members 
Entering Unmasked Estep 
Score: -12130191.000000 Penalty: 5734.823730
	Iteration 14Q: 3 clusters Score -1.213019e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -12130654.000000 Penalty: 5734.823730
	Iteration 15Q: 3 clusters Score -1.213065e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -12130949.000000 Penalty: 5734.823730
	Iteration 16Q: 3 clusters Score -1.213095e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -12131169.000000 Penalty: 5734.823730
	Iteration 17Q: 3 clusters Score -1.213117e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -12131300.000000 Penalty: 5734.823730
	Iteration 18Q: 3 clusters Score -1.21313e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 104084 members 
Entering Unmasked Estep 
Score: -12131384.000000 Penalty: 5734.823730
	Iteration 19Q: 3 clusters Score -1.213138e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -12131445.000000 Penalty: 5734.823730
	Iteration 20F: 3 clusters Score -1.213144e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -12131514.000000 Penalty: 5734.823730
	Iteration 21Q: 3 clusters Score -1.213151e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -12131522.000000 Penalty: 5734.823730
	Iteration 22Q: 3 clusters Score -1.213152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -12131541.000000 Penalty: 5734.823730
	Iteration 23Q: 3 clusters Score -1.213154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -12131538.000000 Penalty: 5734.823730
	Iteration 24Q: 3 clusters Score -1.213154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -12131555.000000 Penalty: 5734.823730
	Iteration 25Q: 3 clusters Score -1.213156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -12131570.000000 Penalty: 5734.823730
	Iteration 26Q: 3 clusters Score -1.213157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -12131572.000000 Penalty: 5734.823730
	Iteration 27Q: 3 clusters Score -1.213157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -12131574.000000 Penalty: 5734.823730
	Iteration 28Q: 3 clusters Score -1.213157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -12131576.000000 Penalty: 5734.823730
	Iteration 29Q: 3 clusters Score -1.213158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -12131571.000000 Penalty: 5734.823730
	Iteration 30Q: 3 clusters Score -1.213157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -12131571.000000 Penalty: 5734.823730
	Iteration 31F: 3 clusters Score -1.213157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -67786.804688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -67786.8 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 339 members 
Entering Unmasked Estep 
Score: -66072.945312 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -66072.95 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66304.429688 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -66304.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66378.953125 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -66378.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66433.492188 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -66433.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66478.671875 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -66478.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66531.523438 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -66531.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66557.726562 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -66557.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66581.015625 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -66581.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66599.914062 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -66599.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66607.921875 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -66607.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66624.273438 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -66624.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66645.125000 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -66645.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66663.664062 Penalty: 3233.497070
	Iteration 12Q: 3 clusters Score -66663.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66685.789062 Penalty: 3233.497070
	Iteration 13Q: 3 clusters Score -66685.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66704.281250 Penalty: 3233.497070
	Iteration 14Q: 3 clusters Score -66704.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66719.953125 Penalty: 3233.497070
	Iteration 15Q: 3 clusters Score -66719.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66729.156250 Penalty: 3233.497070
	Iteration 16Q: 3 clusters Score -66729.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66733.789062 Penalty: 3233.497070
	Iteration 17Q: 3 clusters Score -66733.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66734.937500 Penalty: 3233.497070
	Iteration 18Q: 3 clusters Score -66734.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66734.937500 Penalty: 3233.497070
	Iteration 19F: 3 clusters Score -66734.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -71801.046875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -71801.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70082.289062 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -70082.29 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70323.367188 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -70323.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70386.343750 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -70386.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70408.171875 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -70408.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70427.312500 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -70427.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70436.546875 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -70436.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70441.562500 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -70441.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70449.554688 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -70449.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70467.335938 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -70467.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70472.335938 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -70472.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70476.296875 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -70476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70476.296875 Penalty: 3254.972412
	Iteration 11F: 3 clusters Score -70476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175293 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21421 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313004 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583096.000000 Penalty: 89191.812500
Iteration 279Q: 27 clusters Score -1.145831e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175293 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21422 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313003 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583096.000000 Penalty: 89191.812500
Iteration 280F: 27 clusters Score -1.145831e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175293 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114117 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313002 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 281Q: 27 clusters Score -1.145831e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175292 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114116 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313004 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583088.000000 Penalty: 89191.812500
Iteration 282Q: 27 clusters Score -1.145831e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175290 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114115 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313007 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 283Q: 27 clusters Score -1.145831e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175289 members 
Mstep: Class 3 contains 46704 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114114 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313010 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583064.000000 Penalty: 89191.812500
Iteration 284Q: 27 clusters Score -1.145831e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175290 members 
Mstep: Class 3 contains 46704 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114112 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313011 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583072.000000 Penalty: 89191.812500
Iteration 285Q: 27 clusters Score -1.145831e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175291 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114109 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313012 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 286Q: 27 clusters Score -1.145831e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 175291 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 114109 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 134 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 34925 members 
Mstep: Class 14 contains 22982 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 63602 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 844 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 313012 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 105045 members 
Mstep: Class 25 contains 678 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583080.000000 Penalty: 89191.812500
Iteration 287F: 27 clusters Score -1.145831e+08 nChanged 0
Entering ConstructFrom: 
Score: -114583080.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -749736.812500 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -749736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -744343.625000 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -744343.6 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -745776.937500 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -745776.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -746020.125000 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -746020.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -746216.500000 Penalty: 4352.519531
	Iteration 3F: 3 clusters Score -746216.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -746385.562500 Penalty: 4352.519531
	Iteration 4Q: 3 clusters Score -746385.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -746566.125000 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -746566.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -746761.437500 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -746761.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -746954.375000 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -746954.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -747132.750000 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -747132.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -747338.375000 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -747338.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -747560.812500 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -747560.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -747779.250000 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -747779.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -747946.687500 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -747946.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -748058.062500 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -748058.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -748136.375000 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -748136.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -748175.812500 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -748175.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -748202.875000 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -748202.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -748221.812500 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -748221.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -748234.562500 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -748234.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -748247.375000 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -748247.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -748250.937500 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -748250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -748253.125000 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -748253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -748254.250000 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -748254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -748254.125000 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -748254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -748258.875000 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -748258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -748259.437500 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -748259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -748258.437500 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -748258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -748260.125000 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -748260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -748260.500000 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -748260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -748260.500000 Penalty: 4352.519531
	Iteration 29F: 3 clusters Score -748260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175291 members 
Entering Unmasked Estep 
Score: -20160122.000000 Penalty: 2994.402344
	Iteration 0F: 2 clusters Score -2.016012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -20045850.000000 Penalty: 5988.804688
	Iteration 0F: 3 clusters Score -2.004585e+07 nChanged 84207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -20095610.000000 Penalty: 5988.804688
	Iteration 1F: 3 clusters Score -2.009561e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -20097890.000000 Penalty: 5988.804688
	Iteration 2Q: 3 clusters Score -2.009789e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -20101224.000000 Penalty: 5988.804688
	Iteration 3Q: 3 clusters Score -2.010122e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109624 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -20106726.000000 Penalty: 5988.804688
	Iteration 4F: 3 clusters Score -2.010673e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120172 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -20114910.000000 Penalty: 5988.804688
	Iteration 5F: 3 clusters Score -2.011491e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132634 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -20125456.000000 Penalty: 5988.804688
	Iteration 6F: 3 clusters Score -2.012546e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -20137042.000000 Penalty: 5988.804688
	Iteration 7F: 3 clusters Score -2.013704e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -20146132.000000 Penalty: 5988.804688
	Iteration 8F: 3 clusters Score -2.014613e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -20152002.000000 Penalty: 5988.804688
	Iteration 9Q: 3 clusters Score -2.0152e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -20154776.000000 Penalty: 5988.804688
	Iteration 10Q: 3 clusters Score -2.015478e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167376 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -20156050.000000 Penalty: 5988.804688
	Iteration 11Q: 3 clusters Score -2.015605e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -20156706.000000 Penalty: 5988.804688
	Iteration 12Q: 3 clusters Score -2.015671e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -20157124.000000 Penalty: 5988.804688
	Iteration 13Q: 3 clusters Score -2.015712e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -20157348.000000 Penalty: 5988.804688
	Iteration 14Q: 3 clusters Score -2.015735e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -20157514.000000 Penalty: 5988.804688
	Iteration 15Q: 3 clusters Score -2.015751e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -20157568.000000 Penalty: 5988.804688
	Iteration 16Q: 3 clusters Score -2.015757e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -20157644.000000 Penalty: 5988.804688
	Iteration 17Q: 3 clusters Score -2.015764e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172074 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20157810.000000 Penalty: 5988.804688
	Iteration 18Q: 3 clusters Score -2.015781e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -20157920.000000 Penalty: 5988.804688
	Iteration 19Q: 3 clusters Score -2.015792e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -20158030.000000 Penalty: 5988.804688
	Iteration 20F: 3 clusters Score -2.015803e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172680 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20158090.000000 Penalty: 5988.804688
	Iteration 21Q: 3 clusters Score -2.015809e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20158118.000000 Penalty: 5988.804688
	Iteration 22Q: 3 clusters Score -2.015812e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -20158134.000000 Penalty: 5988.804688
	Iteration 23Q: 3 clusters Score -2.015813e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20158148.000000 Penalty: 5988.804688
	Iteration 24Q: 3 clusters Score -2.015815e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173086 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -20158166.000000 Penalty: 5988.804688
	Iteration 25Q: 3 clusters Score -2.015817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173130 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20158152.000000 Penalty: 5988.804688
	Iteration 26Q: 3 clusters Score -2.015815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173160 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -20158184.000000 Penalty: 5988.804688
	Iteration 27Q: 3 clusters Score -2.015818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173184 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -20158200.000000 Penalty: 5988.804688
	Iteration 28Q: 3 clusters Score -2.01582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173211 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20158188.000000 Penalty: 5988.804688
	Iteration 29Q: 3 clusters Score -2.015819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173229 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -20158192.000000 Penalty: 5988.804688
	Iteration 30Q: 3 clusters Score -2.015819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -20158196.000000 Penalty: 5988.804688
	Iteration 31Q: 3 clusters Score -2.01582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -20158196.000000 Penalty: 5988.804688
	Iteration 32Q: 3 clusters Score -2.01582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -20158208.000000 Penalty: 5988.804688
	Iteration 33Q: 3 clusters Score -2.015821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20158200.000000 Penalty: 5988.804688
	Iteration 34Q: 3 clusters Score -2.01582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20158194.000000 Penalty: 5988.804688
	Iteration 35Q: 3 clusters Score -2.015819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20158186.000000 Penalty: 5988.804688
	Iteration 36Q: 3 clusters Score -2.015819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20158190.000000 Penalty: 5988.804688
	Iteration 37Q: 3 clusters Score -2.015819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20158172.000000 Penalty: 5988.804688
	Iteration 38Q: 3 clusters Score -2.015817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20158184.000000 Penalty: 5988.804688
	Iteration 39Q: 3 clusters Score -2.015818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173354 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20158194.000000 Penalty: 5988.804688
	Iteration 40F: 3 clusters Score -2.015819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173360 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20158182.000000 Penalty: 5988.804688
	Iteration 41Q: 3 clusters Score -2.015818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20158166.000000 Penalty: 5988.804688
	Iteration 42Q: 3 clusters Score -2.015817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -20158162.000000 Penalty: 5988.804688
	Iteration 43Q: 3 clusters Score -2.015816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -20158164.000000 Penalty: 5988.804688
	Iteration 44Q: 3 clusters Score -2.015816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20158170.000000 Penalty: 5988.804688
	Iteration 45Q: 3 clusters Score -2.015817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -20158154.000000 Penalty: 5988.804688
	Iteration 46Q: 3 clusters Score -2.015815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -20158168.000000 Penalty: 5988.804688
	Iteration 47Q: 3 clusters Score -2.015817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173380 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -20158160.000000 Penalty: 5988.804688
	Iteration 48Q: 3 clusters Score -2.015816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173382 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -20158164.000000 Penalty: 5988.804688
	Iteration 49Q: 3 clusters Score -2.015816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20158172.000000 Penalty: 5988.804688
	Iteration 50Q: 3 clusters Score -2.015817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173388 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20158166.000000 Penalty: 5988.804688
	Iteration 51Q: 3 clusters Score -2.015817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173388 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20158162.000000 Penalty: 5988.804688
	Iteration 52Q: 3 clusters Score -2.015816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173388 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20158162.000000 Penalty: 5988.804688
	Iteration 53Q: 3 clusters Score -2.015816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -20158168.000000 Penalty: 5988.804688
	Iteration 54Q: 3 clusters Score -2.015817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -20158162.000000 Penalty: 5988.804688
	Iteration 55Q: 3 clusters Score -2.015816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -20158162.000000 Penalty: 5988.804688
	Iteration 56F: 3 clusters Score -2.015816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Entering Unmasked Estep 
Score: -5474414.500000 Penalty: 2666.398438
	Iteration 0F: 2 clusters Score -5474414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5442992.000000 Penalty: 5332.796875
	Iteration 0F: 3 clusters Score -5442992 nChanged 21317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5454521.000000 Penalty: 5332.796875
	Iteration 1F: 3 clusters Score -5454521 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5454996.000000 Penalty: 5332.796875
	Iteration 2Q: 3 clusters Score -5454996 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5455436.000000 Penalty: 5332.796875
	Iteration 3Q: 3 clusters Score -5455436 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5455888.000000 Penalty: 5332.796875
	Iteration 4Q: 3 clusters Score -5455888 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5456391.500000 Penalty: 5332.796875
	Iteration 5Q: 3 clusters Score -5456392 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -5457244.500000 Penalty: 5332.796875
	Iteration 6Q: 3 clusters Score -5457244 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -5458546.000000 Penalty: 5332.796875
	Iteration 7F: 3 clusters Score -5458546 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5460646.500000 Penalty: 5332.796875
	Iteration 8F: 3 clusters Score -5460646 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -5463659.500000 Penalty: 5332.796875
	Iteration 9F: 3 clusters Score -5463660 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -5467031.500000 Penalty: 5332.796875
	Iteration 10F: 3 clusters Score -5467032 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5469761.000000 Penalty: 5332.796875
	Iteration 11F: 3 clusters Score -5469761 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5471109.500000 Penalty: 5332.796875
	Iteration 12Q: 3 clusters Score -5471110 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5471618.000000 Penalty: 5332.796875
	Iteration 13Q: 3 clusters Score -5471618 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5471824.500000 Penalty: 5332.796875
	Iteration 14Q: 3 clusters Score -5471824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5471928.500000 Penalty: 5332.796875
	Iteration 15Q: 3 clusters Score -5471928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5471995.500000 Penalty: 5332.796875
	Iteration 16Q: 3 clusters Score -5471996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5472049.500000 Penalty: 5332.796875
	Iteration 17Q: 3 clusters Score -5472050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5472073.500000 Penalty: 5332.796875
	Iteration 18Q: 3 clusters Score -5472074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5472090.000000 Penalty: 5332.796875
	Iteration 19Q: 3 clusters Score -5472090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5472095.500000 Penalty: 5332.796875
	Iteration 20F: 3 clusters Score -5472096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5472111.500000 Penalty: 5332.796875
	Iteration 21Q: 3 clusters Score -5472112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5472115.000000 Penalty: 5332.796875
	Iteration 22Q: 3 clusters Score -5472115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5472122.000000 Penalty: 5332.796875
	Iteration 23Q: 3 clusters Score -5472122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5472121.500000 Penalty: 5332.796875
	Iteration 24Q: 3 clusters Score -5472122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5472121.500000 Penalty: 5332.796875
	Iteration 25F: 3 clusters Score -5472122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Entering Unmasked Estep 
Score: -214272.515625 Penalty: 1869.546753
	Iteration 0F: 2 clusters Score -214272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -211696.265625 Penalty: 3739.093506
	Iteration 0F: 3 clusters Score -211696.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -212074.468750 Penalty: 3739.093506
	Iteration 1F: 3 clusters Score -212074.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -212195.953125 Penalty: 3739.093506
	Iteration 2F: 3 clusters Score -212196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212265.625000 Penalty: 3739.093506
	Iteration 3Q: 3 clusters Score -212265.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212317.562500 Penalty: 3739.093506
	Iteration 4Q: 3 clusters Score -212317.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212349.328125 Penalty: 3739.093506
	Iteration 5Q: 3 clusters Score -212349.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212374.140625 Penalty: 3739.093506
	Iteration 6Q: 3 clusters Score -212374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212397.843750 Penalty: 3739.093506
	Iteration 7Q: 3 clusters Score -212397.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212418.546875 Penalty: 3739.093506
	Iteration 8Q: 3 clusters Score -212418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212428.875000 Penalty: 3739.093506
	Iteration 9Q: 3 clusters Score -212428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -212437.406250 Penalty: 3739.093506
	Iteration 10Q: 3 clusters Score -212437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -212445.140625 Penalty: 3739.093506
	Iteration 11Q: 3 clusters Score -212445.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -212455.546875 Penalty: 3739.093506
	Iteration 12Q: 3 clusters Score -212455.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -212462.812500 Penalty: 3739.093506
	Iteration 13Q: 3 clusters Score -212462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -212470.859375 Penalty: 3739.093506
	Iteration 14Q: 3 clusters Score -212470.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -212476.796875 Penalty: 3739.093506
	Iteration 15Q: 3 clusters Score -212476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212482.500000 Penalty: 3739.093506
	Iteration 16Q: 3 clusters Score -212482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -212485.078125 Penalty: 3739.093506
	Iteration 17Q: 3 clusters Score -212485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212487.703125 Penalty: 3739.093506
	Iteration 18Q: 3 clusters Score -212487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212488.218750 Penalty: 3739.093506
	Iteration 19Q: 3 clusters Score -212488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212488.218750 Penalty: 3739.093506
	Iteration 20F: 3 clusters Score -212488.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Entering Unmasked Estep 
Score: -3744759.500000 Penalty: 2582.337646
	Iteration 0F: 2 clusters Score -3744760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3722039.250000 Penalty: 5164.675293
	Iteration 0F: 3 clusters Score -3722039 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3730302.750000 Penalty: 5164.675293
	Iteration 1F: 3 clusters Score -3730303 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3730790.000000 Penalty: 5164.675293
	Iteration 2Q: 3 clusters Score -3730790 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3731235.500000 Penalty: 5164.675293
	Iteration 3Q: 3 clusters Score -3731236 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3731662.000000 Penalty: 5164.675293
	Iteration 4Q: 3 clusters Score -3731662 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3732055.250000 Penalty: 5164.675293
	Iteration 5Q: 3 clusters Score -3732055 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3732488.500000 Penalty: 5164.675293
	Iteration 6Q: 3 clusters Score -3732488 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3732916.750000 Penalty: 5164.675293
	Iteration 7Q: 3 clusters Score -3732917 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3733406.250000 Penalty: 5164.675293
	Iteration 8Q: 3 clusters Score -3733406 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3733914.500000 Penalty: 5164.675293
	Iteration 9Q: 3 clusters Score -3733914 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3734485.500000 Penalty: 5164.675293
	Iteration 10Q: 3 clusters Score -3734486 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3735036.750000 Penalty: 5164.675293
	Iteration 11Q: 3 clusters Score -3735037 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3735543.750000 Penalty: 5164.675293
	Iteration 12Q: 3 clusters Score -3735544 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3735984.750000 Penalty: 5164.675293
	Iteration 13Q: 3 clusters Score -3735985 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3736324.000000 Penalty: 5164.675293
	Iteration 14Q: 3 clusters Score -3736324 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3736538.250000 Penalty: 5164.675293
	Iteration 15Q: 3 clusters Score -3736538 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3736689.000000 Penalty: 5164.675293
	Iteration 16Q: 3 clusters Score -3736689 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3736784.500000 Penalty: 5164.675293
	Iteration 17Q: 3 clusters Score -3736784 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3736871.750000 Penalty: 5164.675293
	Iteration 18Q: 3 clusters Score -3736872 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3736939.250000 Penalty: 5164.675293
	Iteration 19Q: 3 clusters Score -3736939 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3736996.750000 Penalty: 5164.675293
	Iteration 20F: 3 clusters Score -3736997 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3737044.500000 Penalty: 5164.675293
	Iteration 21Q: 3 clusters Score -3737044 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3737088.250000 Penalty: 5164.675293
	Iteration 22Q: 3 clusters Score -3737088 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3737115.500000 Penalty: 5164.675293
	Iteration 23Q: 3 clusters Score -3737116 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3737168.000000 Penalty: 5164.675293
	Iteration 24Q: 3 clusters Score -3737168 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3737217.000000 Penalty: 5164.675293
	Iteration 25Q: 3 clusters Score -3737217 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3737271.750000 Penalty: 5164.675293
	Iteration 26Q: 3 clusters Score -3737272 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3737359.750000 Penalty: 5164.675293
	Iteration 27Q: 3 clusters Score -3737360 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3737434.500000 Penalty: 5164.675293
	Iteration 28Q: 3 clusters Score -3737434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3737528.250000 Penalty: 5164.675293
	Iteration 29Q: 3 clusters Score -3737528 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3737632.750000 Penalty: 5164.675293
	Iteration 30Q: 3 clusters Score -3737633 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3737734.250000 Penalty: 5164.675293
	Iteration 31Q: 3 clusters Score -3737734 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3737871.000000 Penalty: 5164.675293
	Iteration 32Q: 3 clusters Score -3737871 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3738050.000000 Penalty: 5164.675293
	Iteration 33Q: 3 clusters Score -3738050 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3738240.500000 Penalty: 5164.675293
	Iteration 34Q: 3 clusters Score -3738240 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3738443.000000 Penalty: 5164.675293
	Iteration 35Q: 3 clusters Score -3738443 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3738715.000000 Penalty: 5164.675293
	Iteration 36Q: 3 clusters Score -3738715 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3739025.250000 Penalty: 5164.675293
	Iteration 37Q: 3 clusters Score -3739025 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3739401.500000 Penalty: 5164.675293
	Iteration 38Q: 3 clusters Score -3739402 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3739768.750000 Penalty: 5164.675293
	Iteration 39Q: 3 clusters Score -3739769 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3740336.000000 Penalty: 5164.675293
	Iteration 40F: 3 clusters Score -3740336 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3741452.750000 Penalty: 5164.675293
	Iteration 41Q: 3 clusters Score -3741453 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3741809.750000 Penalty: 5164.675293
	Iteration 42Q: 3 clusters Score -3741810 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3741998.750000 Penalty: 5164.675293
	Iteration 43Q: 3 clusters Score -3741999 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3742117.250000 Penalty: 5164.675293
	Iteration 44Q: 3 clusters Score -3742117 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3742196.750000 Penalty: 5164.675293
	Iteration 45Q: 3 clusters Score -3742197 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3742246.250000 Penalty: 5164.675293
	Iteration 46Q: 3 clusters Score -3742246 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3742300.750000 Penalty: 5164.675293
	Iteration 47Q: 3 clusters Score -3742301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3742333.750000 Penalty: 5164.675293
	Iteration 48Q: 3 clusters Score -3742334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3742383.000000 Penalty: 5164.675293
	Iteration 49Q: 3 clusters Score -3742383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3742418.250000 Penalty: 5164.675293
	Iteration 50Q: 3 clusters Score -3742418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3742453.250000 Penalty: 5164.675293
	Iteration 51Q: 3 clusters Score -3742453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3742469.750000 Penalty: 5164.675293
	Iteration 52Q: 3 clusters Score -3742470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3742488.250000 Penalty: 5164.675293
	Iteration 53Q: 3 clusters Score -3742488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3742511.750000 Penalty: 5164.675293
	Iteration 54Q: 3 clusters Score -3742512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3742527.000000 Penalty: 5164.675293
	Iteration 55Q: 3 clusters Score -3742527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3742535.000000 Penalty: 5164.675293
	Iteration 56Q: 3 clusters Score -3742535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3742544.000000 Penalty: 5164.675293
	Iteration 57Q: 3 clusters Score -3742544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3742550.250000 Penalty: 5164.675293
	Iteration 58Q: 3 clusters Score -3742550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3742557.250000 Penalty: 5164.675293
	Iteration 59Q: 3 clusters Score -3742557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3742559.250000 Penalty: 5164.675293
	Iteration 60F: 3 clusters Score -3742559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3742565.750000 Penalty: 5164.675293
	Iteration 61Q: 3 clusters Score -3742566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3742557.250000 Penalty: 5164.675293
	Iteration 62Q: 3 clusters Score -3742557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3742559.500000 Penalty: 5164.675293
	Iteration 63Q: 3 clusters Score -3742560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3742560.500000 Penalty: 5164.675293
	Iteration 64Q: 3 clusters Score -3742560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3742558.250000 Penalty: 5164.675293
	Iteration 65Q: 3 clusters Score -3742558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3742559.000000 Penalty: 5164.675293
	Iteration 66Q: 3 clusters Score -3742559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3742556.000000 Penalty: 5164.675293
	Iteration 67Q: 3 clusters Score -3742556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3742565.750000 Penalty: 5164.675293
	Iteration 68Q: 3 clusters Score -3742566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3742568.000000 Penalty: 5164.675293
	Iteration 69Q: 3 clusters Score -3742568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3742562.750000 Penalty: 5164.675293
	Iteration 70Q: 3 clusters Score -3742563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3742564.000000 Penalty: 5164.675293
	Iteration 71Q: 3 clusters Score -3742564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3742569.750000 Penalty: 5164.675293
	Iteration 72Q: 3 clusters Score -3742570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3742570.250000 Penalty: 5164.675293
	Iteration 73Q: 3 clusters Score -3742570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3742571.000000 Penalty: 5164.675293
	Iteration 74Q: 3 clusters Score -3742571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3742573.500000 Penalty: 5164.675293
	Iteration 75Q: 3 clusters Score -3742574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3742571.000000 Penalty: 5164.675293
	Iteration 76Q: 3 clusters Score -3742571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3742568.750000 Penalty: 5164.675293
	Iteration 77Q: 3 clusters Score -3742569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3742569.500000 Penalty: 5164.675293
	Iteration 78Q: 3 clusters Score -3742570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3742574.500000 Penalty: 5164.675293
	Iteration 79Q: 3 clusters Score -3742574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3742580.000000 Penalty: 5164.675293
	Iteration 80F: 3 clusters Score -3742580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3742578.500000 Penalty: 5164.675293
	Iteration 81Q: 3 clusters Score -3742578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3742577.000000 Penalty: 5164.675293
	Iteration 82Q: 3 clusters Score -3742577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3742584.000000 Penalty: 5164.675293
	Iteration 83Q: 3 clusters Score -3742584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3742583.750000 Penalty: 5164.675293
	Iteration 84Q: 3 clusters Score -3742584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3742585.750000 Penalty: 5164.675293
	Iteration 85Q: 3 clusters Score -3742586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3742585.000000 Penalty: 5164.675293
	Iteration 86Q: 3 clusters Score -3742585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3742589.750000 Penalty: 5164.675293
	Iteration 87Q: 3 clusters Score -3742590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3742595.000000 Penalty: 5164.675293
	Iteration 88Q: 3 clusters Score -3742595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3742598.000000 Penalty: 5164.675293
	Iteration 89Q: 3 clusters Score -3742598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3742598.000000 Penalty: 5164.675293
	Iteration 90F: 3 clusters Score -3742598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -930009.500000 Penalty: 2232.761230
	Iteration 0F: 2 clusters Score -930009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -923537.250000 Penalty: 4465.522461
	Iteration 0F: 3 clusters Score -923537.2 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -925351.062500 Penalty: 4465.522461
	Iteration 1F: 3 clusters Score -925351.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -925672.750000 Penalty: 4465.522461
	Iteration 2F: 3 clusters Score -925672.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -925937.250000 Penalty: 4465.522461
	Iteration 3F: 3 clusters Score -925937.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -926174.750000 Penalty: 4465.522461
	Iteration 4F: 3 clusters Score -926174.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -926388.500000 Penalty: 4465.522461
	Iteration 5Q: 3 clusters Score -926388.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -926591.500000 Penalty: 4465.522461
	Iteration 6Q: 3 clusters Score -926591.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -926762.375000 Penalty: 4465.522461
	Iteration 7Q: 3 clusters Score -926762.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -926941.000000 Penalty: 4465.522461
	Iteration 8Q: 3 clusters Score -926941 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -927125.250000 Penalty: 4465.522461
	Iteration 9Q: 3 clusters Score -927125.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -927305.062500 Penalty: 4465.522461
	Iteration 10Q: 3 clusters Score -927305.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -927478.875000 Penalty: 4465.522461
	Iteration 11Q: 3 clusters Score -927478.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -927634.062500 Penalty: 4465.522461
	Iteration 12Q: 3 clusters Score -927634.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -927734.812500 Penalty: 4465.522461
	Iteration 13Q: 3 clusters Score -927734.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -927804.875000 Penalty: 4465.522461
	Iteration 14Q: 3 clusters Score -927804.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -927856.500000 Penalty: 4465.522461
	Iteration 15Q: 3 clusters Score -927856.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -927908.437500 Penalty: 4465.522461
	Iteration 16Q: 3 clusters Score -927908.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -927937.562500 Penalty: 4465.522461
	Iteration 17Q: 3 clusters Score -927937.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -927971.750000 Penalty: 4465.522461
	Iteration 18Q: 3 clusters Score -927971.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -928006.375000 Penalty: 4465.522461
	Iteration 19Q: 3 clusters Score -928006.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -928032.750000 Penalty: 4465.522461
	Iteration 20F: 3 clusters Score -928032.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -928063.250000 Penalty: 4465.522461
	Iteration 21Q: 3 clusters Score -928063.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -928094.125000 Penalty: 4465.522461
	Iteration 22Q: 3 clusters Score -928094.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -928123.687500 Penalty: 4465.522461
	Iteration 23Q: 3 clusters Score -928123.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -928158.500000 Penalty: 4465.522461
	Iteration 24Q: 3 clusters Score -928158.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -928184.625000 Penalty: 4465.522461
	Iteration 25Q: 3 clusters Score -928184.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -928214.625000 Penalty: 4465.522461
	Iteration 26Q: 3 clusters Score -928214.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -928246.187500 Penalty: 4465.522461
	Iteration 27Q: 3 clusters Score -928246.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -928278.312500 Penalty: 4465.522461
	Iteration 28Q: 3 clusters Score -928278.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -928306.125000 Penalty: 4465.522461
	Iteration 29Q: 3 clusters Score -928306.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -928330.437500 Penalty: 4465.522461
	Iteration 30Q: 3 clusters Score -928330.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -928354.625000 Penalty: 4465.522461
	Iteration 31Q: 3 clusters Score -928354.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -928369.562500 Penalty: 4465.522461
	Iteration 32Q: 3 clusters Score -928369.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -928385.812500 Penalty: 4465.522461
	Iteration 33Q: 3 clusters Score -928385.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -928396.937500 Penalty: 4465.522461
	Iteration 34Q: 3 clusters Score -928396.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -928412.062500 Penalty: 4465.522461
	Iteration 35Q: 3 clusters Score -928412.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -928428.250000 Penalty: 4465.522461
	Iteration 36Q: 3 clusters Score -928428.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -928441.312500 Penalty: 4465.522461
	Iteration 37Q: 3 clusters Score -928441.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -928449.062500 Penalty: 4465.522461
	Iteration 38Q: 3 clusters Score -928449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -928458.500000 Penalty: 4465.522461
	Iteration 39Q: 3 clusters Score -928458.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -928466.437500 Penalty: 4465.522461
	Iteration 40F: 3 clusters Score -928466.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -928473.375000 Penalty: 4465.522461
	Iteration 41Q: 3 clusters Score -928473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -928479.437500 Penalty: 4465.522461
	Iteration 42Q: 3 clusters Score -928479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -928486.750000 Penalty: 4465.522461
	Iteration 43Q: 3 clusters Score -928486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -928488.000000 Penalty: 4465.522461
	Iteration 44Q: 3 clusters Score -928488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -928490.312500 Penalty: 4465.522461
	Iteration 45Q: 3 clusters Score -928490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -928493.812500 Penalty: 4465.522461
	Iteration 46Q: 3 clusters Score -928493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -928493.187500 Penalty: 4465.522461
	Iteration 47Q: 3 clusters Score -928493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -928496.875000 Penalty: 4465.522461
	Iteration 48Q: 3 clusters Score -928496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -928501.000000 Penalty: 4465.522461
	Iteration 49Q: 3 clusters Score -928501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -928500.750000 Penalty: 4465.522461
	Iteration 50Q: 3 clusters Score -928500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -928501.187500 Penalty: 4465.522461
	Iteration 51Q: 3 clusters Score -928501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -928501.875000 Penalty: 4465.522461
	Iteration 52Q: 3 clusters Score -928501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -928501.875000 Penalty: 4465.522461
	Iteration 53F: 3 clusters Score -928501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Entering Unmasked Estep 
Score: -13215011.000000 Penalty: 2887.937744
	Iteration 0F: 2 clusters Score -1.321501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -13138488.000000 Penalty: 5775.875488
	Iteration 0F: 3 clusters Score -1.313849e+07 nChanged 54132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -13169537.000000 Penalty: 5775.875488
	Iteration 1F: 3 clusters Score -1.316954e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -13170520.000000 Penalty: 5775.875488
	Iteration 2Q: 3 clusters Score -1.317052e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -13171848.000000 Penalty: 5775.875488
	Iteration 3Q: 3 clusters Score -1.317185e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -13173714.000000 Penalty: 5775.875488
	Iteration 4Q: 3 clusters Score -1.317371e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -13176776.000000 Penalty: 5775.875488
	Iteration 5Q: 3 clusters Score -1.317678e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -13181842.000000 Penalty: 5775.875488
	Iteration 6F: 3 clusters Score -1.318184e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -13188955.000000 Penalty: 5775.875488
	Iteration 7F: 3 clusters Score -1.318896e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -13196703.000000 Penalty: 5775.875488
	Iteration 8F: 3 clusters Score -1.31967e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -13203168.000000 Penalty: 5775.875488
	Iteration 9F: 3 clusters Score -1.320317e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -13207559.000000 Penalty: 5775.875488
	Iteration 10Q: 3 clusters Score -1.320756e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -13209899.000000 Penalty: 5775.875488
	Iteration 11Q: 3 clusters Score -1.32099e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -13211242.000000 Penalty: 5775.875488
	Iteration 12Q: 3 clusters Score -1.321124e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13211847.000000 Penalty: 5775.875488
	Iteration 13Q: 3 clusters Score -1.321185e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13212169.000000 Penalty: 5775.875488
	Iteration 14Q: 3 clusters Score -1.321217e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112687 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13212326.000000 Penalty: 5775.875488
	Iteration 15Q: 3 clusters Score -1.321233e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13212423.000000 Penalty: 5775.875488
	Iteration 16Q: 3 clusters Score -1.321242e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13212479.000000 Penalty: 5775.875488
	Iteration 17Q: 3 clusters Score -1.321248e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13212525.000000 Penalty: 5775.875488
	Iteration 18Q: 3 clusters Score -1.321252e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13212543.000000 Penalty: 5775.875488
	Iteration 19Q: 3 clusters Score -1.321254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13212594.000000 Penalty: 5775.875488
	Iteration 20F: 3 clusters Score -1.321259e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13212610.000000 Penalty: 5775.875488
	Iteration 21Q: 3 clusters Score -1.321261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112993 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13212631.000000 Penalty: 5775.875488
	Iteration 22Q: 3 clusters Score -1.321263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -13212645.000000 Penalty: 5775.875488
	Iteration 23Q: 3 clusters Score -1.321264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13212664.000000 Penalty: 5775.875488
	Iteration 24Q: 3 clusters Score -1.321266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13212678.000000 Penalty: 5775.875488
	Iteration 25Q: 3 clusters Score -1.321268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13212692.000000 Penalty: 5775.875488
	Iteration 26Q: 3 clusters Score -1.321269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13212701.000000 Penalty: 5775.875488
	Iteration 27Q: 3 clusters Score -1.32127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113046 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13212704.000000 Penalty: 5775.875488
	Iteration 28Q: 3 clusters Score -1.32127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113046 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13212715.000000 Penalty: 5775.875488
	Iteration 29Q: 3 clusters Score -1.321272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13212703.000000 Penalty: 5775.875488
	Iteration 30Q: 3 clusters Score -1.32127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13212722.000000 Penalty: 5775.875488
	Iteration 31Q: 3 clusters Score -1.321272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13212726.000000 Penalty: 5775.875488
	Iteration 32Q: 3 clusters Score -1.321273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13212733.000000 Penalty: 5775.875488
	Iteration 33Q: 3 clusters Score -1.321273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13212741.000000 Penalty: 5775.875488
	Iteration 34Q: 3 clusters Score -1.321274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13212743.000000 Penalty: 5775.875488
	Iteration 35Q: 3 clusters Score -1.321274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13212760.000000 Penalty: 5775.875488
	Iteration 36Q: 3 clusters Score -1.321276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13212745.000000 Penalty: 5775.875488
	Iteration 37Q: 3 clusters Score -1.321274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13212746.000000 Penalty: 5775.875488
	Iteration 38Q: 3 clusters Score -1.321275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13212744.000000 Penalty: 5775.875488
	Iteration 39Q: 3 clusters Score -1.321274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113072 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13212750.000000 Penalty: 5775.875488
	Iteration 40F: 3 clusters Score -1.321275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13212744.000000 Penalty: 5775.875488
	Iteration 41Q: 3 clusters Score -1.321274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -13212754.000000 Penalty: 5775.875488
	Iteration 42Q: 3 clusters Score -1.321275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13212751.000000 Penalty: 5775.875488
	Iteration 43Q: 3 clusters Score -1.321275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13212751.000000 Penalty: 5775.875488
	Iteration 44F: 3 clusters Score -1.321275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -202073.718750 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -202073.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -199579.796875 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -199579.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -200005.468750 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -200005.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -200100.140625 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -200100.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200147.125000 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -200147.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200172.859375 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -200172.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200187.296875 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -200187.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200196.656250 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -200196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -200204.593750 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -200204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -200209.750000 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -200209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -200214.546875 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -200214.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -200221.296875 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -200221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -200224.218750 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -200224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -200228.468750 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -200228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -200233.468750 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -200233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200236.000000 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -200236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -200238.140625 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -200238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -200238.640625 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -200238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -200238.640625 Penalty: 3704.948486
	Iteration 17F: 3 clusters Score -200238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -30426.929688 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -30426.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29140.095703 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -29140.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29249.298828 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -29249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29288.507812 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -29288.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29302.572266 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -29302.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29307.898438 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -29307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29307.898438 Penalty: 2820.739746
	Iteration 5F: 3 clusters Score -29307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -11841.208008 Penalty: 1214.664307
	Iteration 0F: 2 clusters Score -11841.21 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 79 members 
Entering Unmasked Estep 
Score: -10902.550781 Penalty: 2429.328613
	Iteration 0F: 3 clusters Score -10902.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10925.260742 Penalty: 2429.328613
	Iteration 1Q: 3 clusters Score -10925.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10939.887695 Penalty: 2429.328613
	Iteration 2Q: 3 clusters Score -10939.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10939.887695 Penalty: 2429.328613
	Iteration 3F: 3 clusters Score -10939.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Entering Unmasked Estep 
Score: -1998380.125000 Penalty: 2418.689697
	Iteration 0F: 2 clusters Score -1998380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1986075.625000 Penalty: 4837.379395
	Iteration 0F: 3 clusters Score -1986076 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1990149.500000 Penalty: 4837.379395
	Iteration 1F: 3 clusters Score -1990150 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1990755.625000 Penalty: 4837.379395
	Iteration 2F: 3 clusters Score -1990756 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1991387.000000 Penalty: 4837.379395
	Iteration 3F: 3 clusters Score -1991387 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1992053.625000 Penalty: 4837.379395
	Iteration 4F: 3 clusters Score -1992054 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1992690.125000 Penalty: 4837.379395
	Iteration 5F: 3 clusters Score -1992690 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1993290.875000 Penalty: 4837.379395
	Iteration 6F: 3 clusters Score -1993291 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1993834.375000 Penalty: 4837.379395
	Iteration 7F: 3 clusters Score -1993834 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1994351.625000 Penalty: 4837.379395
	Iteration 8Q: 3 clusters Score -1994352 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1994852.250000 Penalty: 4837.379395
	Iteration 9Q: 3 clusters Score -1994852 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1995293.000000 Penalty: 4837.379395
	Iteration 10Q: 3 clusters Score -1995293 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1995687.750000 Penalty: 4837.379395
	Iteration 11Q: 3 clusters Score -1995688 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1996008.250000 Penalty: 4837.379395
	Iteration 12Q: 3 clusters Score -1996008 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1996250.000000 Penalty: 4837.379395
	Iteration 13Q: 3 clusters Score -1996250 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1996455.125000 Penalty: 4837.379395
	Iteration 14Q: 3 clusters Score -1996455 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1996578.250000 Penalty: 4837.379395
	Iteration 15Q: 3 clusters Score -1996578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1996663.000000 Penalty: 4837.379395
	Iteration 16Q: 3 clusters Score -1996663 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1996736.250000 Penalty: 4837.379395
	Iteration 17Q: 3 clusters Score -1996736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1996783.375000 Penalty: 4837.379395
	Iteration 18Q: 3 clusters Score -1996783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1996815.375000 Penalty: 4837.379395
	Iteration 19Q: 3 clusters Score -1996815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1996854.000000 Penalty: 4837.379395
	Iteration 20F: 3 clusters Score -1996854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1996875.500000 Penalty: 4837.379395
	Iteration 21Q: 3 clusters Score -1996876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1996893.875000 Penalty: 4837.379395
	Iteration 22Q: 3 clusters Score -1996894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1996908.750000 Penalty: 4837.379395
	Iteration 23Q: 3 clusters Score -1996909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1996926.625000 Penalty: 4837.379395
	Iteration 24Q: 3 clusters Score -1996927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1996935.750000 Penalty: 4837.379395
	Iteration 25Q: 3 clusters Score -1996936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1996944.125000 Penalty: 4837.379395
	Iteration 26Q: 3 clusters Score -1996944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1996948.250000 Penalty: 4837.379395
	Iteration 27Q: 3 clusters Score -1996948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1996953.625000 Penalty: 4837.379395
	Iteration 28Q: 3 clusters Score -1996954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1996964.000000 Penalty: 4837.379395
	Iteration 29Q: 3 clusters Score -1996964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1996970.250000 Penalty: 4837.379395
	Iteration 30Q: 3 clusters Score -1996970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1996974.750000 Penalty: 4837.379395
	Iteration 31Q: 3 clusters Score -1996975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1996991.750000 Penalty: 4837.379395
	Iteration 32Q: 3 clusters Score -1996992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1996988.875000 Penalty: 4837.379395
	Iteration 33Q: 3 clusters Score -1996989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1996999.500000 Penalty: 4837.379395
	Iteration 34Q: 3 clusters Score -1997000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1996999.000000 Penalty: 4837.379395
	Iteration 35Q: 3 clusters Score -1996999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1997001.625000 Penalty: 4837.379395
	Iteration 36Q: 3 clusters Score -1997002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1997002.750000 Penalty: 4837.379395
	Iteration 37Q: 3 clusters Score -1997003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1997007.625000 Penalty: 4837.379395
	Iteration 38Q: 3 clusters Score -1997008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1997014.000000 Penalty: 4837.379395
	Iteration 39Q: 3 clusters Score -1997014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1997011.875000 Penalty: 4837.379395
	Iteration 40F: 3 clusters Score -1997012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1997014.500000 Penalty: 4837.379395
	Iteration 41Q: 3 clusters Score -1997014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1997014.875000 Penalty: 4837.379395
	Iteration 42Q: 3 clusters Score -1997015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1997017.500000 Penalty: 4837.379395
	Iteration 43Q: 3 clusters Score -1997018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1997019.125000 Penalty: 4837.379395
	Iteration 44Q: 3 clusters Score -1997019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1997018.375000 Penalty: 4837.379395
	Iteration 45Q: 3 clusters Score -1997018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1997018.375000 Penalty: 4837.379395
	Iteration 46F: 3 clusters Score -1997018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Entering Unmasked Estep 
Score: -2515014.000000 Penalty: 2473.110596
	Iteration 0F: 2 clusters Score -2515014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2500032.000000 Penalty: 4946.221191
	Iteration 0F: 3 clusters Score -2500032 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2505123.500000 Penalty: 4946.221191
	Iteration 1F: 3 clusters Score -2505124 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2505543.500000 Penalty: 4946.221191
	Iteration 2F: 3 clusters Score -2505544 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2505987.250000 Penalty: 4946.221191
	Iteration 3Q: 3 clusters Score -2505987 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2506483.500000 Penalty: 4946.221191
	Iteration 4Q: 3 clusters Score -2506484 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2507154.500000 Penalty: 4946.221191
	Iteration 5F: 3 clusters Score -2507154 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2508119.250000 Penalty: 4946.221191
	Iteration 6F: 3 clusters Score -2508119 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2509311.750000 Penalty: 4946.221191
	Iteration 7F: 3 clusters Score -2509312 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2510563.750000 Penalty: 4946.221191
	Iteration 8F: 3 clusters Score -2510564 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2511600.750000 Penalty: 4946.221191
	Iteration 9F: 3 clusters Score -2511601 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2512199.250000 Penalty: 4946.221191
	Iteration 10Q: 3 clusters Score -2512199 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2512544.000000 Penalty: 4946.221191
	Iteration 11Q: 3 clusters Score -2512544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2512689.500000 Penalty: 4946.221191
	Iteration 12Q: 3 clusters Score -2512690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2512743.500000 Penalty: 4946.221191
	Iteration 13Q: 3 clusters Score -2512744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2512771.000000 Penalty: 4946.221191
	Iteration 14Q: 3 clusters Score -2512771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2512783.500000 Penalty: 4946.221191
	Iteration 15Q: 3 clusters Score -2512784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2512799.500000 Penalty: 4946.221191
	Iteration 16Q: 3 clusters Score -2512800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2512809.000000 Penalty: 4946.221191
	Iteration 17Q: 3 clusters Score -2512809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2512817.000000 Penalty: 4946.221191
	Iteration 18Q: 3 clusters Score -2512817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2512822.750000 Penalty: 4946.221191
	Iteration 19Q: 3 clusters Score -2512823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2512825.000000 Penalty: 4946.221191
	Iteration 20F: 3 clusters Score -2512825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2512832.250000 Penalty: 4946.221191
	Iteration 21Q: 3 clusters Score -2512832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2512839.250000 Penalty: 4946.221191
	Iteration 22Q: 3 clusters Score -2512839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2512846.000000 Penalty: 4946.221191
	Iteration 23Q: 3 clusters Score -2512846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2512851.500000 Penalty: 4946.221191
	Iteration 24Q: 3 clusters Score -2512852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2512855.250000 Penalty: 4946.221191
	Iteration 25Q: 3 clusters Score -2512855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2512860.000000 Penalty: 4946.221191
	Iteration 26Q: 3 clusters Score -2512860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2512862.750000 Penalty: 4946.221191
	Iteration 27Q: 3 clusters Score -2512863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2512863.500000 Penalty: 4946.221191
	Iteration 28Q: 3 clusters Score -2512864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2512864.000000 Penalty: 4946.221191
	Iteration 29Q: 3 clusters Score -2512864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2512864.000000 Penalty: 4946.221191
	Iteration 30F: 3 clusters Score -2512864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Entering Unmasked Estep 
Score: -4095130.750000 Penalty: 2594.317627
	Iteration 0F: 2 clusters Score -4095131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4071264.000000 Penalty: 5188.635254
	Iteration 0F: 3 clusters Score -4071264 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4079884.750000 Penalty: 5188.635254
	Iteration 1F: 3 clusters Score -4079885 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4080362.000000 Penalty: 5188.635254
	Iteration 2Q: 3 clusters Score -4080362 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4080794.000000 Penalty: 5188.635254
	Iteration 3Q: 3 clusters Score -4080794 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4081287.750000 Penalty: 5188.635254
	Iteration 4Q: 3 clusters Score -4081288 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4081801.250000 Penalty: 5188.635254
	Iteration 5Q: 3 clusters Score -4081801 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4082369.250000 Penalty: 5188.635254
	Iteration 6Q: 3 clusters Score -4082369 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4083076.750000 Penalty: 5188.635254
	Iteration 7Q: 3 clusters Score -4083077 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4083907.250000 Penalty: 5188.635254
	Iteration 8Q: 3 clusters Score -4083907 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4084812.750000 Penalty: 5188.635254
	Iteration 9Q: 3 clusters Score -4084813 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4085783.750000 Penalty: 5188.635254
	Iteration 10Q: 3 clusters Score -4085784 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4086767.750000 Penalty: 5188.635254
	Iteration 11Q: 3 clusters Score -4086768 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4087632.250000 Penalty: 5188.635254
	Iteration 12Q: 3 clusters Score -4087632 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4088230.500000 Penalty: 5188.635254
	Iteration 13Q: 3 clusters Score -4088230 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4088574.000000 Penalty: 5188.635254
	Iteration 14Q: 3 clusters Score -4088574 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4088749.750000 Penalty: 5188.635254
	Iteration 15Q: 3 clusters Score -4088750 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4088863.500000 Penalty: 5188.635254
	Iteration 16Q: 3 clusters Score -4088864 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4088913.000000 Penalty: 5188.635254
	Iteration 17Q: 3 clusters Score -4088913 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4088963.500000 Penalty: 5188.635254
	Iteration 18Q: 3 clusters Score -4088964 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4089005.250000 Penalty: 5188.635254
	Iteration 19Q: 3 clusters Score -4089005 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -4089052.000000 Penalty: 5188.635254
	Iteration 20F: 3 clusters Score -4089052 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4089095.000000 Penalty: 5188.635254
	Iteration 21Q: 3 clusters Score -4089095 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4089143.000000 Penalty: 5188.635254
	Iteration 22Q: 3 clusters Score -4089143 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4089176.750000 Penalty: 5188.635254
	Iteration 23Q: 3 clusters Score -4089177 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4089198.750000 Penalty: 5188.635254
	Iteration 24Q: 3 clusters Score -4089199 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4089229.250000 Penalty: 5188.635254
	Iteration 25Q: 3 clusters Score -4089229 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4089263.000000 Penalty: 5188.635254
	Iteration 26Q: 3 clusters Score -4089263 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4089279.000000 Penalty: 5188.635254
	Iteration 27Q: 3 clusters Score -4089279 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4089294.750000 Penalty: 5188.635254
	Iteration 28Q: 3 clusters Score -4089295 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4089316.000000 Penalty: 5188.635254
	Iteration 29Q: 3 clusters Score -4089316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4089349.250000 Penalty: 5188.635254
	Iteration 30Q: 3 clusters Score -4089349 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4089403.250000 Penalty: 5188.635254
	Iteration 31Q: 3 clusters Score -4089403 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4089436.500000 Penalty: 5188.635254
	Iteration 32Q: 3 clusters Score -4089436 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4089481.750000 Penalty: 5188.635254
	Iteration 33Q: 3 clusters Score -4089482 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4089517.500000 Penalty: 5188.635254
	Iteration 34Q: 3 clusters Score -4089518 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4089565.500000 Penalty: 5188.635254
	Iteration 35Q: 3 clusters Score -4089566 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4089613.750000 Penalty: 5188.635254
	Iteration 36Q: 3 clusters Score -4089614 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4089669.250000 Penalty: 5188.635254
	Iteration 37Q: 3 clusters Score -4089669 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4089733.250000 Penalty: 5188.635254
	Iteration 38Q: 3 clusters Score -4089733 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -4089798.000000 Penalty: 5188.635254
	Iteration 39Q: 3 clusters Score -4089798 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -4089867.250000 Penalty: 5188.635254
	Iteration 40F: 3 clusters Score -4089867 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4089916.750000 Penalty: 5188.635254
	Iteration 41Q: 3 clusters Score -4089917 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4089968.750000 Penalty: 5188.635254
	Iteration 42Q: 3 clusters Score -4089969 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4090028.250000 Penalty: 5188.635254
	Iteration 43Q: 3 clusters Score -4090028 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4090075.000000 Penalty: 5188.635254
	Iteration 44Q: 3 clusters Score -4090075 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4090135.000000 Penalty: 5188.635254
	Iteration 45Q: 3 clusters Score -4090135 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4090191.750000 Penalty: 5188.635254
	Iteration 46Q: 3 clusters Score -4090192 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4090283.250000 Penalty: 5188.635254
	Iteration 47Q: 3 clusters Score -4090283 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4090366.500000 Penalty: 5188.635254
	Iteration 48Q: 3 clusters Score -4090366 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4090439.500000 Penalty: 5188.635254
	Iteration 49Q: 3 clusters Score -4090440 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4090534.250000 Penalty: 5188.635254
	Iteration 50Q: 3 clusters Score -4090534 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4090640.000000 Penalty: 5188.635254
	Iteration 51Q: 3 clusters Score -4090640 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4090780.000000 Penalty: 5188.635254
	Iteration 52Q: 3 clusters Score -4090780 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4090951.500000 Penalty: 5188.635254
	Iteration 53Q: 3 clusters Score -4090952 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4091096.500000 Penalty: 5188.635254
	Iteration 54Q: 3 clusters Score -4091096 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4091280.750000 Penalty: 5188.635254
	Iteration 55Q: 3 clusters Score -4091281 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4091466.000000 Penalty: 5188.635254
	Iteration 56Q: 3 clusters Score -4091466 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4091639.500000 Penalty: 5188.635254
	Iteration 57Q: 3 clusters Score -4091640 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4091813.500000 Penalty: 5188.635254
	Iteration 58Q: 3 clusters Score -4091814 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4091957.750000 Penalty: 5188.635254
	Iteration 59Q: 3 clusters Score -4091958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4092109.750000 Penalty: 5188.635254
	Iteration 60F: 3 clusters Score -4092110 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4092261.750000 Penalty: 5188.635254
	Iteration 61Q: 3 clusters Score -4092262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4092379.000000 Penalty: 5188.635254
	Iteration 62Q: 3 clusters Score -4092379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4092459.000000 Penalty: 5188.635254
	Iteration 63Q: 3 clusters Score -4092459 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4092538.000000 Penalty: 5188.635254
	Iteration 64Q: 3 clusters Score -4092538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4092619.250000 Penalty: 5188.635254
	Iteration 65Q: 3 clusters Score -4092619 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4092674.750000 Penalty: 5188.635254
	Iteration 66Q: 3 clusters Score -4092675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4092719.500000 Penalty: 5188.635254
	Iteration 67Q: 3 clusters Score -4092720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4092764.750000 Penalty: 5188.635254
	Iteration 68Q: 3 clusters Score -4092765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4092801.250000 Penalty: 5188.635254
	Iteration 69Q: 3 clusters Score -4092801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4092831.500000 Penalty: 5188.635254
	Iteration 70Q: 3 clusters Score -4092832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4092848.250000 Penalty: 5188.635254
	Iteration 71Q: 3 clusters Score -4092848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4092868.250000 Penalty: 5188.635254
	Iteration 72Q: 3 clusters Score -4092868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4092881.750000 Penalty: 5188.635254
	Iteration 73Q: 3 clusters Score -4092882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4092887.250000 Penalty: 5188.635254
	Iteration 74Q: 3 clusters Score -4092887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4092897.250000 Penalty: 5188.635254
	Iteration 75Q: 3 clusters Score -4092897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4092907.500000 Penalty: 5188.635254
	Iteration 76Q: 3 clusters Score -4092908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4092906.750000 Penalty: 5188.635254
	Iteration 77Q: 3 clusters Score -4092907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4092907.750000 Penalty: 5188.635254
	Iteration 78Q: 3 clusters Score -4092908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4092907.000000 Penalty: 5188.635254
	Iteration 79Q: 3 clusters Score -4092907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4092909.500000 Penalty: 5188.635254
	Iteration 80F: 3 clusters Score -4092910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4092911.000000 Penalty: 5188.635254
	Iteration 81Q: 3 clusters Score -4092911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4092913.500000 Penalty: 5188.635254
	Iteration 82Q: 3 clusters Score -4092914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4092911.250000 Penalty: 5188.635254
	Iteration 83Q: 3 clusters Score -4092911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4092909.250000 Penalty: 5188.635254
	Iteration 84Q: 3 clusters Score -4092909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4092908.500000 Penalty: 5188.635254
	Iteration 85Q: 3 clusters Score -4092908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4092908.000000 Penalty: 5188.635254
	Iteration 86Q: 3 clusters Score -4092908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4092911.000000 Penalty: 5188.635254
	Iteration 87Q: 3 clusters Score -4092911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4092911.000000 Penalty: 5188.635254
	Iteration 88Q: 3 clusters Score -4092911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4092912.500000 Penalty: 5188.635254
	Iteration 89Q: 3 clusters Score -4092912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4092912.500000 Penalty: 5188.635254
	Iteration 90Q: 3 clusters Score -4092912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4092914.500000 Penalty: 5188.635254
	Iteration 91Q: 3 clusters Score -4092914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4092914.500000 Penalty: 5188.635254
	Iteration 92F: 3 clusters Score -4092914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Entering Unmasked Estep 
Score: -2454787.250000 Penalty: 2490.531494
	Iteration 0F: 2 clusters Score -2454787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2438722.500000 Penalty: 4981.062988
	Iteration 0F: 3 clusters Score -2438722 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2444382.750000 Penalty: 4981.062988
	Iteration 1F: 3 clusters Score -2444383 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2444927.500000 Penalty: 4981.062988
	Iteration 2F: 3 clusters Score -2444928 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2445427.500000 Penalty: 4981.062988
	Iteration 3Q: 3 clusters Score -2445428 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2445949.500000 Penalty: 4981.062988
	Iteration 4Q: 3 clusters Score -2445950 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2446500.000000 Penalty: 4981.062988
	Iteration 5Q: 3 clusters Score -2446500 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2447135.500000 Penalty: 4981.062988
	Iteration 6Q: 3 clusters Score -2447136 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2447799.500000 Penalty: 4981.062988
	Iteration 7F: 3 clusters Score -2447800 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2448404.500000 Penalty: 4981.062988
	Iteration 8Q: 3 clusters Score -2448404 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2448918.750000 Penalty: 4981.062988
	Iteration 9Q: 3 clusters Score -2448919 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2449374.250000 Penalty: 4981.062988
	Iteration 10Q: 3 clusters Score -2449374 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2449828.500000 Penalty: 4981.062988
	Iteration 11Q: 3 clusters Score -2449828 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2450237.750000 Penalty: 4981.062988
	Iteration 12Q: 3 clusters Score -2450238 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2450589.250000 Penalty: 4981.062988
	Iteration 13Q: 3 clusters Score -2450589 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2450890.750000 Penalty: 4981.062988
	Iteration 14Q: 3 clusters Score -2450891 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2451125.250000 Penalty: 4981.062988
	Iteration 15Q: 3 clusters Score -2451125 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2451312.000000 Penalty: 4981.062988
	Iteration 16Q: 3 clusters Score -2451312 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2451447.750000 Penalty: 4981.062988
	Iteration 17Q: 3 clusters Score -2451448 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2451547.000000 Penalty: 4981.062988
	Iteration 18Q: 3 clusters Score -2451547 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2451639.000000 Penalty: 4981.062988
	Iteration 19Q: 3 clusters Score -2451639 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2451698.500000 Penalty: 4981.062988
	Iteration 20F: 3 clusters Score -2451698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2451751.250000 Penalty: 4981.062988
	Iteration 21Q: 3 clusters Score -2451751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2451780.000000 Penalty: 4981.062988
	Iteration 22Q: 3 clusters Score -2451780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2451819.250000 Penalty: 4981.062988
	Iteration 23Q: 3 clusters Score -2451819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2451841.750000 Penalty: 4981.062988
	Iteration 24Q: 3 clusters Score -2451842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2451881.750000 Penalty: 4981.062988
	Iteration 25Q: 3 clusters Score -2451882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2451904.750000 Penalty: 4981.062988
	Iteration 26Q: 3 clusters Score -2451905 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2451913.500000 Penalty: 4981.062988
	Iteration 27Q: 3 clusters Score -2451914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2451928.750000 Penalty: 4981.062988
	Iteration 28Q: 3 clusters Score -2451929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2451946.250000 Penalty: 4981.062988
	Iteration 29Q: 3 clusters Score -2451946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2451958.000000 Penalty: 4981.062988
	Iteration 30Q: 3 clusters Score -2451958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2451956.500000 Penalty: 4981.062988
	Iteration 31Q: 3 clusters Score -2451956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2451963.250000 Penalty: 4981.062988
	Iteration 32Q: 3 clusters Score -2451963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2451971.500000 Penalty: 4981.062988
	Iteration 33Q: 3 clusters Score -2451972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2451968.500000 Penalty: 4981.062988
	Iteration 34Q: 3 clusters Score -2451968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2451971.750000 Penalty: 4981.062988
	Iteration 35Q: 3 clusters Score -2451972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2451979.000000 Penalty: 4981.062988
	Iteration 36Q: 3 clusters Score -2451979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2451969.750000 Penalty: 4981.062988
	Iteration 37Q: 3 clusters Score -2451970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2451981.250000 Penalty: 4981.062988
	Iteration 38Q: 3 clusters Score -2451981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2451990.000000 Penalty: 4981.062988
	Iteration 39Q: 3 clusters Score -2451990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2451996.250000 Penalty: 4981.062988
	Iteration 40F: 3 clusters Score -2451996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2451995.500000 Penalty: 4981.062988
	Iteration 41Q: 3 clusters Score -2451996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2451997.500000 Penalty: 4981.062988
	Iteration 42Q: 3 clusters Score -2451998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2451998.750000 Penalty: 4981.062988
	Iteration 43Q: 3 clusters Score -2451999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2452007.500000 Penalty: 4981.062988
	Iteration 44Q: 3 clusters Score -2452008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2452009.000000 Penalty: 4981.062988
	Iteration 45Q: 3 clusters Score -2452009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2452010.750000 Penalty: 4981.062988
	Iteration 46Q: 3 clusters Score -2452011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2452011.250000 Penalty: 4981.062988
	Iteration 47Q: 3 clusters Score -2452011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2452017.000000 Penalty: 4981.062988
	Iteration 48Q: 3 clusters Score -2452017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2452019.250000 Penalty: 4981.062988
	Iteration 49Q: 3 clusters Score -2452019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2452028.750000 Penalty: 4981.062988
	Iteration 50Q: 3 clusters Score -2452029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2452031.250000 Penalty: 4981.062988
	Iteration 51Q: 3 clusters Score -2452031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2452032.500000 Penalty: 4981.062988
	Iteration 52Q: 3 clusters Score -2452032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2452032.750000 Penalty: 4981.062988
	Iteration 53Q: 3 clusters Score -2452033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2452034.750000 Penalty: 4981.062988
	Iteration 54Q: 3 clusters Score -2452035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2452036.750000 Penalty: 4981.062988
	Iteration 55Q: 3 clusters Score -2452037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2452045.000000 Penalty: 4981.062988
	Iteration 56Q: 3 clusters Score -2452045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2452037.250000 Penalty: 4981.062988
	Iteration 57Q: 3 clusters Score -2452037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2452039.000000 Penalty: 4981.062988
	Iteration 58Q: 3 clusters Score -2452039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2452039.500000 Penalty: 4981.062988
	Iteration 59Q: 3 clusters Score -2452040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2452048.750000 Penalty: 4981.062988
	Iteration 60F: 3 clusters Score -2452049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2452053.000000 Penalty: 4981.062988
	Iteration 61Q: 3 clusters Score -2452053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2452054.500000 Penalty: 4981.062988
	Iteration 62Q: 3 clusters Score -2452054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2452054.500000 Penalty: 4981.062988
	Iteration 63Q: 3 clusters Score -2452054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2452059.750000 Penalty: 4981.062988
	Iteration 64Q: 3 clusters Score -2452060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2452064.000000 Penalty: 4981.062988
	Iteration 65Q: 3 clusters Score -2452064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2452062.250000 Penalty: 4981.062988
	Iteration 66Q: 3 clusters Score -2452062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2452065.250000 Penalty: 4981.062988
	Iteration 67Q: 3 clusters Score -2452065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2452065.500000 Penalty: 4981.062988
	Iteration 68Q: 3 clusters Score -2452066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2452069.500000 Penalty: 4981.062988
	Iteration 69Q: 3 clusters Score -2452070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2452075.250000 Penalty: 4981.062988
	Iteration 70Q: 3 clusters Score -2452075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2452079.250000 Penalty: 4981.062988
	Iteration 71Q: 3 clusters Score -2452079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2452084.000000 Penalty: 4981.062988
	Iteration 72Q: 3 clusters Score -2452084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2452083.250000 Penalty: 4981.062988
	Iteration 73Q: 3 clusters Score -2452083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2452087.750000 Penalty: 4981.062988
	Iteration 74Q: 3 clusters Score -2452088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2452088.250000 Penalty: 4981.062988
	Iteration 75Q: 3 clusters Score -2452088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2452092.750000 Penalty: 4981.062988
	Iteration 76Q: 3 clusters Score -2452093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2452095.250000 Penalty: 4981.062988
	Iteration 77Q: 3 clusters Score -2452095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2452095.000000 Penalty: 4981.062988
	Iteration 78Q: 3 clusters Score -2452095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2452106.250000 Penalty: 4981.062988
	Iteration 79Q: 3 clusters Score -2452106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2452113.500000 Penalty: 4981.062988
	Iteration 80F: 3 clusters Score -2452114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2452113.250000 Penalty: 4981.062988
	Iteration 81Q: 3 clusters Score -2452113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2452124.500000 Penalty: 4981.062988
	Iteration 82Q: 3 clusters Score -2452124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2452130.500000 Penalty: 4981.062988
	Iteration 83Q: 3 clusters Score -2452130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2452135.500000 Penalty: 4981.062988
	Iteration 84Q: 3 clusters Score -2452136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2452148.000000 Penalty: 4981.062988
	Iteration 85Q: 3 clusters Score -2452148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2452161.500000 Penalty: 4981.062988
	Iteration 86Q: 3 clusters Score -2452162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2452180.750000 Penalty: 4981.062988
	Iteration 87Q: 3 clusters Score -2452181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2452199.000000 Penalty: 4981.062988
	Iteration 88Q: 3 clusters Score -2452199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2452211.000000 Penalty: 4981.062988
	Iteration 89Q: 3 clusters Score -2452211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2452222.250000 Penalty: 4981.062988
	Iteration 90Q: 3 clusters Score -2452222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2452230.750000 Penalty: 4981.062988
	Iteration 91Q: 3 clusters Score -2452231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2452240.750000 Penalty: 4981.062988
	Iteration 92Q: 3 clusters Score -2452241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2452260.250000 Penalty: 4981.062988
	Iteration 93Q: 3 clusters Score -2452260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2452280.500000 Penalty: 4981.062988
	Iteration 94Q: 3 clusters Score -2452280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2452312.500000 Penalty: 4981.062988
	Iteration 95Q: 3 clusters Score -2452312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2452330.750000 Penalty: 4981.062988
	Iteration 96Q: 3 clusters Score -2452331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2452341.000000 Penalty: 4981.062988
	Iteration 97Q: 3 clusters Score -2452341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2452351.750000 Penalty: 4981.062988
	Iteration 98Q: 3 clusters Score -2452352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2452365.250000 Penalty: 4981.062988
	Iteration 99Q: 3 clusters Score -2452365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2452377.000000 Penalty: 4981.062988
	Iteration 100F: 3 clusters Score -2452377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2452391.750000 Penalty: 4981.062988
	Iteration 101Q: 3 clusters Score -2452392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2452396.750000 Penalty: 4981.062988
	Iteration 102Q: 3 clusters Score -2452397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2452401.750000 Penalty: 4981.062988
	Iteration 103Q: 3 clusters Score -2452402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2452414.750000 Penalty: 4981.062988
	Iteration 104Q: 3 clusters Score -2452415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2452422.250000 Penalty: 4981.062988
	Iteration 105Q: 3 clusters Score -2452422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2452431.750000 Penalty: 4981.062988
	Iteration 106Q: 3 clusters Score -2452432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2452449.750000 Penalty: 4981.062988
	Iteration 107Q: 3 clusters Score -2452450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2452467.250000 Penalty: 4981.062988
	Iteration 108Q: 3 clusters Score -2452467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2452482.750000 Penalty: 4981.062988
	Iteration 109Q: 3 clusters Score -2452483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2452500.000000 Penalty: 4981.062988
	Iteration 110Q: 3 clusters Score -2452500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2452523.750000 Penalty: 4981.062988
	Iteration 111Q: 3 clusters Score -2452524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2452537.750000 Penalty: 4981.062988
	Iteration 112Q: 3 clusters Score -2452538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2452563.000000 Penalty: 4981.062988
	Iteration 113Q: 3 clusters Score -2452563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2452581.000000 Penalty: 4981.062988
	Iteration 114Q: 3 clusters Score -2452581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2452591.250000 Penalty: 4981.062988
	Iteration 115Q: 3 clusters Score -2452591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2452614.250000 Penalty: 4981.062988
	Iteration 116Q: 3 clusters Score -2452614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2452628.000000 Penalty: 4981.062988
	Iteration 117Q: 3 clusters Score -2452628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2452651.000000 Penalty: 4981.062988
	Iteration 118Q: 3 clusters Score -2452651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2452660.000000 Penalty: 4981.062988
	Iteration 119Q: 3 clusters Score -2452660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2452663.250000 Penalty: 4981.062988
	Iteration 120F: 3 clusters Score -2452663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2452670.250000 Penalty: 4981.062988
	Iteration 121Q: 3 clusters Score -2452670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2452680.750000 Penalty: 4981.062988
	Iteration 122Q: 3 clusters Score -2452681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2452687.500000 Penalty: 4981.062988
	Iteration 123Q: 3 clusters Score -2452688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2452689.250000 Penalty: 4981.062988
	Iteration 124Q: 3 clusters Score -2452689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2452694.750000 Penalty: 4981.062988
	Iteration 125Q: 3 clusters Score -2452695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2452694.750000 Penalty: 4981.062988
	Iteration 126Q: 3 clusters Score -2452695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2452703.500000 Penalty: 4981.062988
	Iteration 127Q: 3 clusters Score -2452704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2452716.750000 Penalty: 4981.062988
	Iteration 128Q: 3 clusters Score -2452717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2452726.250000 Penalty: 4981.062988
	Iteration 129Q: 3 clusters Score -2452726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2452735.750000 Penalty: 4981.062988
	Iteration 130Q: 3 clusters Score -2452736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2452737.250000 Penalty: 4981.062988
	Iteration 131Q: 3 clusters Score -2452737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2452737.250000 Penalty: 4981.062988
	Iteration 132Q: 3 clusters Score -2452737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2452742.500000 Penalty: 4981.062988
	Iteration 133Q: 3 clusters Score -2452742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2452737.000000 Penalty: 4981.062988
	Iteration 134Q: 3 clusters Score -2452737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2452739.500000 Penalty: 4981.062988
	Iteration 135Q: 3 clusters Score -2452740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2452739.000000 Penalty: 4981.062988
	Iteration 136Q: 3 clusters Score -2452739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2452740.250000 Penalty: 4981.062988
	Iteration 137Q: 3 clusters Score -2452740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2452742.000000 Penalty: 4981.062988
	Iteration 138Q: 3 clusters Score -2452742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2452741.250000 Penalty: 4981.062988
	Iteration 139Q: 3 clusters Score -2452741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2452741.250000 Penalty: 4981.062988
	Iteration 140F: 3 clusters Score -2452741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Entering Unmasked Estep 
Score: -4914290.500000 Penalty: 2640.855225
	Iteration 0F: 2 clusters Score -4914290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4885690.000000 Penalty: 5281.710449
	Iteration 0F: 3 clusters Score -4885690 nChanged 19388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4896303.000000 Penalty: 5281.710449
	Iteration 1F: 3 clusters Score -4896303 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -4896896.500000 Penalty: 5281.710449
	Iteration 2Q: 3 clusters Score -4896896 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4897676.000000 Penalty: 5281.710449
	Iteration 3Q: 3 clusters Score -4897676 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4898591.500000 Penalty: 5281.710449
	Iteration 4Q: 3 clusters Score -4898592 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4899662.000000 Penalty: 5281.710449
	Iteration 5F: 3 clusters Score -4899662 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4900966.000000 Penalty: 5281.710449
	Iteration 6F: 3 clusters Score -4900966 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4902582.500000 Penalty: 5281.710449
	Iteration 7F: 3 clusters Score -4902582 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4904479.500000 Penalty: 5281.710449
	Iteration 8F: 3 clusters Score -4904480 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -4906279.000000 Penalty: 5281.710449
	Iteration 9F: 3 clusters Score -4906279 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4907323.500000 Penalty: 5281.710449
	Iteration 10Q: 3 clusters Score -4907324 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4907761.000000 Penalty: 5281.710449
	Iteration 11Q: 3 clusters Score -4907761 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4907994.500000 Penalty: 5281.710449
	Iteration 12Q: 3 clusters Score -4907994 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4908177.500000 Penalty: 5281.710449
	Iteration 13Q: 3 clusters Score -4908178 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4908336.500000 Penalty: 5281.710449
	Iteration 14Q: 3 clusters Score -4908336 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4908492.500000 Penalty: 5281.710449
	Iteration 15Q: 3 clusters Score -4908492 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4908678.500000 Penalty: 5281.710449
	Iteration 16Q: 3 clusters Score -4908678 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4908844.500000 Penalty: 5281.710449
	Iteration 17Q: 3 clusters Score -4908844 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4909051.500000 Penalty: 5281.710449
	Iteration 18Q: 3 clusters Score -4909052 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4909222.000000 Penalty: 5281.710449
	Iteration 19Q: 3 clusters Score -4909222 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4909405.500000 Penalty: 5281.710449
	Iteration 20F: 3 clusters Score -4909406 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4909576.500000 Penalty: 5281.710449
	Iteration 21Q: 3 clusters Score -4909576 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4909737.500000 Penalty: 5281.710449
	Iteration 22Q: 3 clusters Score -4909738 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4909879.500000 Penalty: 5281.710449
	Iteration 23Q: 3 clusters Score -4909880 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4909996.000000 Penalty: 5281.710449
	Iteration 24Q: 3 clusters Score -4909996 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4910135.000000 Penalty: 5281.710449
	Iteration 25Q: 3 clusters Score -4910135 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4910257.000000 Penalty: 5281.710449
	Iteration 26Q: 3 clusters Score -4910257 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4910385.500000 Penalty: 5281.710449
	Iteration 27Q: 3 clusters Score -4910386 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4910525.000000 Penalty: 5281.710449
	Iteration 28Q: 3 clusters Score -4910525 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4910631.500000 Penalty: 5281.710449
	Iteration 29Q: 3 clusters Score -4910632 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4910744.000000 Penalty: 5281.710449
	Iteration 30Q: 3 clusters Score -4910744 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4910838.000000 Penalty: 5281.710449
	Iteration 31Q: 3 clusters Score -4910838 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -4910949.500000 Penalty: 5281.710449
	Iteration 32Q: 3 clusters Score -4910950 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4911041.500000 Penalty: 5281.710449
	Iteration 33Q: 3 clusters Score -4911042 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4911113.000000 Penalty: 5281.710449
	Iteration 34Q: 3 clusters Score -4911113 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4911196.500000 Penalty: 5281.710449
	Iteration 35Q: 3 clusters Score -4911196 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4911292.500000 Penalty: 5281.710449
	Iteration 36Q: 3 clusters Score -4911292 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -4911408.500000 Penalty: 5281.710449
	Iteration 37Q: 3 clusters Score -4911408 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4911471.500000 Penalty: 5281.710449
	Iteration 38Q: 3 clusters Score -4911472 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -4911525.500000 Penalty: 5281.710449
	Iteration 39Q: 3 clusters Score -4911526 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4911600.500000 Penalty: 5281.710449
	Iteration 40F: 3 clusters Score -4911600 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4911685.500000 Penalty: 5281.710449
	Iteration 41Q: 3 clusters Score -4911686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4911735.000000 Penalty: 5281.710449
	Iteration 42Q: 3 clusters Score -4911735 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -4911775.000000 Penalty: 5281.710449
	Iteration 43Q: 3 clusters Score -4911775 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -4911812.500000 Penalty: 5281.710449
	Iteration 44Q: 3 clusters Score -4911812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4911860.500000 Penalty: 5281.710449
	Iteration 45Q: 3 clusters Score -4911860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -4911897.000000 Penalty: 5281.710449
	Iteration 46Q: 3 clusters Score -4911897 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -4911940.500000 Penalty: 5281.710449
	Iteration 47Q: 3 clusters Score -4911940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4911964.000000 Penalty: 5281.710449
	Iteration 48Q: 3 clusters Score -4911964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4911963.500000 Penalty: 5281.710449
	Iteration 49Q: 3 clusters Score -4911964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4911984.500000 Penalty: 5281.710449
	Iteration 50Q: 3 clusters Score -4911984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4912002.500000 Penalty: 5281.710449
	Iteration 51Q: 3 clusters Score -4912002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -4912022.500000 Penalty: 5281.710449
	Iteration 52Q: 3 clusters Score -4912022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4912057.000000 Penalty: 5281.710449
	Iteration 53Q: 3 clusters Score -4912057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -4912063.500000 Penalty: 5281.710449
	Iteration 54Q: 3 clusters Score -4912064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4912083.000000 Penalty: 5281.710449
	Iteration 55Q: 3 clusters Score -4912083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -4912100.000000 Penalty: 5281.710449
	Iteration 56Q: 3 clusters Score -4912100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4912096.500000 Penalty: 5281.710449
	Iteration 57Q: 3 clusters Score -4912096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -4912107.000000 Penalty: 5281.710449
	Iteration 58Q: 3 clusters Score -4912107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4912100.000000 Penalty: 5281.710449
	Iteration 59Q: 3 clusters Score -4912100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4912119.000000 Penalty: 5281.710449
	Iteration 60F: 3 clusters Score -4912119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -4912114.500000 Penalty: 5281.710449
	Iteration 61Q: 3 clusters Score -4912114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -4912121.000000 Penalty: 5281.710449
	Iteration 62Q: 3 clusters Score -4912121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -4912125.000000 Penalty: 5281.710449
	Iteration 63Q: 3 clusters Score -4912125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -4912127.500000 Penalty: 5281.710449
	Iteration 64Q: 3 clusters Score -4912128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4912131.000000 Penalty: 5281.710449
	Iteration 65Q: 3 clusters Score -4912131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4912134.500000 Penalty: 5281.710449
	Iteration 66Q: 3 clusters Score -4912134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4912133.500000 Penalty: 5281.710449
	Iteration 67Q: 3 clusters Score -4912134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4912135.500000 Penalty: 5281.710449
	Iteration 68Q: 3 clusters Score -4912136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4912137.000000 Penalty: 5281.710449
	Iteration 69Q: 3 clusters Score -4912137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4912136.000000 Penalty: 5281.710449
	Iteration 70Q: 3 clusters Score -4912136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4912133.500000 Penalty: 5281.710449
	Iteration 71Q: 3 clusters Score -4912134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4912130.000000 Penalty: 5281.710449
	Iteration 72Q: 3 clusters Score -4912130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -4912132.000000 Penalty: 5281.710449
	Iteration 73Q: 3 clusters Score -4912132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4912134.500000 Penalty: 5281.710449
	Iteration 74Q: 3 clusters Score -4912134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4912133.000000 Penalty: 5281.710449
	Iteration 75Q: 3 clusters Score -4912133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4912133.000000 Penalty: 5281.710449
	Iteration 76F: 3 clusters Score -4912133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Entering Unmasked Estep 
Score: -7419702.000000 Penalty: 2742.979248
	Iteration 0F: 2 clusters Score -7419702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -7377126.500000 Penalty: 5485.958496
	Iteration 0F: 3 clusters Score -7377126 nChanged 29607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -7393858.000000 Penalty: 5485.958496
	Iteration 1F: 3 clusters Score -7393858 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -7394470.500000 Penalty: 5485.958496
	Iteration 2Q: 3 clusters Score -7394470 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -7394997.000000 Penalty: 5485.958496
	Iteration 3Q: 3 clusters Score -7394997 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -7395636.500000 Penalty: 5485.958496
	Iteration 4Q: 3 clusters Score -7395636 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -7396256.000000 Penalty: 5485.958496
	Iteration 5Q: 3 clusters Score -7396256 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -7396873.500000 Penalty: 5485.958496
	Iteration 6Q: 3 clusters Score -7396874 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -7397669.500000 Penalty: 5485.958496
	Iteration 7Q: 3 clusters Score -7397670 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7398613.000000 Penalty: 5485.958496
	Iteration 8Q: 3 clusters Score -7398613 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7399979.000000 Penalty: 5485.958496
	Iteration 9Q: 3 clusters Score -7399979 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -7401905.500000 Penalty: 5485.958496
	Iteration 10F: 3 clusters Score -7401906 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -7404595.000000 Penalty: 5485.958496
	Iteration 11F: 3 clusters Score -7404595 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -7407867.000000 Penalty: 5485.958496
	Iteration 12F: 3 clusters Score -7407867 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -7411163.000000 Penalty: 5485.958496
	Iteration 13F: 3 clusters Score -7411163 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -7413725.000000 Penalty: 5485.958496
	Iteration 14Q: 3 clusters Score -7413725 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -7415489.000000 Penalty: 5485.958496
	Iteration 15Q: 3 clusters Score -7415489 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -7416330.500000 Penalty: 5485.958496
	Iteration 16Q: 3 clusters Score -7416330 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -7416813.000000 Penalty: 5485.958496
	Iteration 17Q: 3 clusters Score -7416813 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -7417021.000000 Penalty: 5485.958496
	Iteration 18Q: 3 clusters Score -7417021 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -7417195.000000 Penalty: 5485.958496
	Iteration 19Q: 3 clusters Score -7417195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -7417286.500000 Penalty: 5485.958496
	Iteration 20F: 3 clusters Score -7417286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -7417326.500000 Penalty: 5485.958496
	Iteration 21Q: 3 clusters Score -7417326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -7417359.500000 Penalty: 5485.958496
	Iteration 22Q: 3 clusters Score -7417360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -7417378.000000 Penalty: 5485.958496
	Iteration 23Q: 3 clusters Score -7417378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -7417386.500000 Penalty: 5485.958496
	Iteration 24Q: 3 clusters Score -7417386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -7417398.000000 Penalty: 5485.958496
	Iteration 25Q: 3 clusters Score -7417398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7417406.000000 Penalty: 5485.958496
	Iteration 26Q: 3 clusters Score -7417406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -7417404.500000 Penalty: 5485.958496
	Iteration 27Q: 3 clusters Score -7417404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -7417407.000000 Penalty: 5485.958496
	Iteration 28Q: 3 clusters Score -7417407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -7417407.000000 Penalty: 5485.958496
	Iteration 29F: 3 clusters Score -7417407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -49539.160156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -49539.16 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 254 members 
Entering Unmasked Estep 
Score: -48055.320312 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -48055.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48260.285156 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -48260.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48333.796875 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -48333.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48360.847656 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -48360.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48382.597656 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -48382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48402.316406 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -48402.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48413.683594 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -48413.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48423.328125 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -48423.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48445.796875 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -48445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48457.234375 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -48457.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48469.660156 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -48469.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48474.375000 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -48474.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48474.375000 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -48474.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -392792.875000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -392792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -389155.812500 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -389155.8 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -389945.156250 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -389945.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -390170.937500 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -390170.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -390358.437500 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -390358.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -390566.125000 Penalty: 4063.652344
	Iteration 4F: 3 clusters Score -390566.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -390716.781250 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -390716.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -390837.000000 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -390837 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -390934.625000 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -390934.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -391001.031250 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -391001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -391048.875000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -391048.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -391086.187500 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -391086.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -391111.187500 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -391111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -391133.187500 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -391133.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -391147.000000 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -391147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -391158.125000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -391158.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -391164.593750 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -391164.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -391170.562500 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -391170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -391175.406250 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -391175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -391178.375000 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -391178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -391180.781250 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -391180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391181.562500 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -391181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391183.781250 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -391183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -391185.468750 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -391185.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -391189.562500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -391189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -391190.593750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -391190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -391193.031250 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -391193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -391193.187500 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -391193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -391193.906250 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -391193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -391193.906250 Penalty: 4063.652344
	Iteration 28F: 3 clusters Score -391193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -90998.687500 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -90998.69 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 412 members 
Entering Unmasked Estep 
Score: -89227.695312 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -89227.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89478.109375 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -89478.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89570.960938 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -89570.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89601.609375 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -89601.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89614.289062 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -89614.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89621.312500 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -89621.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -89623.257812 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -89623.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89627.093750 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -89627.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89629.867188 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -89629.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89630.984375 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -89630.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89633.093750 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -89633.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89636.421875 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -89636.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89636.421875 Penalty: 3342.123535
	Iteration 12F: 3 clusters Score -89636.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -47665.183594 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -47665.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46200.789062 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -46200.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46367.085938 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -46367.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46408.214844 Penalty: 3037.843018
	Iteration 2Q: 3 clusters Score -46408.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46426.476562 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -46426.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46430.027344 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -46430.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46432.445312 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -46432.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46434.621094 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -46434.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46438.382812 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -46438.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46438.382812 Penalty: 3037.843018
	Iteration 8F: 3 clusters Score -46438.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (313012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313012 members 
Entering Unmasked Estep 
Score: -35795780.000000 Penalty: 3138.191162
	Iteration 0F: 2 clusters Score -3.579578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -35599344.000000 Penalty: 6276.382324
	Iteration 0F: 3 clusters Score -3.559934e+07 nChanged 151704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -35688056.000000 Penalty: 6276.382324
	Iteration 1F: 3 clusters Score -3.568806e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -35688824.000000 Penalty: 6276.382324
	Iteration 2Q: 3 clusters Score -3.568882e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 165692 members 
Entering Unmasked Estep 
Score: -35690228.000000 Penalty: 6276.382324
	Iteration 3Q: 3 clusters Score -3.569023e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 170540 members 
Entering Unmasked Estep 
Score: -35692040.000000 Penalty: 6276.382324
	Iteration 4Q: 3 clusters Score -3.569204e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 177954 members 
Entering Unmasked Estep 
Score: -35694456.000000 Penalty: 6276.382324
	Iteration 5Q: 3 clusters Score -3.569446e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123912 members 
Mstep: Class 2 contains 189100 members 
Entering Unmasked Estep 
Score: -35699384.000000 Penalty: 6276.382324
	Iteration 6Q: 3 clusters Score -3.569938e+07 nChanged 17250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 204856 members 
Entering Unmasked Estep 
Score: -35707380.000000 Penalty: 6276.382324
	Iteration 7F: 3 clusters Score -3.570738e+07 nChanged 21720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 225514 members 
Entering Unmasked Estep 
Score: -35720140.000000 Penalty: 6276.382324
	Iteration 8F: 3 clusters Score -3.572014e+07 nChanged 24374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 249388 members 
Entering Unmasked Estep 
Score: -35738208.000000 Penalty: 6276.382324
	Iteration 9F: 3 clusters Score -3.573821e+07 nChanged 23089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 272311 members 
Entering Unmasked Estep 
Score: -35757552.000000 Penalty: 6276.382324
	Iteration 10F: 3 clusters Score -3.575755e+07 nChanged 17851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 290142 members 
Entering Unmasked Estep 
Score: -35774544.000000 Penalty: 6276.382324
	Iteration 11F: 3 clusters Score -3.577454e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 301440 members 
Entering Unmasked Estep 
Score: -35783592.000000 Penalty: 6276.382324
	Iteration 12Q: 3 clusters Score -3.578359e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 307177 members 
Entering Unmasked Estep 
Score: -35788096.000000 Penalty: 6276.382324
	Iteration 13Q: 3 clusters Score -3.57881e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 309898 members 
Entering Unmasked Estep 
Score: -35790496.000000 Penalty: 6276.382324
	Iteration 14Q: 3 clusters Score -3.57905e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 311138 members 
Entering Unmasked Estep 
Score: -35791688.000000 Penalty: 6276.382324
	Iteration 15Q: 3 clusters Score -3.579169e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 311696 members 
Entering Unmasked Estep 
Score: -35792304.000000 Penalty: 6276.382324
	Iteration 16Q: 3 clusters Score -3.57923e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 311986 members 
Entering Unmasked Estep 
Score: -35792680.000000 Penalty: 6276.382324
	Iteration 17Q: 3 clusters Score -3.579268e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 312151 members 
Entering Unmasked Estep 
Score: -35792852.000000 Penalty: 6276.382324
	Iteration 18Q: 3 clusters Score -3.579285e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 312245 members 
Entering Unmasked Estep 
Score: -35792944.000000 Penalty: 6276.382324
	Iteration 19Q: 3 clusters Score -3.579294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 312291 members 
Entering Unmasked Estep 
Score: -35793000.000000 Penalty: 6276.382324
	Iteration 20F: 3 clusters Score -3.5793e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 312310 members 
Entering Unmasked Estep 
Score: -35793016.000000 Penalty: 6276.382324
	Iteration 21Q: 3 clusters Score -3.579302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 312325 members 
Entering Unmasked Estep 
Score: -35793056.000000 Penalty: 6276.382324
	Iteration 22Q: 3 clusters Score -3.579306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 312346 members 
Entering Unmasked Estep 
Score: -35793064.000000 Penalty: 6276.382324
	Iteration 23Q: 3 clusters Score -3.579306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 312351 members 
Entering Unmasked Estep 
Score: -35793088.000000 Penalty: 6276.382324
	Iteration 24Q: 3 clusters Score -3.579309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 312363 members 
Entering Unmasked Estep 
Score: -35793112.000000 Penalty: 6276.382324
	Iteration 25Q: 3 clusters Score -3.579311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 312374 members 
Entering Unmasked Estep 
Score: -35793128.000000 Penalty: 6276.382324
	Iteration 26Q: 3 clusters Score -3.579313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 312380 members 
Entering Unmasked Estep 
Score: -35793128.000000 Penalty: 6276.382324
	Iteration 27Q: 3 clusters Score -3.579313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 312386 members 
Entering Unmasked Estep 
Score: -35793124.000000 Penalty: 6276.382324
	Iteration 28Q: 3 clusters Score -3.579312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 312393 members 
Entering Unmasked Estep 
Score: -35793152.000000 Penalty: 6276.382324
	Iteration 29Q: 3 clusters Score -3.579315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 312400 members 
Entering Unmasked Estep 
Score: -35793148.000000 Penalty: 6276.382324
	Iteration 30Q: 3 clusters Score -3.579315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 312406 members 
Entering Unmasked Estep 
Score: -35793152.000000 Penalty: 6276.382324
	Iteration 31Q: 3 clusters Score -3.579315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 312412 members 
Entering Unmasked Estep 
Score: -35793160.000000 Penalty: 6276.382324
	Iteration 32Q: 3 clusters Score -3.579316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 312416 members 
Entering Unmasked Estep 
Score: -35793160.000000 Penalty: 6276.382324
	Iteration 33Q: 3 clusters Score -3.579316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 312416 members 
Entering Unmasked Estep 
Score: -35793192.000000 Penalty: 6276.382324
	Iteration 34Q: 3 clusters Score -3.579319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 312418 members 
Entering Unmasked Estep 
Score: -35793180.000000 Penalty: 6276.382324
	Iteration 35Q: 3 clusters Score -3.579318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 312422 members 
Entering Unmasked Estep 
Score: -35793204.000000 Penalty: 6276.382324
	Iteration 36Q: 3 clusters Score -3.57932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 312423 members 
Entering Unmasked Estep 
Score: -35793184.000000 Penalty: 6276.382324
	Iteration 37Q: 3 clusters Score -3.579318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 312424 members 
Entering Unmasked Estep 
Score: -35793196.000000 Penalty: 6276.382324
	Iteration 38Q: 3 clusters Score -3.57932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 312428 members 
Entering Unmasked Estep 
Score: -35793220.000000 Penalty: 6276.382324
	Iteration 39Q: 3 clusters Score -3.579322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 312430 members 
Entering Unmasked Estep 
Score: -35793196.000000 Penalty: 6276.382324
	Iteration 40F: 3 clusters Score -3.57932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 312433 members 
Entering Unmasked Estep 
Score: -35793200.000000 Penalty: 6276.382324
	Iteration 41Q: 3 clusters Score -3.57932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 312437 members 
Entering Unmasked Estep 
Score: -35793196.000000 Penalty: 6276.382324
	Iteration 42Q: 3 clusters Score -3.57932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 312439 members 
Entering Unmasked Estep 
Score: -35793220.000000 Penalty: 6276.382324
	Iteration 43Q: 3 clusters Score -3.579322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 312442 members 
Entering Unmasked Estep 
Score: -35793224.000000 Penalty: 6276.382324
	Iteration 44Q: 3 clusters Score -3.579322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 312444 members 
Entering Unmasked Estep 
Score: -35793228.000000 Penalty: 6276.382324
	Iteration 45Q: 3 clusters Score -3.579323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 312447 members 
Entering Unmasked Estep 
Score: -35793228.000000 Penalty: 6276.382324
	Iteration 46Q: 3 clusters Score -3.579323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 312447 members 
Entering Unmasked Estep 
Score: -35793228.000000 Penalty: 6276.382324
	Iteration 47F: 3 clusters Score -3.579323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -13392.445312 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -13392.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12394.539062 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -12394.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12423.674805 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -12423.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12432.645508 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -12432.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12432.645508 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -12432.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -65945.367188 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -65945.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64345.660156 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -64345.66 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64630.144531 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -64630.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64768.273438 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -64768.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64825.363281 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -64825.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64858.015625 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -64858.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64883.843750 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -64883.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64897.617188 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -64897.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64923.300781 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -64923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -64937.175781 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -64937.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64945.093750 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -64945.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64957.917969 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -64957.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64964.726562 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -64964.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64974.242188 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -64974.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64974.757812 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -64974.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64977.562500 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -64977.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64995.203125 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -64995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65001.199219 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -65001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -65009.046875 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -65009.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65009.820312 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -65009.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65011.566406 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -65011.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65013.367188 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -65013.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65014.097656 Penalty: 3223.894287
	Iteration 21Q: 3 clusters Score -65014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65014.097656 Penalty: 3223.894287
	Iteration 22F: 3 clusters Score -65014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (105045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Entering Unmasked Estep 
Score: -12133897.000000 Penalty: 2867.411865
	Iteration 0F: 2 clusters Score -1.21339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -12063165.000000 Penalty: 5734.823730
	Iteration 0F: 3 clusters Score -1.206316e+07 nChanged 49951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -12091872.000000 Penalty: 5734.823730
	Iteration 1F: 3 clusters Score -1.209187e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -12092687.000000 Penalty: 5734.823730
	Iteration 2Q: 3 clusters Score -1.209269e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -12093579.000000 Penalty: 5734.823730
	Iteration 3Q: 3 clusters Score -1.209358e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -12094926.000000 Penalty: 5734.823730
	Iteration 4Q: 3 clusters Score -1.209493e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -12097570.000000 Penalty: 5734.823730
	Iteration 5F: 3 clusters Score -1.209757e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -12102204.000000 Penalty: 5734.823730
	Iteration 6F: 3 clusters Score -1.21022e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -12109119.000000 Penalty: 5734.823730
	Iteration 7F: 3 clusters Score -1.210912e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -12117294.000000 Penalty: 5734.823730
	Iteration 8F: 3 clusters Score -1.211729e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -12124077.000000 Penalty: 5734.823730
	Iteration 9F: 3 clusters Score -1.212408e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -12127991.000000 Penalty: 5734.823730
	Iteration 10Q: 3 clusters Score -1.212799e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -12129928.000000 Penalty: 5734.823730
	Iteration 11Q: 3 clusters Score -1.212993e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12130746.000000 Penalty: 5734.823730
	Iteration 12Q: 3 clusters Score -1.213075e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -12131109.000000 Penalty: 5734.823730
	Iteration 13Q: 3 clusters Score -1.213111e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -12131366.000000 Penalty: 5734.823730
	Iteration 14Q: 3 clusters Score -1.213137e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12131551.000000 Penalty: 5734.823730
	Iteration 15Q: 3 clusters Score -1.213155e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12131624.000000 Penalty: 5734.823730
	Iteration 16Q: 3 clusters Score -1.213162e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12131701.000000 Penalty: 5734.823730
	Iteration 17Q: 3 clusters Score -1.21317e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12131751.000000 Penalty: 5734.823730
	Iteration 18Q: 3 clusters Score -1.213175e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12131774.000000 Penalty: 5734.823730
	Iteration 19Q: 3 clusters Score -1.213177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12131769.000000 Penalty: 5734.823730
	Iteration 20F: 3 clusters Score -1.213177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12131772.000000 Penalty: 5734.823730
	Iteration 21Q: 3 clusters Score -1.213177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12131790.000000 Penalty: 5734.823730
	Iteration 22Q: 3 clusters Score -1.213179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12131803.000000 Penalty: 5734.823730
	Iteration 23Q: 3 clusters Score -1.21318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12131818.000000 Penalty: 5734.823730
	Iteration 24Q: 3 clusters Score -1.213182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12131819.000000 Penalty: 5734.823730
	Iteration 25Q: 3 clusters Score -1.213182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12131825.000000 Penalty: 5734.823730
	Iteration 26Q: 3 clusters Score -1.213182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12131836.000000 Penalty: 5734.823730
	Iteration 27Q: 3 clusters Score -1.213184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12131851.000000 Penalty: 5734.823730
	Iteration 28Q: 3 clusters Score -1.213185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12131845.000000 Penalty: 5734.823730
	Iteration 29Q: 3 clusters Score -1.213184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12131839.000000 Penalty: 5734.823730
	Iteration 30Q: 3 clusters Score -1.213184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12131854.000000 Penalty: 5734.823730
	Iteration 31Q: 3 clusters Score -1.213185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12131870.000000 Penalty: 5734.823730
	Iteration 32Q: 3 clusters Score -1.213187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12131874.000000 Penalty: 5734.823730
	Iteration 33Q: 3 clusters Score -1.213187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12131883.000000 Penalty: 5734.823730
	Iteration 34Q: 3 clusters Score -1.213188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12131878.000000 Penalty: 5734.823730
	Iteration 35Q: 3 clusters Score -1.213188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -12131880.000000 Penalty: 5734.823730
	Iteration 36Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12131877.000000 Penalty: 5734.823730
	Iteration 37Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12131880.000000 Penalty: 5734.823730
	Iteration 38Q: 3 clusters Score -1.213188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -12131878.000000 Penalty: 5734.823730
	Iteration 39Q: 3 clusters Score -1.213188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12131879.000000 Penalty: 5734.823730
	Iteration 40F: 3 clusters Score -1.213188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12131877.000000 Penalty: 5734.823730
	Iteration 41Q: 3 clusters Score -1.213188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12131878.000000 Penalty: 5734.823730
	Iteration 42Q: 3 clusters Score -1.213188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12131883.000000 Penalty: 5734.823730
	Iteration 43Q: 3 clusters Score -1.213188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12131883.000000 Penalty: 5734.823730
	Iteration 44Q: 3 clusters Score -1.213188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12131883.000000 Penalty: 5734.823730
	Iteration 45Q: 3 clusters Score -1.213188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12131882.000000 Penalty: 5734.823730
	Iteration 46Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12131882.000000 Penalty: 5734.823730
	Iteration 47Q: 3 clusters Score -1.213188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12131881.000000 Penalty: 5734.823730
	Iteration 48Q: 3 clusters Score -1.213188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12131881.000000 Penalty: 5734.823730
	Iteration 49Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12131882.000000 Penalty: 5734.823730
	Iteration 50Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12131880.000000 Penalty: 5734.823730
	Iteration 51Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104036 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12131883.000000 Penalty: 5734.823730
	Iteration 52Q: 3 clusters Score -1.213188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12131885.000000 Penalty: 5734.823730
	Iteration 53Q: 3 clusters Score -1.213188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12131885.000000 Penalty: 5734.823730
	Iteration 54F: 3 clusters Score -1.213188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -67786.804688 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -67786.8 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 337 members 
Entering Unmasked Estep 
Score: -66077.421875 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -66077.42 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66307.148438 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -66307.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66364.679688 Penalty: 3233.497070
	Iteration 2Q: 3 clusters Score -66364.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66384.367188 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -66384.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66404.859375 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -66404.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66430.250000 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -66430.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66450.078125 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -66450.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66458.406250 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -66458.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66465.828125 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -66465.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66474.773438 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -66474.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66481.804688 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -66481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66484.648438 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -66484.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66484.648438 Penalty: 3233.497070
	Iteration 12F: 3 clusters Score -66484.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -71801.046875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -71801.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70062.992188 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -70062.99 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70266.000000 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -70266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70368.414062 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -70368.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70418.914062 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -70418.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70438.750000 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -70438.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70458.039062 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -70458.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70468.054688 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -70468.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70471.820312 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -70471.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70475.382812 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -70475.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70477.992188 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -70477.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70481.515625 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -70481.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70481.515625 Penalty: 3254.972412
	Iteration 11F: 3 clusters Score -70481.52 nChanged 0
--- Evaluating fit on full set of 3051333 points ---
Entering Unmasked Estep 
Score: -344961248.000000 Penalty: 96275.664062
20->27 Clusters: Score -344961248.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1017111 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 50677 members 
Mstep: Class 3 contains 50893 members 
Mstep: Class 4 contains 50852 members 
Mstep: Class 5 contains 51040 members 
Mstep: Class 6 contains 50994 members 
Mstep: Class 7 contains 50615 members 
Mstep: Class 8 contains 50806 members 
Mstep: Class 9 contains 51181 members 
Mstep: Class 10 contains 51237 members 
Mstep: Class 11 contains 51023 members 
Mstep: Class 12 contains 50622 members 
Mstep: Class 13 contains 51142 members 
Mstep: Class 14 contains 50950 members 
Mstep: Class 15 contains 51051 members 
Mstep: Class 16 contains 50171 members 
Mstep: Class 17 contains 50985 members 
Mstep: Class 18 contains 50334 members 
Mstep: Class 19 contains 51023 members 
Mstep: Class 20 contains 50657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 269.689575 but Gain 3430.457031
Score: -108862712.000000 Penalty: 65178.628906
Iteration 0F: 20 clusters Score -1.088627e+08 nChanged 962387
Entering Unmasked Mstep 
Mstep: Class 0 contains 3385 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21331 members 
Mstep: Class 3 contains 23709 members 
Mstep: Class 4 contains 10374 members 
Mstep: Class 5 contains 17612 members 
Mstep: Class 6 contains 78301 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 9 contains 342030 members 
Mstep: Class 10 contains 120453 members 
Mstep: Class 11 contains 21914 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 101791 members 
Mstep: Class 14 contains 79368 members 
Mstep: Class 15 contains 9706 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 91132 members 
Mstep: Class 19 contains 27223 members 
Mstep: Class 20 contains 27911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112757088.000000 Penalty: 65178.628906
Iteration 1F: 20 clusters Score -1.127571e+08 nChanged 325474
Entering Unmasked Mstep 
Mstep: Class 0 contains 3320 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 16203 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 8234 members 
Mstep: Class 6 contains 62138 members 
Mstep: Class 7 contains 7854 members 
Mstep: Class 9 contains 436617 members 
Mstep: Class 10 contains 103083 members 
Mstep: Class 11 contains 13122 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 99435 members 
Mstep: Class 14 contains 68443 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 105547 members 
Mstep: Class 19 contains 15476 members 
Mstep: Class 20 contains 24696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113228888.000000 Penalty: 65178.628906
Iteration 2F: 20 clusters Score -1.132289e+08 nChanged 241723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3107 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 4 contains 5202 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 48765 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 9 contains 441925 members 
Mstep: Class 10 contains 109907 members 
Mstep: Class 11 contains 8380 members 
Mstep: Class 12 contains 7094 members 
Mstep: Class 13 contains 103426 members 
Mstep: Class 14 contains 53324 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 131109 members 
Mstep: Class 19 contains 9828 members 
Mstep: Class 20 contains 22097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2194.164551 but Gain 3430.453125
Score: -113645400.000000 Penalty: 61748.175781
Iteration 3F: 19 clusters Score -1.136454e+08 nChanged 190696
Entering Unmasked Mstep 
Mstep: Class 0 contains 2350 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 7600 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 6 contains 36452 members 
Mstep: Class 7 contains 10755 members 
Mstep: Class 9 contains 420186 members 
Mstep: Class 10 contains 132724 members 
Mstep: Class 11 contains 7527 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 113069 members 
Mstep: Class 14 contains 35940 members 
Mstep: Class 15 contains 3491 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 157861 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 16247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113946136.000000 Penalty: 61748.175781
Iteration 4F: 19 clusters Score -1.139461e+08 nChanged 138996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1996 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 7092 members 
Mstep: Class 4 contains 1097 members 
Mstep: Class 6 contains 25973 members 
Mstep: Class 7 contains 11162 members 
Mstep: Class 9 contains 390006 members 
Mstep: Class 10 contains 153219 members 
Mstep: Class 11 contains 8659 members 
Mstep: Class 12 contains 4164 members 
Mstep: Class 13 contains 125682 members 
Mstep: Class 14 contains 22656 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 14591 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 181759 members 
Mstep: Class 19 contains 4953 members 
Mstep: Class 20 contains 9572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114132560.000000 Penalty: 61748.175781
Iteration 5F: 19 clusters Score -1.141326e+08 nChanged 98288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1399 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 6 contains 18651 members 
Mstep: Class 7 contains 12308 members 
Mstep: Class 9 contains 358820 members 
Mstep: Class 10 contains 169587 members 
Mstep: Class 11 contains 9927 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 136540 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 2903 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 201611 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2820.708252 but Gain 3430.453125
Score: -114243904.000000 Penalty: 58317.722656
Iteration 6F: 18 clusters Score -1.142439e+08 nChanged 70596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1333 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 523 members 
Mstep: Class 6 contains 14101 members 
Mstep: Class 7 contains 13534 members 
Mstep: Class 9 contains 331287 members 
Mstep: Class 10 contains 183252 members 
Mstep: Class 11 contains 10568 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 144607 members 
Mstep: Class 14 contains 8967 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 217222 members 
Mstep: Class 20 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2622.668945 but Gain 3430.457031
Score: -114303016.000000 Penalty: 54887.265625
Iteration 7F: 17 clusters Score -1.14303e+08 nChanged 51402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1308 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 3835 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 6 contains 11459 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 9 contains 308254 members 
Mstep: Class 10 contains 195358 members 
Mstep: Class 11 contains 10256 members 
Mstep: Class 13 contains 147199 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 17423 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 229029 members 
Mstep: Class 20 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114336248.000000 Penalty: 54887.265625
Iteration 8F: 17 clusters Score -1.143362e+08 nChanged 40425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1285 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 6 contains 10128 members 
Mstep: Class 7 contains 16030 members 
Mstep: Class 9 contains 287247 members 
Mstep: Class 10 contains 206291 members 
Mstep: Class 11 contains 9574 members 
Mstep: Class 13 contains 148321 members 
Mstep: Class 14 contains 3899 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 17614 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 237721 members 
Mstep: Class 20 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2830.019043 but Gain 3430.453125
Score: -114357352.000000 Penalty: 51456.812500
Iteration 9Q: 16 clusters Score -1.143574e+08 nChanged 37012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 7610 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 6 contains 9743 members 
Mstep: Class 7 contains 17318 members 
Mstep: Class 9 contains 267281 members 
Mstep: Class 10 contains 217318 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 13 contains 149239 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 246452 members 
Mstep: Class 20 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114372568.000000 Penalty: 51456.812500
Iteration 10Q: 16 clusters Score -1.143726e+08 nChanged 32212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 18575 members 
Mstep: Class 9 contains 245477 members 
Mstep: Class 10 contains 228976 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 13 contains 150025 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 252873 members 
Mstep: Class 20 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114386408.000000 Penalty: 51456.812500
Iteration 11Q: 16 clusters Score -1.143864e+08 nChanged 29818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 4715 members 
Mstep: Class 4 contains 1000 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 19886 members 
Mstep: Class 9 contains 225359 members 
Mstep: Class 10 contains 240500 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 13 contains 150489 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 17875 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 258079 members 
Mstep: Class 20 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114400448.000000 Penalty: 51456.812500
Iteration 12Q: 16 clusters Score -1.144004e+08 nChanged 27509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 1179 members 
Mstep: Class 6 contains 10920 members 
Mstep: Class 7 contains 21235 members 
Mstep: Class 9 contains 207399 members 
Mstep: Class 10 contains 251657 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 13 contains 150297 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17927 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 262099 members 
Mstep: Class 20 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114411368.000000 Penalty: 51456.812500
Iteration 13Q: 16 clusters Score -1.144114e+08 nChanged 24897
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1407 members 
Mstep: Class 6 contains 11521 members 
Mstep: Class 7 contains 22620 members 
Mstep: Class 9 contains 191982 members 
Mstep: Class 10 contains 261963 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 13 contains 149575 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 265028 members 
Mstep: Class 20 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114421280.000000 Penalty: 51456.812500
Iteration 14Q: 16 clusters Score -1.144213e+08 nChanged 22619
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 24001 members 
Mstep: Class 9 contains 178994 members 
Mstep: Class 10 contains 271331 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 13 contains 148346 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 18024 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 267032 members 
Mstep: Class 20 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114429832.000000 Penalty: 51456.812500
Iteration 15Q: 16 clusters Score -1.144298e+08 nChanged 20526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 1916 members 
Mstep: Class 6 contains 12705 members 
Mstep: Class 7 contains 25219 members 
Mstep: Class 9 contains 168421 members 
Mstep: Class 10 contains 279735 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 13 contains 146724 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 18062 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 268281 members 
Mstep: Class 20 contains 3937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114436680.000000 Penalty: 51456.812500
Iteration 16Q: 16 clusters Score -1.144367e+08 nChanged 18739
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 5448 members 
Mstep: Class 4 contains 2176 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 9 contains 159791 members 
Mstep: Class 10 contains 287300 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 13 contains 144847 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 18098 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 268916 members 
Mstep: Class 20 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114442120.000000 Penalty: 51456.812500
Iteration 17Q: 16 clusters Score -1.144421e+08 nChanged 17898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 5473 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 6 contains 13475 members 
Mstep: Class 7 contains 27373 members 
Mstep: Class 9 contains 152934 members 
Mstep: Class 10 contains 293960 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 13 contains 142805 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 18137 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 269142 members 
Mstep: Class 20 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114445496.000000 Penalty: 51456.812500
Iteration 18Q: 16 clusters Score -1.144455e+08 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 5474 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 6 contains 13842 members 
Mstep: Class 7 contains 28263 members 
Mstep: Class 9 contains 147211 members 
Mstep: Class 10 contains 299911 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 13 contains 140715 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 18185 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 269157 members 
Mstep: Class 20 contains 4983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114447736.000000 Penalty: 51456.812500
Iteration 19Q: 16 clusters Score -1.144477e+08 nChanged 15923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1281 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 5487 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 6 contains 14289 members 
Mstep: Class 7 contains 29049 members 
Mstep: Class 9 contains 142209 members 
Mstep: Class 10 contains 305275 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 13 contains 138818 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 18229 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 268948 members 
Mstep: Class 20 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449960.000000 Penalty: 51456.812500
Iteration 20F: 16 clusters Score -1.1445e+08 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 1252 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 3 contains 5473 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 6 contains 14890 members 
Mstep: Class 7 contains 29727 members 
Mstep: Class 9 contains 137948 members 
Mstep: Class 10 contains 309683 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 13 contains 136710 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 268692 members 
Mstep: Class 20 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114451248.000000 Penalty: 51456.812500
Iteration 21Q: 16 clusters Score -1.144512e+08 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 14207 members 
Mstep: Class 3 contains 5443 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 6 contains 15576 members 
Mstep: Class 7 contains 30315 members 
Mstep: Class 9 contains 134437 members 
Mstep: Class 10 contains 313059 members 
Mstep: Class 11 contains 3653 members 
Mstep: Class 13 contains 134880 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 18332 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 268480 members 
Mstep: Class 20 contains 6271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114451000.000000 Penalty: 51456.812500
Iteration 22Q: 16 clusters Score -1.14451e+08 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 5401 members 
Mstep: Class 4 contains 4277 members 
Mstep: Class 6 contains 16297 members 
Mstep: Class 7 contains 30831 members 
Mstep: Class 9 contains 131407 members 
Mstep: Class 10 contains 315675 members 
Mstep: Class 11 contains 3632 members 
Mstep: Class 13 contains 133411 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18404 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 268318 members 
Mstep: Class 20 contains 6633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114450504.000000 Penalty: 51456.812500
Iteration 23Q: 16 clusters Score -1.144505e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 14323 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 9 contains 128959 members 
Mstep: Class 10 contains 317495 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 13 contains 132240 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18480 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 268300 members 
Mstep: Class 20 contains 6933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449608.000000 Penalty: 51456.812500
Iteration 24Q: 16 clusters Score -1.144496e+08 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 14313 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 6 contains 17556 members 
Mstep: Class 7 contains 31566 members 
Mstep: Class 9 contains 127148 members 
Mstep: Class 10 contains 318587 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 13 contains 131230 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 268391 members 
Mstep: Class 20 contains 7225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449312.000000 Penalty: 51456.812500
Iteration 25Q: 16 clusters Score -1.144493e+08 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 14321 members 
Mstep: Class 3 contains 5262 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 31822 members 
Mstep: Class 9 contains 125715 members 
Mstep: Class 10 contains 319312 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 13 contains 130405 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18642 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 268527 members 
Mstep: Class 20 contains 7467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449384.000000 Penalty: 51456.812500
Iteration 26Q: 16 clusters Score -1.144494e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 5203 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 6 contains 18577 members 
Mstep: Class 7 contains 32010 members 
Mstep: Class 9 contains 124543 members 
Mstep: Class 10 contains 319816 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 129791 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18706 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 268630 members 
Mstep: Class 20 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449224.000000 Penalty: 51456.812500
Iteration 27Q: 16 clusters Score -1.144492e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 14278 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 6 contains 18990 members 
Mstep: Class 7 contains 32196 members 
Mstep: Class 9 contains 123747 members 
Mstep: Class 10 contains 320064 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 129302 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18759 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 268674 members 
Mstep: Class 20 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449272.000000 Penalty: 51456.812500
Iteration 28Q: 16 clusters Score -1.144493e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 5983 members 
Mstep: Class 6 contains 19355 members 
Mstep: Class 7 contains 32329 members 
Mstep: Class 9 contains 123130 members 
Mstep: Class 10 contains 320164 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 128855 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18813 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 268749 members 
Mstep: Class 20 contains 7992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114448928.000000 Penalty: 51456.812500
Iteration 29Q: 16 clusters Score -1.144489e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 6168 members 
Mstep: Class 6 contains 19649 members 
Mstep: Class 7 contains 32414 members 
Mstep: Class 9 contains 122667 members 
Mstep: Class 10 contains 320230 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 128455 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18854 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 268849 members 
Mstep: Class 20 contains 8130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114448776.000000 Penalty: 51456.812500
Iteration 30Q: 16 clusters Score -1.144488e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 14208 members 
Mstep: Class 3 contains 4911 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 6 contains 19899 members 
Mstep: Class 7 contains 32473 members 
Mstep: Class 9 contains 122373 members 
Mstep: Class 10 contains 320178 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 128123 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18888 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 268958 members 
Mstep: Class 20 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114448832.000000 Penalty: 51456.812500
Iteration 31Q: 16 clusters Score -1.144488e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 14186 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 6 contains 20131 members 
Mstep: Class 7 contains 32508 members 
Mstep: Class 9 contains 122169 members 
Mstep: Class 10 contains 320095 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 127842 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 269016 members 
Mstep: Class 20 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114448976.000000 Penalty: 51456.812500
Iteration 32Q: 16 clusters Score -1.14449e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 32541 members 
Mstep: Class 9 contains 122024 members 
Mstep: Class 10 contains 320015 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 127574 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18954 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 269083 members 
Mstep: Class 20 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449216.000000 Penalty: 51456.812500
Iteration 33Q: 16 clusters Score -1.144492e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 14153 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 6 contains 20478 members 
Mstep: Class 7 contains 32558 members 
Mstep: Class 9 contains 122001 members 
Mstep: Class 10 contains 319894 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 13 contains 127318 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 18982 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 269102 members 
Mstep: Class 20 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449208.000000 Penalty: 51456.812500
Iteration 34Q: 16 clusters Score -1.144492e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 6831 members 
Mstep: Class 6 contains 20608 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 9 contains 122022 members 
Mstep: Class 10 contains 319730 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 127107 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19013 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 269157 members 
Mstep: Class 20 contains 8599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449456.000000 Penalty: 51456.812500
Iteration 35Q: 16 clusters Score -1.144495e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 6 contains 20703 members 
Mstep: Class 7 contains 32591 members 
Mstep: Class 9 contains 122100 members 
Mstep: Class 10 contains 319592 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 126916 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19037 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 269207 members 
Mstep: Class 20 contains 8639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449320.000000 Penalty: 51456.812500
Iteration 36Q: 16 clusters Score -1.144493e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 14156 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 6 contains 20785 members 
Mstep: Class 7 contains 32601 members 
Mstep: Class 9 contains 122220 members 
Mstep: Class 10 contains 319455 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 126730 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19069 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 269230 members 
Mstep: Class 20 contains 8676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449416.000000 Penalty: 51456.812500
Iteration 37Q: 16 clusters Score -1.144494e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 7011 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 32608 members 
Mstep: Class 9 contains 122342 members 
Mstep: Class 10 contains 319335 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 126588 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19097 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 269225 members 
Mstep: Class 20 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114449504.000000 Penalty: 51456.812500
Iteration 38Q: 16 clusters Score -1.144495e+08 nChanged 1005
Entering ConstructFrom: 
Score: -114449504.000000 Penalty: 51456.812500
Entering ConstructFrom: 
Trying to split cluster 1 (63880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Entering Unmasked Estep 
Score: -7454034.000000 Penalty: 2744.060791
	Iteration 0F: 2 clusters Score -7454034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7411084.500000 Penalty: 5488.121582
	Iteration 0F: 3 clusters Score -7411084 nChanged 29628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -7427772.500000 Penalty: 5488.121582
	Iteration 1F: 3 clusters Score -7427772 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -7428366.500000 Penalty: 5488.121582
	Iteration 2Q: 3 clusters Score -7428366 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7428847.500000 Penalty: 5488.121582
	Iteration 3Q: 3 clusters Score -7428848 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7429405.000000 Penalty: 5488.121582
	Iteration 4Q: 3 clusters Score -7429405 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -7430075.000000 Penalty: 5488.121582
	Iteration 5Q: 3 clusters Score -7430075 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -7431009.000000 Penalty: 5488.121582
	Iteration 6Q: 3 clusters Score -7431009 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7432337.000000 Penalty: 5488.121582
	Iteration 7Q: 3 clusters Score -7432337 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -7434472.000000 Penalty: 5488.121582
	Iteration 8F: 3 clusters Score -7434472 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -7437539.000000 Penalty: 5488.121582
	Iteration 9F: 3 clusters Score -7437539 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -7441299.000000 Penalty: 5488.121582
	Iteration 10F: 3 clusters Score -7441299 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -7444720.500000 Penalty: 5488.121582
	Iteration 11F: 3 clusters Score -7444720 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -7447366.500000 Penalty: 5488.121582
	Iteration 12Q: 3 clusters Score -7447366 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -7449048.000000 Penalty: 5488.121582
	Iteration 13Q: 3 clusters Score -7449048 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -7450044.500000 Penalty: 5488.121582
	Iteration 14Q: 3 clusters Score -7450044 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -7450631.000000 Penalty: 5488.121582
	Iteration 15Q: 3 clusters Score -7450631 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -7450984.000000 Penalty: 5488.121582
	Iteration 16Q: 3 clusters Score -7450984 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -7451194.000000 Penalty: 5488.121582
	Iteration 17Q: 3 clusters Score -7451194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -7451359.000000 Penalty: 5488.121582
	Iteration 18Q: 3 clusters Score -7451359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -7451442.000000 Penalty: 5488.121582
	Iteration 19Q: 3 clusters Score -7451442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -7451508.000000 Penalty: 5488.121582
	Iteration 20F: 3 clusters Score -7451508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -7451549.000000 Penalty: 5488.121582
	Iteration 21Q: 3 clusters Score -7451549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -7451582.500000 Penalty: 5488.121582
	Iteration 22Q: 3 clusters Score -7451582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -7451612.500000 Penalty: 5488.121582
	Iteration 23Q: 3 clusters Score -7451612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -7451643.500000 Penalty: 5488.121582
	Iteration 24Q: 3 clusters Score -7451644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -7451657.000000 Penalty: 5488.121582
	Iteration 25Q: 3 clusters Score -7451657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -7451678.000000 Penalty: 5488.121582
	Iteration 26Q: 3 clusters Score -7451678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -7451702.500000 Penalty: 5488.121582
	Iteration 27Q: 3 clusters Score -7451702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -7451697.500000 Penalty: 5488.121582
	Iteration 28Q: 3 clusters Score -7451698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -7451698.500000 Penalty: 5488.121582
	Iteration 29Q: 3 clusters Score -7451698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -7451708.500000 Penalty: 5488.121582
	Iteration 30Q: 3 clusters Score -7451708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -7451712.000000 Penalty: 5488.121582
	Iteration 31Q: 3 clusters Score -7451712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -7451716.000000 Penalty: 5488.121582
	Iteration 32Q: 3 clusters Score -7451716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -7451716.500000 Penalty: 5488.121582
	Iteration 33Q: 3 clusters Score -7451716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -7451721.500000 Penalty: 5488.121582
	Iteration 34Q: 3 clusters Score -7451722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -7451716.500000 Penalty: 5488.121582
	Iteration 35Q: 3 clusters Score -7451716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -7451716.500000 Penalty: 5488.121582
	Iteration 36F: 3 clusters Score -7451716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -1500736.000000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -1500736 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 7114 members 
Entering Unmasked Estep 
Score: -1490484.250000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -1490484 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1493835.250000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -1493835 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1494505.500000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -1494506 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1495126.375000 Penalty: 4740.925293
	Iteration 3F: 3 clusters Score -1495126 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1495728.000000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -1495728 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1496272.375000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -1496272 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1496757.750000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -1496758 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1497145.375000 Penalty: 4740.925293
	Iteration 7Q: 3 clusters Score -1497145 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1497435.750000 Penalty: 4740.925293
	Iteration 8Q: 3 clusters Score -1497436 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1497678.625000 Penalty: 4740.925293
	Iteration 9Q: 3 clusters Score -1497679 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1497866.000000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -1497866 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1498015.875000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -1498016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1498150.250000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -1498150 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1498290.125000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -1498290 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1498395.375000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -1498395 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1498493.875000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -1498494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1498564.500000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -1498564 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1498627.125000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -1498627 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1498705.750000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -1498706 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1498782.625000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -1498783 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1498855.750000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -1498856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1498913.625000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -1498914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1498957.125000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -1498957 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1499001.875000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -1499002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1499042.875000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -1499043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1499096.375000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -1499096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1499135.250000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -1499135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1499158.250000 Penalty: 4740.925293
	Iteration 27Q: 3 clusters Score -1499158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1499173.750000 Penalty: 4740.925293
	Iteration 28Q: 3 clusters Score -1499174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1499189.000000 Penalty: 4740.925293
	Iteration 29Q: 3 clusters Score -1499189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1499199.125000 Penalty: 4740.925293
	Iteration 30Q: 3 clusters Score -1499199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1499207.375000 Penalty: 4740.925293
	Iteration 31Q: 3 clusters Score -1499207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1499215.875000 Penalty: 4740.925293
	Iteration 32Q: 3 clusters Score -1499216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1499230.000000 Penalty: 4740.925293
	Iteration 33Q: 3 clusters Score -1499230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1499236.250000 Penalty: 4740.925293
	Iteration 34Q: 3 clusters Score -1499236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1499250.375000 Penalty: 4740.925293
	Iteration 35Q: 3 clusters Score -1499250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1499255.750000 Penalty: 4740.925293
	Iteration 36Q: 3 clusters Score -1499256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1499258.625000 Penalty: 4740.925293
	Iteration 37Q: 3 clusters Score -1499259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1499266.250000 Penalty: 4740.925293
	Iteration 38Q: 3 clusters Score -1499266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1499266.125000 Penalty: 4740.925293
	Iteration 39Q: 3 clusters Score -1499266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1499269.875000 Penalty: 4740.925293
	Iteration 40F: 3 clusters Score -1499270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1499273.250000 Penalty: 4740.925293
	Iteration 41Q: 3 clusters Score -1499273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1499278.125000 Penalty: 4740.925293
	Iteration 42Q: 3 clusters Score -1499278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1499275.625000 Penalty: 4740.925293
	Iteration 43Q: 3 clusters Score -1499276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1499282.625000 Penalty: 4740.925293
	Iteration 44Q: 3 clusters Score -1499283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1499284.875000 Penalty: 4740.925293
	Iteration 45Q: 3 clusters Score -1499285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1499284.875000 Penalty: 4740.925293
	Iteration 46Q: 3 clusters Score -1499285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1499290.000000 Penalty: 4740.925293
	Iteration 47Q: 3 clusters Score -1499290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1499290.625000 Penalty: 4740.925293
	Iteration 48Q: 3 clusters Score -1499291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1499291.125000 Penalty: 4740.925293
	Iteration 49Q: 3 clusters Score -1499291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1499294.125000 Penalty: 4740.925293
	Iteration 50Q: 3 clusters Score -1499294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1499295.625000 Penalty: 4740.925293
	Iteration 51Q: 3 clusters Score -1499296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1499300.125000 Penalty: 4740.925293
	Iteration 52Q: 3 clusters Score -1499300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1499302.000000 Penalty: 4740.925293
	Iteration 53Q: 3 clusters Score -1499302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1499301.750000 Penalty: 4740.925293
	Iteration 54Q: 3 clusters Score -1499302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1499301.750000 Penalty: 4740.925293
	Iteration 55F: 3 clusters Score -1499302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -496827.312500 Penalty: 2086.354980
	Iteration 0F: 2 clusters Score -496827.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -492568.093750 Penalty: 4172.709961
	Iteration 0F: 3 clusters Score -492568.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -493489.500000 Penalty: 4172.709961
	Iteration 1F: 3 clusters Score -493489.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -493730.781250 Penalty: 4172.709961
	Iteration 2F: 3 clusters Score -493730.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -493935.625000 Penalty: 4172.709961
	Iteration 3F: 3 clusters Score -493935.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -494129.187500 Penalty: 4172.709961
	Iteration 4F: 3 clusters Score -494129.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -494307.250000 Penalty: 4172.709961
	Iteration 5Q: 3 clusters Score -494307.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -494485.343750 Penalty: 4172.709961
	Iteration 6Q: 3 clusters Score -494485.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -494666.093750 Penalty: 4172.709961
	Iteration 7Q: 3 clusters Score -494666.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -494902.750000 Penalty: 4172.709961
	Iteration 8Q: 3 clusters Score -494902.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -495105.281250 Penalty: 4172.709961
	Iteration 9Q: 3 clusters Score -495105.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -495259.250000 Penalty: 4172.709961
	Iteration 10Q: 3 clusters Score -495259.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -495364.656250 Penalty: 4172.709961
	Iteration 11Q: 3 clusters Score -495364.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -495431.937500 Penalty: 4172.709961
	Iteration 12Q: 3 clusters Score -495431.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -495466.250000 Penalty: 4172.709961
	Iteration 13Q: 3 clusters Score -495466.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -495487.343750 Penalty: 4172.709961
	Iteration 14Q: 3 clusters Score -495487.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -495501.375000 Penalty: 4172.709961
	Iteration 15Q: 3 clusters Score -495501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -495508.968750 Penalty: 4172.709961
	Iteration 16Q: 3 clusters Score -495509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -495513.437500 Penalty: 4172.709961
	Iteration 17Q: 3 clusters Score -495513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -495515.687500 Penalty: 4172.709961
	Iteration 18Q: 3 clusters Score -495515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -495516.656250 Penalty: 4172.709961
	Iteration 19Q: 3 clusters Score -495516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -495517.187500 Penalty: 4172.709961
	Iteration 20F: 3 clusters Score -495517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -495518.656250 Penalty: 4172.709961
	Iteration 21Q: 3 clusters Score -495518.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -495518.656250 Penalty: 4172.709961
	Iteration 22F: 3 clusters Score -495518.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -796077.625000 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -796077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -790599.562500 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -790599.6 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -795909.500000 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -795909.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -798920.375000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -798920.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -800480.000000 Penalty: 4394.455566
	Iteration 3F: 3 clusters Score -800480 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -801024.062500 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -801024.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -801266.250000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -801266.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -801374.187500 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -801374.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -801433.187500 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -801433.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -801453.625000 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -801453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -801458.812500 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -801458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -801463.812500 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -801463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -801468.125000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -801468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -801471.500000 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -801471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -801471.500000 Penalty: 4394.455566
	Iteration 13F: 3 clusters Score -801471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 32598 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 126438 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 269221 members 
Mstep: Class 20 contains 8726 members 
Entering Unmasked Estep 
Score: -114454048.000000 Penalty: 54887.265625
Splitting cluster 4 changes total score from -114449504.000000 to -114454048.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (20909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Entering Unmasked Estep 
Score: -2447285.500000 Penalty: 2467.087891
	Iteration 0F: 2 clusters Score -2447286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2432633.000000 Penalty: 4934.175781
	Iteration 0F: 3 clusters Score -2432633 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2437508.750000 Penalty: 4934.175781
	Iteration 1F: 3 clusters Score -2437509 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2437946.000000 Penalty: 4934.175781
	Iteration 2F: 3 clusters Score -2437946 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2438336.000000 Penalty: 4934.175781
	Iteration 3Q: 3 clusters Score -2438336 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2438702.250000 Penalty: 4934.175781
	Iteration 4Q: 3 clusters Score -2438702 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2439076.750000 Penalty: 4934.175781
	Iteration 5Q: 3 clusters Score -2439077 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2439438.000000 Penalty: 4934.175781
	Iteration 6Q: 3 clusters Score -2439438 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2439819.500000 Penalty: 4934.175781
	Iteration 7Q: 3 clusters Score -2439820 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2440312.500000 Penalty: 4934.175781
	Iteration 8Q: 3 clusters Score -2440312 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2440926.000000 Penalty: 4934.175781
	Iteration 9Q: 3 clusters Score -2440926 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2441655.750000 Penalty: 4934.175781
	Iteration 10F: 3 clusters Score -2441656 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2442319.000000 Penalty: 4934.175781
	Iteration 11Q: 3 clusters Score -2442319 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2442769.000000 Penalty: 4934.175781
	Iteration 12Q: 3 clusters Score -2442769 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2443035.250000 Penalty: 4934.175781
	Iteration 13Q: 3 clusters Score -2443035 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2443171.500000 Penalty: 4934.175781
	Iteration 14Q: 3 clusters Score -2443172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2443259.750000 Penalty: 4934.175781
	Iteration 15Q: 3 clusters Score -2443260 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2443323.250000 Penalty: 4934.175781
	Iteration 16Q: 3 clusters Score -2443323 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2443358.000000 Penalty: 4934.175781
	Iteration 17Q: 3 clusters Score -2443358 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2443413.000000 Penalty: 4934.175781
	Iteration 18Q: 3 clusters Score -2443413 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2443461.750000 Penalty: 4934.175781
	Iteration 19Q: 3 clusters Score -2443462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2443512.500000 Penalty: 4934.175781
	Iteration 20F: 3 clusters Score -2443512 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2443549.750000 Penalty: 4934.175781
	Iteration 21Q: 3 clusters Score -2443550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2443584.750000 Penalty: 4934.175781
	Iteration 22Q: 3 clusters Score -2443585 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2443619.750000 Penalty: 4934.175781
	Iteration 23Q: 3 clusters Score -2443620 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2443662.750000 Penalty: 4934.175781
	Iteration 24Q: 3 clusters Score -2443663 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2443701.500000 Penalty: 4934.175781
	Iteration 25Q: 3 clusters Score -2443702 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2443726.500000 Penalty: 4934.175781
	Iteration 26Q: 3 clusters Score -2443726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2443759.750000 Penalty: 4934.175781
	Iteration 27Q: 3 clusters Score -2443760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2443787.000000 Penalty: 4934.175781
	Iteration 28Q: 3 clusters Score -2443787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2443821.250000 Penalty: 4934.175781
	Iteration 29Q: 3 clusters Score -2443821 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2443848.500000 Penalty: 4934.175781
	Iteration 30Q: 3 clusters Score -2443848 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2443876.000000 Penalty: 4934.175781
	Iteration 31Q: 3 clusters Score -2443876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2443907.500000 Penalty: 4934.175781
	Iteration 32Q: 3 clusters Score -2443908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2443932.000000 Penalty: 4934.175781
	Iteration 33Q: 3 clusters Score -2443932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2443943.750000 Penalty: 4934.175781
	Iteration 34Q: 3 clusters Score -2443944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2443974.750000 Penalty: 4934.175781
	Iteration 35Q: 3 clusters Score -2443975 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2444012.250000 Penalty: 4934.175781
	Iteration 36Q: 3 clusters Score -2444012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2444031.250000 Penalty: 4934.175781
	Iteration 37Q: 3 clusters Score -2444031 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2444063.000000 Penalty: 4934.175781
	Iteration 38Q: 3 clusters Score -2444063 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2444093.500000 Penalty: 4934.175781
	Iteration 39Q: 3 clusters Score -2444094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2444136.500000 Penalty: 4934.175781
	Iteration 40F: 3 clusters Score -2444136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2444170.000000 Penalty: 4934.175781
	Iteration 41Q: 3 clusters Score -2444170 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2444225.750000 Penalty: 4934.175781
	Iteration 42Q: 3 clusters Score -2444226 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2444269.000000 Penalty: 4934.175781
	Iteration 43Q: 3 clusters Score -2444269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2444308.500000 Penalty: 4934.175781
	Iteration 44Q: 3 clusters Score -2444308 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2444347.250000 Penalty: 4934.175781
	Iteration 45Q: 3 clusters Score -2444347 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2444401.250000 Penalty: 4934.175781
	Iteration 46Q: 3 clusters Score -2444401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2444438.250000 Penalty: 4934.175781
	Iteration 47Q: 3 clusters Score -2444438 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2444489.750000 Penalty: 4934.175781
	Iteration 48Q: 3 clusters Score -2444490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2444528.000000 Penalty: 4934.175781
	Iteration 49Q: 3 clusters Score -2444528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2444586.000000 Penalty: 4934.175781
	Iteration 50Q: 3 clusters Score -2444586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2444630.000000 Penalty: 4934.175781
	Iteration 51Q: 3 clusters Score -2444630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2444665.750000 Penalty: 4934.175781
	Iteration 52Q: 3 clusters Score -2444666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2444705.000000 Penalty: 4934.175781
	Iteration 53Q: 3 clusters Score -2444705 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2444744.500000 Penalty: 4934.175781
	Iteration 54Q: 3 clusters Score -2444744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2444775.250000 Penalty: 4934.175781
	Iteration 55Q: 3 clusters Score -2444775 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2444806.000000 Penalty: 4934.175781
	Iteration 56Q: 3 clusters Score -2444806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2444835.500000 Penalty: 4934.175781
	Iteration 57Q: 3 clusters Score -2444836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2444868.250000 Penalty: 4934.175781
	Iteration 58Q: 3 clusters Score -2444868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2444895.250000 Penalty: 4934.175781
	Iteration 59Q: 3 clusters Score -2444895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2444926.000000 Penalty: 4934.175781
	Iteration 60F: 3 clusters Score -2444926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2444956.250000 Penalty: 4934.175781
	Iteration 61Q: 3 clusters Score -2444956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2444999.750000 Penalty: 4934.175781
	Iteration 62Q: 3 clusters Score -2445000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2445031.000000 Penalty: 4934.175781
	Iteration 63Q: 3 clusters Score -2445031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2445047.250000 Penalty: 4934.175781
	Iteration 64Q: 3 clusters Score -2445047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2445079.000000 Penalty: 4934.175781
	Iteration 65Q: 3 clusters Score -2445079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2445109.750000 Penalty: 4934.175781
	Iteration 66Q: 3 clusters Score -2445110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2445129.000000 Penalty: 4934.175781
	Iteration 67Q: 3 clusters Score -2445129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2445159.000000 Penalty: 4934.175781
	Iteration 68Q: 3 clusters Score -2445159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2445188.250000 Penalty: 4934.175781
	Iteration 69Q: 3 clusters Score -2445188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2445216.500000 Penalty: 4934.175781
	Iteration 70Q: 3 clusters Score -2445216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2445237.750000 Penalty: 4934.175781
	Iteration 71Q: 3 clusters Score -2445238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2445249.750000 Penalty: 4934.175781
	Iteration 72Q: 3 clusters Score -2445250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2445254.250000 Penalty: 4934.175781
	Iteration 73Q: 3 clusters Score -2445254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2445275.000000 Penalty: 4934.175781
	Iteration 74Q: 3 clusters Score -2445275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2445284.250000 Penalty: 4934.175781
	Iteration 75Q: 3 clusters Score -2445284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2445287.250000 Penalty: 4934.175781
	Iteration 76Q: 3 clusters Score -2445287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2445298.500000 Penalty: 4934.175781
	Iteration 77Q: 3 clusters Score -2445298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2445299.750000 Penalty: 4934.175781
	Iteration 78Q: 3 clusters Score -2445300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2445302.250000 Penalty: 4934.175781
	Iteration 79Q: 3 clusters Score -2445302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2445304.500000 Penalty: 4934.175781
	Iteration 80F: 3 clusters Score -2445304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2445308.250000 Penalty: 4934.175781
	Iteration 81Q: 3 clusters Score -2445308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2445314.250000 Penalty: 4934.175781
	Iteration 82Q: 3 clusters Score -2445314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2445309.750000 Penalty: 4934.175781
	Iteration 83Q: 3 clusters Score -2445310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2445314.250000 Penalty: 4934.175781
	Iteration 84Q: 3 clusters Score -2445314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2445313.750000 Penalty: 4934.175781
	Iteration 85Q: 3 clusters Score -2445314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2445309.250000 Penalty: 4934.175781
	Iteration 86Q: 3 clusters Score -2445309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2445315.500000 Penalty: 4934.175781
	Iteration 87Q: 3 clusters Score -2445316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2445319.750000 Penalty: 4934.175781
	Iteration 88Q: 3 clusters Score -2445320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2445318.000000 Penalty: 4934.175781
	Iteration 89Q: 3 clusters Score -2445318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2445313.250000 Penalty: 4934.175781
	Iteration 90Q: 3 clusters Score -2445313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2445318.000000 Penalty: 4934.175781
	Iteration 91Q: 3 clusters Score -2445318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2445317.500000 Penalty: 4934.175781
	Iteration 92Q: 3 clusters Score -2445318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2445317.500000 Penalty: 4934.175781
	Iteration 93F: 3 clusters Score -2445318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Entering Unmasked Estep 
Score: -3635577.250000 Penalty: 2577.217529
	Iteration 0F: 2 clusters Score -3635577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3613245.750000 Penalty: 5154.435059
	Iteration 0F: 3 clusters Score -3613246 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3621307.000000 Penalty: 5154.435059
	Iteration 1F: 3 clusters Score -3621307 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3621813.000000 Penalty: 5154.435059
	Iteration 2Q: 3 clusters Score -3621813 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3622360.000000 Penalty: 5154.435059
	Iteration 3Q: 3 clusters Score -3622360 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3623136.500000 Penalty: 5154.435059
	Iteration 4Q: 3 clusters Score -3623136 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3624507.750000 Penalty: 5154.435059
	Iteration 5F: 3 clusters Score -3624508 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3626881.500000 Penalty: 5154.435059
	Iteration 6F: 3 clusters Score -3626882 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3629720.750000 Penalty: 5154.435059
	Iteration 7F: 3 clusters Score -3629721 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3632082.000000 Penalty: 5154.435059
	Iteration 8F: 3 clusters Score -3632082 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3633675.750000 Penalty: 5154.435059
	Iteration 9F: 3 clusters Score -3633676 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3634536.250000 Penalty: 5154.435059
	Iteration 10Q: 3 clusters Score -3634536 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3635018.750000 Penalty: 5154.435059
	Iteration 11Q: 3 clusters Score -3635019 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3635317.500000 Penalty: 5154.435059
	Iteration 12Q: 3 clusters Score -3635318 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3635553.750000 Penalty: 5154.435059
	Iteration 13Q: 3 clusters Score -3635554 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3635742.500000 Penalty: 5154.435059
	Iteration 14Q: 3 clusters Score -3635742 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3635938.750000 Penalty: 5154.435059
	Iteration 15Q: 3 clusters Score -3635939 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3636047.000000 Penalty: 5154.435059
	Iteration 16Q: 3 clusters Score -3636047 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3636111.500000 Penalty: 5154.435059
	Iteration 17Q: 3 clusters Score -3636112 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3636144.500000 Penalty: 5154.435059
	Iteration 18Q: 3 clusters Score -3636144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3636169.000000 Penalty: 5154.435059
	Iteration 19Q: 3 clusters Score -3636169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3636182.500000 Penalty: 5154.435059
	Iteration 20F: 3 clusters Score -3636182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3636193.250000 Penalty: 5154.435059
	Iteration 21Q: 3 clusters Score -3636193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3636208.500000 Penalty: 5154.435059
	Iteration 22Q: 3 clusters Score -3636208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3636211.000000 Penalty: 5154.435059
	Iteration 23Q: 3 clusters Score -3636211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3636212.750000 Penalty: 5154.435059
	Iteration 24Q: 3 clusters Score -3636213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3636223.000000 Penalty: 5154.435059
	Iteration 25Q: 3 clusters Score -3636223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3636223.750000 Penalty: 5154.435059
	Iteration 26Q: 3 clusters Score -3636224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3636237.750000 Penalty: 5154.435059
	Iteration 27Q: 3 clusters Score -3636238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3636244.500000 Penalty: 5154.435059
	Iteration 28Q: 3 clusters Score -3636244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3636243.750000 Penalty: 5154.435059
	Iteration 29Q: 3 clusters Score -3636244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3636246.750000 Penalty: 5154.435059
	Iteration 30Q: 3 clusters Score -3636247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3636251.500000 Penalty: 5154.435059
	Iteration 31Q: 3 clusters Score -3636252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3636247.500000 Penalty: 5154.435059
	Iteration 32Q: 3 clusters Score -3636248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3636249.250000 Penalty: 5154.435059
	Iteration 33Q: 3 clusters Score -3636249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3636249.500000 Penalty: 5154.435059
	Iteration 34Q: 3 clusters Score -3636250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3636250.750000 Penalty: 5154.435059
	Iteration 35Q: 3 clusters Score -3636251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3636252.500000 Penalty: 5154.435059
	Iteration 36Q: 3 clusters Score -3636252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3636252.750000 Penalty: 5154.435059
	Iteration 37Q: 3 clusters Score -3636253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3636254.250000 Penalty: 5154.435059
	Iteration 38Q: 3 clusters Score -3636254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3636253.250000 Penalty: 5154.435059
	Iteration 39Q: 3 clusters Score -3636253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3636254.000000 Penalty: 5154.435059
	Iteration 40F: 3 clusters Score -3636254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3636253.000000 Penalty: 5154.435059
	Iteration 41Q: 3 clusters Score -3636253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -3636255.750000 Penalty: 5154.435059
	Iteration 42Q: 3 clusters Score -3636256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3636250.500000 Penalty: 5154.435059
	Iteration 43Q: 3 clusters Score -3636250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3636254.750000 Penalty: 5154.435059
	Iteration 44Q: 3 clusters Score -3636255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3636252.000000 Penalty: 5154.435059
	Iteration 45Q: 3 clusters Score -3636252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3636252.250000 Penalty: 5154.435059
	Iteration 46Q: 3 clusters Score -3636252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3636252.000000 Penalty: 5154.435059
	Iteration 47Q: 3 clusters Score -3636252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3636250.500000 Penalty: 5154.435059
	Iteration 48Q: 3 clusters Score -3636250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3636250.500000 Penalty: 5154.435059
	Iteration 49F: 3 clusters Score -3636250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 30493 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 126438 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 269221 members 
Mstep: Class 20 contains 8726 members 
Entering Unmasked Estep 
Score: -114453600.000000 Penalty: 58317.722656
Splitting cluster 7 changes total score from -114449504.000000 to -114453600.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (122515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Entering Unmasked Estep 
Score: -14160316.000000 Penalty: 2905.565186
	Iteration 0F: 2 clusters Score -1.416032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -14078385.000000 Penalty: 5811.130371
	Iteration 0F: 3 clusters Score -1.407838e+07 nChanged 58089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -14111900.000000 Penalty: 5811.130371
	Iteration 1F: 3 clusters Score -1.41119e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -14112793.000000 Penalty: 5811.130371
	Iteration 2Q: 3 clusters Score -1.411279e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -14113591.000000 Penalty: 5811.130371
	Iteration 3Q: 3 clusters Score -1.411359e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -14114367.000000 Penalty: 5811.130371
	Iteration 4Q: 3 clusters Score -1.411437e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -14115111.000000 Penalty: 5811.130371
	Iteration 5Q: 3 clusters Score -1.411511e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -14116071.000000 Penalty: 5811.130371
	Iteration 6Q: 3 clusters Score -1.411607e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -14117441.000000 Penalty: 5811.130371
	Iteration 7Q: 3 clusters Score -1.411744e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -14119283.000000 Penalty: 5811.130371
	Iteration 8Q: 3 clusters Score -1.411928e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -14121994.000000 Penalty: 5811.130371
	Iteration 9Q: 3 clusters Score -1.412199e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -14125796.000000 Penalty: 5811.130371
	Iteration 10F: 3 clusters Score -1.41258e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -14130367.000000 Penalty: 5811.130371
	Iteration 11F: 3 clusters Score -1.413037e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -14135132.000000 Penalty: 5811.130371
	Iteration 12F: 3 clusters Score -1.413513e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -14139627.000000 Penalty: 5811.130371
	Iteration 13F: 3 clusters Score -1.413963e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -14143608.000000 Penalty: 5811.130371
	Iteration 14Q: 3 clusters Score -1.414361e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -14146573.000000 Penalty: 5811.130371
	Iteration 15Q: 3 clusters Score -1.414657e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -14148587.000000 Penalty: 5811.130371
	Iteration 16Q: 3 clusters Score -1.414859e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -14149918.000000 Penalty: 5811.130371
	Iteration 17Q: 3 clusters Score -1.414992e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -14151013.000000 Penalty: 5811.130371
	Iteration 18Q: 3 clusters Score -1.415101e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -14151909.000000 Penalty: 5811.130371
	Iteration 19Q: 3 clusters Score -1.415191e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -14152693.000000 Penalty: 5811.130371
	Iteration 20F: 3 clusters Score -1.415269e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -14153370.000000 Penalty: 5811.130371
	Iteration 21Q: 3 clusters Score -1.415337e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -14153984.000000 Penalty: 5811.130371
	Iteration 22Q: 3 clusters Score -1.415398e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -14154530.000000 Penalty: 5811.130371
	Iteration 23Q: 3 clusters Score -1.415453e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -14155082.000000 Penalty: 5811.130371
	Iteration 24Q: 3 clusters Score -1.415508e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -14155495.000000 Penalty: 5811.130371
	Iteration 25Q: 3 clusters Score -1.41555e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 116182 members 
Entering Unmasked Estep 
Score: -14155909.000000 Penalty: 5811.130371
	Iteration 26Q: 3 clusters Score -1.415591e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -14156292.000000 Penalty: 5811.130371
	Iteration 27Q: 3 clusters Score -1.415629e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 117728 members 
Entering Unmasked Estep 
Score: -14156614.000000 Penalty: 5811.130371
	Iteration 28Q: 3 clusters Score -1.415661e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -14156888.000000 Penalty: 5811.130371
	Iteration 29Q: 3 clusters Score -1.415689e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 118883 members 
Entering Unmasked Estep 
Score: -14157088.000000 Penalty: 5811.130371
	Iteration 30Q: 3 clusters Score -1.415709e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -14157326.000000 Penalty: 5811.130371
	Iteration 31Q: 3 clusters Score -1.415733e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -14157457.000000 Penalty: 5811.130371
	Iteration 32Q: 3 clusters Score -1.415746e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -14157570.000000 Penalty: 5811.130371
	Iteration 33Q: 3 clusters Score -1.415757e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 120200 members 
Entering Unmasked Estep 
Score: -14157670.000000 Penalty: 5811.130371
	Iteration 34Q: 3 clusters Score -1.415767e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -14157766.000000 Penalty: 5811.130371
	Iteration 35Q: 3 clusters Score -1.415777e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -14157835.000000 Penalty: 5811.130371
	Iteration 36Q: 3 clusters Score -1.415784e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -14157868.000000 Penalty: 5811.130371
	Iteration 37Q: 3 clusters Score -1.415787e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -14157892.000000 Penalty: 5811.130371
	Iteration 38Q: 3 clusters Score -1.415789e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -14157906.000000 Penalty: 5811.130371
	Iteration 39Q: 3 clusters Score -1.415791e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 120853 members 
Entering Unmasked Estep 
Score: -14157927.000000 Penalty: 5811.130371
	Iteration 40F: 3 clusters Score -1.415793e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 120898 members 
Entering Unmasked Estep 
Score: -14157947.000000 Penalty: 5811.130371
	Iteration 41Q: 3 clusters Score -1.415795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 120934 members 
Entering Unmasked Estep 
Score: -14157948.000000 Penalty: 5811.130371
	Iteration 42Q: 3 clusters Score -1.415795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -14157967.000000 Penalty: 5811.130371
	Iteration 43Q: 3 clusters Score -1.415797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -14157963.000000 Penalty: 5811.130371
	Iteration 44Q: 3 clusters Score -1.415796e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -14157964.000000 Penalty: 5811.130371
	Iteration 45Q: 3 clusters Score -1.415796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 121058 members 
Entering Unmasked Estep 
Score: -14157991.000000 Penalty: 5811.130371
	Iteration 46Q: 3 clusters Score -1.415799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -14158002.000000 Penalty: 5811.130371
	Iteration 47Q: 3 clusters Score -1.4158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 121091 members 
Entering Unmasked Estep 
Score: -14158004.000000 Penalty: 5811.130371
	Iteration 48Q: 3 clusters Score -1.4158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -14158007.000000 Penalty: 5811.130371
	Iteration 49Q: 3 clusters Score -1.415801e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -14158019.000000 Penalty: 5811.130371
	Iteration 50Q: 3 clusters Score -1.415802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 121147 members 
Entering Unmasked Estep 
Score: -14158029.000000 Penalty: 5811.130371
	Iteration 51Q: 3 clusters Score -1.415803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 121167 members 
Entering Unmasked Estep 
Score: -14158030.000000 Penalty: 5811.130371
	Iteration 52Q: 3 clusters Score -1.415803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -14158056.000000 Penalty: 5811.130371
	Iteration 53Q: 3 clusters Score -1.415806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -14158061.000000 Penalty: 5811.130371
	Iteration 54Q: 3 clusters Score -1.415806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -14158070.000000 Penalty: 5811.130371
	Iteration 55Q: 3 clusters Score -1.415807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -14158068.000000 Penalty: 5811.130371
	Iteration 56Q: 3 clusters Score -1.415807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 121242 members 
Entering Unmasked Estep 
Score: -14158074.000000 Penalty: 5811.130371
	Iteration 57Q: 3 clusters Score -1.415807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 121248 members 
Entering Unmasked Estep 
Score: -14158066.000000 Penalty: 5811.130371
	Iteration 58Q: 3 clusters Score -1.415807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -14158074.000000 Penalty: 5811.130371
	Iteration 59Q: 3 clusters Score -1.415807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -14158084.000000 Penalty: 5811.130371
	Iteration 60F: 3 clusters Score -1.415808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -14158085.000000 Penalty: 5811.130371
	Iteration 61Q: 3 clusters Score -1.415808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -14158096.000000 Penalty: 5811.130371
	Iteration 62Q: 3 clusters Score -1.41581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 121284 members 
Entering Unmasked Estep 
Score: -14158104.000000 Penalty: 5811.130371
	Iteration 63Q: 3 clusters Score -1.41581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -14158102.000000 Penalty: 5811.130371
	Iteration 64Q: 3 clusters Score -1.41581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 121310 members 
Entering Unmasked Estep 
Score: -14158106.000000 Penalty: 5811.130371
	Iteration 65Q: 3 clusters Score -1.415811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 121315 members 
Entering Unmasked Estep 
Score: -14158112.000000 Penalty: 5811.130371
	Iteration 66Q: 3 clusters Score -1.415811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -14158111.000000 Penalty: 5811.130371
	Iteration 67Q: 3 clusters Score -1.415811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 121325 members 
Entering Unmasked Estep 
Score: -14158123.000000 Penalty: 5811.130371
	Iteration 68Q: 3 clusters Score -1.415812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 121329 members 
Entering Unmasked Estep 
Score: -14158109.000000 Penalty: 5811.130371
	Iteration 69Q: 3 clusters Score -1.415811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -14158103.000000 Penalty: 5811.130371
	Iteration 70Q: 3 clusters Score -1.41581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -14158095.000000 Penalty: 5811.130371
	Iteration 71Q: 3 clusters Score -1.41581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 121345 members 
Entering Unmasked Estep 
Score: -14158111.000000 Penalty: 5811.130371
	Iteration 72Q: 3 clusters Score -1.415811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -14158104.000000 Penalty: 5811.130371
	Iteration 73Q: 3 clusters Score -1.41581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -14158111.000000 Penalty: 5811.130371
	Iteration 74Q: 3 clusters Score -1.415811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -14158112.000000 Penalty: 5811.130371
	Iteration 75Q: 3 clusters Score -1.415811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -14158116.000000 Penalty: 5811.130371
	Iteration 76Q: 3 clusters Score -1.415812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -14158114.000000 Penalty: 5811.130371
	Iteration 77Q: 3 clusters Score -1.415811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -14158118.000000 Penalty: 5811.130371
	Iteration 78Q: 3 clusters Score -1.415812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -14158118.000000 Penalty: 5811.130371
	Iteration 79F: 3 clusters Score -1.415812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (319230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319230 members 
Entering Unmasked Estep 
Score: -36491372.000000 Penalty: 3143.069336
	Iteration 0F: 2 clusters Score -3.649137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -36294752.000000 Penalty: 6286.138672
	Iteration 0F: 3 clusters Score -3.629475e+07 nChanged 154715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -36387168.000000 Penalty: 6286.138672
	Iteration 1F: 3 clusters Score -3.638717e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 176274 members 
Entering Unmasked Estep 
Score: -36389364.000000 Penalty: 6286.138672
	Iteration 2Q: 3 clusters Score -3.638936e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133978 members 
Mstep: Class 2 contains 185252 members 
Entering Unmasked Estep 
Score: -36392996.000000 Penalty: 6286.138672
	Iteration 3Q: 3 clusters Score -3.6393e+07 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 198119 members 
Entering Unmasked Estep 
Score: -36398884.000000 Penalty: 6286.138672
	Iteration 4Q: 3 clusters Score -3.639888e+07 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 215578 members 
Entering Unmasked Estep 
Score: -36408484.000000 Penalty: 6286.138672
	Iteration 5F: 3 clusters Score -3.640848e+07 nChanged 22614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 236878 members 
Entering Unmasked Estep 
Score: -36423992.000000 Penalty: 6286.138672
	Iteration 6F: 3 clusters Score -3.642399e+07 nChanged 23193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 259205 members 
Entering Unmasked Estep 
Score: -36442672.000000 Penalty: 6286.138672
	Iteration 7F: 3 clusters Score -3.644267e+07 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 277690 members 
Entering Unmasked Estep 
Score: -36459436.000000 Penalty: 6286.138672
	Iteration 8F: 3 clusters Score -3.645944e+07 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 289849 members 
Entering Unmasked Estep 
Score: -36471040.000000 Penalty: 6286.138672
	Iteration 9Q: 3 clusters Score -3.647104e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 297382 members 
Entering Unmasked Estep 
Score: -36477048.000000 Penalty: 6286.138672
	Iteration 10Q: 3 clusters Score -3.647705e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 302081 members 
Entering Unmasked Estep 
Score: -36479988.000000 Penalty: 6286.138672
	Iteration 11Q: 3 clusters Score -3.647999e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 305380 members 
Entering Unmasked Estep 
Score: -36481940.000000 Penalty: 6286.138672
	Iteration 12Q: 3 clusters Score -3.648194e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 307852 members 
Entering Unmasked Estep 
Score: -36483452.000000 Penalty: 6286.138672
	Iteration 13Q: 3 clusters Score -3.648345e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 309831 members 
Entering Unmasked Estep 
Score: -36484616.000000 Penalty: 6286.138672
	Iteration 14Q: 3 clusters Score -3.648462e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 311412 members 
Entering Unmasked Estep 
Score: -36485384.000000 Penalty: 6286.138672
	Iteration 15Q: 3 clusters Score -3.648538e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 312721 members 
Entering Unmasked Estep 
Score: -36486160.000000 Penalty: 6286.138672
	Iteration 16Q: 3 clusters Score -3.648616e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 313767 members 
Entering Unmasked Estep 
Score: -36486644.000000 Penalty: 6286.138672
	Iteration 17Q: 3 clusters Score -3.648664e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 314604 members 
Entering Unmasked Estep 
Score: -36487112.000000 Penalty: 6286.138672
	Iteration 18Q: 3 clusters Score -3.648711e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 315281 members 
Entering Unmasked Estep 
Score: -36487504.000000 Penalty: 6286.138672
	Iteration 19Q: 3 clusters Score -3.64875e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 315854 members 
Entering Unmasked Estep 
Score: -36487812.000000 Penalty: 6286.138672
	Iteration 20F: 3 clusters Score -3.648781e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 316331 members 
Entering Unmasked Estep 
Score: -36488120.000000 Penalty: 6286.138672
	Iteration 21Q: 3 clusters Score -3.648812e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 316676 members 
Entering Unmasked Estep 
Score: -36488240.000000 Penalty: 6286.138672
	Iteration 22Q: 3 clusters Score -3.648824e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 316947 members 
Entering Unmasked Estep 
Score: -36488404.000000 Penalty: 6286.138672
	Iteration 23Q: 3 clusters Score -3.64884e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 317157 members 
Entering Unmasked Estep 
Score: -36488464.000000 Penalty: 6286.138672
	Iteration 24Q: 3 clusters Score -3.648846e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 317339 members 
Entering Unmasked Estep 
Score: -36488624.000000 Penalty: 6286.138672
	Iteration 25Q: 3 clusters Score -3.648862e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 317478 members 
Entering Unmasked Estep 
Score: -36488704.000000 Penalty: 6286.138672
	Iteration 26Q: 3 clusters Score -3.64887e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 317586 members 
Entering Unmasked Estep 
Score: -36488696.000000 Penalty: 6286.138672
	Iteration 27Q: 3 clusters Score -3.64887e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 317671 members 
Entering Unmasked Estep 
Score: -36488704.000000 Penalty: 6286.138672
	Iteration 28Q: 3 clusters Score -3.64887e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 317740 members 
Entering Unmasked Estep 
Score: -36488696.000000 Penalty: 6286.138672
	Iteration 29Q: 3 clusters Score -3.64887e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 317806 members 
Entering Unmasked Estep 
Score: -36488728.000000 Penalty: 6286.138672
	Iteration 30Q: 3 clusters Score -3.648873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 317863 members 
Entering Unmasked Estep 
Score: -36488732.000000 Penalty: 6286.138672
	Iteration 31Q: 3 clusters Score -3.648873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 317906 members 
Entering Unmasked Estep 
Score: -36488756.000000 Penalty: 6286.138672
	Iteration 32Q: 3 clusters Score -3.648876e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 317936 members 
Entering Unmasked Estep 
Score: -36488784.000000 Penalty: 6286.138672
	Iteration 33Q: 3 clusters Score -3.648878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 317957 members 
Entering Unmasked Estep 
Score: -36488772.000000 Penalty: 6286.138672
	Iteration 34Q: 3 clusters Score -3.648877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 317982 members 
Entering Unmasked Estep 
Score: -36488784.000000 Penalty: 6286.138672
	Iteration 35Q: 3 clusters Score -3.648878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 318006 members 
Entering Unmasked Estep 
Score: -36488808.000000 Penalty: 6286.138672
	Iteration 36Q: 3 clusters Score -3.648881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 318030 members 
Entering Unmasked Estep 
Score: -36488812.000000 Penalty: 6286.138672
	Iteration 37Q: 3 clusters Score -3.648881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 318046 members 
Entering Unmasked Estep 
Score: -36488816.000000 Penalty: 6286.138672
	Iteration 38Q: 3 clusters Score -3.648882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 318058 members 
Entering Unmasked Estep 
Score: -36488812.000000 Penalty: 6286.138672
	Iteration 39Q: 3 clusters Score -3.648881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 318065 members 
Entering Unmasked Estep 
Score: -36488828.000000 Penalty: 6286.138672
	Iteration 40F: 3 clusters Score -3.648883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 318076 members 
Entering Unmasked Estep 
Score: -36488792.000000 Penalty: 6286.138672
	Iteration 41Q: 3 clusters Score -3.648879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 318087 members 
Entering Unmasked Estep 
Score: -36488828.000000 Penalty: 6286.138672
	Iteration 42Q: 3 clusters Score -3.648883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 318097 members 
Entering Unmasked Estep 
Score: -36488812.000000 Penalty: 6286.138672
	Iteration 43Q: 3 clusters Score -3.648881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 318105 members 
Entering Unmasked Estep 
Score: -36488824.000000 Penalty: 6286.138672
	Iteration 44Q: 3 clusters Score -3.648882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 318112 members 
Entering Unmasked Estep 
Score: -36488832.000000 Penalty: 6286.138672
	Iteration 45Q: 3 clusters Score -3.648883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 318122 members 
Entering Unmasked Estep 
Score: -36488856.000000 Penalty: 6286.138672
	Iteration 46Q: 3 clusters Score -3.648886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 318125 members 
Entering Unmasked Estep 
Score: -36488876.000000 Penalty: 6286.138672
	Iteration 47Q: 3 clusters Score -3.648888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 318128 members 
Entering Unmasked Estep 
Score: -36488868.000000 Penalty: 6286.138672
	Iteration 48Q: 3 clusters Score -3.648887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 318132 members 
Entering Unmasked Estep 
Score: -36488876.000000 Penalty: 6286.138672
	Iteration 49Q: 3 clusters Score -3.648888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 318144 members 
Entering Unmasked Estep 
Score: -36488896.000000 Penalty: 6286.138672
	Iteration 50Q: 3 clusters Score -3.64889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 318152 members 
Entering Unmasked Estep 
Score: -36488884.000000 Penalty: 6286.138672
	Iteration 51Q: 3 clusters Score -3.648888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 318157 members 
Entering Unmasked Estep 
Score: -36488888.000000 Penalty: 6286.138672
	Iteration 52Q: 3 clusters Score -3.648889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 318158 members 
Entering Unmasked Estep 
Score: -36488884.000000 Penalty: 6286.138672
	Iteration 53Q: 3 clusters Score -3.648888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 318159 members 
Entering Unmasked Estep 
Score: -36488892.000000 Penalty: 6286.138672
	Iteration 54Q: 3 clusters Score -3.648889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 318160 members 
Entering Unmasked Estep 
Score: -36488880.000000 Penalty: 6286.138672
	Iteration 55Q: 3 clusters Score -3.648888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 318162 members 
Entering Unmasked Estep 
Score: -36488900.000000 Penalty: 6286.138672
	Iteration 56Q: 3 clusters Score -3.64889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 318167 members 
Entering Unmasked Estep 
Score: -36488892.000000 Penalty: 6286.138672
	Iteration 57Q: 3 clusters Score -3.648889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 318170 members 
Entering Unmasked Estep 
Score: -36488916.000000 Penalty: 6286.138672
	Iteration 58Q: 3 clusters Score -3.648892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 318176 members 
Entering Unmasked Estep 
Score: -36488924.000000 Penalty: 6286.138672
	Iteration 59Q: 3 clusters Score -3.648892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 318180 members 
Entering Unmasked Estep 
Score: -36488920.000000 Penalty: 6286.138672
	Iteration 60F: 3 clusters Score -3.648892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 318181 members 
Entering Unmasked Estep 
Score: -36488936.000000 Penalty: 6286.138672
	Iteration 61Q: 3 clusters Score -3.648894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 318181 members 
Entering Unmasked Estep 
Score: -36488936.000000 Penalty: 6286.138672
	Iteration 62Q: 3 clusters Score -3.648894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 318181 members 
Entering Unmasked Estep 
Score: -36488920.000000 Penalty: 6286.138672
	Iteration 63Q: 3 clusters Score -3.648892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 318183 members 
Entering Unmasked Estep 
Score: -36488912.000000 Penalty: 6286.138672
	Iteration 64Q: 3 clusters Score -3.648891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 318185 members 
Entering Unmasked Estep 
Score: -36488916.000000 Penalty: 6286.138672
	Iteration 65Q: 3 clusters Score -3.648892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 318186 members 
Entering Unmasked Estep 
Score: -36488916.000000 Penalty: 6286.138672
	Iteration 66Q: 3 clusters Score -3.648892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 318187 members 
Entering Unmasked Estep 
Score: -36488924.000000 Penalty: 6286.138672
	Iteration 67Q: 3 clusters Score -3.648892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 318188 members 
Entering Unmasked Estep 
Score: -36488924.000000 Penalty: 6286.138672
	Iteration 68Q: 3 clusters Score -3.648892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 318193 members 
Entering Unmasked Estep 
Score: -36488936.000000 Penalty: 6286.138672
	Iteration 69Q: 3 clusters Score -3.648894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 318197 members 
Entering Unmasked Estep 
Score: -36488952.000000 Penalty: 6286.138672
	Iteration 70Q: 3 clusters Score -3.648895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 318200 members 
Entering Unmasked Estep 
Score: -36488960.000000 Penalty: 6286.138672
	Iteration 71Q: 3 clusters Score -3.648896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 318202 members 
Entering Unmasked Estep 
Score: -36488936.000000 Penalty: 6286.138672
	Iteration 72Q: 3 clusters Score -3.648894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 318203 members 
Entering Unmasked Estep 
Score: -36488928.000000 Penalty: 6286.138672
	Iteration 73Q: 3 clusters Score -3.648893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 318204 members 
Entering Unmasked Estep 
Score: -36488924.000000 Penalty: 6286.138672
	Iteration 74Q: 3 clusters Score -3.648892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 318205 members 
Entering Unmasked Estep 
Score: -36488948.000000 Penalty: 6286.138672
	Iteration 75Q: 3 clusters Score -3.648895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 318208 members 
Entering Unmasked Estep 
Score: -36488936.000000 Penalty: 6286.138672
	Iteration 76Q: 3 clusters Score -3.648894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 318212 members 
Entering Unmasked Estep 
Score: -36488964.000000 Penalty: 6286.138672
	Iteration 77Q: 3 clusters Score -3.648896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 318214 members 
Entering Unmasked Estep 
Score: -36488960.000000 Penalty: 6286.138672
	Iteration 78Q: 3 clusters Score -3.648896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 318217 members 
Entering Unmasked Estep 
Score: -36488956.000000 Penalty: 6286.138672
	Iteration 79Q: 3 clusters Score -3.648896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 318221 members 
Entering Unmasked Estep 
Score: -36488956.000000 Penalty: 6286.138672
	Iteration 80F: 3 clusters Score -3.648896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -412359.937500 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -412359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -408658.000000 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -408658 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -409405.031250 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -409405 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -409574.875000 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -409574.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -409704.156250 Penalty: 4064.611572
	Iteration 3F: 3 clusters Score -409704.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -409776.156250 Penalty: 4064.611572
	Iteration 4Q: 3 clusters Score -409776.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -409833.406250 Penalty: 4064.611572
	Iteration 5Q: 3 clusters Score -409833.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -409885.031250 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -409885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -409925.062500 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -409925.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -409950.000000 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -409950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -409974.687500 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -409974.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -409998.218750 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -409998.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -410026.093750 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -410026.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -410049.000000 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -410049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -410073.906250 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -410073.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -410101.062500 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -410101.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -410126.375000 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -410126.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -410149.281250 Penalty: 4064.611572
	Iteration 16Q: 3 clusters Score -410149.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -410175.968750 Penalty: 4064.611572
	Iteration 17Q: 3 clusters Score -410176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -410194.031250 Penalty: 4064.611572
	Iteration 18Q: 3 clusters Score -410194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -410207.406250 Penalty: 4064.611572
	Iteration 19Q: 3 clusters Score -410207.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -410221.781250 Penalty: 4064.611572
	Iteration 20F: 3 clusters Score -410221.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -410239.531250 Penalty: 4064.611572
	Iteration 21Q: 3 clusters Score -410239.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -410257.968750 Penalty: 4064.611572
	Iteration 22Q: 3 clusters Score -410258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -410278.187500 Penalty: 4064.611572
	Iteration 23Q: 3 clusters Score -410278.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -410296.500000 Penalty: 4064.611572
	Iteration 24Q: 3 clusters Score -410296.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -410316.812500 Penalty: 4064.611572
	Iteration 25Q: 3 clusters Score -410316.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -410335.062500 Penalty: 4064.611572
	Iteration 26Q: 3 clusters Score -410335.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -410347.187500 Penalty: 4064.611572
	Iteration 27Q: 3 clusters Score -410347.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -410358.312500 Penalty: 4064.611572
	Iteration 28Q: 3 clusters Score -410358.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -410370.781250 Penalty: 4064.611572
	Iteration 29Q: 3 clusters Score -410370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -410381.500000 Penalty: 4064.611572
	Iteration 30Q: 3 clusters Score -410381.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -410390.625000 Penalty: 4064.611572
	Iteration 31Q: 3 clusters Score -410390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -410399.375000 Penalty: 4064.611572
	Iteration 32Q: 3 clusters Score -410399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -410412.781250 Penalty: 4064.611572
	Iteration 33Q: 3 clusters Score -410412.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -410431.281250 Penalty: 4064.611572
	Iteration 34Q: 3 clusters Score -410431.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -410454.843750 Penalty: 4064.611572
	Iteration 35Q: 3 clusters Score -410454.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -410468.906250 Penalty: 4064.611572
	Iteration 36Q: 3 clusters Score -410468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -410476.406250 Penalty: 4064.611572
	Iteration 37Q: 3 clusters Score -410476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -410482.187500 Penalty: 4064.611572
	Iteration 38Q: 3 clusters Score -410482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -410493.625000 Penalty: 4064.611572
	Iteration 39Q: 3 clusters Score -410493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -410503.593750 Penalty: 4064.611572
	Iteration 40F: 3 clusters Score -410503.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -410508.406250 Penalty: 4064.611572
	Iteration 41Q: 3 clusters Score -410508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -410515.625000 Penalty: 4064.611572
	Iteration 42Q: 3 clusters Score -410515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -410524.187500 Penalty: 4064.611572
	Iteration 43Q: 3 clusters Score -410524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -410526.781250 Penalty: 4064.611572
	Iteration 44Q: 3 clusters Score -410526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -410529.187500 Penalty: 4064.611572
	Iteration 45Q: 3 clusters Score -410529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -410531.781250 Penalty: 4064.611572
	Iteration 46Q: 3 clusters Score -410531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -410536.343750 Penalty: 4064.611572
	Iteration 47Q: 3 clusters Score -410536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -410541.406250 Penalty: 4064.611572
	Iteration 48Q: 3 clusters Score -410541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -410542.687500 Penalty: 4064.611572
	Iteration 49Q: 3 clusters Score -410542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -410544.406250 Penalty: 4064.611572
	Iteration 50Q: 3 clusters Score -410544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -410544.875000 Penalty: 4064.611572
	Iteration 51Q: 3 clusters Score -410544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -410545.312500 Penalty: 4064.611572
	Iteration 52Q: 3 clusters Score -410545.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -410545.312500 Penalty: 4064.611572
	Iteration 53F: 3 clusters Score -410545.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Entering Unmasked Estep 
Score: -14636986.000000 Penalty: 2913.381836
	Iteration 0F: 2 clusters Score -1.463699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -14552232.000000 Penalty: 5826.763672
	Iteration 0F: 3 clusters Score -1.455223e+07 nChanged 60278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -14588668.000000 Penalty: 5826.763672
	Iteration 1F: 3 clusters Score -1.458867e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -14592174.000000 Penalty: 5826.763672
	Iteration 2F: 3 clusters Score -1.459217e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -14597883.000000 Penalty: 5826.763672
	Iteration 3F: 3 clusters Score -1.459788e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -14606198.000000 Penalty: 5826.763672
	Iteration 4F: 3 clusters Score -1.46062e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -14616583.000000 Penalty: 5826.763672
	Iteration 5F: 3 clusters Score -1.461658e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -14626087.000000 Penalty: 5826.763672
	Iteration 6F: 3 clusters Score -1.462609e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -14632478.000000 Penalty: 5826.763672
	Iteration 7Q: 3 clusters Score -1.463248e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -14635156.000000 Penalty: 5826.763672
	Iteration 8Q: 3 clusters Score -1.463516e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108096 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -14636187.000000 Penalty: 5826.763672
	Iteration 9Q: 3 clusters Score -1.463619e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -14636760.000000 Penalty: 5826.763672
	Iteration 10Q: 3 clusters Score -1.463676e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110192 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -14637027.000000 Penalty: 5826.763672
	Iteration 11Q: 3 clusters Score -1.463703e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -14637238.000000 Penalty: 5826.763672
	Iteration 12Q: 3 clusters Score -1.463724e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -14637443.000000 Penalty: 5826.763672
	Iteration 13Q: 3 clusters Score -1.463744e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -14637598.000000 Penalty: 5826.763672
	Iteration 14Q: 3 clusters Score -1.46376e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113134 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -14637713.000000 Penalty: 5826.763672
	Iteration 15Q: 3 clusters Score -1.463771e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -14637828.000000 Penalty: 5826.763672
	Iteration 16Q: 3 clusters Score -1.463783e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -14637929.000000 Penalty: 5826.763672
	Iteration 17Q: 3 clusters Score -1.463793e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -14638027.000000 Penalty: 5826.763672
	Iteration 18Q: 3 clusters Score -1.463803e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -14638095.000000 Penalty: 5826.763672
	Iteration 19Q: 3 clusters Score -1.46381e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -14638235.000000 Penalty: 5826.763672
	Iteration 20F: 3 clusters Score -1.463824e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -14638300.000000 Penalty: 5826.763672
	Iteration 21Q: 3 clusters Score -1.46383e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116338 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -14638334.000000 Penalty: 5826.763672
	Iteration 22Q: 3 clusters Score -1.463833e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116651 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -14638403.000000 Penalty: 5826.763672
	Iteration 23Q: 3 clusters Score -1.46384e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116941 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -14638433.000000 Penalty: 5826.763672
	Iteration 24Q: 3 clusters Score -1.463843e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -14638475.000000 Penalty: 5826.763672
	Iteration 25Q: 3 clusters Score -1.463848e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -14638511.000000 Penalty: 5826.763672
	Iteration 26Q: 3 clusters Score -1.463851e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117619 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -14638563.000000 Penalty: 5826.763672
	Iteration 27Q: 3 clusters Score -1.463856e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -14638584.000000 Penalty: 5826.763672
	Iteration 28Q: 3 clusters Score -1.463858e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -14638603.000000 Penalty: 5826.763672
	Iteration 29Q: 3 clusters Score -1.46386e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -14638630.000000 Penalty: 5826.763672
	Iteration 30Q: 3 clusters Score -1.463863e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118210 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -14638627.000000 Penalty: 5826.763672
	Iteration 31Q: 3 clusters Score -1.463863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118316 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -14638649.000000 Penalty: 5826.763672
	Iteration 32Q: 3 clusters Score -1.463865e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -14638642.000000 Penalty: 5826.763672
	Iteration 33Q: 3 clusters Score -1.463864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -14638625.000000 Penalty: 5826.763672
	Iteration 34Q: 3 clusters Score -1.463862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118533 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -14638606.000000 Penalty: 5826.763672
	Iteration 35Q: 3 clusters Score -1.463861e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -14638622.000000 Penalty: 5826.763672
	Iteration 36Q: 3 clusters Score -1.463862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -14638625.000000 Penalty: 5826.763672
	Iteration 37Q: 3 clusters Score -1.463862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -14638637.000000 Penalty: 5826.763672
	Iteration 38Q: 3 clusters Score -1.463864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118694 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -14638652.000000 Penalty: 5826.763672
	Iteration 39Q: 3 clusters Score -1.463865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -14638655.000000 Penalty: 5826.763672
	Iteration 40F: 3 clusters Score -1.463866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -14638654.000000 Penalty: 5826.763672
	Iteration 41Q: 3 clusters Score -1.463865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -14638643.000000 Penalty: 5826.763672
	Iteration 42Q: 3 clusters Score -1.463864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -14638648.000000 Penalty: 5826.763672
	Iteration 43Q: 3 clusters Score -1.463865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -14638652.000000 Penalty: 5826.763672
	Iteration 44Q: 3 clusters Score -1.463865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -14638655.000000 Penalty: 5826.763672
	Iteration 45Q: 3 clusters Score -1.463866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -14638646.000000 Penalty: 5826.763672
	Iteration 46Q: 3 clusters Score -1.463865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -14638652.000000 Penalty: 5826.763672
	Iteration 47Q: 3 clusters Score -1.463865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -14638649.000000 Penalty: 5826.763672
	Iteration 48Q: 3 clusters Score -1.463865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -14638647.000000 Penalty: 5826.763672
	Iteration 49Q: 3 clusters Score -1.463865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118965 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -14638662.000000 Penalty: 5826.763672
	Iteration 50Q: 3 clusters Score -1.463866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -14638668.000000 Penalty: 5826.763672
	Iteration 51Q: 3 clusters Score -1.463867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118998 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -14638673.000000 Penalty: 5826.763672
	Iteration 52Q: 3 clusters Score -1.463867e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -14638670.000000 Penalty: 5826.763672
	Iteration 53Q: 3 clusters Score -1.463867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -14638655.000000 Penalty: 5826.763672
	Iteration 54Q: 3 clusters Score -1.463866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -14638663.000000 Penalty: 5826.763672
	Iteration 55Q: 3 clusters Score -1.463866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -14638660.000000 Penalty: 5826.763672
	Iteration 56Q: 3 clusters Score -1.463866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -14638641.000000 Penalty: 5826.763672
	Iteration 57Q: 3 clusters Score -1.463864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -14638633.000000 Penalty: 5826.763672
	Iteration 58Q: 3 clusters Score -1.463863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119157 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -14638618.000000 Penalty: 5826.763672
	Iteration 59Q: 3 clusters Score -1.463862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -14638617.000000 Penalty: 5826.763672
	Iteration 60F: 3 clusters Score -1.463862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -14638591.000000 Penalty: 5826.763672
	Iteration 61Q: 3 clusters Score -1.463859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119243 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -14638612.000000 Penalty: 5826.763672
	Iteration 62Q: 3 clusters Score -1.463861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -14638626.000000 Penalty: 5826.763672
	Iteration 63Q: 3 clusters Score -1.463863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119298 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -14638632.000000 Penalty: 5826.763672
	Iteration 64Q: 3 clusters Score -1.463863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119327 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -14638614.000000 Penalty: 5826.763672
	Iteration 65Q: 3 clusters Score -1.463861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -14638612.000000 Penalty: 5826.763672
	Iteration 66Q: 3 clusters Score -1.463861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -14638614.000000 Penalty: 5826.763672
	Iteration 67Q: 3 clusters Score -1.463861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -14638614.000000 Penalty: 5826.763672
	Iteration 68Q: 3 clusters Score -1.463861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -14638625.000000 Penalty: 5826.763672
	Iteration 69Q: 3 clusters Score -1.463862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -14638638.000000 Penalty: 5826.763672
	Iteration 70Q: 3 clusters Score -1.463864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -14638632.000000 Penalty: 5826.763672
	Iteration 71Q: 3 clusters Score -1.463863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -14638632.000000 Penalty: 5826.763672
	Iteration 72Q: 3 clusters Score -1.463863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119481 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -14638627.000000 Penalty: 5826.763672
	Iteration 73Q: 3 clusters Score -1.463863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -14638629.000000 Penalty: 5826.763672
	Iteration 74Q: 3 clusters Score -1.463863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -14638631.000000 Penalty: 5826.763672
	Iteration 75Q: 3 clusters Score -1.463863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119523 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -14638614.000000 Penalty: 5826.763672
	Iteration 76Q: 3 clusters Score -1.463861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -14638608.000000 Penalty: 5826.763672
	Iteration 77Q: 3 clusters Score -1.463861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119547 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -14638618.000000 Penalty: 5826.763672
	Iteration 78Q: 3 clusters Score -1.463862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -14638610.000000 Penalty: 5826.763672
	Iteration 79Q: 3 clusters Score -1.463861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -14638607.000000 Penalty: 5826.763672
	Iteration 80F: 3 clusters Score -1.463861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119575 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -14638614.000000 Penalty: 5826.763672
	Iteration 81Q: 3 clusters Score -1.463861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -14638611.000000 Penalty: 5826.763672
	Iteration 82Q: 3 clusters Score -1.463861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -14638611.000000 Penalty: 5826.763672
	Iteration 83Q: 3 clusters Score -1.463861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -14638618.000000 Penalty: 5826.763672
	Iteration 84Q: 3 clusters Score -1.463862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -14638625.000000 Penalty: 5826.763672
	Iteration 85Q: 3 clusters Score -1.463862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -14638619.000000 Penalty: 5826.763672
	Iteration 86Q: 3 clusters Score -1.463862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -14638624.000000 Penalty: 5826.763672
	Iteration 87Q: 3 clusters Score -1.463862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -14638611.000000 Penalty: 5826.763672
	Iteration 88Q: 3 clusters Score -1.463861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -14638613.000000 Penalty: 5826.763672
	Iteration 89Q: 3 clusters Score -1.463861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -14638613.000000 Penalty: 5826.763672
	Iteration 90F: 3 clusters Score -1.463861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 30493 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 119628 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 269221 members 
Mstep: Class 20 contains 8726 members 
Entering Unmasked Estep 
Score: -114454144.000000 Penalty: 61748.175781
Splitting cluster 13 changes total score from -114449504.000000 to -114454144.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -229066.062500 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -229066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -226731.750000 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -226731.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -230628.343750 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -230628.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -232611.156250 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -232611.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -233921.718750 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -233921.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -235460.671875 Penalty: 3884.482178
	Iteration 4F: 3 clusters Score -235460.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -236775.734375 Penalty: 3884.482178
	Iteration 5F: 3 clusters Score -236775.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -238192.109375 Penalty: 3884.482178
	Iteration 6F: 3 clusters Score -238192.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -239058.953125 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -239059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -239069.031250 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -239069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -239069.031250 Penalty: 3884.482178
	Iteration 9F: 3 clusters Score -239069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 30493 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 119628 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 269221 members 
Mstep: Class 20 contains 8726 members 
Entering Unmasked Estep 
Score: -114462576.000000 Penalty: 65178.628906
Splitting cluster 15 changes total score from -114449504.000000 to -114462576.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 16 (19119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Entering Unmasked Estep 
Score: -2218916.000000 Penalty: 2444.892578
	Iteration 0F: 2 clusters Score -2218916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2205392.500000 Penalty: 4889.785156
	Iteration 0F: 3 clusters Score -2205392 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2209897.500000 Penalty: 4889.785156
	Iteration 1F: 3 clusters Score -2209898 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2210319.250000 Penalty: 4889.785156
	Iteration 2F: 3 clusters Score -2210319 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2210689.750000 Penalty: 4889.785156
	Iteration 3Q: 3 clusters Score -2210690 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2211021.000000 Penalty: 4889.785156
	Iteration 4Q: 3 clusters Score -2211021 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2211292.750000 Penalty: 4889.785156
	Iteration 5Q: 3 clusters Score -2211293 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2211516.000000 Penalty: 4889.785156
	Iteration 6Q: 3 clusters Score -2211516 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2211723.500000 Penalty: 4889.785156
	Iteration 7Q: 3 clusters Score -2211724 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2211947.250000 Penalty: 4889.785156
	Iteration 8Q: 3 clusters Score -2211947 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2212184.500000 Penalty: 4889.785156
	Iteration 9Q: 3 clusters Score -2212184 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2212469.500000 Penalty: 4889.785156
	Iteration 10Q: 3 clusters Score -2212470 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2212790.500000 Penalty: 4889.785156
	Iteration 11Q: 3 clusters Score -2212790 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2213146.250000 Penalty: 4889.785156
	Iteration 12Q: 3 clusters Score -2213146 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2213565.500000 Penalty: 4889.785156
	Iteration 13Q: 3 clusters Score -2213566 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2214030.250000 Penalty: 4889.785156
	Iteration 14Q: 3 clusters Score -2214030 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2214543.750000 Penalty: 4889.785156
	Iteration 15Q: 3 clusters Score -2214544 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2215053.750000 Penalty: 4889.785156
	Iteration 16Q: 3 clusters Score -2215054 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2215503.250000 Penalty: 4889.785156
	Iteration 17Q: 3 clusters Score -2215503 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2215909.750000 Penalty: 4889.785156
	Iteration 18Q: 3 clusters Score -2215910 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2216246.500000 Penalty: 4889.785156
	Iteration 19Q: 3 clusters Score -2216246 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2216556.250000 Penalty: 4889.785156
	Iteration 20F: 3 clusters Score -2216556 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2216764.750000 Penalty: 4889.785156
	Iteration 21Q: 3 clusters Score -2216765 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2216958.000000 Penalty: 4889.785156
	Iteration 22Q: 3 clusters Score -2216958 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2217081.000000 Penalty: 4889.785156
	Iteration 23Q: 3 clusters Score -2217081 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2217182.500000 Penalty: 4889.785156
	Iteration 24Q: 3 clusters Score -2217182 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2217241.000000 Penalty: 4889.785156
	Iteration 25Q: 3 clusters Score -2217241 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2217297.250000 Penalty: 4889.785156
	Iteration 26Q: 3 clusters Score -2217297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2217351.500000 Penalty: 4889.785156
	Iteration 27Q: 3 clusters Score -2217352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2217393.250000 Penalty: 4889.785156
	Iteration 28Q: 3 clusters Score -2217393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2217423.000000 Penalty: 4889.785156
	Iteration 29Q: 3 clusters Score -2217423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2217458.250000 Penalty: 4889.785156
	Iteration 30Q: 3 clusters Score -2217458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2217483.750000 Penalty: 4889.785156
	Iteration 31Q: 3 clusters Score -2217484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2217496.500000 Penalty: 4889.785156
	Iteration 32Q: 3 clusters Score -2217496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2217511.000000 Penalty: 4889.785156
	Iteration 33Q: 3 clusters Score -2217511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2217533.500000 Penalty: 4889.785156
	Iteration 34Q: 3 clusters Score -2217534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2217544.250000 Penalty: 4889.785156
	Iteration 35Q: 3 clusters Score -2217544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2217549.250000 Penalty: 4889.785156
	Iteration 36Q: 3 clusters Score -2217549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2217552.750000 Penalty: 4889.785156
	Iteration 37Q: 3 clusters Score -2217553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2217551.500000 Penalty: 4889.785156
	Iteration 38Q: 3 clusters Score -2217552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2217554.500000 Penalty: 4889.785156
	Iteration 39Q: 3 clusters Score -2217554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2217557.500000 Penalty: 4889.785156
	Iteration 40F: 3 clusters Score -2217558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2217560.750000 Penalty: 4889.785156
	Iteration 41Q: 3 clusters Score -2217561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2217560.250000 Penalty: 4889.785156
	Iteration 42Q: 3 clusters Score -2217560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2217559.000000 Penalty: 4889.785156
	Iteration 43Q: 3 clusters Score -2217559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2217559.000000 Penalty: 4889.785156
	Iteration 44F: 3 clusters Score -2217559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -140719.656250 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -140719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138690.359375 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -138690.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139484.265625 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -139484.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -140199.562500 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -140199.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -140644.296875 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -140644.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -140961.078125 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -140961.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -141233.625000 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -141233.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -141317.890625 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -141317.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -141365.078125 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -141365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -141393.062500 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -141393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -141411.515625 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -141411.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -141421.062500 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -141421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -141433.015625 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -141433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -141435.937500 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -141435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -141440.859375 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -141440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -141450.468750 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -141450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -141454.203125 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -141454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -141454.687500 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -141454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -141455.000000 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -141455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141455.718750 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -141455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -141455.718750 Penalty: 3584.560303
	Iteration 19F: 3 clusters Score -141455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 30493 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 119628 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 269221 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 8726 members 
Entering Unmasked Estep 
Score: -114461296.000000 Penalty: 68609.085938
Splitting cluster 17 changes total score from -114449504.000000 to -114461296.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (269221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269221 members 
Entering Unmasked Estep 
Score: -30766326.000000 Penalty: 3100.815430
	Iteration 0F: 2 clusters Score -3.076633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -30621818.000000 Penalty: 6201.630859
	Iteration 0F: 3 clusters Score -3.062182e+07 nChanged 130076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138828 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -30698166.000000 Penalty: 6201.630859
	Iteration 1F: 3 clusters Score -3.069817e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141245 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -30699322.000000 Penalty: 6201.630859
	Iteration 2Q: 3 clusters Score -3.069932e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -30701004.000000 Penalty: 6201.630859
	Iteration 3Q: 3 clusters Score -3.0701e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -30703294.000000 Penalty: 6201.630859
	Iteration 4Q: 3 clusters Score -3.070329e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -30707146.000000 Penalty: 6201.630859
	Iteration 5Q: 3 clusters Score -3.070715e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172307 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -30712792.000000 Penalty: 6201.630859
	Iteration 6F: 3 clusters Score -3.071279e+07 nChanged 16897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187938 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -30719634.000000 Penalty: 6201.630859
	Iteration 7F: 3 clusters Score -3.071963e+07 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203902 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -30727342.000000 Penalty: 6201.630859
	Iteration 8F: 3 clusters Score -3.072734e+07 nChanged 15742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216890 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -30734500.000000 Penalty: 6201.630859
	Iteration 9F: 3 clusters Score -3.07345e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225575 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -30739674.000000 Penalty: 6201.630859
	Iteration 10Q: 3 clusters Score -3.073967e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230658 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -30743302.000000 Penalty: 6201.630859
	Iteration 11Q: 3 clusters Score -3.07433e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233164 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -30746124.000000 Penalty: 6201.630859
	Iteration 12Q: 3 clusters Score -3.074612e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234212 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -30748458.000000 Penalty: 6201.630859
	Iteration 13Q: 3 clusters Score -3.074846e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234515 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -30750120.000000 Penalty: 6201.630859
	Iteration 14Q: 3 clusters Score -3.075012e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234373 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -30751312.000000 Penalty: 6201.630859
	Iteration 15Q: 3 clusters Score -3.075131e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233888 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -30752540.000000 Penalty: 6201.630859
	Iteration 16Q: 3 clusters Score -3.075254e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233169 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -30753930.000000 Penalty: 6201.630859
	Iteration 17Q: 3 clusters Score -3.075393e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232134 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -30755274.000000 Penalty: 6201.630859
	Iteration 18Q: 3 clusters Score -3.075527e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230821 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -30756888.000000 Penalty: 6201.630859
	Iteration 19Q: 3 clusters Score -3.075689e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229158 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -30758558.000000 Penalty: 6201.630859
	Iteration 20F: 3 clusters Score -3.075856e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -30760344.000000 Penalty: 6201.630859
	Iteration 21Q: 3 clusters Score -3.076034e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224567 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -30762092.000000 Penalty: 6201.630859
	Iteration 22Q: 3 clusters Score -3.076209e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221839 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -30763922.000000 Penalty: 6201.630859
	Iteration 23Q: 3 clusters Score -3.076392e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218653 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -30765958.000000 Penalty: 6201.630859
	Iteration 24Q: 3 clusters Score -3.076596e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -30768182.000000 Penalty: 6201.630859
	Iteration 25Q: 3 clusters Score -3.076818e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211423 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -30770408.000000 Penalty: 6201.630859
	Iteration 26Q: 3 clusters Score -3.077041e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207547 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -30772746.000000 Penalty: 6201.630859
	Iteration 27Q: 3 clusters Score -3.077275e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203606 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -30774908.000000 Penalty: 6201.630859
	Iteration 28Q: 3 clusters Score -3.077491e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199611 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -30777132.000000 Penalty: 6201.630859
	Iteration 29Q: 3 clusters Score -3.077713e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195809 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -30778860.000000 Penalty: 6201.630859
	Iteration 30Q: 3 clusters Score -3.077886e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192329 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -30780420.000000 Penalty: 6201.630859
	Iteration 31Q: 3 clusters Score -3.078042e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -30781626.000000 Penalty: 6201.630859
	Iteration 32Q: 3 clusters Score -3.078163e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186486 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -30782694.000000 Penalty: 6201.630859
	Iteration 33Q: 3 clusters Score -3.078269e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -30783694.000000 Penalty: 6201.630859
	Iteration 34Q: 3 clusters Score -3.078369e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181747 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -30784498.000000 Penalty: 6201.630859
	Iteration 35Q: 3 clusters Score -3.07845e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179817 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -30785042.000000 Penalty: 6201.630859
	Iteration 36Q: 3 clusters Score -3.078504e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178095 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -30785596.000000 Penalty: 6201.630859
	Iteration 37Q: 3 clusters Score -3.07856e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -30786030.000000 Penalty: 6201.630859
	Iteration 38Q: 3 clusters Score -3.078603e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175236 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -30786356.000000 Penalty: 6201.630859
	Iteration 39Q: 3 clusters Score -3.078636e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -30788806.000000 Penalty: 6201.630859
	Iteration 40F: 3 clusters Score -3.078881e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -30792930.000000 Penalty: 6201.630859
	Iteration 41Q: 3 clusters Score -3.079293e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -30797380.000000 Penalty: 6201.630859
	Iteration 42Q: 3 clusters Score -3.079738e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -30802056.000000 Penalty: 6201.630859
	Iteration 43Q: 3 clusters Score -3.080206e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -30806560.000000 Penalty: 6201.630859
	Iteration 44Q: 3 clusters Score -3.080656e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -30810660.000000 Penalty: 6201.630859
	Iteration 45Q: 3 clusters Score -3.081066e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 126303 members 
Entering Unmasked Estep 
Score: -30813604.000000 Penalty: 6201.630859
	Iteration 46Q: 3 clusters Score -3.08136e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138559 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -30815834.000000 Penalty: 6201.630859
	Iteration 47Q: 3 clusters Score -3.081583e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -30817172.000000 Penalty: 6201.630859
	Iteration 48Q: 3 clusters Score -3.081717e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131797 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -30818158.000000 Penalty: 6201.630859
	Iteration 49Q: 3 clusters Score -3.081816e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -30818888.000000 Penalty: 6201.630859
	Iteration 50Q: 3 clusters Score -3.081889e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -30819458.000000 Penalty: 6201.630859
	Iteration 51Q: 3 clusters Score -3.081946e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125205 members 
Mstep: Class 2 contains 144016 members 
Entering Unmasked Estep 
Score: -30819734.000000 Penalty: 6201.630859
	Iteration 52Q: 3 clusters Score -3.081973e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -30819996.000000 Penalty: 6201.630859
	Iteration 53Q: 3 clusters Score -3.082e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 146703 members 
Entering Unmasked Estep 
Score: -30820000.000000 Penalty: 6201.630859
	Iteration 54Q: 3 clusters Score -3.082e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121507 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -30820152.000000 Penalty: 6201.630859
	Iteration 55Q: 3 clusters Score -3.082015e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120703 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -30820180.000000 Penalty: 6201.630859
	Iteration 56Q: 3 clusters Score -3.082018e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120062 members 
Mstep: Class 2 contains 149159 members 
Entering Unmasked Estep 
Score: -30820270.000000 Penalty: 6201.630859
	Iteration 57Q: 3 clusters Score -3.082027e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119542 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -30820284.000000 Penalty: 6201.630859
	Iteration 58Q: 3 clusters Score -3.082028e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119087 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -30820266.000000 Penalty: 6201.630859
	Iteration 59Q: 3 clusters Score -3.082027e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -30820602.000000 Penalty: 6201.630859
	Iteration 60F: 3 clusters Score -3.08206e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118203 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -30820600.000000 Penalty: 6201.630859
	Iteration 61Q: 3 clusters Score -3.08206e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -30820550.000000 Penalty: 6201.630859
	Iteration 62Q: 3 clusters Score -3.082055e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -30820532.000000 Penalty: 6201.630859
	Iteration 63Q: 3 clusters Score -3.082053e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116981 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -30820514.000000 Penalty: 6201.630859
	Iteration 64Q: 3 clusters Score -3.082051e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 152518 members 
Entering Unmasked Estep 
Score: -30820540.000000 Penalty: 6201.630859
	Iteration 65Q: 3 clusters Score -3.082054e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -30820578.000000 Penalty: 6201.630859
	Iteration 66Q: 3 clusters Score -3.082058e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -30820618.000000 Penalty: 6201.630859
	Iteration 67Q: 3 clusters Score -3.082062e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -30820620.000000 Penalty: 6201.630859
	Iteration 68Q: 3 clusters Score -3.082062e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -30820640.000000 Penalty: 6201.630859
	Iteration 69Q: 3 clusters Score -3.082064e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 153432 members 
Entering Unmasked Estep 
Score: -30820700.000000 Penalty: 6201.630859
	Iteration 70Q: 3 clusters Score -3.08207e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115681 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -30820726.000000 Penalty: 6201.630859
	Iteration 71Q: 3 clusters Score -3.082073e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 153627 members 
Entering Unmasked Estep 
Score: -30820702.000000 Penalty: 6201.630859
	Iteration 72Q: 3 clusters Score -3.08207e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -30820676.000000 Penalty: 6201.630859
	Iteration 73Q: 3 clusters Score -3.082068e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115457 members 
Mstep: Class 2 contains 153764 members 
Entering Unmasked Estep 
Score: -30820684.000000 Penalty: 6201.630859
	Iteration 74Q: 3 clusters Score -3.082068e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -30820674.000000 Penalty: 6201.630859
	Iteration 75Q: 3 clusters Score -3.082067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 153847 members 
Entering Unmasked Estep 
Score: -30820664.000000 Penalty: 6201.630859
	Iteration 76Q: 3 clusters Score -3.082066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 153882 members 
Entering Unmasked Estep 
Score: -30820678.000000 Penalty: 6201.630859
	Iteration 77Q: 3 clusters Score -3.082068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -30820664.000000 Penalty: 6201.630859
	Iteration 78Q: 3 clusters Score -3.082066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 153933 members 
Entering Unmasked Estep 
Score: -30820630.000000 Penalty: 6201.630859
	Iteration 79Q: 3 clusters Score -3.082063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -30820648.000000 Penalty: 6201.630859
	Iteration 80F: 3 clusters Score -3.082065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 153968 members 
Entering Unmasked Estep 
Score: -30820656.000000 Penalty: 6201.630859
	Iteration 81Q: 3 clusters Score -3.082066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 153978 members 
Entering Unmasked Estep 
Score: -30820664.000000 Penalty: 6201.630859
	Iteration 82Q: 3 clusters Score -3.082066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -30820652.000000 Penalty: 6201.630859
	Iteration 83Q: 3 clusters Score -3.082065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -30820664.000000 Penalty: 6201.630859
	Iteration 84Q: 3 clusters Score -3.082066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 153992 members 
Entering Unmasked Estep 
Score: -30820662.000000 Penalty: 6201.630859
	Iteration 85Q: 3 clusters Score -3.082066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 153992 members 
Entering Unmasked Estep 
Score: -30820662.000000 Penalty: 6201.630859
	Iteration 86F: 3 clusters Score -3.082066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 30493 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 119628 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 115229 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 8726 members 
Mstep: Class 21 contains 153992 members 
Entering Unmasked Estep 
Score: -114516024.000000 Penalty: 72039.539062
Splitting cluster 18 changes total score from -114449504.000000 to -114516024.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (8726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Entering Unmasked Estep 
Score: -982230.875000 Penalty: 2250.367432
	Iteration 0F: 2 clusters Score -982230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -975378.687500 Penalty: 4500.734863
	Iteration 0F: 3 clusters Score -975378.7 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -977365.500000 Penalty: 4500.734863
	Iteration 1F: 3 clusters Score -977365.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -977666.000000 Penalty: 4500.734863
	Iteration 2F: 3 clusters Score -977666 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -977873.687500 Penalty: 4500.734863
	Iteration 3F: 3 clusters Score -977873.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -978019.875000 Penalty: 4500.734863
	Iteration 4Q: 3 clusters Score -978019.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -978157.562500 Penalty: 4500.734863
	Iteration 5Q: 3 clusters Score -978157.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -978263.750000 Penalty: 4500.734863
	Iteration 6Q: 3 clusters Score -978263.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -978381.000000 Penalty: 4500.734863
	Iteration 7Q: 3 clusters Score -978381 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -978513.437500 Penalty: 4500.734863
	Iteration 8Q: 3 clusters Score -978513.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -978645.562500 Penalty: 4500.734863
	Iteration 9Q: 3 clusters Score -978645.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -978784.437500 Penalty: 4500.734863
	Iteration 10Q: 3 clusters Score -978784.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -978927.875000 Penalty: 4500.734863
	Iteration 11Q: 3 clusters Score -978927.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -979069.437500 Penalty: 4500.734863
	Iteration 12Q: 3 clusters Score -979069.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -979219.750000 Penalty: 4500.734863
	Iteration 13Q: 3 clusters Score -979219.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -979373.125000 Penalty: 4500.734863
	Iteration 14Q: 3 clusters Score -979373.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -979541.375000 Penalty: 4500.734863
	Iteration 15Q: 3 clusters Score -979541.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -979687.937500 Penalty: 4500.734863
	Iteration 16Q: 3 clusters Score -979687.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -979822.062500 Penalty: 4500.734863
	Iteration 17Q: 3 clusters Score -979822.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -979915.437500 Penalty: 4500.734863
	Iteration 18Q: 3 clusters Score -979915.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -979986.250000 Penalty: 4500.734863
	Iteration 19Q: 3 clusters Score -979986.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -980053.750000 Penalty: 4500.734863
	Iteration 20F: 3 clusters Score -980053.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -980116.875000 Penalty: 4500.734863
	Iteration 21Q: 3 clusters Score -980116.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -980162.375000 Penalty: 4500.734863
	Iteration 22Q: 3 clusters Score -980162.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -980208.500000 Penalty: 4500.734863
	Iteration 23Q: 3 clusters Score -980208.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -980250.562500 Penalty: 4500.734863
	Iteration 24Q: 3 clusters Score -980250.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -980291.187500 Penalty: 4500.734863
	Iteration 25Q: 3 clusters Score -980291.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -980316.062500 Penalty: 4500.734863
	Iteration 26Q: 3 clusters Score -980316.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -980336.125000 Penalty: 4500.734863
	Iteration 27Q: 3 clusters Score -980336.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -980351.625000 Penalty: 4500.734863
	Iteration 28Q: 3 clusters Score -980351.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -980362.062500 Penalty: 4500.734863
	Iteration 29Q: 3 clusters Score -980362.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -980373.125000 Penalty: 4500.734863
	Iteration 30Q: 3 clusters Score -980373.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -980382.187500 Penalty: 4500.734863
	Iteration 31Q: 3 clusters Score -980382.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -980386.687500 Penalty: 4500.734863
	Iteration 32Q: 3 clusters Score -980386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -980391.562500 Penalty: 4500.734863
	Iteration 33Q: 3 clusters Score -980391.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -980392.562500 Penalty: 4500.734863
	Iteration 34Q: 3 clusters Score -980392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -980393.625000 Penalty: 4500.734863
	Iteration 35Q: 3 clusters Score -980393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -980395.125000 Penalty: 4500.734863
	Iteration 36Q: 3 clusters Score -980395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -980395.312500 Penalty: 4500.734863
	Iteration 37Q: 3 clusters Score -980395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -980397.625000 Penalty: 4500.734863
	Iteration 38Q: 3 clusters Score -980397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -980402.687500 Penalty: 4500.734863
	Iteration 39Q: 3 clusters Score -980402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -980404.312500 Penalty: 4500.734863
	Iteration 40F: 3 clusters Score -980404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -980405.000000 Penalty: 4500.734863
	Iteration 41Q: 3 clusters Score -980405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -980406.500000 Penalty: 4500.734863
	Iteration 42Q: 3 clusters Score -980406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -980406.187500 Penalty: 4500.734863
	Iteration 43Q: 3 clusters Score -980406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -980410.562500 Penalty: 4500.734863
	Iteration 44Q: 3 clusters Score -980410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -980411.875000 Penalty: 4500.734863
	Iteration 45Q: 3 clusters Score -980411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -980413.000000 Penalty: 4500.734863
	Iteration 46Q: 3 clusters Score -980413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -980415.000000 Penalty: 4500.734863
	Iteration 47Q: 3 clusters Score -980415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -980416.250000 Penalty: 4500.734863
	Iteration 48Q: 3 clusters Score -980416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -980418.062500 Penalty: 4500.734863
	Iteration 49Q: 3 clusters Score -980418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -980419.250000 Penalty: 4500.734863
	Iteration 50Q: 3 clusters Score -980419.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -980422.562500 Penalty: 4500.734863
	Iteration 51Q: 3 clusters Score -980422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -980425.000000 Penalty: 4500.734863
	Iteration 52Q: 3 clusters Score -980425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -980428.687500 Penalty: 4500.734863
	Iteration 53Q: 3 clusters Score -980428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -980430.625000 Penalty: 4500.734863
	Iteration 54Q: 3 clusters Score -980430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -980432.812500 Penalty: 4500.734863
	Iteration 55Q: 3 clusters Score -980432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -980433.437500 Penalty: 4500.734863
	Iteration 56Q: 3 clusters Score -980433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -980433.687500 Penalty: 4500.734863
	Iteration 57Q: 3 clusters Score -980433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -980433.250000 Penalty: 4500.734863
	Iteration 58Q: 3 clusters Score -980433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -980433.125000 Penalty: 4500.734863
	Iteration 59Q: 3 clusters Score -980433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -980434.312500 Penalty: 4500.734863
	Iteration 60F: 3 clusters Score -980434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -980436.000000 Penalty: 4500.734863
	Iteration 61Q: 3 clusters Score -980436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -980435.812500 Penalty: 4500.734863
	Iteration 62Q: 3 clusters Score -980435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -980436.375000 Penalty: 4500.734863
	Iteration 63Q: 3 clusters Score -980436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -980437.812500 Penalty: 4500.734863
	Iteration 64Q: 3 clusters Score -980437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -980440.500000 Penalty: 4500.734863
	Iteration 65Q: 3 clusters Score -980440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -980440.500000 Penalty: 4500.734863
	Iteration 66F: 3 clusters Score -980440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 9 contains 122515 members 
Mstep: Class 10 contains 319230 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 13 contains 119628 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 115229 members 
Mstep: Class 20 contains 8726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114523928.000000 Penalty: 72039.539062
Iteration 39Q: 22 clusters Score -1.145239e+08 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1249 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 15028 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 2108 members 
Mstep: Class 8 contains 31200 members 
Mstep: Class 9 contains 122726 members 
Mstep: Class 10 contains 320013 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 120179 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 19305 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 116289 members 
Mstep: Class 19 contains 400 members 
Mstep: Class 20 contains 8784 members 
Mstep: Class 21 contains 149146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114530832.000000 Penalty: 72039.539062
Iteration 40F: 22 clusters Score -1.145308e+08 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 1219 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 332 members 
Mstep: Class 6 contains 20857 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 119985 members 
Mstep: Class 10 contains 316691 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 119838 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 19247 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 117219 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 154373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114536456.000000 Penalty: 72039.539062
Iteration 41Q: 22 clusters Score -1.145365e+08 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 14203 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 8289 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 117663 members 
Mstep: Class 10 contains 314314 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 119653 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 19202 members 
Mstep: Class 17 contains 1039 members 
Mstep: Class 18 contains 118267 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 158003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114539240.000000 Penalty: 72039.539062
Iteration 42Q: 22 clusters Score -1.145392e+08 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 20779 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 32026 members 
Mstep: Class 9 contains 115469 members 
Mstep: Class 10 contains 312771 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 119514 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 119107 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 21 contains 160888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114541296.000000 Penalty: 72039.539062
Iteration 43Q: 22 clusters Score -1.145413e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 13894 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 20739 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 32056 members 
Mstep: Class 9 contains 113401 members 
Mstep: Class 10 contains 311735 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 7507 members 
Mstep: Class 13 contains 119369 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 19096 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 119880 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8610 members 
Mstep: Class 21 contains 163287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114542440.000000 Penalty: 72039.539062
Iteration 44Q: 22 clusters Score -1.145424e+08 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 8801 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 32050 members 
Mstep: Class 9 contains 111499 members 
Mstep: Class 10 contains 311051 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 119227 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 19035 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 120536 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 8594 members 
Mstep: Class 21 contains 165321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114542936.000000 Penalty: 72039.539062
Iteration 45Q: 22 clusters Score -1.145429e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 32040 members 
Mstep: Class 9 contains 109688 members 
Mstep: Class 10 contains 310602 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 7756 members 
Mstep: Class 13 contains 119136 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18989 members 
Mstep: Class 17 contains 1043 members 
Mstep: Class 18 contains 121087 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 8590 members 
Mstep: Class 21 contains 167054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114543632.000000 Penalty: 72039.539062
Iteration 46Q: 22 clusters Score -1.145436e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 13613 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 4 contains 8950 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20692 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 32018 members 
Mstep: Class 9 contains 107977 members 
Mstep: Class 10 contains 310475 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 119076 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18953 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 121534 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 8627 members 
Mstep: Class 21 contains 168425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544392.000000 Penalty: 72039.539062
Iteration 47Q: 22 clusters Score -1.145444e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 13536 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 8998 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20703 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 32007 members 
Mstep: Class 9 contains 106346 members 
Mstep: Class 10 contains 310503 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 7949 members 
Mstep: Class 13 contains 119021 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 121927 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8644 members 
Mstep: Class 21 contains 169592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544720.000000 Penalty: 72039.539062
Iteration 48Q: 22 clusters Score -1.145447e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 13485 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 9041 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20699 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 104808 members 
Mstep: Class 10 contains 310693 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 8041 members 
Mstep: Class 13 contains 119017 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18910 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 122252 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8648 members 
Mstep: Class 21 contains 170566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 22 clusters Score -1.145451e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 13438 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 9072 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20676 members 
Mstep: Class 7 contains 2479 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 103407 members 
Mstep: Class 10 contains 311023 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 13 contains 119034 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18894 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 122497 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 171347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544976.000000 Penalty: 72039.539062
Iteration 50Q: 22 clusters Score -1.14545e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 13420 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20661 members 
Mstep: Class 7 contains 2507 members 
Mstep: Class 8 contains 31997 members 
Mstep: Class 9 contains 102072 members 
Mstep: Class 10 contains 311457 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8180 members 
Mstep: Class 13 contains 119086 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18875 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 122664 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 171945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545560.000000 Penalty: 72039.539062
Iteration 51Q: 22 clusters Score -1.145456e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20638 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 32007 members 
Mstep: Class 9 contains 100802 members 
Mstep: Class 10 contains 311959 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8235 members 
Mstep: Class 13 contains 119143 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18870 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 122792 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8693 members 
Mstep: Class 21 contains 172448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545576.000000 Penalty: 72039.539062
Iteration 52Q: 22 clusters Score -1.145456e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 13369 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20633 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 8 contains 32027 members 
Mstep: Class 9 contains 99546 members 
Mstep: Class 10 contains 312464 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 119237 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18869 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 122889 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 172899 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 22 clusters Score -1.145454e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 13336 members 
Mstep: Class 3 contains 3961 members 
Mstep: Class 4 contains 9129 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20636 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 32047 members 
Mstep: Class 9 contains 98433 members 
Mstep: Class 10 contains 312928 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8330 members 
Mstep: Class 13 contains 119305 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18866 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 122987 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 173283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545120.000000 Penalty: 72039.539062
Iteration 54Q: 22 clusters Score -1.145451e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 13317 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20652 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 32075 members 
Mstep: Class 9 contains 97393 members 
Mstep: Class 10 contains 313407 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 119341 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18862 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 123061 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 8722 members 
Mstep: Class 21 contains 173612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544752.000000 Penalty: 72039.539062
Iteration 55Q: 22 clusters Score -1.145448e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 13289 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20669 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 32090 members 
Mstep: Class 9 contains 96483 members 
Mstep: Class 10 contains 313797 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 119366 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18858 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123117 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 8728 members 
Mstep: Class 21 contains 173940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544656.000000 Penalty: 72039.539062
Iteration 56Q: 22 clusters Score -1.145447e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 13258 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20676 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 95629 members 
Mstep: Class 10 contains 314121 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8468 members 
Mstep: Class 13 contains 119405 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18858 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123166 members 
Mstep: Class 19 contains 415 members 
Mstep: Class 20 contains 8729 members 
Mstep: Class 21 contains 174278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544576.000000 Penalty: 72039.539062
Iteration 57Q: 22 clusters Score -1.145446e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 13247 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20693 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 32138 members 
Mstep: Class 9 contains 94776 members 
Mstep: Class 10 contains 314417 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8515 members 
Mstep: Class 13 contains 119454 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18854 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 18 contains 123199 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 174619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544384.000000 Penalty: 72039.539062
Iteration 58Q: 22 clusters Score -1.145444e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 13231 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 9171 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20705 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 93938 members 
Mstep: Class 10 contains 314670 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8555 members 
Mstep: Class 13 contains 119530 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18859 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 18 contains 123246 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 8737 members 
Mstep: Class 21 contains 174944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544352.000000 Penalty: 72039.539062
Iteration 59Q: 22 clusters Score -1.145444e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1217 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 13211 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 9177 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 32204 members 
Mstep: Class 9 contains 93187 members 
Mstep: Class 10 contains 314932 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 119578 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18861 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 123285 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 8743 members 
Mstep: Class 21 contains 175203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544728.000000 Penalty: 72039.539062
Iteration 60F: 22 clusters Score -1.145447e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1192 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 9189 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20705 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 32240 members 
Mstep: Class 9 contains 92524 members 
Mstep: Class 10 contains 315151 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 119630 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18865 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 123330 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 175441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545760.000000 Penalty: 72039.539062
Iteration 61Q: 22 clusters Score -1.145458e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20707 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 32262 members 
Mstep: Class 9 contains 91923 members 
Mstep: Class 10 contains 315363 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8672 members 
Mstep: Class 13 contains 119669 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18862 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 123363 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 175664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545824.000000 Penalty: 72039.539062
Iteration 62Q: 22 clusters Score -1.145458e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 9208 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20712 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 32303 members 
Mstep: Class 9 contains 91377 members 
Mstep: Class 10 contains 315515 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 119735 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18863 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 123400 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8750 members 
Mstep: Class 21 contains 175841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545760.000000 Penalty: 72039.539062
Iteration 63Q: 22 clusters Score -1.145458e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 13158 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 32330 members 
Mstep: Class 9 contains 90842 members 
Mstep: Class 10 contains 315673 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 8744 members 
Mstep: Class 13 contains 119795 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123429 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 176032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 22 clusters Score -1.145454e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 13158 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20716 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 8 contains 32359 members 
Mstep: Class 9 contains 90357 members 
Mstep: Class 10 contains 315849 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 119840 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18861 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123459 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 176175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 22 clusters Score -1.145451e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 13143 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20728 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 8 contains 32389 members 
Mstep: Class 9 contains 89909 members 
Mstep: Class 10 contains 315992 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8806 members 
Mstep: Class 13 contains 119882 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18867 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 123477 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8754 members 
Mstep: Class 21 contains 176316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 22 clusters Score -1.14545e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 13136 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 20733 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 32425 members 
Mstep: Class 9 contains 89477 members 
Mstep: Class 10 contains 316108 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 119938 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18875 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 123485 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8755 members 
Mstep: Class 21 contains 176445 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -1.145448e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 13131 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 9233 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 32478 members 
Mstep: Class 9 contains 89064 members 
Mstep: Class 10 contains 316193 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 120004 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18882 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 123505 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8756 members 
Mstep: Class 21 contains 176574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544832.000000 Penalty: 72039.539062
Iteration 68Q: 22 clusters Score -1.145448e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 13120 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 9244 members 
Mstep: Class 5 contains 352 members 
Mstep: Class 6 contains 20739 members 
Mstep: Class 7 contains 3019 members 
Mstep: Class 8 contains 32512 members 
Mstep: Class 9 contains 88691 members 
Mstep: Class 10 contains 316273 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8894 members 
Mstep: Class 13 contains 120063 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 18889 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123524 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 8763 members 
Mstep: Class 21 contains 176687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545008.000000 Penalty: 72039.539062
Iteration 69Q: 22 clusters Score -1.14545e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 13110 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 354 members 
Mstep: Class 6 contains 20739 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 32539 members 
Mstep: Class 9 contains 88338 members 
Mstep: Class 10 contains 316362 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8915 members 
Mstep: Class 13 contains 120116 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123542 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 8764 members 
Mstep: Class 21 contains 176808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544984.000000 Penalty: 72039.539062
Iteration 70Q: 22 clusters Score -1.14545e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 13083 members 
Mstep: Class 3 contains 4056 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20740 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 32548 members 
Mstep: Class 9 contains 88004 members 
Mstep: Class 10 contains 316432 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8932 members 
Mstep: Class 13 contains 120183 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18906 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123543 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 8766 members 
Mstep: Class 21 contains 176944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545104.000000 Penalty: 72039.539062
Iteration 71Q: 22 clusters Score -1.145451e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 13059 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20735 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 32552 members 
Mstep: Class 9 contains 87639 members 
Mstep: Class 10 contains 316522 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8945 members 
Mstep: Class 13 contains 120250 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18915 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123548 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 8768 members 
Mstep: Class 21 contains 177097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545088.000000 Penalty: 72039.539062
Iteration 72Q: 22 clusters Score -1.145451e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 13048 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 9290 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20739 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 32551 members 
Mstep: Class 9 contains 87272 members 
Mstep: Class 10 contains 316623 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 120340 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18919 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123550 members 
Mstep: Class 19 contains 418 members 
Mstep: Class 20 contains 8771 members 
Mstep: Class 21 contains 177241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544856.000000 Penalty: 72039.539062
Iteration 73Q: 22 clusters Score -1.145449e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 13039 members 
Mstep: Class 3 contains 4089 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 32549 members 
Mstep: Class 9 contains 86928 members 
Mstep: Class 10 contains 316704 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 120445 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123551 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8772 members 
Mstep: Class 21 contains 177353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544816.000000 Penalty: 72039.539062
Iteration 74Q: 22 clusters Score -1.145448e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 13031 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20745 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 32552 members 
Mstep: Class 9 contains 86573 members 
Mstep: Class 10 contains 316792 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 13 contains 120541 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18927 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123565 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 177470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114545000.000000 Penalty: 72039.539062
Iteration 75Q: 22 clusters Score -1.14545e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 13017 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20754 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 32556 members 
Mstep: Class 9 contains 86263 members 
Mstep: Class 10 contains 316863 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8985 members 
Mstep: Class 13 contains 120642 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18927 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123571 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8772 members 
Mstep: Class 21 contains 177578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544624.000000 Penalty: 72039.539062
Iteration 76Q: 22 clusters Score -1.145446e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 13007 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 9303 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20760 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 32568 members 
Mstep: Class 9 contains 85951 members 
Mstep: Class 10 contains 316913 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 8997 members 
Mstep: Class 13 contains 120748 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18929 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 123586 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 177685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544520.000000 Penalty: 72039.539062
Iteration 77Q: 22 clusters Score -1.145445e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 12994 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20771 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 32571 members 
Mstep: Class 9 contains 85635 members 
Mstep: Class 10 contains 316987 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9006 members 
Mstep: Class 13 contains 120854 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18932 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 123595 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8766 members 
Mstep: Class 21 contains 177770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114544504.000000 Penalty: 72039.539062
Iteration 78Q: 22 clusters Score -1.145445e+08 nChanged 537
Entering ConstructFrom: 
Score: -114544504.000000 Penalty: 72039.539062
Entering ConstructFrom: 
Trying to split cluster 1 (63402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Entering Unmasked Estep 
Score: -7398592.000000 Penalty: 2742.198242
	Iteration 0F: 2 clusters Score -7398592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -7355875.500000 Penalty: 5484.396484
	Iteration 0F: 3 clusters Score -7355876 nChanged 29693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -7372427.500000 Penalty: 5484.396484
	Iteration 1F: 3 clusters Score -7372428 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -7373003.000000 Penalty: 5484.396484
	Iteration 2Q: 3 clusters Score -7373003 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -7373548.500000 Penalty: 5484.396484
	Iteration 3Q: 3 clusters Score -7373548 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -7374181.500000 Penalty: 5484.396484
	Iteration 4Q: 3 clusters Score -7374182 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -7374865.500000 Penalty: 5484.396484
	Iteration 5Q: 3 clusters Score -7374866 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -7375629.500000 Penalty: 5484.396484
	Iteration 6Q: 3 clusters Score -7375630 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -7376631.000000 Penalty: 5484.396484
	Iteration 7Q: 3 clusters Score -7376631 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7377890.000000 Penalty: 5484.396484
	Iteration 8Q: 3 clusters Score -7377890 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -7379489.000000 Penalty: 5484.396484
	Iteration 9Q: 3 clusters Score -7379489 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -7381430.500000 Penalty: 5484.396484
	Iteration 10Q: 3 clusters Score -7381430 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -7383514.500000 Penalty: 5484.396484
	Iteration 11F: 3 clusters Score -7383514 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -7385653.500000 Penalty: 5484.396484
	Iteration 12Q: 3 clusters Score -7385654 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -7387704.000000 Penalty: 5484.396484
	Iteration 13Q: 3 clusters Score -7387704 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7389519.000000 Penalty: 5484.396484
	Iteration 14Q: 3 clusters Score -7389519 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7390982.000000 Penalty: 5484.396484
	Iteration 15Q: 3 clusters Score -7390982 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -7392098.500000 Penalty: 5484.396484
	Iteration 16Q: 3 clusters Score -7392098 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7393048.000000 Penalty: 5484.396484
	Iteration 17Q: 3 clusters Score -7393048 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -7393735.000000 Penalty: 5484.396484
	Iteration 18Q: 3 clusters Score -7393735 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7394250.000000 Penalty: 5484.396484
	Iteration 19Q: 3 clusters Score -7394250 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -7394712.500000 Penalty: 5484.396484
	Iteration 20F: 3 clusters Score -7394712 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -7395086.000000 Penalty: 5484.396484
	Iteration 21Q: 3 clusters Score -7395086 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7395365.000000 Penalty: 5484.396484
	Iteration 22Q: 3 clusters Score -7395365 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -7395597.000000 Penalty: 5484.396484
	Iteration 23Q: 3 clusters Score -7395597 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -7395748.500000 Penalty: 5484.396484
	Iteration 24Q: 3 clusters Score -7395748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -7395867.000000 Penalty: 5484.396484
	Iteration 25Q: 3 clusters Score -7395867 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -7395967.000000 Penalty: 5484.396484
	Iteration 26Q: 3 clusters Score -7395967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -7396040.000000 Penalty: 5484.396484
	Iteration 27Q: 3 clusters Score -7396040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -7396067.500000 Penalty: 5484.396484
	Iteration 28Q: 3 clusters Score -7396068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -7396101.500000 Penalty: 5484.396484
	Iteration 29Q: 3 clusters Score -7396102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -7396122.000000 Penalty: 5484.396484
	Iteration 30Q: 3 clusters Score -7396122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -7396140.500000 Penalty: 5484.396484
	Iteration 31Q: 3 clusters Score -7396140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -7396162.500000 Penalty: 5484.396484
	Iteration 32Q: 3 clusters Score -7396162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -7396169.500000 Penalty: 5484.396484
	Iteration 33Q: 3 clusters Score -7396170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -7396177.500000 Penalty: 5484.396484
	Iteration 34Q: 3 clusters Score -7396178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -7396194.000000 Penalty: 5484.396484
	Iteration 35Q: 3 clusters Score -7396194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -7396209.000000 Penalty: 5484.396484
	Iteration 36Q: 3 clusters Score -7396209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -7396215.000000 Penalty: 5484.396484
	Iteration 37Q: 3 clusters Score -7396215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -7396223.000000 Penalty: 5484.396484
	Iteration 38Q: 3 clusters Score -7396223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -7396230.000000 Penalty: 5484.396484
	Iteration 39Q: 3 clusters Score -7396230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -7396229.500000 Penalty: 5484.396484
	Iteration 40F: 3 clusters Score -7396230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -7396230.500000 Penalty: 5484.396484
	Iteration 41Q: 3 clusters Score -7396230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -7396232.000000 Penalty: 5484.396484
	Iteration 42Q: 3 clusters Score -7396232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -7396244.000000 Penalty: 5484.396484
	Iteration 43Q: 3 clusters Score -7396244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -7396251.000000 Penalty: 5484.396484
	Iteration 44Q: 3 clusters Score -7396251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -7396245.500000 Penalty: 5484.396484
	Iteration 45Q: 3 clusters Score -7396246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -7396247.500000 Penalty: 5484.396484
	Iteration 46Q: 3 clusters Score -7396248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -7396254.500000 Penalty: 5484.396484
	Iteration 47Q: 3 clusters Score -7396254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -7396247.500000 Penalty: 5484.396484
	Iteration 48Q: 3 clusters Score -7396248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -7396256.500000 Penalty: 5484.396484
	Iteration 49Q: 3 clusters Score -7396256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -7396255.500000 Penalty: 5484.396484
	Iteration 50Q: 3 clusters Score -7396256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -7396253.500000 Penalty: 5484.396484
	Iteration 51Q: 3 clusters Score -7396254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -7396253.500000 Penalty: 5484.396484
	Iteration 52F: 3 clusters Score -7396254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Entering Unmasked Estep 
Score: -1374011.250000 Penalty: 2349.001709
	Iteration 0F: 2 clusters Score -1374011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1364492.250000 Penalty: 4698.003418
	Iteration 0F: 3 clusters Score -1364492 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1367499.500000 Penalty: 4698.003418
	Iteration 1F: 3 clusters Score -1367500 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1367922.625000 Penalty: 4698.003418
	Iteration 2F: 3 clusters Score -1367923 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1368279.500000 Penalty: 4698.003418
	Iteration 3F: 3 clusters Score -1368280 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1368603.625000 Penalty: 4698.003418
	Iteration 4Q: 3 clusters Score -1368604 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1368900.125000 Penalty: 4698.003418
	Iteration 5Q: 3 clusters Score -1368900 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1369244.875000 Penalty: 4698.003418
	Iteration 6Q: 3 clusters Score -1369245 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1369575.875000 Penalty: 4698.003418
	Iteration 7Q: 3 clusters Score -1369576 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1369897.750000 Penalty: 4698.003418
	Iteration 8Q: 3 clusters Score -1369898 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1370194.750000 Penalty: 4698.003418
	Iteration 9Q: 3 clusters Score -1370195 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1370496.375000 Penalty: 4698.003418
	Iteration 10Q: 3 clusters Score -1370496 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1370786.875000 Penalty: 4698.003418
	Iteration 11Q: 3 clusters Score -1370787 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1371078.875000 Penalty: 4698.003418
	Iteration 12Q: 3 clusters Score -1371079 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1371352.125000 Penalty: 4698.003418
	Iteration 13Q: 3 clusters Score -1371352 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1371588.625000 Penalty: 4698.003418
	Iteration 14Q: 3 clusters Score -1371589 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1371758.500000 Penalty: 4698.003418
	Iteration 15Q: 3 clusters Score -1371758 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1371912.750000 Penalty: 4698.003418
	Iteration 16Q: 3 clusters Score -1371913 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1372044.125000 Penalty: 4698.003418
	Iteration 17Q: 3 clusters Score -1372044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1372169.250000 Penalty: 4698.003418
	Iteration 18Q: 3 clusters Score -1372169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1372305.500000 Penalty: 4698.003418
	Iteration 19Q: 3 clusters Score -1372306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1372380.000000 Penalty: 4698.003418
	Iteration 20F: 3 clusters Score -1372380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1372420.250000 Penalty: 4698.003418
	Iteration 21Q: 3 clusters Score -1372420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1372469.625000 Penalty: 4698.003418
	Iteration 22Q: 3 clusters Score -1372470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1372508.250000 Penalty: 4698.003418
	Iteration 23Q: 3 clusters Score -1372508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1372535.250000 Penalty: 4698.003418
	Iteration 24Q: 3 clusters Score -1372535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1372561.125000 Penalty: 4698.003418
	Iteration 25Q: 3 clusters Score -1372561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1372580.625000 Penalty: 4698.003418
	Iteration 26Q: 3 clusters Score -1372581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1372591.625000 Penalty: 4698.003418
	Iteration 27Q: 3 clusters Score -1372592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1372600.500000 Penalty: 4698.003418
	Iteration 28Q: 3 clusters Score -1372600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1372608.750000 Penalty: 4698.003418
	Iteration 29Q: 3 clusters Score -1372609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1372614.375000 Penalty: 4698.003418
	Iteration 30Q: 3 clusters Score -1372614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1372623.750000 Penalty: 4698.003418
	Iteration 31Q: 3 clusters Score -1372624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1372630.625000 Penalty: 4698.003418
	Iteration 32Q: 3 clusters Score -1372631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1372636.750000 Penalty: 4698.003418
	Iteration 33Q: 3 clusters Score -1372637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1372645.750000 Penalty: 4698.003418
	Iteration 34Q: 3 clusters Score -1372646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1372649.000000 Penalty: 4698.003418
	Iteration 35Q: 3 clusters Score -1372649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1372651.625000 Penalty: 4698.003418
	Iteration 36Q: 3 clusters Score -1372652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1372654.000000 Penalty: 4698.003418
	Iteration 37Q: 3 clusters Score -1372654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1372655.375000 Penalty: 4698.003418
	Iteration 38Q: 3 clusters Score -1372655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1372657.750000 Penalty: 4698.003418
	Iteration 39Q: 3 clusters Score -1372658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1372658.375000 Penalty: 4698.003418
	Iteration 40F: 3 clusters Score -1372658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1372658.000000 Penalty: 4698.003418
	Iteration 41Q: 3 clusters Score -1372658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1372660.500000 Penalty: 4698.003418
	Iteration 42Q: 3 clusters Score -1372660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1372660.500000 Penalty: 4698.003418
	Iteration 43F: 3 clusters Score -1372660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -455917.218750 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -455917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -451923.875000 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -451923.9 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -452835.312500 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -452835.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -453034.156250 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -453034.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -453146.281250 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -453146.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -453213.625000 Penalty: 4127.425293
	Iteration 4Q: 3 clusters Score -453213.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -453265.281250 Penalty: 4127.425293
	Iteration 5Q: 3 clusters Score -453265.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -453301.343750 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -453301.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -453333.875000 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -453333.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -453356.187500 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -453356.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -453370.593750 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -453370.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -453380.625000 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -453380.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -453392.750000 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -453392.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -453416.843750 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -453416.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -453434.093750 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -453434.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -453449.062500 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -453449.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -453459.062500 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -453459.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -453468.906250 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -453468.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -453476.968750 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -453477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -453480.937500 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -453480.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -453487.093750 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -453487.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -453491.468750 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -453491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -453498.250000 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -453498.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -453504.562500 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -453504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -453508.687500 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -453508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -453510.062500 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -453510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -453510.250000 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -453510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -453510.656250 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -453510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -453511.937500 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -453511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -453514.531250 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -453514.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -453517.218750 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -453517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -453519.656250 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -453519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -453521.625000 Penalty: 4127.425293
	Iteration 31Q: 3 clusters Score -453521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -453521.750000 Penalty: 4127.425293
	Iteration 32Q: 3 clusters Score -453521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -453522.312500 Penalty: 4127.425293
	Iteration 33Q: 3 clusters Score -453522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -453523.750000 Penalty: 4127.425293
	Iteration 34Q: 3 clusters Score -453523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -453525.375000 Penalty: 4127.425293
	Iteration 35Q: 3 clusters Score -453525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -453524.812500 Penalty: 4127.425293
	Iteration 36Q: 3 clusters Score -453524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -453525.187500 Penalty: 4127.425293
	Iteration 37Q: 3 clusters Score -453525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -453526.531250 Penalty: 4127.425293
	Iteration 38Q: 3 clusters Score -453526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -453527.750000 Penalty: 4127.425293
	Iteration 39Q: 3 clusters Score -453527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -453526.937500 Penalty: 4127.425293
	Iteration 40F: 3 clusters Score -453526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -453529.718750 Penalty: 4127.425293
	Iteration 41Q: 3 clusters Score -453529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -453531.906250 Penalty: 4127.425293
	Iteration 42Q: 3 clusters Score -453531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -453534.125000 Penalty: 4127.425293
	Iteration 43Q: 3 clusters Score -453534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -453534.968750 Penalty: 4127.425293
	Iteration 44Q: 3 clusters Score -453535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -453538.031250 Penalty: 4127.425293
	Iteration 45Q: 3 clusters Score -453538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -453541.468750 Penalty: 4127.425293
	Iteration 46Q: 3 clusters Score -453541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -453543.781250 Penalty: 4127.425293
	Iteration 47Q: 3 clusters Score -453543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -453545.281250 Penalty: 4127.425293
	Iteration 48Q: 3 clusters Score -453545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -453547.000000 Penalty: 4127.425293
	Iteration 49Q: 3 clusters Score -453547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -453549.000000 Penalty: 4127.425293
	Iteration 50Q: 3 clusters Score -453549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -453551.031250 Penalty: 4127.425293
	Iteration 51Q: 3 clusters Score -453551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -453552.250000 Penalty: 4127.425293
	Iteration 52Q: 3 clusters Score -453552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -453554.937500 Penalty: 4127.425293
	Iteration 53Q: 3 clusters Score -453554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453556.156250 Penalty: 4127.425293
	Iteration 54Q: 3 clusters Score -453556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -453558.093750 Penalty: 4127.425293
	Iteration 55Q: 3 clusters Score -453558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453559.312500 Penalty: 4127.425293
	Iteration 56Q: 3 clusters Score -453559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -453559.468750 Penalty: 4127.425293
	Iteration 57Q: 3 clusters Score -453559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -453560.500000 Penalty: 4127.425293
	Iteration 58Q: 3 clusters Score -453560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453560.843750 Penalty: 4127.425293
	Iteration 59Q: 3 clusters Score -453560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -453562.187500 Penalty: 4127.425293
	Iteration 60F: 3 clusters Score -453562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -453564.343750 Penalty: 4127.425293
	Iteration 61Q: 3 clusters Score -453564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -453566.843750 Penalty: 4127.425293
	Iteration 62Q: 3 clusters Score -453566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -453570.281250 Penalty: 4127.425293
	Iteration 63Q: 3 clusters Score -453570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -453572.031250 Penalty: 4127.425293
	Iteration 64Q: 3 clusters Score -453572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -453572.406250 Penalty: 4127.425293
	Iteration 65Q: 3 clusters Score -453572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -453574.281250 Penalty: 4127.425293
	Iteration 66Q: 3 clusters Score -453574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -453574.500000 Penalty: 4127.425293
	Iteration 67Q: 3 clusters Score -453574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -453575.687500 Penalty: 4127.425293
	Iteration 68Q: 3 clusters Score -453575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -453576.812500 Penalty: 4127.425293
	Iteration 69Q: 3 clusters Score -453576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -453577.312500 Penalty: 4127.425293
	Iteration 70Q: 3 clusters Score -453577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -453577.312500 Penalty: 4127.425293
	Iteration 71F: 3 clusters Score -453577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Entering Unmasked Estep 
Score: -1065794.000000 Penalty: 2266.353516
	Iteration 0F: 2 clusters Score -1065794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1058497.125000 Penalty: 4532.707031
	Iteration 0F: 3 clusters Score -1058497 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1060779.375000 Penalty: 4532.707031
	Iteration 1F: 3 clusters Score -1060779 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1061233.000000 Penalty: 4532.707031
	Iteration 2F: 3 clusters Score -1061233 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1061643.750000 Penalty: 4532.707031
	Iteration 3F: 3 clusters Score -1061644 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1062038.750000 Penalty: 4532.707031
	Iteration 4F: 3 clusters Score -1062039 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1062445.125000 Penalty: 4532.707031
	Iteration 5F: 3 clusters Score -1062445 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1062830.375000 Penalty: 4532.707031
	Iteration 6F: 3 clusters Score -1062830 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1063219.125000 Penalty: 4532.707031
	Iteration 7F: 3 clusters Score -1063219 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1063494.000000 Penalty: 4532.707031
	Iteration 8Q: 3 clusters Score -1063494 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1063685.375000 Penalty: 4532.707031
	Iteration 9Q: 3 clusters Score -1063685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1063838.250000 Penalty: 4532.707031
	Iteration 10Q: 3 clusters Score -1063838 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1063953.500000 Penalty: 4532.707031
	Iteration 11Q: 3 clusters Score -1063954 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1064069.750000 Penalty: 4532.707031
	Iteration 12Q: 3 clusters Score -1064070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1064147.125000 Penalty: 4532.707031
	Iteration 13Q: 3 clusters Score -1064147 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1064215.625000 Penalty: 4532.707031
	Iteration 14Q: 3 clusters Score -1064216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1064280.375000 Penalty: 4532.707031
	Iteration 15Q: 3 clusters Score -1064280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1064341.125000 Penalty: 4532.707031
	Iteration 16Q: 3 clusters Score -1064341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1064395.125000 Penalty: 4532.707031
	Iteration 17Q: 3 clusters Score -1064395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1064437.375000 Penalty: 4532.707031
	Iteration 18Q: 3 clusters Score -1064437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1064474.625000 Penalty: 4532.707031
	Iteration 19Q: 3 clusters Score -1064475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1064513.875000 Penalty: 4532.707031
	Iteration 20F: 3 clusters Score -1064514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1064542.000000 Penalty: 4532.707031
	Iteration 21Q: 3 clusters Score -1064542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1064567.750000 Penalty: 4532.707031
	Iteration 22Q: 3 clusters Score -1064568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1064590.750000 Penalty: 4532.707031
	Iteration 23Q: 3 clusters Score -1064591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1064609.250000 Penalty: 4532.707031
	Iteration 24Q: 3 clusters Score -1064609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1064621.750000 Penalty: 4532.707031
	Iteration 25Q: 3 clusters Score -1064622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1064629.125000 Penalty: 4532.707031
	Iteration 26Q: 3 clusters Score -1064629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1064636.875000 Penalty: 4532.707031
	Iteration 27Q: 3 clusters Score -1064637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1064637.875000 Penalty: 4532.707031
	Iteration 28Q: 3 clusters Score -1064638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1064639.625000 Penalty: 4532.707031
	Iteration 29Q: 3 clusters Score -1064640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1064641.000000 Penalty: 4532.707031
	Iteration 30Q: 3 clusters Score -1064641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1064642.750000 Penalty: 4532.707031
	Iteration 31Q: 3 clusters Score -1064643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1064642.500000 Penalty: 4532.707031
	Iteration 32Q: 3 clusters Score -1064642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1064642.500000 Penalty: 4532.707031
	Iteration 33F: 3 clusters Score -1064642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -36768.652344 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -36768.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35426.683594 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -35426.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35569.453125 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -35569.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35625.660156 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -35625.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35649.609375 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -35649.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35664.976562 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -35664.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35664.976562 Penalty: 2912.570557
	Iteration 5F: 3 clusters Score -35664.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Entering Unmasked Estep 
Score: -2432693.500000 Penalty: 2465.481445
	Iteration 0F: 2 clusters Score -2432694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2418094.250000 Penalty: 4930.962891
	Iteration 0F: 3 clusters Score -2418094 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2423032.750000 Penalty: 4930.962891
	Iteration 1F: 3 clusters Score -2423033 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2423411.000000 Penalty: 4930.962891
	Iteration 2F: 3 clusters Score -2423411 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2423723.000000 Penalty: 4930.962891
	Iteration 3Q: 3 clusters Score -2423723 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2424043.500000 Penalty: 4930.962891
	Iteration 4Q: 3 clusters Score -2424044 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2424397.750000 Penalty: 4930.962891
	Iteration 5Q: 3 clusters Score -2424398 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2424808.250000 Penalty: 4930.962891
	Iteration 6Q: 3 clusters Score -2424808 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2425270.250000 Penalty: 4930.962891
	Iteration 7Q: 3 clusters Score -2425270 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2425826.000000 Penalty: 4930.962891
	Iteration 8Q: 3 clusters Score -2425826 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2426491.250000 Penalty: 4930.962891
	Iteration 9Q: 3 clusters Score -2426491 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2427176.500000 Penalty: 4930.962891
	Iteration 10Q: 3 clusters Score -2427176 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2427775.750000 Penalty: 4930.962891
	Iteration 11Q: 3 clusters Score -2427776 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2428227.250000 Penalty: 4930.962891
	Iteration 12Q: 3 clusters Score -2428227 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2428526.500000 Penalty: 4930.962891
	Iteration 13Q: 3 clusters Score -2428526 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2428670.750000 Penalty: 4930.962891
	Iteration 14Q: 3 clusters Score -2428671 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2428740.000000 Penalty: 4930.962891
	Iteration 15Q: 3 clusters Score -2428740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2428773.750000 Penalty: 4930.962891
	Iteration 16Q: 3 clusters Score -2428774 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2428804.750000 Penalty: 4930.962891
	Iteration 17Q: 3 clusters Score -2428805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2428830.750000 Penalty: 4930.962891
	Iteration 18Q: 3 clusters Score -2428831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2428834.500000 Penalty: 4930.962891
	Iteration 19Q: 3 clusters Score -2428834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2428839.750000 Penalty: 4930.962891
	Iteration 20F: 3 clusters Score -2428840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2428847.500000 Penalty: 4930.962891
	Iteration 21Q: 3 clusters Score -2428848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2428848.750000 Penalty: 4930.962891
	Iteration 22Q: 3 clusters Score -2428849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2428848.500000 Penalty: 4930.962891
	Iteration 23Q: 3 clusters Score -2428848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2428855.000000 Penalty: 4930.962891
	Iteration 24Q: 3 clusters Score -2428855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2428853.750000 Penalty: 4930.962891
	Iteration 25Q: 3 clusters Score -2428854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2428858.750000 Penalty: 4930.962891
	Iteration 26Q: 3 clusters Score -2428859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2428871.250000 Penalty: 4930.962891
	Iteration 27Q: 3 clusters Score -2428871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2428867.250000 Penalty: 4930.962891
	Iteration 28Q: 3 clusters Score -2428867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2428874.500000 Penalty: 4930.962891
	Iteration 29Q: 3 clusters Score -2428874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2428876.000000 Penalty: 4930.962891
	Iteration 30Q: 3 clusters Score -2428876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2428876.250000 Penalty: 4930.962891
	Iteration 31Q: 3 clusters Score -2428876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2428885.500000 Penalty: 4930.962891
	Iteration 32Q: 3 clusters Score -2428886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2428885.250000 Penalty: 4930.962891
	Iteration 33Q: 3 clusters Score -2428885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2428891.250000 Penalty: 4930.962891
	Iteration 34Q: 3 clusters Score -2428891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2428890.000000 Penalty: 4930.962891
	Iteration 35Q: 3 clusters Score -2428890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2428886.750000 Penalty: 4930.962891
	Iteration 36Q: 3 clusters Score -2428887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2428886.500000 Penalty: 4930.962891
	Iteration 37Q: 3 clusters Score -2428886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2428893.250000 Penalty: 4930.962891
	Iteration 38Q: 3 clusters Score -2428893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2428894.250000 Penalty: 4930.962891
	Iteration 39Q: 3 clusters Score -2428894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2428889.500000 Penalty: 4930.962891
	Iteration 40F: 3 clusters Score -2428890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2428895.750000 Penalty: 4930.962891
	Iteration 41Q: 3 clusters Score -2428896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2428904.000000 Penalty: 4930.962891
	Iteration 42Q: 3 clusters Score -2428904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2428906.000000 Penalty: 4930.962891
	Iteration 43Q: 3 clusters Score -2428906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2428906.500000 Penalty: 4930.962891
	Iteration 44Q: 3 clusters Score -2428906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2428911.500000 Penalty: 4930.962891
	Iteration 45Q: 3 clusters Score -2428912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2428915.750000 Penalty: 4930.962891
	Iteration 46Q: 3 clusters Score -2428916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2428919.000000 Penalty: 4930.962891
	Iteration 47Q: 3 clusters Score -2428919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2428918.000000 Penalty: 4930.962891
	Iteration 48Q: 3 clusters Score -2428918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2428919.000000 Penalty: 4930.962891
	Iteration 49Q: 3 clusters Score -2428919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2428922.250000 Penalty: 4930.962891
	Iteration 50Q: 3 clusters Score -2428922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2428924.750000 Penalty: 4930.962891
	Iteration 51Q: 3 clusters Score -2428925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2428933.250000 Penalty: 4930.962891
	Iteration 52Q: 3 clusters Score -2428933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2428929.250000 Penalty: 4930.962891
	Iteration 53Q: 3 clusters Score -2428929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2428931.000000 Penalty: 4930.962891
	Iteration 54Q: 3 clusters Score -2428931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2428935.500000 Penalty: 4930.962891
	Iteration 55Q: 3 clusters Score -2428936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2428929.750000 Penalty: 4930.962891
	Iteration 56Q: 3 clusters Score -2428930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2428932.500000 Penalty: 4930.962891
	Iteration 57Q: 3 clusters Score -2428932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2428928.500000 Penalty: 4930.962891
	Iteration 58Q: 3 clusters Score -2428928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2428931.500000 Penalty: 4930.962891
	Iteration 59Q: 3 clusters Score -2428932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2428937.750000 Penalty: 4930.962891
	Iteration 60F: 3 clusters Score -2428938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2428941.750000 Penalty: 4930.962891
	Iteration 61Q: 3 clusters Score -2428942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2428937.000000 Penalty: 4930.962891
	Iteration 62Q: 3 clusters Score -2428937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2428938.000000 Penalty: 4930.962891
	Iteration 63Q: 3 clusters Score -2428938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2428937.000000 Penalty: 4930.962891
	Iteration 64Q: 3 clusters Score -2428937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2428937.250000 Penalty: 4930.962891
	Iteration 65Q: 3 clusters Score -2428937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2428936.500000 Penalty: 4930.962891
	Iteration 66Q: 3 clusters Score -2428936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2428936.500000 Penalty: 4930.962891
	Iteration 67F: 3 clusters Score -2428936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -350755.500000 Penalty: 2002.203979
	Iteration 0F: 2 clusters Score -350755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -347370.343750 Penalty: 4004.407959
	Iteration 0F: 3 clusters Score -347370.3 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -348091.750000 Penalty: 4004.407959
	Iteration 1F: 3 clusters Score -348091.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -348326.843750 Penalty: 4004.407959
	Iteration 2F: 3 clusters Score -348326.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -348489.250000 Penalty: 4004.407959
	Iteration 3F: 3 clusters Score -348489.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348632.218750 Penalty: 4004.407959
	Iteration 4Q: 3 clusters Score -348632.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -348765.343750 Penalty: 4004.407959
	Iteration 5Q: 3 clusters Score -348765.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -348856.343750 Penalty: 4004.407959
	Iteration 6Q: 3 clusters Score -348856.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -348948.968750 Penalty: 4004.407959
	Iteration 7Q: 3 clusters Score -348949 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -349035.093750 Penalty: 4004.407959
	Iteration 8Q: 3 clusters Score -349035.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -349100.375000 Penalty: 4004.407959
	Iteration 9Q: 3 clusters Score -349100.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -349169.562500 Penalty: 4004.407959
	Iteration 10Q: 3 clusters Score -349169.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -349224.000000 Penalty: 4004.407959
	Iteration 11Q: 3 clusters Score -349224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -349263.562500 Penalty: 4004.407959
	Iteration 12Q: 3 clusters Score -349263.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -349286.750000 Penalty: 4004.407959
	Iteration 13Q: 3 clusters Score -349286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -349300.031250 Penalty: 4004.407959
	Iteration 14Q: 3 clusters Score -349300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -349313.406250 Penalty: 4004.407959
	Iteration 15Q: 3 clusters Score -349313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -349319.343750 Penalty: 4004.407959
	Iteration 16Q: 3 clusters Score -349319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -349324.656250 Penalty: 4004.407959
	Iteration 17Q: 3 clusters Score -349324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -349329.093750 Penalty: 4004.407959
	Iteration 18Q: 3 clusters Score -349329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -349336.062500 Penalty: 4004.407959
	Iteration 19Q: 3 clusters Score -349336.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -349345.093750 Penalty: 4004.407959
	Iteration 20F: 3 clusters Score -349345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -349351.406250 Penalty: 4004.407959
	Iteration 21Q: 3 clusters Score -349351.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -349358.812500 Penalty: 4004.407959
	Iteration 22Q: 3 clusters Score -349358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -349366.218750 Penalty: 4004.407959
	Iteration 23Q: 3 clusters Score -349366.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -349376.562500 Penalty: 4004.407959
	Iteration 24Q: 3 clusters Score -349376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -349382.000000 Penalty: 4004.407959
	Iteration 25Q: 3 clusters Score -349382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -349387.593750 Penalty: 4004.407959
	Iteration 26Q: 3 clusters Score -349387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -349394.031250 Penalty: 4004.407959
	Iteration 27Q: 3 clusters Score -349394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -349402.656250 Penalty: 4004.407959
	Iteration 28Q: 3 clusters Score -349402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -349408.125000 Penalty: 4004.407959
	Iteration 29Q: 3 clusters Score -349408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -349417.312500 Penalty: 4004.407959
	Iteration 30Q: 3 clusters Score -349417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -349420.906250 Penalty: 4004.407959
	Iteration 31Q: 3 clusters Score -349420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -349423.031250 Penalty: 4004.407959
	Iteration 32Q: 3 clusters Score -349423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -349426.000000 Penalty: 4004.407959
	Iteration 33Q: 3 clusters Score -349426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -349426.718750 Penalty: 4004.407959
	Iteration 34Q: 3 clusters Score -349426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -349426.812500 Penalty: 4004.407959
	Iteration 35Q: 3 clusters Score -349426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -349426.937500 Penalty: 4004.407959
	Iteration 36Q: 3 clusters Score -349426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -349427.468750 Penalty: 4004.407959
	Iteration 37Q: 3 clusters Score -349427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -349427.468750 Penalty: 4004.407959
	Iteration 38F: 3 clusters Score -349427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Entering Unmasked Estep 
Score: -3666033.750000 Penalty: 2577.133789
	Iteration 0F: 2 clusters Score -3666034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3643836.500000 Penalty: 5154.267578
	Iteration 0F: 3 clusters Score -3643836 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3651777.250000 Penalty: 5154.267578
	Iteration 1F: 3 clusters Score -3651777 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3652193.000000 Penalty: 5154.267578
	Iteration 2Q: 3 clusters Score -3652193 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3652624.000000 Penalty: 5154.267578
	Iteration 3Q: 3 clusters Score -3652624 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3653020.250000 Penalty: 5154.267578
	Iteration 4Q: 3 clusters Score -3653020 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3653415.000000 Penalty: 5154.267578
	Iteration 5Q: 3 clusters Score -3653415 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3653768.750000 Penalty: 5154.267578
	Iteration 6Q: 3 clusters Score -3653769 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3654105.500000 Penalty: 5154.267578
	Iteration 7Q: 3 clusters Score -3654106 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3654439.500000 Penalty: 5154.267578
	Iteration 8Q: 3 clusters Score -3654440 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3654854.000000 Penalty: 5154.267578
	Iteration 9Q: 3 clusters Score -3654854 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3655350.000000 Penalty: 5154.267578
	Iteration 10Q: 3 clusters Score -3655350 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3655931.500000 Penalty: 5154.267578
	Iteration 11Q: 3 clusters Score -3655932 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3656637.500000 Penalty: 5154.267578
	Iteration 12Q: 3 clusters Score -3656638 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3657528.250000 Penalty: 5154.267578
	Iteration 13Q: 3 clusters Score -3657528 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3658516.250000 Penalty: 5154.267578
	Iteration 14Q: 3 clusters Score -3658516 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3659698.500000 Penalty: 5154.267578
	Iteration 15Q: 3 clusters Score -3659698 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3660874.000000 Penalty: 5154.267578
	Iteration 16Q: 3 clusters Score -3660874 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3661913.000000 Penalty: 5154.267578
	Iteration 17Q: 3 clusters Score -3661913 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3662710.750000 Penalty: 5154.267578
	Iteration 18Q: 3 clusters Score -3662711 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3663154.750000 Penalty: 5154.267578
	Iteration 19Q: 3 clusters Score -3663155 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3663392.500000 Penalty: 5154.267578
	Iteration 20F: 3 clusters Score -3663392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3663535.000000 Penalty: 5154.267578
	Iteration 21Q: 3 clusters Score -3663535 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3663628.250000 Penalty: 5154.267578
	Iteration 22Q: 3 clusters Score -3663628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3663680.000000 Penalty: 5154.267578
	Iteration 23Q: 3 clusters Score -3663680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3663719.000000 Penalty: 5154.267578
	Iteration 24Q: 3 clusters Score -3663719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3663734.750000 Penalty: 5154.267578
	Iteration 25Q: 3 clusters Score -3663735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3663744.750000 Penalty: 5154.267578
	Iteration 26Q: 3 clusters Score -3663745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3663760.000000 Penalty: 5154.267578
	Iteration 27Q: 3 clusters Score -3663760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3663771.500000 Penalty: 5154.267578
	Iteration 28Q: 3 clusters Score -3663772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3663776.500000 Penalty: 5154.267578
	Iteration 29Q: 3 clusters Score -3663776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3663781.750000 Penalty: 5154.267578
	Iteration 30Q: 3 clusters Score -3663782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3663784.750000 Penalty: 5154.267578
	Iteration 31Q: 3 clusters Score -3663785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3663790.750000 Penalty: 5154.267578
	Iteration 32Q: 3 clusters Score -3663791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3663793.750000 Penalty: 5154.267578
	Iteration 33Q: 3 clusters Score -3663794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3663794.750000 Penalty: 5154.267578
	Iteration 34Q: 3 clusters Score -3663795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3663794.000000 Penalty: 5154.267578
	Iteration 35Q: 3 clusters Score -3663794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3663796.250000 Penalty: 5154.267578
	Iteration 36Q: 3 clusters Score -3663796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3663801.500000 Penalty: 5154.267578
	Iteration 37Q: 3 clusters Score -3663802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3663801.500000 Penalty: 5154.267578
	Iteration 38Q: 3 clusters Score -3663802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3663803.000000 Penalty: 5154.267578
	Iteration 39Q: 3 clusters Score -3663803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3663803.250000 Penalty: 5154.267578
	Iteration 40F: 3 clusters Score -3663803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Entering Unmasked Estep 
Score: -9909775.000000 Penalty: 2815.934326
	Iteration 0F: 2 clusters Score -9909775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -9852631.000000 Penalty: 5631.868652
	Iteration 0F: 3 clusters Score -9852631 nChanged 40047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -9875296.000000 Penalty: 5631.868652
	Iteration 1F: 3 clusters Score -9875296 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -9876155.000000 Penalty: 5631.868652
	Iteration 2Q: 3 clusters Score -9876155 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -9877001.000000 Penalty: 5631.868652
	Iteration 3Q: 3 clusters Score -9877001 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -9877774.000000 Penalty: 5631.868652
	Iteration 4Q: 3 clusters Score -9877774 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -9878874.000000 Penalty: 5631.868652
	Iteration 5Q: 3 clusters Score -9878874 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -9880419.000000 Penalty: 5631.868652
	Iteration 6Q: 3 clusters Score -9880419 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -9882526.000000 Penalty: 5631.868652
	Iteration 7Q: 3 clusters Score -9882526 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -9885182.000000 Penalty: 5631.868652
	Iteration 8Q: 3 clusters Score -9885182 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -9888621.000000 Penalty: 5631.868652
	Iteration 9F: 3 clusters Score -9888621 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9892261.000000 Penalty: 5631.868652
	Iteration 10F: 3 clusters Score -9892261 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9895429.000000 Penalty: 5631.868652
	Iteration 11F: 3 clusters Score -9895429 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -9897570.000000 Penalty: 5631.868652
	Iteration 12Q: 3 clusters Score -9897570 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -9898779.000000 Penalty: 5631.868652
	Iteration 13Q: 3 clusters Score -9898779 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -9899544.000000 Penalty: 5631.868652
	Iteration 14Q: 3 clusters Score -9899544 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -9900197.000000 Penalty: 5631.868652
	Iteration 15Q: 3 clusters Score -9900197 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -9900644.000000 Penalty: 5631.868652
	Iteration 16Q: 3 clusters Score -9900644 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -9901095.000000 Penalty: 5631.868652
	Iteration 17Q: 3 clusters Score -9901095 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -9901508.000000 Penalty: 5631.868652
	Iteration 18Q: 3 clusters Score -9901508 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -9901941.000000 Penalty: 5631.868652
	Iteration 19Q: 3 clusters Score -9901941 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -9902392.000000 Penalty: 5631.868652
	Iteration 20F: 3 clusters Score -9902392 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -9902994.000000 Penalty: 5631.868652
	Iteration 21Q: 3 clusters Score -9902994 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -9903813.000000 Penalty: 5631.868652
	Iteration 22Q: 3 clusters Score -9903813 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -9904628.000000 Penalty: 5631.868652
	Iteration 23Q: 3 clusters Score -9904628 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -9905420.000000 Penalty: 5631.868652
	Iteration 24Q: 3 clusters Score -9905420 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -9905953.000000 Penalty: 5631.868652
	Iteration 25Q: 3 clusters Score -9905953 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -9906293.000000 Penalty: 5631.868652
	Iteration 26Q: 3 clusters Score -9906293 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -9906486.000000 Penalty: 5631.868652
	Iteration 27Q: 3 clusters Score -9906486 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -9906626.000000 Penalty: 5631.868652
	Iteration 28Q: 3 clusters Score -9906626 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -9906693.000000 Penalty: 5631.868652
	Iteration 29Q: 3 clusters Score -9906693 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -9906727.000000 Penalty: 5631.868652
	Iteration 30Q: 3 clusters Score -9906727 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -9906831.000000 Penalty: 5631.868652
	Iteration 31Q: 3 clusters Score -9906831 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -9906859.000000 Penalty: 5631.868652
	Iteration 32Q: 3 clusters Score -9906859 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -9906852.000000 Penalty: 5631.868652
	Iteration 33Q: 3 clusters Score -9906852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -9906872.000000 Penalty: 5631.868652
	Iteration 34Q: 3 clusters Score -9906872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -9906872.000000 Penalty: 5631.868652
	Iteration 35Q: 3 clusters Score -9906872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -9906866.000000 Penalty: 5631.868652
	Iteration 36Q: 3 clusters Score -9906866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -9906875.000000 Penalty: 5631.868652
	Iteration 37Q: 3 clusters Score -9906875 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -9906914.000000 Penalty: 5631.868652
	Iteration 38Q: 3 clusters Score -9906914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -9906910.000000 Penalty: 5631.868652
	Iteration 39Q: 3 clusters Score -9906910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -9906908.000000 Penalty: 5631.868652
	Iteration 40F: 3 clusters Score -9906908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -9906913.000000 Penalty: 5631.868652
	Iteration 41Q: 3 clusters Score -9906913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -9906928.000000 Penalty: 5631.868652
	Iteration 42Q: 3 clusters Score -9906928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -9906950.000000 Penalty: 5631.868652
	Iteration 43Q: 3 clusters Score -9906950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -9906959.000000 Penalty: 5631.868652
	Iteration 44Q: 3 clusters Score -9906959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -9906968.000000 Penalty: 5631.868652
	Iteration 45Q: 3 clusters Score -9906968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -9906991.000000 Penalty: 5631.868652
	Iteration 46Q: 3 clusters Score -9906991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -9906998.000000 Penalty: 5631.868652
	Iteration 47Q: 3 clusters Score -9906998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -9906993.000000 Penalty: 5631.868652
	Iteration 48Q: 3 clusters Score -9906993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -9906994.000000 Penalty: 5631.868652
	Iteration 49Q: 3 clusters Score -9906994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -9907007.000000 Penalty: 5631.868652
	Iteration 50Q: 3 clusters Score -9907007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -9906997.000000 Penalty: 5631.868652
	Iteration 51Q: 3 clusters Score -9906997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -9906989.000000 Penalty: 5631.868652
	Iteration 52Q: 3 clusters Score -9906989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -9906992.000000 Penalty: 5631.868652
	Iteration 53Q: 3 clusters Score -9906992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -9906996.000000 Penalty: 5631.868652
	Iteration 54Q: 3 clusters Score -9906996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -9907000.000000 Penalty: 5631.868652
	Iteration 55Q: 3 clusters Score -9907000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9906989 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9907003 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -9907005.000000 Penalty: 5631.868652
	Iteration 58Q: 3 clusters Score -9907005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -9907000.000000 Penalty: 5631.868652
	Iteration 59Q: 3 clusters Score -9907000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -9907007.000000 Penalty: 5631.868652
	Iteration 60F: 3 clusters Score -9907007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -9907010.000000 Penalty: 5631.868652
	Iteration 61Q: 3 clusters Score -9907010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -9907008.000000 Penalty: 5631.868652
	Iteration 62Q: 3 clusters Score -9907008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -9907012.000000 Penalty: 5631.868652
	Iteration 63Q: 3 clusters Score -9907012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -9907008.000000 Penalty: 5631.868652
	Iteration 64Q: 3 clusters Score -9907008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -9907008.000000 Penalty: 5631.868652
	Iteration 65Q: 3 clusters Score -9907008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -9907007.000000 Penalty: 5631.868652
	Iteration 66Q: 3 clusters Score -9907007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -9907020.000000 Penalty: 5631.868652
	Iteration 67Q: 3 clusters Score -9907020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -9907020.000000 Penalty: 5631.868652
	Iteration 68Q: 3 clusters Score -9907020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -9907016.000000 Penalty: 5631.868652
	Iteration 69Q: 3 clusters Score -9907016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -9907015.000000 Penalty: 5631.868652
	Iteration 70Q: 3 clusters Score -9907015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -9907002.000000 Penalty: 5631.868652
	Iteration 71Q: 3 clusters Score -9907002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -9907011.000000 Penalty: 5631.868652
	Iteration 72Q: 3 clusters Score -9907011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9907011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -9907016.000000 Penalty: 5631.868652
	Iteration 74Q: 3 clusters Score -9907016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -9907014.000000 Penalty: 5631.868652
	Iteration 75Q: 3 clusters Score -9907014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -9907018.000000 Penalty: 5631.868652
	Iteration 76Q: 3 clusters Score -9907018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -9907018.000000 Penalty: 5631.868652
	Iteration 77Q: 3 clusters Score -9907018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -9907018.000000 Penalty: 5631.868652
	Iteration 78Q: 3 clusters Score -9907018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -9907015.000000 Penalty: 5631.868652
	Iteration 79Q: 3 clusters Score -9907015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9907016 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9907016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -9907015.000000 Penalty: 5631.868652
	Iteration 82Q: 3 clusters Score -9907015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -9907001.000000 Penalty: 5631.868652
	Iteration 83Q: 3 clusters Score -9907001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -9906999.000000 Penalty: 5631.868652
	Iteration 84Q: 3 clusters Score -9906999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -9906995.000000 Penalty: 5631.868652
	Iteration 85Q: 3 clusters Score -9906995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -9906994.000000 Penalty: 5631.868652
	Iteration 86Q: 3 clusters Score -9906994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -9906997.000000 Penalty: 5631.868652
	Iteration 87Q: 3 clusters Score -9906997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -9906996.000000 Penalty: 5631.868652
	Iteration 88Q: 3 clusters Score -9906996 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -9907001.000000 Penalty: 5631.868652
	Iteration 89Q: 3 clusters Score -9907001 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -9907005.000000 Penalty: 5631.868652
	Iteration 90Q: 3 clusters Score -9907005 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -9907009.000000 Penalty: 5631.868652
	Iteration 91Q: 3 clusters Score -9907009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -9907002.000000 Penalty: 5631.868652
	Iteration 92Q: 3 clusters Score -9907002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9906998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9907002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -9907007.000000 Penalty: 5631.868652
	Iteration 95Q: 3 clusters Score -9907007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -9907005.000000 Penalty: 5631.868652
	Iteration 96Q: 3 clusters Score -9907005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -9907021.000000 Penalty: 5631.868652
	Iteration 97Q: 3 clusters Score -9907021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -9907016.000000 Penalty: 5631.868652
	Iteration 98Q: 3 clusters Score -9907016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -9907017.000000 Penalty: 5631.868652
	Iteration 99Q: 3 clusters Score -9907017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -9907018.000000 Penalty: 5631.868652
	Iteration 100F: 3 clusters Score -9907018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -9907013.000000 Penalty: 5631.868652
	Iteration 101Q: 3 clusters Score -9907013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -9907000.000000 Penalty: 5631.868652
	Iteration 102Q: 3 clusters Score -9907000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -9907002.000000 Penalty: 5631.868652
	Iteration 103Q: 3 clusters Score -9907002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -9907007.000000 Penalty: 5631.868652
	Iteration 104Q: 3 clusters Score -9907007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -9907009.000000 Penalty: 5631.868652
	Iteration 105Q: 3 clusters Score -9907009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9907009 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9907009 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -9907009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (317046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 317046 members 
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	Iteration 0F: 2 clusters Score -3.624899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3.60518e+07 nChanged 153898
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163097 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3.614259e+07 nChanged 8139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166464 members 
Mstep: Class 2 contains 150582 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3.614394e+07 nChanged 9326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171718 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3.614618e+07 nChanged 11393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3.614928e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 125896 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3.61544e+07 nChanged 18188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206448 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -36162908.000000 Penalty: 6282.733887
	Iteration 6F: 3 clusters Score -3.616291e+07 nChanged 21058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224750 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -36175492.000000 Penalty: 6282.733887
	Iteration 7F: 3 clusters Score -3.617549e+07 nChanged 21254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243320 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -36190732.000000 Penalty: 6282.733887
	Iteration 8F: 3 clusters Score -3.619073e+07 nChanged 18289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 258515 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3.62051e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268393 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -36215760.000000 Penalty: 6282.733887
	Iteration 10Q: 3 clusters Score -3.621576e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273845 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3.622159e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277406 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -36224572.000000 Penalty: 6282.733887
	Iteration 12Q: 3 clusters Score -3.622457e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280594 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -36226144.000000 Penalty: 6282.733887
	Iteration 13Q: 3 clusters Score -3.622614e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283634 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -36228068.000000 Penalty: 6282.733887
	Iteration 14Q: 3 clusters Score -3.622807e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286556 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -36229948.000000 Penalty: 6282.733887
	Iteration 15Q: 3 clusters Score -3.622995e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289461 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -36231820.000000 Penalty: 6282.733887
	Iteration 16Q: 3 clusters Score -3.623182e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292296 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -36233152.000000 Penalty: 6282.733887
	Iteration 17Q: 3 clusters Score -3.623315e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294927 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -36234484.000000 Penalty: 6282.733887
	Iteration 18Q: 3 clusters Score -3.623448e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297452 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -36235724.000000 Penalty: 6282.733887
	Iteration 19Q: 3 clusters Score -3.623572e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299780 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -36236992.000000 Penalty: 6282.733887
	Iteration 20F: 3 clusters Score -3.623699e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301913 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -36237968.000000 Penalty: 6282.733887
	Iteration 21Q: 3 clusters Score -3.623797e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303813 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -36238960.000000 Penalty: 6282.733887
	Iteration 22Q: 3 clusters Score -3.623896e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305516 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -36239956.000000 Penalty: 6282.733887
	Iteration 23Q: 3 clusters Score -3.623996e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307061 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -36240792.000000 Penalty: 6282.733887
	Iteration 24Q: 3 clusters Score -3.624079e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308401 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -36241504.000000 Penalty: 6282.733887
	Iteration 25Q: 3 clusters Score -3.62415e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309628 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -36242252.000000 Penalty: 6282.733887
	Iteration 26Q: 3 clusters Score -3.624225e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310661 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -36243020.000000 Penalty: 6282.733887
	Iteration 27Q: 3 clusters Score -3.624302e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311555 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -36243572.000000 Penalty: 6282.733887
	Iteration 28Q: 3 clusters Score -3.624357e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312292 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -36244012.000000 Penalty: 6282.733887
	Iteration 29Q: 3 clusters Score -3.624401e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312888 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -36244284.000000 Penalty: 6282.733887
	Iteration 30Q: 3 clusters Score -3.624428e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313375 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -36244652.000000 Penalty: 6282.733887
	Iteration 31Q: 3 clusters Score -3.624465e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313793 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -36244940.000000 Penalty: 6282.733887
	Iteration 32Q: 3 clusters Score -3.624494e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314148 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -36245184.000000 Penalty: 6282.733887
	Iteration 33Q: 3 clusters Score -3.624518e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314448 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -36245392.000000 Penalty: 6282.733887
	Iteration 34Q: 3 clusters Score -3.624539e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314692 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -36245592.000000 Penalty: 6282.733887
	Iteration 35Q: 3 clusters Score -3.624559e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314903 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -36245704.000000 Penalty: 6282.733887
	Iteration 36Q: 3 clusters Score -3.62457e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315091 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -36245860.000000 Penalty: 6282.733887
	Iteration 37Q: 3 clusters Score -3.624586e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315246 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -36246032.000000 Penalty: 6282.733887
	Iteration 38Q: 3 clusters Score -3.624603e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315386 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -36246124.000000 Penalty: 6282.733887
	Iteration 39Q: 3 clusters Score -3.624612e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315506 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -36246220.000000 Penalty: 6282.733887
	Iteration 40F: 3 clusters Score -3.624622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315590 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -36246268.000000 Penalty: 6282.733887
	Iteration 41Q: 3 clusters Score -3.624627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315649 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -36246284.000000 Penalty: 6282.733887
	Iteration 42Q: 3 clusters Score -3.624628e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315700 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -36246316.000000 Penalty: 6282.733887
	Iteration 43Q: 3 clusters Score -3.624632e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315751 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -36246412.000000 Penalty: 6282.733887
	Iteration 44Q: 3 clusters Score -3.624641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315794 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -36246484.000000 Penalty: 6282.733887
	Iteration 45Q: 3 clusters Score -3.624648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315818 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36246512.000000 Penalty: 6282.733887
	Iteration 46Q: 3 clusters Score -3.624651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315838 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -36246536.000000 Penalty: 6282.733887
	Iteration 47Q: 3 clusters Score -3.624654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315851 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -36246532.000000 Penalty: 6282.733887
	Iteration 48Q: 3 clusters Score -3.624653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315872 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -36246524.000000 Penalty: 6282.733887
	Iteration 49Q: 3 clusters Score -3.624652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315890 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -36246508.000000 Penalty: 6282.733887
	Iteration 50Q: 3 clusters Score -3.624651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315902 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -36246476.000000 Penalty: 6282.733887
	Iteration 51Q: 3 clusters Score -3.624648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315912 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -36246452.000000 Penalty: 6282.733887
	Iteration 52Q: 3 clusters Score -3.624645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315927 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -36246440.000000 Penalty: 6282.733887
	Iteration 53Q: 3 clusters Score -3.624644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315939 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -36246484.000000 Penalty: 6282.733887
	Iteration 54Q: 3 clusters Score -3.624648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315953 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -36246440.000000 Penalty: 6282.733887
	Iteration 55Q: 3 clusters Score -3.624644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315959 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -36246452.000000 Penalty: 6282.733887
	Iteration 56Q: 3 clusters Score -3.624645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315964 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -36246468.000000 Penalty: 6282.733887
	Iteration 57Q: 3 clusters Score -3.624647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315977 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -36246492.000000 Penalty: 6282.733887
	Iteration 58Q: 3 clusters Score -3.624649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315986 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -36246484.000000 Penalty: 6282.733887
	Iteration 59Q: 3 clusters Score -3.624648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316001 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -36246512.000000 Penalty: 6282.733887
	Iteration 60F: 3 clusters Score -3.624651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316009 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -36246504.000000 Penalty: 6282.733887
	Iteration 61Q: 3 clusters Score -3.62465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316015 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -36246508.000000 Penalty: 6282.733887
	Iteration 62Q: 3 clusters Score -3.624651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316024 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -36246536.000000 Penalty: 6282.733887
	Iteration 63Q: 3 clusters Score -3.624654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316033 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -36246536.000000 Penalty: 6282.733887
	Iteration 64Q: 3 clusters Score -3.624654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316037 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -36246532.000000 Penalty: 6282.733887
	Iteration 65Q: 3 clusters Score -3.624653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316042 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -36246552.000000 Penalty: 6282.733887
	Iteration 66Q: 3 clusters Score -3.624655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316046 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -36246564.000000 Penalty: 6282.733887
	Iteration 67Q: 3 clusters Score -3.624656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316050 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -36246544.000000 Penalty: 6282.733887
	Iteration 68Q: 3 clusters Score -3.624654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316053 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -36246552.000000 Penalty: 6282.733887
	Iteration 69Q: 3 clusters Score -3.624655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316056 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -36246556.000000 Penalty: 6282.733887
	Iteration 70Q: 3 clusters Score -3.624656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316059 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -36246552.000000 Penalty: 6282.733887
	Iteration 71Q: 3 clusters Score -3.624655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316059 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -36246548.000000 Penalty: 6282.733887
	Iteration 72Q: 3 clusters Score -3.624655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316059 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -36246548.000000 Penalty: 6282.733887
	Iteration 73F: 3 clusters Score -3.624655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Entering Unmasked Estep 
Score: -412481.343750 Penalty: 2032.374390
	Iteration 0F: 2 clusters Score -412481.3 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 1820 members 
Entering Unmasked Estep 
Score: -408861.250000 Penalty: 4064.748779
	Iteration 0F: 3 clusters Score -408861.2 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -409639.375000 Penalty: 4064.748779
	Iteration 1F: 3 clusters Score -409639.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -409798.843750 Penalty: 4064.748779
	Iteration 2F: 3 clusters Score -409798.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -409881.093750 Penalty: 4064.748779
	Iteration 3Q: 3 clusters Score -409881.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -409931.000000 Penalty: 4064.748779
	Iteration 4Q: 3 clusters Score -409931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -409973.562500 Penalty: 4064.748779
	Iteration 5Q: 3 clusters Score -409973.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -409998.687500 Penalty: 4064.748779
	Iteration 6Q: 3 clusters Score -409998.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -410019.000000 Penalty: 4064.748779
	Iteration 7Q: 3 clusters Score -410019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -410035.531250 Penalty: 4064.748779
	Iteration 8Q: 3 clusters Score -410035.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -410052.562500 Penalty: 4064.748779
	Iteration 9Q: 3 clusters Score -410052.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410061.437500 Penalty: 4064.748779
	Iteration 10Q: 3 clusters Score -410061.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -410067.437500 Penalty: 4064.748779
	Iteration 11Q: 3 clusters Score -410067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -410072.218750 Penalty: 4064.748779
	Iteration 12Q: 3 clusters Score -410072.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410076.218750 Penalty: 4064.748779
	Iteration 13Q: 3 clusters Score -410076.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -410081.562500 Penalty: 4064.748779
	Iteration 14Q: 3 clusters Score -410081.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -410086.125000 Penalty: 4064.748779
	Iteration 15Q: 3 clusters Score -410086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -410087.937500 Penalty: 4064.748779
	Iteration 16Q: 3 clusters Score -410087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -410089.125000 Penalty: 4064.748779
	Iteration 17Q: 3 clusters Score -410089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -410090.406250 Penalty: 4064.748779
	Iteration 18Q: 3 clusters Score -410090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -410092.250000 Penalty: 4064.748779
	Iteration 19Q: 3 clusters Score -410092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -410094.343750 Penalty: 4064.748779
	Iteration 20F: 3 clusters Score -410094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410096.656250 Penalty: 4064.748779
	Iteration 21Q: 3 clusters Score -410096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410096.500000 Penalty: 4064.748779
	Iteration 22Q: 3 clusters Score -410096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -410098.218750 Penalty: 4064.748779
	Iteration 23Q: 3 clusters Score -410098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410099.406250 Penalty: 4064.748779
	Iteration 24Q: 3 clusters Score -410099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410099.625000 Penalty: 4064.748779
	Iteration 25Q: 3 clusters Score -410099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410100.343750 Penalty: 4064.748779
	Iteration 26Q: 3 clusters Score -410100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410101.250000 Penalty: 4064.748779
	Iteration 27Q: 3 clusters Score -410101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410103.250000 Penalty: 4064.748779
	Iteration 28Q: 3 clusters Score -410103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410102.906250 Penalty: 4064.748779
	Iteration 29Q: 3 clusters Score -410102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410103.718750 Penalty: 4064.748779
	Iteration 30Q: 3 clusters Score -410103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410103.312500 Penalty: 4064.748779
	Iteration 31Q: 3 clusters Score -410103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410103.312500 Penalty: 4064.748779
	Iteration 32F: 3 clusters Score -410103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -1047902.250000 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -1047902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1040910.000000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -1040910 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1042968.312500 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -1042968 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1043327.000000 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -1043327 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1043613.375000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -1043613 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1043834.250000 Penalty: 4516.840820
	Iteration 4Q: 3 clusters Score -1043834 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1044001.625000 Penalty: 4516.840820
	Iteration 5Q: 3 clusters Score -1044002 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1044141.375000 Penalty: 4516.840820
	Iteration 6Q: 3 clusters Score -1044141 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1044276.125000 Penalty: 4516.840820
	Iteration 7Q: 3 clusters Score -1044276 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1044426.312500 Penalty: 4516.840820
	Iteration 8Q: 3 clusters Score -1044426 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1044563.250000 Penalty: 4516.840820
	Iteration 9Q: 3 clusters Score -1044563 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1044698.437500 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -1044698 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1044863.187500 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -1044863 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1045025.750000 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -1045026 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1045154.562500 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -1045155 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1045249.375000 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -1045249 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1045310.125000 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -1045310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1045359.687500 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -1045360 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1045410.625000 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -1045411 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1045461.625000 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -1045462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1045500.312500 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -1045500 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1045536.500000 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -1045536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1045560.125000 Penalty: 4516.840820
	Iteration 21Q: 3 clusters Score -1045560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1045587.187500 Penalty: 4516.840820
	Iteration 22Q: 3 clusters Score -1045587 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1045611.125000 Penalty: 4516.840820
	Iteration 23Q: 3 clusters Score -1045611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1045633.875000 Penalty: 4516.840820
	Iteration 24Q: 3 clusters Score -1045634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1045656.375000 Penalty: 4516.840820
	Iteration 25Q: 3 clusters Score -1045656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1045686.375000 Penalty: 4516.840820
	Iteration 26Q: 3 clusters Score -1045686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1045711.875000 Penalty: 4516.840820
	Iteration 27Q: 3 clusters Score -1045712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1045732.687500 Penalty: 4516.840820
	Iteration 28Q: 3 clusters Score -1045733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1045750.312500 Penalty: 4516.840820
	Iteration 29Q: 3 clusters Score -1045750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1045762.562500 Penalty: 4516.840820
	Iteration 30Q: 3 clusters Score -1045763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1045771.937500 Penalty: 4516.840820
	Iteration 31Q: 3 clusters Score -1045772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1045781.437500 Penalty: 4516.840820
	Iteration 32Q: 3 clusters Score -1045781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1045793.312500 Penalty: 4516.840820
	Iteration 33Q: 3 clusters Score -1045793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1045798.187500 Penalty: 4516.840820
	Iteration 34Q: 3 clusters Score -1045798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1045806.125000 Penalty: 4516.840820
	Iteration 35Q: 3 clusters Score -1045806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1045812.562500 Penalty: 4516.840820
	Iteration 36Q: 3 clusters Score -1045813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1045820.812500 Penalty: 4516.840820
	Iteration 37Q: 3 clusters Score -1045821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1045828.687500 Penalty: 4516.840820
	Iteration 38Q: 3 clusters Score -1045829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1045838.562500 Penalty: 4516.840820
	Iteration 39Q: 3 clusters Score -1045839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1045850.625000 Penalty: 4516.840820
	Iteration 40F: 3 clusters Score -1045851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1045862.687500 Penalty: 4516.840820
	Iteration 41Q: 3 clusters Score -1045863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1045870.375000 Penalty: 4516.840820
	Iteration 42Q: 3 clusters Score -1045870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1045880.750000 Penalty: 4516.840820
	Iteration 43Q: 3 clusters Score -1045881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1045887.437500 Penalty: 4516.840820
	Iteration 44Q: 3 clusters Score -1045887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1045899.875000 Penalty: 4516.840820
	Iteration 45Q: 3 clusters Score -1045900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1045907.625000 Penalty: 4516.840820
	Iteration 46Q: 3 clusters Score -1045908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1045915.250000 Penalty: 4516.840820
	Iteration 47Q: 3 clusters Score -1045915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1045923.625000 Penalty: 4516.840820
	Iteration 48Q: 3 clusters Score -1045924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1045930.437500 Penalty: 4516.840820
	Iteration 49Q: 3 clusters Score -1045930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1045936.562500 Penalty: 4516.840820
	Iteration 50Q: 3 clusters Score -1045937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1045942.187500 Penalty: 4516.840820
	Iteration 51Q: 3 clusters Score -1045942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1045942.875000 Penalty: 4516.840820
	Iteration 52Q: 3 clusters Score -1045943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1045949.375000 Penalty: 4516.840820
	Iteration 53Q: 3 clusters Score -1045949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1045955.562500 Penalty: 4516.840820
	Iteration 54Q: 3 clusters Score -1045956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1045956.687500 Penalty: 4516.840820
	Iteration 55Q: 3 clusters Score -1045957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1045956.000000 Penalty: 4516.840820
	Iteration 56Q: 3 clusters Score -1045956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1045958.375000 Penalty: 4516.840820
	Iteration 57Q: 3 clusters Score -1045958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1045957.250000 Penalty: 4516.840820
	Iteration 58Q: 3 clusters Score -1045957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1045957.875000 Penalty: 4516.840820
	Iteration 59Q: 3 clusters Score -1045958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1045962.250000 Penalty: 4516.840820
	Iteration 60F: 3 clusters Score -1045962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1045962.937500 Penalty: 4516.840820
	Iteration 61Q: 3 clusters Score -1045963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1045962.937500 Penalty: 4516.840820
	Iteration 62Q: 3 clusters Score -1045963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1045962.625000 Penalty: 4516.840820
	Iteration 63Q: 3 clusters Score -1045963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1045963.562500 Penalty: 4516.840820
	Iteration 64Q: 3 clusters Score -1045964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1045967.312500 Penalty: 4516.840820
	Iteration 65Q: 3 clusters Score -1045967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1045974.937500 Penalty: 4516.840820
	Iteration 66Q: 3 clusters Score -1045975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1045977.437500 Penalty: 4516.840820
	Iteration 67Q: 3 clusters Score -1045977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1045982.250000 Penalty: 4516.840820
	Iteration 68Q: 3 clusters Score -1045982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1045982.812500 Penalty: 4516.840820
	Iteration 69Q: 3 clusters Score -1045983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1045984.875000 Penalty: 4516.840820
	Iteration 70Q: 3 clusters Score -1045985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1045986.562500 Penalty: 4516.840820
	Iteration 71Q: 3 clusters Score -1045987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1045988.250000 Penalty: 4516.840820
	Iteration 72Q: 3 clusters Score -1045988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1045989.500000 Penalty: 4516.840820
	Iteration 73Q: 3 clusters Score -1045990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1045990.875000 Penalty: 4516.840820
	Iteration 74Q: 3 clusters Score -1045991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1045992.125000 Penalty: 4516.840820
	Iteration 75Q: 3 clusters Score -1045992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1045993.937500 Penalty: 4516.840820
	Iteration 76Q: 3 clusters Score -1045994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1045996.625000 Penalty: 4516.840820
	Iteration 77Q: 3 clusters Score -1045997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1045996.125000 Penalty: 4516.840820
	Iteration 78Q: 3 clusters Score -1045996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1045999.937500 Penalty: 4516.840820
	Iteration 79Q: 3 clusters Score -1046000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1046000.250000 Penalty: 4516.840820
	Iteration 80F: 3 clusters Score -1046000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1046002.312500 Penalty: 4516.840820
	Iteration 81Q: 3 clusters Score -1046002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1046005.312500 Penalty: 4516.840820
	Iteration 82Q: 3 clusters Score -1046005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1046005.187500 Penalty: 4516.840820
	Iteration 83Q: 3 clusters Score -1046005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1046009.750000 Penalty: 4516.840820
	Iteration 84Q: 3 clusters Score -1046010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1046007.687500 Penalty: 4516.840820
	Iteration 85Q: 3 clusters Score -1046008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1046010.937500 Penalty: 4516.840820
	Iteration 86Q: 3 clusters Score -1046011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1046007.687500 Penalty: 4516.840820
	Iteration 87Q: 3 clusters Score -1046008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1046011.437500 Penalty: 4516.840820
	Iteration 88Q: 3 clusters Score -1046011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1046012.500000 Penalty: 4516.840820
	Iteration 89Q: 3 clusters Score -1046012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1046017.250000 Penalty: 4516.840820
	Iteration 90Q: 3 clusters Score -1046017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1046016.500000 Penalty: 4516.840820
	Iteration 91Q: 3 clusters Score -1046016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1046014.812500 Penalty: 4516.840820
	Iteration 92Q: 3 clusters Score -1046015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1046015.375000 Penalty: 4516.840820
	Iteration 93Q: 3 clusters Score -1046015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1046015.187500 Penalty: 4516.840820
	Iteration 94Q: 3 clusters Score -1046015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1046015.187500 Penalty: 4516.840820
	Iteration 95F: 3 clusters Score -1046015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (120950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120950 members 
Entering Unmasked Estep 
Score: -14031654.000000 Penalty: 2902.376953
	Iteration 0F: 2 clusters Score -1.403165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -13950808.000000 Penalty: 5804.753906
	Iteration 0F: 3 clusters Score -1.395081e+07 nChanged 57441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -13984013.000000 Penalty: 5804.753906
	Iteration 1F: 3 clusters Score -1.398401e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -13985021.000000 Penalty: 5804.753906
	Iteration 2Q: 3 clusters Score -1.398502e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -13986590.000000 Penalty: 5804.753906
	Iteration 3Q: 3 clusters Score -1.398659e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -13988898.000000 Penalty: 5804.753906
	Iteration 4Q: 3 clusters Score -1.39889e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -13992682.000000 Penalty: 5804.753906
	Iteration 5F: 3 clusters Score -1.399268e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -13998872.000000 Penalty: 5804.753906
	Iteration 6F: 3 clusters Score -1.399887e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -14007294.000000 Penalty: 5804.753906
	Iteration 7F: 3 clusters Score -1.400729e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 105911 members 
Entering Unmasked Estep 
Score: -14016649.000000 Penalty: 5804.753906
	Iteration 8F: 3 clusters Score -1.401665e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -14023192.000000 Penalty: 5804.753906
	Iteration 9F: 3 clusters Score -1.402319e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -14026920.000000 Penalty: 5804.753906
	Iteration 10Q: 3 clusters Score -1.402692e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -14028570.000000 Penalty: 5804.753906
	Iteration 11Q: 3 clusters Score -1.402857e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -14029187.000000 Penalty: 5804.753906
	Iteration 12Q: 3 clusters Score -1.402919e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 119590 members 
Entering Unmasked Estep 
Score: -14029444.000000 Penalty: 5804.753906
	Iteration 13Q: 3 clusters Score -1.402944e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -14029526.000000 Penalty: 5804.753906
	Iteration 14Q: 3 clusters Score -1.402953e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
Score: -14029584.000000 Penalty: 5804.753906
	Iteration 15Q: 3 clusters Score -1.402958e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -14029607.000000 Penalty: 5804.753906
	Iteration 16Q: 3 clusters Score -1.402961e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 119866 members 
Entering Unmasked Estep 
Score: -14029654.000000 Penalty: 5804.753906
	Iteration 17Q: 3 clusters Score -1.402965e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 119904 members 
Entering Unmasked Estep 
Score: -14029643.000000 Penalty: 5804.753906
	Iteration 18Q: 3 clusters Score -1.402964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -14029669.000000 Penalty: 5804.753906
	Iteration 19Q: 3 clusters Score -1.402967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -14029677.000000 Penalty: 5804.753906
	Iteration 20F: 3 clusters Score -1.402968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -14029683.000000 Penalty: 5804.753906
	Iteration 21Q: 3 clusters Score -1.402968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -14029691.000000 Penalty: 5804.753906
	Iteration 22Q: 3 clusters Score -1.402969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 119952 members 
Entering Unmasked Estep 
Score: -14029696.000000 Penalty: 5804.753906
	Iteration 23Q: 3 clusters Score -1.40297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -14029702.000000 Penalty: 5804.753906
	Iteration 24Q: 3 clusters Score -1.40297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -14029696.000000 Penalty: 5804.753906
	Iteration 25Q: 3 clusters Score -1.40297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -14029697.000000 Penalty: 5804.753906
	Iteration 26Q: 3 clusters Score -1.40297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -14029701.000000 Penalty: 5804.753906
	Iteration 27Q: 3 clusters Score -1.40297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -14029696.000000 Penalty: 5804.753906
	Iteration 28Q: 3 clusters Score -1.40297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 119962 members 
Entering Unmasked Estep 
Score: -14029700.000000 Penalty: 5804.753906
	Iteration 29Q: 3 clusters Score -1.40297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 119963 members 
Entering Unmasked Estep 
Score: -14029702.000000 Penalty: 5804.753906
	Iteration 30Q: 3 clusters Score -1.40297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -14029711.000000 Penalty: 5804.753906
	Iteration 31Q: 3 clusters Score -1.402971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -14029702.000000 Penalty: 5804.753906
	Iteration 32Q: 3 clusters Score -1.40297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -14029713.000000 Penalty: 5804.753906
	Iteration 33Q: 3 clusters Score -1.402971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -14029706.000000 Penalty: 5804.753906
	Iteration 34Q: 3 clusters Score -1.402971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 119979 members 
Entering Unmasked Estep 
Score: -14029706.000000 Penalty: 5804.753906
	Iteration 35F: 3 clusters Score -1.402971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -94571.507812 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -94571.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92781.914062 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -92781.91 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -93934.570312 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -93934.57 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95835.546875 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -95835.55 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97496.632812 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -97496.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -97947.085938 Penalty: 3449.973877
	Iteration 4F: 3 clusters Score -97947.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -98095.132812 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -98095.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -98132.093750 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -98132.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -98262.078125 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -98262.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -98376.148438 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -98376.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -98409.398438 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -98409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -98419.992188 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -98419.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -98423.476562 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -98423.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -98487.750000 Penalty: 3449.973877
	Iteration 12F: 3 clusters Score -98487.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -98822.421875 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -98822.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -99027.617188 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -99027.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -99215.187500 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -99215.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -99680.156250 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -99680.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -99897.070312 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -99897.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -99897.070312 Penalty: 3449.973877
	Iteration 18F: 3 clusters Score -99897.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20774 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 85355 members 
Mstep: Class 10 contains 317046 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9014 members 
Mstep: Class 13 contains 120950 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 123611 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8761 members 
Mstep: Class 21 contains 177854 members 
Mstep: Class 22 contains 196 members 
Entering Unmasked Estep 
Score: -114548144.000000 Penalty: 75469.992188
Splitting cluster 14 changes total score from -114544504.000000 to -114548144.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -150347.734375 Penalty: 1818.913574
	Iteration 0F: 2 clusters Score -150347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -148106.171875 Penalty: 3637.827148
	Iteration 0F: 3 clusters Score -148106.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -149083.406250 Penalty: 3637.827148
	Iteration 1F: 3 clusters Score -149083.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -149665.984375 Penalty: 3637.827148
	Iteration 2F: 3 clusters Score -149666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150162.718750 Penalty: 3637.827148
	Iteration 3F: 3 clusters Score -150162.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150609.062500 Penalty: 3637.827148
	Iteration 4F: 3 clusters Score -150609.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151078.546875 Penalty: 3637.827148
	Iteration 5F: 3 clusters Score -151078.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151264.203125 Penalty: 3637.827148
	Iteration 6Q: 3 clusters Score -151264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151324.093750 Penalty: 3637.827148
	Iteration 7Q: 3 clusters Score -151324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151376.343750 Penalty: 3637.827148
	Iteration 8Q: 3 clusters Score -151376.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151433.859375 Penalty: 3637.827148
	Iteration 9Q: 3 clusters Score -151433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -151536.671875 Penalty: 3637.827148
	Iteration 10Q: 3 clusters Score -151536.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -151696.140625 Penalty: 3637.827148
	Iteration 11Q: 3 clusters Score -151696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -151873.031250 Penalty: 3637.827148
	Iteration 12Q: 3 clusters Score -151873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -151873.937500 Penalty: 3637.827148
	Iteration 13Q: 3 clusters Score -151873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -151876.656250 Penalty: 3637.827148
	Iteration 14Q: 3 clusters Score -151876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -151876.656250 Penalty: 3637.827148
	Iteration 15F: 3 clusters Score -151876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20774 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 85355 members 
Mstep: Class 10 contains 317046 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9014 members 
Mstep: Class 13 contains 120950 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1047 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 123611 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8761 members 
Mstep: Class 21 contains 177854 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 485 members 
Entering Unmasked Estep 
Score: -114548120.000000 Penalty: 78900.445312
Splitting cluster 15 changes total score from -114544504.000000 to -114548120.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (18934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Entering Unmasked Estep 
Score: -2200071.250000 Penalty: 2442.481201
	Iteration 0F: 2 clusters Score -2200071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2186667.750000 Penalty: 4884.962402
	Iteration 0F: 3 clusters Score -2186668 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2191069.250000 Penalty: 4884.962402
	Iteration 1F: 3 clusters Score -2191069 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2191441.000000 Penalty: 4884.962402
	Iteration 2F: 3 clusters Score -2191441 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2191828.500000 Penalty: 4884.962402
	Iteration 3Q: 3 clusters Score -2191828 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2192231.250000 Penalty: 4884.962402
	Iteration 4Q: 3 clusters Score -2192231 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2192636.250000 Penalty: 4884.962402
	Iteration 5Q: 3 clusters Score -2192636 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2193019.000000 Penalty: 4884.962402
	Iteration 6Q: 3 clusters Score -2193019 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2193384.000000 Penalty: 4884.962402
	Iteration 7Q: 3 clusters Score -2193384 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2193706.000000 Penalty: 4884.962402
	Iteration 8Q: 3 clusters Score -2193706 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2193986.500000 Penalty: 4884.962402
	Iteration 9Q: 3 clusters Score -2193986 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2194245.500000 Penalty: 4884.962402
	Iteration 10Q: 3 clusters Score -2194246 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2194488.000000 Penalty: 4884.962402
	Iteration 11Q: 3 clusters Score -2194488 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2194705.750000 Penalty: 4884.962402
	Iteration 12Q: 3 clusters Score -2194706 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2194897.500000 Penalty: 4884.962402
	Iteration 13Q: 3 clusters Score -2194898 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2195059.000000 Penalty: 4884.962402
	Iteration 14Q: 3 clusters Score -2195059 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2195193.500000 Penalty: 4884.962402
	Iteration 15Q: 3 clusters Score -2195194 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2195310.000000 Penalty: 4884.962402
	Iteration 16Q: 3 clusters Score -2195310 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2195425.250000 Penalty: 4884.962402
	Iteration 17Q: 3 clusters Score -2195425 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2195522.000000 Penalty: 4884.962402
	Iteration 18Q: 3 clusters Score -2195522 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2195615.500000 Penalty: 4884.962402
	Iteration 19Q: 3 clusters Score -2195616 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2195699.500000 Penalty: 4884.962402
	Iteration 20F: 3 clusters Score -2195700 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2195781.500000 Penalty: 4884.962402
	Iteration 21Q: 3 clusters Score -2195782 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2195857.500000 Penalty: 4884.962402
	Iteration 22Q: 3 clusters Score -2195858 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2195933.750000 Penalty: 4884.962402
	Iteration 23Q: 3 clusters Score -2195934 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2195990.000000 Penalty: 4884.962402
	Iteration 24Q: 3 clusters Score -2195990 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2196076.750000 Penalty: 4884.962402
	Iteration 25Q: 3 clusters Score -2196077 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2196157.250000 Penalty: 4884.962402
	Iteration 26Q: 3 clusters Score -2196157 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2196232.250000 Penalty: 4884.962402
	Iteration 27Q: 3 clusters Score -2196232 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2196312.500000 Penalty: 4884.962402
	Iteration 28Q: 3 clusters Score -2196312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2196382.750000 Penalty: 4884.962402
	Iteration 29Q: 3 clusters Score -2196383 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2196478.250000 Penalty: 4884.962402
	Iteration 30Q: 3 clusters Score -2196478 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2196576.500000 Penalty: 4884.962402
	Iteration 31Q: 3 clusters Score -2196576 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2196654.750000 Penalty: 4884.962402
	Iteration 32Q: 3 clusters Score -2196655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2196745.000000 Penalty: 4884.962402
	Iteration 33Q: 3 clusters Score -2196745 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2196831.750000 Penalty: 4884.962402
	Iteration 34Q: 3 clusters Score -2196832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2196921.500000 Penalty: 4884.962402
	Iteration 35Q: 3 clusters Score -2196922 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2197020.250000 Penalty: 4884.962402
	Iteration 36Q: 3 clusters Score -2197020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2197110.500000 Penalty: 4884.962402
	Iteration 37Q: 3 clusters Score -2197110 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2197194.000000 Penalty: 4884.962402
	Iteration 38Q: 3 clusters Score -2197194 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2197287.750000 Penalty: 4884.962402
	Iteration 39Q: 3 clusters Score -2197288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2197378.250000 Penalty: 4884.962402
	Iteration 40F: 3 clusters Score -2197378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2197442.000000 Penalty: 4884.962402
	Iteration 41Q: 3 clusters Score -2197442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2197502.250000 Penalty: 4884.962402
	Iteration 42Q: 3 clusters Score -2197502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2197553.000000 Penalty: 4884.962402
	Iteration 43Q: 3 clusters Score -2197553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2197607.750000 Penalty: 4884.962402
	Iteration 44Q: 3 clusters Score -2197608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2197655.250000 Penalty: 4884.962402
	Iteration 45Q: 3 clusters Score -2197655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2197690.750000 Penalty: 4884.962402
	Iteration 46Q: 3 clusters Score -2197691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2197714.250000 Penalty: 4884.962402
	Iteration 47Q: 3 clusters Score -2197714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2197747.250000 Penalty: 4884.962402
	Iteration 48Q: 3 clusters Score -2197747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2197772.500000 Penalty: 4884.962402
	Iteration 49Q: 3 clusters Score -2197772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2197785.000000 Penalty: 4884.962402
	Iteration 50Q: 3 clusters Score -2197785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2197809.250000 Penalty: 4884.962402
	Iteration 51Q: 3 clusters Score -2197809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2197822.250000 Penalty: 4884.962402
	Iteration 52Q: 3 clusters Score -2197822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2197843.750000 Penalty: 4884.962402
	Iteration 53Q: 3 clusters Score -2197844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2197855.000000 Penalty: 4884.962402
	Iteration 54Q: 3 clusters Score -2197855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2197872.500000 Penalty: 4884.962402
	Iteration 55Q: 3 clusters Score -2197872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2197886.750000 Penalty: 4884.962402
	Iteration 56Q: 3 clusters Score -2197887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2197899.500000 Penalty: 4884.962402
	Iteration 57Q: 3 clusters Score -2197900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2197909.000000 Penalty: 4884.962402
	Iteration 58Q: 3 clusters Score -2197909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2197914.250000 Penalty: 4884.962402
	Iteration 59Q: 3 clusters Score -2197914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2197920.500000 Penalty: 4884.962402
	Iteration 60F: 3 clusters Score -2197920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2197927.500000 Penalty: 4884.962402
	Iteration 61Q: 3 clusters Score -2197928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2197936.750000 Penalty: 4884.962402
	Iteration 62Q: 3 clusters Score -2197937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2197941.500000 Penalty: 4884.962402
	Iteration 63Q: 3 clusters Score -2197942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2197947.000000 Penalty: 4884.962402
	Iteration 64Q: 3 clusters Score -2197947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2197952.750000 Penalty: 4884.962402
	Iteration 65Q: 3 clusters Score -2197953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2197952.250000 Penalty: 4884.962402
	Iteration 66Q: 3 clusters Score -2197952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2197957.500000 Penalty: 4884.962402
	Iteration 67Q: 3 clusters Score -2197958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2197961.250000 Penalty: 4884.962402
	Iteration 68Q: 3 clusters Score -2197961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2197967.250000 Penalty: 4884.962402
	Iteration 69Q: 3 clusters Score -2197967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2197968.250000 Penalty: 4884.962402
	Iteration 70Q: 3 clusters Score -2197968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2197971.000000 Penalty: 4884.962402
	Iteration 71Q: 3 clusters Score -2197971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2197972.000000 Penalty: 4884.962402
	Iteration 72Q: 3 clusters Score -2197972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2197976.000000 Penalty: 4884.962402
	Iteration 73Q: 3 clusters Score -2197976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2197976.500000 Penalty: 4884.962402
	Iteration 74Q: 3 clusters Score -2197976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2197980.000000 Penalty: 4884.962402
	Iteration 75Q: 3 clusters Score -2197980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2197979.750000 Penalty: 4884.962402
	Iteration 76Q: 3 clusters Score -2197980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2197981.000000 Penalty: 4884.962402
	Iteration 77Q: 3 clusters Score -2197981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2197981.000000 Penalty: 4884.962402
	Iteration 78F: 3 clusters Score -2197981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -111942.484375 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -111942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109982.937500 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -109982.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110318.226562 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -110318.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110448.476562 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -110448.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110531.257812 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -110531.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -110599.046875 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -110599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110669.476562 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -110669.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110732.015625 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -110732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110801.046875 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -110801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110852.710938 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -110852.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110912.242188 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -110912.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110984.039062 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -110984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111087.070312 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -111087.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111201.414062 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -111201.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111300.710938 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -111300.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111402.476562 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -111402.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111449.007812 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -111449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111464.187500 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -111464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111466.820312 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -111466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111466.820312 Penalty: 3447.604004
	Iteration 18F: 3 clusters Score -111466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (123611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Entering Unmasked Estep 
Score: -14250864.000000 Penalty: 2907.773926
	Iteration 0F: 2 clusters Score -1.425086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -14168467.000000 Penalty: 5815.547852
	Iteration 0F: 3 clusters Score -1.416847e+07 nChanged 58830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -14202923.000000 Penalty: 5815.547852
	Iteration 1F: 3 clusters Score -1.420292e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -14204700.000000 Penalty: 5815.547852
	Iteration 2Q: 3 clusters Score -1.42047e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -14206932.000000 Penalty: 5815.547852
	Iteration 3Q: 3 clusters Score -1.420693e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -14209618.000000 Penalty: 5815.547852
	Iteration 4Q: 3 clusters Score -1.420962e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -14213284.000000 Penalty: 5815.547852
	Iteration 5F: 3 clusters Score -1.421328e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -14217368.000000 Penalty: 5815.547852
	Iteration 6F: 3 clusters Score -1.421737e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -14221615.000000 Penalty: 5815.547852
	Iteration 7F: 3 clusters Score -1.422162e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -14225762.000000 Penalty: 5815.547852
	Iteration 8F: 3 clusters Score -1.422576e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -14229971.000000 Penalty: 5815.547852
	Iteration 9F: 3 clusters Score -1.422997e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -14233218.000000 Penalty: 5815.547852
	Iteration 10Q: 3 clusters Score -1.423322e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -14235192.000000 Penalty: 5815.547852
	Iteration 11Q: 3 clusters Score -1.423519e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -14236412.000000 Penalty: 5815.547852
	Iteration 12Q: 3 clusters Score -1.423641e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -14237186.000000 Penalty: 5815.547852
	Iteration 13Q: 3 clusters Score -1.423719e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -14237995.000000 Penalty: 5815.547852
	Iteration 14Q: 3 clusters Score -1.4238e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -14238590.000000 Penalty: 5815.547852
	Iteration 15Q: 3 clusters Score -1.423859e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -14239195.000000 Penalty: 5815.547852
	Iteration 16Q: 3 clusters Score -1.42392e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -14239728.000000 Penalty: 5815.547852
	Iteration 17Q: 3 clusters Score -1.423973e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -14240053.000000 Penalty: 5815.547852
	Iteration 18Q: 3 clusters Score -1.424005e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -14240320.000000 Penalty: 5815.547852
	Iteration 19Q: 3 clusters Score -1.424032e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -14240565.000000 Penalty: 5815.547852
	Iteration 20F: 3 clusters Score -1.424056e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -14240820.000000 Penalty: 5815.547852
	Iteration 21Q: 3 clusters Score -1.424082e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -14240956.000000 Penalty: 5815.547852
	Iteration 22Q: 3 clusters Score -1.424096e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -14241044.000000 Penalty: 5815.547852
	Iteration 23Q: 3 clusters Score -1.424104e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -14241207.000000 Penalty: 5815.547852
	Iteration 24Q: 3 clusters Score -1.424121e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -14241293.000000 Penalty: 5815.547852
	Iteration 25Q: 3 clusters Score -1.424129e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -14241375.000000 Penalty: 5815.547852
	Iteration 26Q: 3 clusters Score -1.424138e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -14241449.000000 Penalty: 5815.547852
	Iteration 27Q: 3 clusters Score -1.424145e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -14241534.000000 Penalty: 5815.547852
	Iteration 28Q: 3 clusters Score -1.424153e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -14241590.000000 Penalty: 5815.547852
	Iteration 29Q: 3 clusters Score -1.424159e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -14241680.000000 Penalty: 5815.547852
	Iteration 30Q: 3 clusters Score -1.424168e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -14241717.000000 Penalty: 5815.547852
	Iteration 31Q: 3 clusters Score -1.424172e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -14241839.000000 Penalty: 5815.547852
	Iteration 32Q: 3 clusters Score -1.424184e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -14242005.000000 Penalty: 5815.547852
	Iteration 33Q: 3 clusters Score -1.4242e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -14242146.000000 Penalty: 5815.547852
	Iteration 34Q: 3 clusters Score -1.424215e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -14242289.000000 Penalty: 5815.547852
	Iteration 35Q: 3 clusters Score -1.424229e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -14242522.000000 Penalty: 5815.547852
	Iteration 36Q: 3 clusters Score -1.424252e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -14242706.000000 Penalty: 5815.547852
	Iteration 37Q: 3 clusters Score -1.424271e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -14243080.000000 Penalty: 5815.547852
	Iteration 38Q: 3 clusters Score -1.424308e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -14243425.000000 Penalty: 5815.547852
	Iteration 39Q: 3 clusters Score -1.424342e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -14244027.000000 Penalty: 5815.547852
	Iteration 40F: 3 clusters Score -1.424403e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -14244978.000000 Penalty: 5815.547852
	Iteration 41Q: 3 clusters Score -1.424498e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -14246042.000000 Penalty: 5815.547852
	Iteration 42Q: 3 clusters Score -1.424604e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -14247203.000000 Penalty: 5815.547852
	Iteration 43Q: 3 clusters Score -1.42472e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -14248305.000000 Penalty: 5815.547852
	Iteration 44Q: 3 clusters Score -1.42483e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -14249146.000000 Penalty: 5815.547852
	Iteration 45Q: 3 clusters Score -1.424915e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -14249784.000000 Penalty: 5815.547852
	Iteration 46Q: 3 clusters Score -1.424978e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -14250333.000000 Penalty: 5815.547852
	Iteration 47Q: 3 clusters Score -1.425033e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -14250776.000000 Penalty: 5815.547852
	Iteration 48Q: 3 clusters Score -1.425078e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -14251127.000000 Penalty: 5815.547852
	Iteration 49Q: 3 clusters Score -1.425113e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -14251328.000000 Penalty: 5815.547852
	Iteration 50Q: 3 clusters Score -1.425133e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -14251461.000000 Penalty: 5815.547852
	Iteration 51Q: 3 clusters Score -1.425146e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -14251638.000000 Penalty: 5815.547852
	Iteration 52Q: 3 clusters Score -1.425164e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -14251787.000000 Penalty: 5815.547852
	Iteration 53Q: 3 clusters Score -1.425179e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -14251879.000000 Penalty: 5815.547852
	Iteration 54Q: 3 clusters Score -1.425188e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -14251963.000000 Penalty: 5815.547852
	Iteration 55Q: 3 clusters Score -1.425196e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -14252030.000000 Penalty: 5815.547852
	Iteration 56Q: 3 clusters Score -1.425203e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -14252058.000000 Penalty: 5815.547852
	Iteration 57Q: 3 clusters Score -1.425206e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -14252085.000000 Penalty: 5815.547852
	Iteration 58Q: 3 clusters Score -1.425208e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -14252140.000000 Penalty: 5815.547852
	Iteration 59Q: 3 clusters Score -1.425214e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -14252149.000000 Penalty: 5815.547852
	Iteration 60F: 3 clusters Score -1.425215e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -14252162.000000 Penalty: 5815.547852
	Iteration 61Q: 3 clusters Score -1.425216e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -14252162.000000 Penalty: 5815.547852
	Iteration 62Q: 3 clusters Score -1.425216e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -14252191.000000 Penalty: 5815.547852
	Iteration 63Q: 3 clusters Score -1.425219e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -14252203.000000 Penalty: 5815.547852
	Iteration 64Q: 3 clusters Score -1.42522e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -14252193.000000 Penalty: 5815.547852
	Iteration 65Q: 3 clusters Score -1.425219e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -14252177.000000 Penalty: 5815.547852
	Iteration 66Q: 3 clusters Score -1.425218e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -14252163.000000 Penalty: 5815.547852
	Iteration 67Q: 3 clusters Score -1.425216e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -14252185.000000 Penalty: 5815.547852
	Iteration 68Q: 3 clusters Score -1.425218e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -14252176.000000 Penalty: 5815.547852
	Iteration 69Q: 3 clusters Score -1.425218e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -14252185.000000 Penalty: 5815.547852
	Iteration 70Q: 3 clusters Score -1.425218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -14252184.000000 Penalty: 5815.547852
	Iteration 71Q: 3 clusters Score -1.425218e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -14252203.000000 Penalty: 5815.547852
	Iteration 72Q: 3 clusters Score -1.42522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -14252195.000000 Penalty: 5815.547852
	Iteration 73Q: 3 clusters Score -1.42522e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -14252215.000000 Penalty: 5815.547852
	Iteration 74Q: 3 clusters Score -1.425222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -14252198.000000 Penalty: 5815.547852
	Iteration 75Q: 3 clusters Score -1.42522e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -14252236.000000 Penalty: 5815.547852
	Iteration 76Q: 3 clusters Score -1.425224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -14252231.000000 Penalty: 5815.547852
	Iteration 77Q: 3 clusters Score -1.425223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -14252236.000000 Penalty: 5815.547852
	Iteration 78Q: 3 clusters Score -1.425224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -14252219.000000 Penalty: 5815.547852
	Iteration 79Q: 3 clusters Score -1.425222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -14252223.000000 Penalty: 5815.547852
	Iteration 80F: 3 clusters Score -1.425222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -14252234.000000 Penalty: 5815.547852
	Iteration 81Q: 3 clusters Score -1.425223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -14252236.000000 Penalty: 5815.547852
	Iteration 82Q: 3 clusters Score -1.425224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -14252225.000000 Penalty: 5815.547852
	Iteration 83Q: 3 clusters Score -1.425222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -14252215.000000 Penalty: 5815.547852
	Iteration 84Q: 3 clusters Score -1.425222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -14252222.000000 Penalty: 5815.547852
	Iteration 85Q: 3 clusters Score -1.425222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -14252220.000000 Penalty: 5815.547852
	Iteration 86Q: 3 clusters Score -1.425222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -14252221.000000 Penalty: 5815.547852
	Iteration 87Q: 3 clusters Score -1.425222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -14252208.000000 Penalty: 5815.547852
	Iteration 88Q: 3 clusters Score -1.425221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99990 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -14252212.000000 Penalty: 5815.547852
	Iteration 89Q: 3 clusters Score -1.425221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -14252204.000000 Penalty: 5815.547852
	Iteration 90Q: 3 clusters Score -1.42522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100012 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -14252199.000000 Penalty: 5815.547852
	Iteration 91Q: 3 clusters Score -1.42522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -14252193.000000 Penalty: 5815.547852
	Iteration 92Q: 3 clusters Score -1.425219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -14252198.000000 Penalty: 5815.547852
	Iteration 93Q: 3 clusters Score -1.42522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -14252194.000000 Penalty: 5815.547852
	Iteration 94Q: 3 clusters Score -1.425219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -14252201.000000 Penalty: 5815.547852
	Iteration 95Q: 3 clusters Score -1.42522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -14252199.000000 Penalty: 5815.547852
	Iteration 96Q: 3 clusters Score -1.42522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -14252200.000000 Penalty: 5815.547852
	Iteration 97Q: 3 clusters Score -1.42522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -14252195.000000 Penalty: 5815.547852
	Iteration 98Q: 3 clusters Score -1.42522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -14252199.000000 Penalty: 5815.547852
	Iteration 99Q: 3 clusters Score -1.42522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -14252199.000000 Penalty: 5815.547852
	Iteration 100F: 3 clusters Score -1.42522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20774 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 85355 members 
Mstep: Class 10 contains 317046 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9014 members 
Mstep: Class 13 contains 120950 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1047 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 100063 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8761 members 
Mstep: Class 21 contains 177854 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 23548 members 
Entering Unmasked Estep 
Score: -114549288.000000 Penalty: 82330.898438
Splitting cluster 18 changes total score from -114544504.000000 to -114549288.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40337.015625 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -40337.02 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 190 members 
Entering Unmasked Estep 
Score: -38992.289062 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -38992.29 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39138.988281 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -39138.99 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: -39180.363281 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -39180.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39203.531250 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -39203.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39224.113281 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -39224.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39240.453125 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -39240.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39241.367188 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -39241.37 nChanged 1
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: -39242.769531 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -39242.77 nChanged 0
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: -39242.769531 Penalty: 2994.783936
	Iteration 8F: 3 clusters Score -39242.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -985728.625000 Penalty: 2251.360107
	Iteration 0F: 2 clusters Score -985728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -978846.000000 Penalty: 4502.720215
	Iteration 0F: 3 clusters Score -978846 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -980757.937500 Penalty: 4502.720215
	Iteration 1F: 3 clusters Score -980757.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -981063.937500 Penalty: 4502.720215
	Iteration 2F: 3 clusters Score -981063.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -981284.312500 Penalty: 4502.720215
	Iteration 3F: 3 clusters Score -981284.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -981463.687500 Penalty: 4502.720215
	Iteration 4Q: 3 clusters Score -981463.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -981649.125000 Penalty: 4502.720215
	Iteration 5Q: 3 clusters Score -981649.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -981842.875000 Penalty: 4502.720215
	Iteration 6Q: 3 clusters Score -981842.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -982039.875000 Penalty: 4502.720215
	Iteration 7Q: 3 clusters Score -982039.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -982262.562500 Penalty: 4502.720215
	Iteration 8Q: 3 clusters Score -982262.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -982498.812500 Penalty: 4502.720215
	Iteration 9Q: 3 clusters Score -982498.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -982716.562500 Penalty: 4502.720215
	Iteration 10Q: 3 clusters Score -982716.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -982922.875000 Penalty: 4502.720215
	Iteration 11Q: 3 clusters Score -982922.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -983106.937500 Penalty: 4502.720215
	Iteration 12Q: 3 clusters Score -983106.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -983228.500000 Penalty: 4502.720215
	Iteration 13Q: 3 clusters Score -983228.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -983332.875000 Penalty: 4502.720215
	Iteration 14Q: 3 clusters Score -983332.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -983426.250000 Penalty: 4502.720215
	Iteration 15Q: 3 clusters Score -983426.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -983522.812500 Penalty: 4502.720215
	Iteration 16Q: 3 clusters Score -983522.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -983595.562500 Penalty: 4502.720215
	Iteration 17Q: 3 clusters Score -983595.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -983636.187500 Penalty: 4502.720215
	Iteration 18Q: 3 clusters Score -983636.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -983663.937500 Penalty: 4502.720215
	Iteration 19Q: 3 clusters Score -983663.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -983690.937500 Penalty: 4502.720215
	Iteration 20F: 3 clusters Score -983690.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -983716.000000 Penalty: 4502.720215
	Iteration 21Q: 3 clusters Score -983716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -983735.687500 Penalty: 4502.720215
	Iteration 22Q: 3 clusters Score -983735.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -983754.375000 Penalty: 4502.720215
	Iteration 23Q: 3 clusters Score -983754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -983768.437500 Penalty: 4502.720215
	Iteration 24Q: 3 clusters Score -983768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -983780.062500 Penalty: 4502.720215
	Iteration 25Q: 3 clusters Score -983780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -983784.437500 Penalty: 4502.720215
	Iteration 26Q: 3 clusters Score -983784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -983792.812500 Penalty: 4502.720215
	Iteration 27Q: 3 clusters Score -983792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -983796.562500 Penalty: 4502.720215
	Iteration 28Q: 3 clusters Score -983796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -983800.812500 Penalty: 4502.720215
	Iteration 29Q: 3 clusters Score -983800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -983803.687500 Penalty: 4502.720215
	Iteration 30Q: 3 clusters Score -983803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -983807.875000 Penalty: 4502.720215
	Iteration 31Q: 3 clusters Score -983807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -983813.187500 Penalty: 4502.720215
	Iteration 32Q: 3 clusters Score -983813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -983818.500000 Penalty: 4502.720215
	Iteration 33Q: 3 clusters Score -983818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -983821.750000 Penalty: 4502.720215
	Iteration 34Q: 3 clusters Score -983821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -983826.000000 Penalty: 4502.720215
	Iteration 35Q: 3 clusters Score -983826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -983830.375000 Penalty: 4502.720215
	Iteration 36Q: 3 clusters Score -983830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -983843.500000 Penalty: 4502.720215
	Iteration 37Q: 3 clusters Score -983843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -983851.312500 Penalty: 4502.720215
	Iteration 38Q: 3 clusters Score -983851.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -983862.625000 Penalty: 4502.720215
	Iteration 39Q: 3 clusters Score -983862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -983866.437500 Penalty: 4502.720215
	Iteration 40F: 3 clusters Score -983866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -983872.250000 Penalty: 4502.720215
	Iteration 41Q: 3 clusters Score -983872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -983878.625000 Penalty: 4502.720215
	Iteration 42Q: 3 clusters Score -983878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -983882.625000 Penalty: 4502.720215
	Iteration 43Q: 3 clusters Score -983882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -983882.937500 Penalty: 4502.720215
	Iteration 44Q: 3 clusters Score -983882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -983882.875000 Penalty: 4502.720215
	Iteration 45Q: 3 clusters Score -983882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -983883.437500 Penalty: 4502.720215
	Iteration 46Q: 3 clusters Score -983883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -983885.312500 Penalty: 4502.720215
	Iteration 47Q: 3 clusters Score -983885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -983886.312500 Penalty: 4502.720215
	Iteration 48Q: 3 clusters Score -983886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -983888.000000 Penalty: 4502.720215
	Iteration 49Q: 3 clusters Score -983888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -983891.000000 Penalty: 4502.720215
	Iteration 50Q: 3 clusters Score -983891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -983893.375000 Penalty: 4502.720215
	Iteration 51Q: 3 clusters Score -983893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -983894.062500 Penalty: 4502.720215
	Iteration 52Q: 3 clusters Score -983894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -983896.000000 Penalty: 4502.720215
	Iteration 53Q: 3 clusters Score -983896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -983898.875000 Penalty: 4502.720215
	Iteration 54Q: 3 clusters Score -983898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -983901.875000 Penalty: 4502.720215
	Iteration 55Q: 3 clusters Score -983901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -983903.375000 Penalty: 4502.720215
	Iteration 56Q: 3 clusters Score -983903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -983903.375000 Penalty: 4502.720215
	Iteration 57F: 3 clusters Score -983903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (177854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Entering Unmasked Estep 
Score: -20435186.000000 Penalty: 2998.002197
	Iteration 0F: 2 clusters Score -2.043519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -20319730.000000 Penalty: 5996.004395
	Iteration 0F: 3 clusters Score -2.031973e+07 nChanged 85100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -20369904.000000 Penalty: 5996.004395
	Iteration 1F: 3 clusters Score -2.03699e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -20371258.000000 Penalty: 5996.004395
	Iteration 2Q: 3 clusters Score -2.037126e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -20372886.000000 Penalty: 5996.004395
	Iteration 3Q: 3 clusters Score -2.037289e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -20375152.000000 Penalty: 5996.004395
	Iteration 4Q: 3 clusters Score -2.037515e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -20377874.000000 Penalty: 5996.004395
	Iteration 5Q: 3 clusters Score -2.037787e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -20381486.000000 Penalty: 5996.004395
	Iteration 6Q: 3 clusters Score -2.038149e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -20386926.000000 Penalty: 5996.004395
	Iteration 7F: 3 clusters Score -2.038693e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -20393860.000000 Penalty: 5996.004395
	Iteration 8F: 3 clusters Score -2.039386e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -20400806.000000 Penalty: 5996.004395
	Iteration 9F: 3 clusters Score -2.040081e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -20405120.000000 Penalty: 5996.004395
	Iteration 10F: 3 clusters Score -2.040512e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -20407116.000000 Penalty: 5996.004395
	Iteration 11Q: 3 clusters Score -2.040712e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -20407952.000000 Penalty: 5996.004395
	Iteration 12Q: 3 clusters Score -2.040795e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -20408528.000000 Penalty: 5996.004395
	Iteration 13Q: 3 clusters Score -2.040853e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -20408960.000000 Penalty: 5996.004395
	Iteration 14Q: 3 clusters Score -2.040896e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -20409304.000000 Penalty: 5996.004395
	Iteration 15Q: 3 clusters Score -2.04093e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -20409798.000000 Penalty: 5996.004395
	Iteration 16Q: 3 clusters Score -2.04098e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -20410276.000000 Penalty: 5996.004395
	Iteration 17Q: 3 clusters Score -2.041028e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -20410688.000000 Penalty: 5996.004395
	Iteration 18Q: 3 clusters Score -2.041069e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -20411378.000000 Penalty: 5996.004395
	Iteration 19Q: 3 clusters Score -2.041138e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -20412006.000000 Penalty: 5996.004395
	Iteration 20F: 3 clusters Score -2.041201e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -20412762.000000 Penalty: 5996.004395
	Iteration 21Q: 3 clusters Score -2.041276e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -20413506.000000 Penalty: 5996.004395
	Iteration 22Q: 3 clusters Score -2.041351e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -20414218.000000 Penalty: 5996.004395
	Iteration 23Q: 3 clusters Score -2.041422e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -20414886.000000 Penalty: 5996.004395
	Iteration 24Q: 3 clusters Score -2.041489e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -20415518.000000 Penalty: 5996.004395
	Iteration 25Q: 3 clusters Score -2.041552e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -20416048.000000 Penalty: 5996.004395
	Iteration 26Q: 3 clusters Score -2.041605e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 112501 members 
Entering Unmasked Estep 
Score: -20416520.000000 Penalty: 5996.004395
	Iteration 27Q: 3 clusters Score -2.041652e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -20416900.000000 Penalty: 5996.004395
	Iteration 28Q: 3 clusters Score -2.04169e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -20417392.000000 Penalty: 5996.004395
	Iteration 29Q: 3 clusters Score -2.041739e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 118051 members 
Entering Unmasked Estep 
Score: -20417902.000000 Penalty: 5996.004395
	Iteration 30Q: 3 clusters Score -2.04179e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 120030 members 
Entering Unmasked Estep 
Score: -20418446.000000 Penalty: 5996.004395
	Iteration 31Q: 3 clusters Score -2.041845e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 122046 members 
Entering Unmasked Estep 
Score: -20418882.000000 Penalty: 5996.004395
	Iteration 32Q: 3 clusters Score -2.041888e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -20419412.000000 Penalty: 5996.004395
	Iteration 33Q: 3 clusters Score -2.041941e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 126257 members 
Entering Unmasked Estep 
Score: -20419884.000000 Penalty: 5996.004395
	Iteration 34Q: 3 clusters Score -2.041988e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 128447 members 
Entering Unmasked Estep 
Score: -20420332.000000 Penalty: 5996.004395
	Iteration 35Q: 3 clusters Score -2.042033e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 130651 members 
Entering Unmasked Estep 
Score: -20420936.000000 Penalty: 5996.004395
	Iteration 36Q: 3 clusters Score -2.042094e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -20421436.000000 Penalty: 5996.004395
	Iteration 37Q: 3 clusters Score -2.042144e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 135144 members 
Entering Unmasked Estep 
Score: -20422062.000000 Penalty: 5996.004395
	Iteration 38Q: 3 clusters Score -2.042206e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 137421 members 
Entering Unmasked Estep 
Score: -20422572.000000 Penalty: 5996.004395
	Iteration 39Q: 3 clusters Score -2.042257e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -20423152.000000 Penalty: 5996.004395
	Iteration 40F: 3 clusters Score -2.042315e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 141985 members 
Entering Unmasked Estep 
Score: -20423846.000000 Penalty: 5996.004395
	Iteration 41Q: 3 clusters Score -2.042385e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -20424554.000000 Penalty: 5996.004395
	Iteration 42Q: 3 clusters Score -2.042455e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 146696 members 
Entering Unmasked Estep 
Score: -20425196.000000 Penalty: 5996.004395
	Iteration 43Q: 3 clusters Score -2.04252e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -20425894.000000 Penalty: 5996.004395
	Iteration 44Q: 3 clusters Score -2.042589e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -20426642.000000 Penalty: 5996.004395
	Iteration 45Q: 3 clusters Score -2.042664e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -20427322.000000 Penalty: 5996.004395
	Iteration 46Q: 3 clusters Score -2.042732e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 156099 members 
Entering Unmasked Estep 
Score: -20427936.000000 Penalty: 5996.004395
	Iteration 47Q: 3 clusters Score -2.042794e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -20428486.000000 Penalty: 5996.004395
	Iteration 48Q: 3 clusters Score -2.042849e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 160347 members 
Entering Unmasked Estep 
Score: -20429072.000000 Penalty: 5996.004395
	Iteration 49Q: 3 clusters Score -2.042907e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -20429700.000000 Penalty: 5996.004395
	Iteration 50Q: 3 clusters Score -2.04297e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -20430214.000000 Penalty: 5996.004395
	Iteration 51Q: 3 clusters Score -2.043021e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 165853 members 
Entering Unmasked Estep 
Score: -20430698.000000 Penalty: 5996.004395
	Iteration 52Q: 3 clusters Score -2.04307e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 167347 members 
Entering Unmasked Estep 
Score: -20431178.000000 Penalty: 5996.004395
	Iteration 53Q: 3 clusters Score -2.043118e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 168593 members 
Entering Unmasked Estep 
Score: -20431476.000000 Penalty: 5996.004395
	Iteration 54Q: 3 clusters Score -2.043148e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 169700 members 
Entering Unmasked Estep 
Score: -20431778.000000 Penalty: 5996.004395
	Iteration 55Q: 3 clusters Score -2.043178e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -20432002.000000 Penalty: 5996.004395
	Iteration 56Q: 3 clusters Score -2.0432e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 171445 members 
Entering Unmasked Estep 
Score: -20432146.000000 Penalty: 5996.004395
	Iteration 57Q: 3 clusters Score -2.043215e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -20432398.000000 Penalty: 5996.004395
	Iteration 58Q: 3 clusters Score -2.04324e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -20432550.000000 Penalty: 5996.004395
	Iteration 59Q: 3 clusters Score -2.043255e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 173238 members 
Entering Unmasked Estep 
Score: -20432688.000000 Penalty: 5996.004395
	Iteration 60F: 3 clusters Score -2.043269e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 173663 members 
Entering Unmasked Estep 
Score: -20432766.000000 Penalty: 5996.004395
	Iteration 61Q: 3 clusters Score -2.043277e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 174016 members 
Entering Unmasked Estep 
Score: -20432932.000000 Penalty: 5996.004395
	Iteration 62Q: 3 clusters Score -2.043293e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -20433008.000000 Penalty: 5996.004395
	Iteration 63Q: 3 clusters Score -2.043301e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 174506 members 
Entering Unmasked Estep 
Score: -20433104.000000 Penalty: 5996.004395
	Iteration 64Q: 3 clusters Score -2.04331e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -20433112.000000 Penalty: 5996.004395
	Iteration 65Q: 3 clusters Score -2.043311e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -20433124.000000 Penalty: 5996.004395
	Iteration 66Q: 3 clusters Score -2.043312e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 175006 members 
Entering Unmasked Estep 
Score: -20433194.000000 Penalty: 5996.004395
	Iteration 67Q: 3 clusters Score -2.043319e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -20433296.000000 Penalty: 5996.004395
	Iteration 68Q: 3 clusters Score -2.04333e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 175271 members 
Entering Unmasked Estep 
Score: -20433318.000000 Penalty: 5996.004395
	Iteration 69Q: 3 clusters Score -2.043332e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 175376 members 
Entering Unmasked Estep 
Score: -20433382.000000 Penalty: 5996.004395
	Iteration 70Q: 3 clusters Score -2.043338e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 175461 members 
Entering Unmasked Estep 
Score: -20433430.000000 Penalty: 5996.004395
	Iteration 71Q: 3 clusters Score -2.043343e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 175536 members 
Entering Unmasked Estep 
Score: -20433438.000000 Penalty: 5996.004395
	Iteration 72Q: 3 clusters Score -2.043344e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -20433436.000000 Penalty: 5996.004395
	Iteration 73Q: 3 clusters Score -2.043344e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -20433430.000000 Penalty: 5996.004395
	Iteration 74Q: 3 clusters Score -2.043343e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -20433444.000000 Penalty: 5996.004395
	Iteration 75Q: 3 clusters Score -2.043344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 175771 members 
Entering Unmasked Estep 
Score: -20433472.000000 Penalty: 5996.004395
	Iteration 76Q: 3 clusters Score -2.043347e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -20433474.000000 Penalty: 5996.004395
	Iteration 77Q: 3 clusters Score -2.043347e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -20433464.000000 Penalty: 5996.004395
	Iteration 78Q: 3 clusters Score -2.043346e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 175891 members 
Entering Unmasked Estep 
Score: -20433478.000000 Penalty: 5996.004395
	Iteration 79Q: 3 clusters Score -2.043348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 175919 members 
Entering Unmasked Estep 
Score: -20433480.000000 Penalty: 5996.004395
	Iteration 80F: 3 clusters Score -2.043348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 175939 members 
Entering Unmasked Estep 
Score: -20433482.000000 Penalty: 5996.004395
	Iteration 81Q: 3 clusters Score -2.043348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -20433486.000000 Penalty: 5996.004395
	Iteration 82Q: 3 clusters Score -2.043349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -20433480.000000 Penalty: 5996.004395
	Iteration 83Q: 3 clusters Score -2.043348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 175989 members 
Entering Unmasked Estep 
Score: -20433472.000000 Penalty: 5996.004395
	Iteration 84Q: 3 clusters Score -2.043347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 176007 members 
Entering Unmasked Estep 
Score: -20433490.000000 Penalty: 5996.004395
	Iteration 85Q: 3 clusters Score -2.043349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 176024 members 
Entering Unmasked Estep 
Score: -20433510.000000 Penalty: 5996.004395
	Iteration 86Q: 3 clusters Score -2.043351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -20433510.000000 Penalty: 5996.004395
	Iteration 87Q: 3 clusters Score -2.043351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 176060 members 
Entering Unmasked Estep 
Score: -20433508.000000 Penalty: 5996.004395
	Iteration 88Q: 3 clusters Score -2.043351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 176074 members 
Entering Unmasked Estep 
Score: -20433510.000000 Penalty: 5996.004395
	Iteration 89Q: 3 clusters Score -2.043351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 176086 members 
Entering Unmasked Estep 
Score: -20433542.000000 Penalty: 5996.004395
	Iteration 90Q: 3 clusters Score -2.043354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 176096 members 
Entering Unmasked Estep 
Score: -20433534.000000 Penalty: 5996.004395
	Iteration 91Q: 3 clusters Score -2.043353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 176099 members 
Entering Unmasked Estep 
Score: -20433538.000000 Penalty: 5996.004395
	Iteration 92Q: 3 clusters Score -2.043354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 176106 members 
Entering Unmasked Estep 
Score: -20433542.000000 Penalty: 5996.004395
	Iteration 93Q: 3 clusters Score -2.043354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -20433534.000000 Penalty: 5996.004395
	Iteration 94Q: 3 clusters Score -2.043353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -20433518.000000 Penalty: 5996.004395
	Iteration 95Q: 3 clusters Score -2.043352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -20433548.000000 Penalty: 5996.004395
	Iteration 96Q: 3 clusters Score -2.043355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -20433546.000000 Penalty: 5996.004395
	Iteration 97Q: 3 clusters Score -2.043355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 176139 members 
Entering Unmasked Estep 
Score: -20433548.000000 Penalty: 5996.004395
	Iteration 98Q: 3 clusters Score -2.043355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -20433552.000000 Penalty: 5996.004395
	Iteration 99Q: 3 clusters Score -2.043355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -20433548.000000 Penalty: 5996.004395
	Iteration 100F: 3 clusters Score -2.043355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -20433550.000000 Penalty: 5996.004395
	Iteration 101Q: 3 clusters Score -2.043355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 176149 members 
Entering Unmasked Estep 
Score: -20433554.000000 Penalty: 5996.004395
	Iteration 102Q: 3 clusters Score -2.043355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 176149 members 
Entering Unmasked Estep 
Score: -20433554.000000 Penalty: 5996.004395
	Iteration 103F: 3 clusters Score -2.043355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1187 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 20774 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 32587 members 
Mstep: Class 9 contains 85355 members 
Mstep: Class 10 contains 317046 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9014 members 
Mstep: Class 13 contains 120950 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1047 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 100063 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8761 members 
Mstep: Class 21 contains 177854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114552696.000000 Penalty: 82330.898438
Iteration 79Q: 25 clusters Score -1.145527e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 13256 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 357 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 32594 members 
Mstep: Class 9 contains 85282 members 
Mstep: Class 10 contains 317545 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9023 members 
Mstep: Class 13 contains 121211 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 18944 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 99252 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 178952 members 
Mstep: Class 22 contains 225 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 22237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114554648.000000 Penalty: 82330.898438
Iteration 80F: 25 clusters Score -1.145546e+08 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 13356 members 
Mstep: Class 3 contains 3935 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 5 contains 357 members 
Mstep: Class 6 contains 20768 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 32607 members 
Mstep: Class 9 contains 84848 members 
Mstep: Class 10 contains 316335 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 121093 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 98805 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8886 members 
Mstep: Class 21 contains 179402 members 
Mstep: Class 22 contains 228 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 23969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114555816.000000 Penalty: 82330.898438
Iteration 81Q: 25 clusters Score -1.145558e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 358 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 3243 members 
Mstep: Class 8 contains 32591 members 
Mstep: Class 9 contains 84435 members 
Mstep: Class 10 contains 315520 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 121072 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 98651 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8934 members 
Mstep: Class 21 contains 179679 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 25064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114556728.000000 Penalty: 82330.898438
Iteration 82Q: 25 clusters Score -1.145567e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 13487 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20664 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 8 contains 32565 members 
Mstep: Class 9 contains 84024 members 
Mstep: Class 10 contains 314964 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 9039 members 
Mstep: Class 13 contains 121064 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 98558 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 179833 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 25976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114556832.000000 Penalty: 82330.898438
Iteration 83Q: 25 clusters Score -1.145568e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 13529 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 9351 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20615 members 
Mstep: Class 7 contains 3264 members 
Mstep: Class 8 contains 32540 members 
Mstep: Class 9 contains 83632 members 
Mstep: Class 10 contains 314479 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9044 members 
Mstep: Class 13 contains 121048 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18944 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 98539 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8974 members 
Mstep: Class 21 contains 179953 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 479 members 
Mstep: Class 24 contains 26772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114557384.000000 Penalty: 82330.898438
Iteration 84Q: 25 clusters Score -1.145574e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 13536 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 9355 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20583 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 32527 members 
Mstep: Class 9 contains 83286 members 
Mstep: Class 10 contains 314091 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9049 members 
Mstep: Class 13 contains 121036 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18946 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 98530 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 8990 members 
Mstep: Class 21 contains 180043 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 27438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114557840.000000 Penalty: 82330.898438
Iteration 85Q: 25 clusters Score -1.145578e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 13535 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 9357 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20544 members 
Mstep: Class 7 contains 3279 members 
Mstep: Class 8 contains 32509 members 
Mstep: Class 9 contains 82927 members 
Mstep: Class 10 contains 313798 members 
Mstep: Class 11 contains 3622 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 121017 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18941 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 98525 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 9009 members 
Mstep: Class 21 contains 180122 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 28055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558312.000000 Penalty: 82330.898438
Iteration 86Q: 25 clusters Score -1.145583e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 13539 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20511 members 
Mstep: Class 7 contains 3286 members 
Mstep: Class 8 contains 32492 members 
Mstep: Class 9 contains 82573 members 
Mstep: Class 10 contains 313571 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 13 contains 121010 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 98519 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 180178 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 28609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558352.000000 Penalty: 82330.898438
Iteration 87Q: 25 clusters Score -1.145584e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 13541 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20484 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 8 contains 32480 members 
Mstep: Class 9 contains 82246 members 
Mstep: Class 10 contains 313424 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9069 members 
Mstep: Class 13 contains 121018 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 98507 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 180204 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 29064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558352.000000 Penalty: 82330.898438
Iteration 88Q: 25 clusters Score -1.145584e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13550 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20466 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 32470 members 
Mstep: Class 9 contains 81926 members 
Mstep: Class 10 contains 313328 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9071 members 
Mstep: Class 13 contains 121028 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 98504 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 180237 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 29445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558376.000000 Penalty: 82330.898438
Iteration 89Q: 25 clusters Score -1.145584e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 13555 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 9365 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20454 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 32468 members 
Mstep: Class 9 contains 81630 members 
Mstep: Class 10 contains 313256 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 121042 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98498 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 9051 members 
Mstep: Class 21 contains 180250 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 29792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558344.000000 Penalty: 82330.898438
Iteration 90Q: 25 clusters Score -1.145583e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 13554 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20446 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 32470 members 
Mstep: Class 9 contains 81384 members 
Mstep: Class 10 contains 313186 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 13 contains 121042 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18938 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98484 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 180243 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 30112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 25 clusters Score -1.145585e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13557 members 
Mstep: Class 3 contains 3910 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20429 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 32468 members 
Mstep: Class 9 contains 81158 members 
Mstep: Class 10 contains 313136 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9079 members 
Mstep: Class 13 contains 121055 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18935 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98477 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 180240 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 30379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558456.000000 Penalty: 82330.898438
Iteration 92Q: 25 clusters Score -1.145585e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 13556 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20421 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 32471 members 
Mstep: Class 9 contains 80968 members 
Mstep: Class 10 contains 313093 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9083 members 
Mstep: Class 13 contains 121057 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 98471 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 180246 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 30612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558416.000000 Penalty: 82330.898438
Iteration 93Q: 25 clusters Score -1.145584e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20404 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 32472 members 
Mstep: Class 9 contains 80783 members 
Mstep: Class 10 contains 313072 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9087 members 
Mstep: Class 13 contains 121049 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98464 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9077 members 
Mstep: Class 21 contains 180263 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 30824 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 25 clusters Score -1.145584e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 13552 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 9367 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20383 members 
Mstep: Class 7 contains 3299 members 
Mstep: Class 8 contains 32473 members 
Mstep: Class 9 contains 80608 members 
Mstep: Class 10 contains 313054 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9091 members 
Mstep: Class 13 contains 121048 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18943 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98446 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 180290 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 31017 members 
Entering Unmasked Estep 
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Iteration 95Q: 25 clusters Score -1.145585e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 13556 members 
Mstep: Class 3 contains 3918 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20369 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 32470 members 
Mstep: Class 9 contains 80454 members 
Mstep: Class 10 contains 313036 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9093 members 
Mstep: Class 13 contains 121060 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18943 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98430 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9080 members 
Mstep: Class 21 contains 180333 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 31167 members 
Entering Unmasked Estep 
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Iteration 96Q: 25 clusters Score -1.145586e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20354 members 
Mstep: Class 7 contains 3302 members 
Mstep: Class 8 contains 32464 members 
Mstep: Class 9 contains 80339 members 
Mstep: Class 10 contains 313008 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9098 members 
Mstep: Class 13 contains 121082 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18943 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98408 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9081 members 
Mstep: Class 21 contains 180361 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 31284 members 
Entering Unmasked Estep 
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Iteration 97Q: 25 clusters Score -1.145585e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 13567 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 9363 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20345 members 
Mstep: Class 7 contains 3305 members 
Mstep: Class 8 contains 32464 members 
Mstep: Class 9 contains 80232 members 
Mstep: Class 10 contains 312992 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9101 members 
Mstep: Class 13 contains 121110 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18941 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98401 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9081 members 
Mstep: Class 21 contains 180378 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 31370 members 
Entering Unmasked Estep 
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Iteration 98Q: 25 clusters Score -1.145586e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 13567 members 
Mstep: Class 3 contains 3923 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 32467 members 
Mstep: Class 9 contains 80121 members 
Mstep: Class 10 contains 312991 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9107 members 
Mstep: Class 13 contains 121127 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98393 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9083 members 
Mstep: Class 21 contains 180407 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 31438 members 
Entering Unmasked Estep 
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Iteration 99Q: 25 clusters Score -1.145587e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 3310 members 
Mstep: Class 8 contains 32465 members 
Mstep: Class 9 contains 80020 members 
Mstep: Class 10 contains 312997 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9111 members 
Mstep: Class 13 contains 121150 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98390 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9086 members 
Mstep: Class 21 contains 180430 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 31489 members 
Entering Unmasked Estep 
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Iteration 100F: 25 clusters Score -1.145585e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 9365 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 32466 members 
Mstep: Class 9 contains 79930 members 
Mstep: Class 10 contains 313007 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9116 members 
Mstep: Class 13 contains 121167 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98387 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9087 members 
Mstep: Class 21 contains 180444 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 31530 members 
Entering Unmasked Estep 
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Iteration 101Q: 25 clusters Score -1.145585e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20346 members 
Mstep: Class 7 contains 3317 members 
Mstep: Class 8 contains 32461 members 
Mstep: Class 9 contains 79856 members 
Mstep: Class 10 contains 313014 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 121178 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98380 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9089 members 
Mstep: Class 21 contains 180456 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31566 members 
Entering Unmasked Estep 
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Iteration 102Q: 25 clusters Score -1.145585e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20340 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 32457 members 
Mstep: Class 9 contains 79791 members 
Mstep: Class 10 contains 313026 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 121190 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98378 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9091 members 
Mstep: Class 21 contains 180471 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558464.000000 Penalty: 82330.898438
Iteration 103Q: 25 clusters Score -1.145585e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 3926 members 
Mstep: Class 4 contains 9372 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20337 members 
Mstep: Class 7 contains 3320 members 
Mstep: Class 8 contains 32457 members 
Mstep: Class 9 contains 79725 members 
Mstep: Class 10 contains 313030 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 121205 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18938 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180486 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558424.000000 Penalty: 82330.898438
Iteration 104Q: 25 clusters Score -1.145584e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20328 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32455 members 
Mstep: Class 9 contains 79657 members 
Mstep: Class 10 contains 313034 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9127 members 
Mstep: Class 13 contains 121226 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98378 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180510 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558448.000000 Penalty: 82330.898438
Iteration 105Q: 25 clusters Score -1.145584e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 13562 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32455 members 
Mstep: Class 9 contains 79598 members 
Mstep: Class 10 contains 313037 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 121243 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98378 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9090 members 
Mstep: Class 21 contains 180528 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558448.000000 Penalty: 82330.898438
Iteration 106Q: 25 clusters Score -1.145584e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 13560 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20310 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32458 members 
Mstep: Class 9 contains 79540 members 
Mstep: Class 10 contains 313038 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 121253 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98375 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9091 members 
Mstep: Class 21 contains 180552 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558528.000000 Penalty: 82330.898438
Iteration 107Q: 25 clusters Score -1.145585e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 13558 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32459 members 
Mstep: Class 9 contains 79484 members 
Mstep: Class 10 contains 313050 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 121263 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 180563 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558576.000000 Penalty: 82330.898438
Iteration 108Q: 25 clusters Score -1.145586e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 13555 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32459 members 
Mstep: Class 9 contains 79437 members 
Mstep: Class 10 contains 313055 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 121270 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98377 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 180580 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558576.000000 Penalty: 82330.898438
Iteration 109Q: 25 clusters Score -1.145586e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 13554 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20296 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32461 members 
Mstep: Class 9 contains 79392 members 
Mstep: Class 10 contains 313046 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9130 members 
Mstep: Class 13 contains 121279 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98377 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 180588 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558616.000000 Penalty: 82330.898438
Iteration 110Q: 25 clusters Score -1.145586e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13556 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20295 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32462 members 
Mstep: Class 9 contains 79345 members 
Mstep: Class 10 contains 313047 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121282 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98377 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 180596 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558520.000000 Penalty: 82330.898438
Iteration 111Q: 25 clusters Score -1.145585e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13554 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9378 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32465 members 
Mstep: Class 9 contains 79291 members 
Mstep: Class 10 contains 313062 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121284 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180612 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558488.000000 Penalty: 82330.898438
Iteration 112Q: 25 clusters Score -1.145585e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32469 members 
Mstep: Class 9 contains 79250 members 
Mstep: Class 10 contains 313083 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121286 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 180622 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558488.000000 Penalty: 82330.898438
Iteration 113Q: 25 clusters Score -1.145585e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 13548 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32469 members 
Mstep: Class 9 contains 79194 members 
Mstep: Class 10 contains 313102 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121295 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98371 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 180637 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558472.000000 Penalty: 82330.898438
Iteration 114Q: 25 clusters Score -1.145585e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 13546 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 361 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32470 members 
Mstep: Class 9 contains 79133 members 
Mstep: Class 10 contains 313129 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121305 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98369 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 180648 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558384.000000 Penalty: 82330.898438
Iteration 115Q: 25 clusters Score -1.145584e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13548 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32471 members 
Mstep: Class 9 contains 79085 members 
Mstep: Class 10 contains 313147 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121314 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98369 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180654 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558384.000000 Penalty: 82330.898438
Iteration 116Q: 25 clusters Score -1.145584e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 13547 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32474 members 
Mstep: Class 9 contains 79039 members 
Mstep: Class 10 contains 313158 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 121322 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98369 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9093 members 
Mstep: Class 21 contains 180666 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558392.000000 Penalty: 82330.898438
Iteration 117Q: 25 clusters Score -1.145584e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 13545 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32481 members 
Mstep: Class 9 contains 78995 members 
Mstep: Class 10 contains 313159 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 121329 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98367 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180684 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114558432.000000 Penalty: 82330.898438
Iteration 118Q: 25 clusters Score -1.145584e+08 nChanged 91
Entering ConstructFrom: 
Score: -114558432.000000 Penalty: 82330.898438
Entering ConstructFrom: 
Trying to split cluster 1 (63335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Entering Unmasked Estep 
Score: -7390856.500000 Penalty: 2741.936035
	Iteration 0F: 2 clusters Score -7390856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7348467.500000 Penalty: 5483.872070
	Iteration 0F: 3 clusters Score -7348468 nChanged 29469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -7364897.000000 Penalty: 5483.872070
	Iteration 1F: 3 clusters Score -7364897 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -7365558.000000 Penalty: 5483.872070
	Iteration 2Q: 3 clusters Score -7365558 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -7366183.500000 Penalty: 5483.872070
	Iteration 3Q: 3 clusters Score -7366184 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -7366881.500000 Penalty: 5483.872070
	Iteration 4Q: 3 clusters Score -7366882 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7367642.500000 Penalty: 5483.872070
	Iteration 5Q: 3 clusters Score -7367642 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7368645.000000 Penalty: 5483.872070
	Iteration 6Q: 3 clusters Score -7368645 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7370028.500000 Penalty: 5483.872070
	Iteration 7Q: 3 clusters Score -7370028 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -7372230.500000 Penalty: 5483.872070
	Iteration 8F: 3 clusters Score -7372230 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -7375294.500000 Penalty: 5483.872070
	Iteration 9F: 3 clusters Score -7375294 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -7379000.000000 Penalty: 5483.872070
	Iteration 10F: 3 clusters Score -7379000 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -7382531.500000 Penalty: 5483.872070
	Iteration 11F: 3 clusters Score -7382532 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -7385261.500000 Penalty: 5483.872070
	Iteration 12Q: 3 clusters Score -7385262 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -7386888.500000 Penalty: 5483.872070
	Iteration 13Q: 3 clusters Score -7386888 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -7387676.000000 Penalty: 5483.872070
	Iteration 14Q: 3 clusters Score -7387676 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -7388084.500000 Penalty: 5483.872070
	Iteration 15Q: 3 clusters Score -7388084 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -7388276.000000 Penalty: 5483.872070
	Iteration 16Q: 3 clusters Score -7388276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -7388387.500000 Penalty: 5483.872070
	Iteration 17Q: 3 clusters Score -7388388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -7388445.500000 Penalty: 5483.872070
	Iteration 18Q: 3 clusters Score -7388446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -7388491.000000 Penalty: 5483.872070
	Iteration 19Q: 3 clusters Score -7388491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -7388516.500000 Penalty: 5483.872070
	Iteration 20F: 3 clusters Score -7388516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -7388535.000000 Penalty: 5483.872070
	Iteration 21Q: 3 clusters Score -7388535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -7388545.500000 Penalty: 5483.872070
	Iteration 22Q: 3 clusters Score -7388546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -7388556.000000 Penalty: 5483.872070
	Iteration 23Q: 3 clusters Score -7388556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -7388564.000000 Penalty: 5483.872070
	Iteration 24Q: 3 clusters Score -7388564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -7388564.000000 Penalty: 5483.872070
	Iteration 25F: 3 clusters Score -7388564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Entering Unmasked Estep 
Score: -1433633.125000 Penalty: 2359.360840
	Iteration 0F: 2 clusters Score -1433633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1423662.750000 Penalty: 4718.721680
	Iteration 0F: 3 clusters Score -1423663 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1426738.625000 Penalty: 4718.721680
	Iteration 1F: 3 clusters Score -1426739 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1427113.875000 Penalty: 4718.721680
	Iteration 2F: 3 clusters Score -1427114 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1427400.000000 Penalty: 4718.721680
	Iteration 3F: 3 clusters Score -1427400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1427654.625000 Penalty: 4718.721680
	Iteration 4Q: 3 clusters Score -1427655 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1427883.125000 Penalty: 4718.721680
	Iteration 5Q: 3 clusters Score -1427883 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1428141.500000 Penalty: 4718.721680
	Iteration 6Q: 3 clusters Score -1428142 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1428428.125000 Penalty: 4718.721680
	Iteration 7Q: 3 clusters Score -1428428 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1428686.500000 Penalty: 4718.721680
	Iteration 8Q: 3 clusters Score -1428686 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1428925.625000 Penalty: 4718.721680
	Iteration 9Q: 3 clusters Score -1428926 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1429139.375000 Penalty: 4718.721680
	Iteration 10Q: 3 clusters Score -1429139 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1429323.500000 Penalty: 4718.721680
	Iteration 11Q: 3 clusters Score -1429324 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1429518.500000 Penalty: 4718.721680
	Iteration 12Q: 3 clusters Score -1429518 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1429745.875000 Penalty: 4718.721680
	Iteration 13Q: 3 clusters Score -1429746 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1429954.625000 Penalty: 4718.721680
	Iteration 14Q: 3 clusters Score -1429955 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1430154.375000 Penalty: 4718.721680
	Iteration 15Q: 3 clusters Score -1430154 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1430324.625000 Penalty: 4718.721680
	Iteration 16Q: 3 clusters Score -1430325 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1430482.875000 Penalty: 4718.721680
	Iteration 17Q: 3 clusters Score -1430483 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1430602.750000 Penalty: 4718.721680
	Iteration 18Q: 3 clusters Score -1430603 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1430705.250000 Penalty: 4718.721680
	Iteration 19Q: 3 clusters Score -1430705 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1430768.250000 Penalty: 4718.721680
	Iteration 20F: 3 clusters Score -1430768 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1430818.250000 Penalty: 4718.721680
	Iteration 21Q: 3 clusters Score -1430818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1430856.000000 Penalty: 4718.721680
	Iteration 22Q: 3 clusters Score -1430856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1430884.750000 Penalty: 4718.721680
	Iteration 23Q: 3 clusters Score -1430885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1430915.750000 Penalty: 4718.721680
	Iteration 24Q: 3 clusters Score -1430916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1430945.625000 Penalty: 4718.721680
	Iteration 25Q: 3 clusters Score -1430946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1430964.625000 Penalty: 4718.721680
	Iteration 26Q: 3 clusters Score -1430965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1430984.875000 Penalty: 4718.721680
	Iteration 27Q: 3 clusters Score -1430985 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1431009.375000 Penalty: 4718.721680
	Iteration 28Q: 3 clusters Score -1431009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1431032.000000 Penalty: 4718.721680
	Iteration 29Q: 3 clusters Score -1431032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1431046.375000 Penalty: 4718.721680
	Iteration 30Q: 3 clusters Score -1431046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1431066.625000 Penalty: 4718.721680
	Iteration 31Q: 3 clusters Score -1431067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1431081.000000 Penalty: 4718.721680
	Iteration 32Q: 3 clusters Score -1431081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1431093.625000 Penalty: 4718.721680
	Iteration 33Q: 3 clusters Score -1431094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1431109.875000 Penalty: 4718.721680
	Iteration 34Q: 3 clusters Score -1431110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1431114.875000 Penalty: 4718.721680
	Iteration 35Q: 3 clusters Score -1431115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1431123.250000 Penalty: 4718.721680
	Iteration 36Q: 3 clusters Score -1431123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1431135.875000 Penalty: 4718.721680
	Iteration 37Q: 3 clusters Score -1431136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1431142.375000 Penalty: 4718.721680
	Iteration 38Q: 3 clusters Score -1431142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1431147.250000 Penalty: 4718.721680
	Iteration 39Q: 3 clusters Score -1431147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1431151.375000 Penalty: 4718.721680
	Iteration 40F: 3 clusters Score -1431151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1431157.000000 Penalty: 4718.721680
	Iteration 41Q: 3 clusters Score -1431157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1431156.875000 Penalty: 4718.721680
	Iteration 42Q: 3 clusters Score -1431157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1431159.375000 Penalty: 4718.721680
	Iteration 43Q: 3 clusters Score -1431159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1431165.625000 Penalty: 4718.721680
	Iteration 44Q: 3 clusters Score -1431166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1431163.875000 Penalty: 4718.721680
	Iteration 45Q: 3 clusters Score -1431164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1431170.750000 Penalty: 4718.721680
	Iteration 46Q: 3 clusters Score -1431171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1431172.875000 Penalty: 4718.721680
	Iteration 47Q: 3 clusters Score -1431173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1431176.875000 Penalty: 4718.721680
	Iteration 48Q: 3 clusters Score -1431177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1431181.125000 Penalty: 4718.721680
	Iteration 49Q: 3 clusters Score -1431181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1431181.125000 Penalty: 4718.721680
	Iteration 50Q: 3 clusters Score -1431181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1431181.875000 Penalty: 4718.721680
	Iteration 51Q: 3 clusters Score -1431182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1431190.250000 Penalty: 4718.721680
	Iteration 52Q: 3 clusters Score -1431190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1431193.125000 Penalty: 4718.721680
	Iteration 53Q: 3 clusters Score -1431193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1431192.500000 Penalty: 4718.721680
	Iteration 54Q: 3 clusters Score -1431192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1431196.000000 Penalty: 4718.721680
	Iteration 55Q: 3 clusters Score -1431196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1431194.625000 Penalty: 4718.721680
	Iteration 56Q: 3 clusters Score -1431195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1431194.625000 Penalty: 4718.721680
	Iteration 57Q: 3 clusters Score -1431195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1431196.500000 Penalty: 4718.721680
	Iteration 58Q: 3 clusters Score -1431196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1431198.125000 Penalty: 4718.721680
	Iteration 59Q: 3 clusters Score -1431198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1431204.500000 Penalty: 4718.721680
	Iteration 60F: 3 clusters Score -1431204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1431207.750000 Penalty: 4718.721680
	Iteration 61Q: 3 clusters Score -1431208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1431209.250000 Penalty: 4718.721680
	Iteration 62Q: 3 clusters Score -1431209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1431215.375000 Penalty: 4718.721680
	Iteration 63Q: 3 clusters Score -1431215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1431220.875000 Penalty: 4718.721680
	Iteration 64Q: 3 clusters Score -1431221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1431221.750000 Penalty: 4718.721680
	Iteration 65Q: 3 clusters Score -1431222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1431222.750000 Penalty: 4718.721680
	Iteration 66Q: 3 clusters Score -1431223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1431223.000000 Penalty: 4718.721680
	Iteration 67Q: 3 clusters Score -1431223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1431228.250000 Penalty: 4718.721680
	Iteration 68Q: 3 clusters Score -1431228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1431228.875000 Penalty: 4718.721680
	Iteration 69Q: 3 clusters Score -1431229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1431227.000000 Penalty: 4718.721680
	Iteration 70Q: 3 clusters Score -1431227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1431225.500000 Penalty: 4718.721680
	Iteration 71Q: 3 clusters Score -1431226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1431228.875000 Penalty: 4718.721680
	Iteration 72Q: 3 clusters Score -1431229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1431227.250000 Penalty: 4718.721680
	Iteration 73Q: 3 clusters Score -1431227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1431229.250000 Penalty: 4718.721680
	Iteration 74Q: 3 clusters Score -1431229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1431229.625000 Penalty: 4718.721680
	Iteration 75Q: 3 clusters Score -1431230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1431229.500000 Penalty: 4718.721680
	Iteration 76Q: 3 clusters Score -1431230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1431228.625000 Penalty: 4718.721680
	Iteration 77Q: 3 clusters Score -1431229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1431228.875000 Penalty: 4718.721680
	Iteration 78Q: 3 clusters Score -1431229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1431228.875000 Penalty: 4718.721680
	Iteration 79F: 3 clusters Score -1431229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -436618.406250 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -436618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -432780.187500 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -432780.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -433567.843750 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -433567.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -433727.406250 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -433727.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -433832.843750 Penalty: 4105.470215
	Iteration 3Q: 3 clusters Score -433832.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -433898.531250 Penalty: 4105.470215
	Iteration 4Q: 3 clusters Score -433898.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -433951.000000 Penalty: 4105.470215
	Iteration 5Q: 3 clusters Score -433951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -433995.750000 Penalty: 4105.470215
	Iteration 6Q: 3 clusters Score -433995.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -434035.031250 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -434035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -434063.906250 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -434063.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -434094.250000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -434094.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -434117.500000 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -434117.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -434134.781250 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -434134.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -434144.750000 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -434144.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -434151.906250 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -434151.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -434156.562500 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -434156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -434157.687500 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -434157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -434161.906250 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -434161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -434166.125000 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -434166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -434168.625000 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -434168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -434171.812500 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -434171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -434174.812500 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -434174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -434176.750000 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -434176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -434176.843750 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -434176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -434177.125000 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -434177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -434177.281250 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -434177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -434177.031250 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -434177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -434177.031250 Penalty: 4105.470215
	Iteration 26F: 3 clusters Score -434177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1074151.250000 Penalty: 2268.317383
	Iteration 0F: 2 clusters Score -1074151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1066926.750000 Penalty: 4536.634766
	Iteration 0F: 3 clusters Score -1066927 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1069071.875000 Penalty: 4536.634766
	Iteration 1F: 3 clusters Score -1069072 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1069401.625000 Penalty: 4536.634766
	Iteration 2F: 3 clusters Score -1069402 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1069640.000000 Penalty: 4536.634766
	Iteration 3F: 3 clusters Score -1069640 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1069820.750000 Penalty: 4536.634766
	Iteration 4Q: 3 clusters Score -1069821 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1069978.125000 Penalty: 4536.634766
	Iteration 5Q: 3 clusters Score -1069978 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1070145.625000 Penalty: 4536.634766
	Iteration 6Q: 3 clusters Score -1070146 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1070319.250000 Penalty: 4536.634766
	Iteration 7Q: 3 clusters Score -1070319 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1070509.875000 Penalty: 4536.634766
	Iteration 8Q: 3 clusters Score -1070510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1070701.500000 Penalty: 4536.634766
	Iteration 9Q: 3 clusters Score -1070702 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1070883.875000 Penalty: 4536.634766
	Iteration 10Q: 3 clusters Score -1070884 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1071049.000000 Penalty: 4536.634766
	Iteration 11Q: 3 clusters Score -1071049 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1071235.125000 Penalty: 4536.634766
	Iteration 12Q: 3 clusters Score -1071235 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1071381.375000 Penalty: 4536.634766
	Iteration 13Q: 3 clusters Score -1071381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1071508.625000 Penalty: 4536.634766
	Iteration 14Q: 3 clusters Score -1071509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1071603.875000 Penalty: 4536.634766
	Iteration 15Q: 3 clusters Score -1071604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1071705.625000 Penalty: 4536.634766
	Iteration 16Q: 3 clusters Score -1071706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1071808.250000 Penalty: 4536.634766
	Iteration 17Q: 3 clusters Score -1071808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1071887.750000 Penalty: 4536.634766
	Iteration 18Q: 3 clusters Score -1071888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1071957.125000 Penalty: 4536.634766
	Iteration 19Q: 3 clusters Score -1071957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1072008.750000 Penalty: 4536.634766
	Iteration 20F: 3 clusters Score -1072009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1072037.875000 Penalty: 4536.634766
	Iteration 21Q: 3 clusters Score -1072038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1072065.250000 Penalty: 4536.634766
	Iteration 22Q: 3 clusters Score -1072065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1072089.500000 Penalty: 4536.634766
	Iteration 23Q: 3 clusters Score -1072090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1072101.625000 Penalty: 4536.634766
	Iteration 24Q: 3 clusters Score -1072102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1072108.250000 Penalty: 4536.634766
	Iteration 25Q: 3 clusters Score -1072108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1072114.000000 Penalty: 4536.634766
	Iteration 26Q: 3 clusters Score -1072114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1072125.500000 Penalty: 4536.634766
	Iteration 27Q: 3 clusters Score -1072126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1072130.375000 Penalty: 4536.634766
	Iteration 28Q: 3 clusters Score -1072130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1072134.875000 Penalty: 4536.634766
	Iteration 29Q: 3 clusters Score -1072135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1072137.625000 Penalty: 4536.634766
	Iteration 30Q: 3 clusters Score -1072138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1072145.250000 Penalty: 4536.634766
	Iteration 31Q: 3 clusters Score -1072145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1072150.125000 Penalty: 4536.634766
	Iteration 32Q: 3 clusters Score -1072150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1072154.375000 Penalty: 4536.634766
	Iteration 33Q: 3 clusters Score -1072154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1072161.125000 Penalty: 4536.634766
	Iteration 34Q: 3 clusters Score -1072161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1072164.000000 Penalty: 4536.634766
	Iteration 35Q: 3 clusters Score -1072164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1072168.000000 Penalty: 4536.634766
	Iteration 36Q: 3 clusters Score -1072168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1072170.375000 Penalty: 4536.634766
	Iteration 37Q: 3 clusters Score -1072170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1072172.875000 Penalty: 4536.634766
	Iteration 38Q: 3 clusters Score -1072173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1072176.500000 Penalty: 4536.634766
	Iteration 39Q: 3 clusters Score -1072176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1072182.500000 Penalty: 4536.634766
	Iteration 40F: 3 clusters Score -1072182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1072187.500000 Penalty: 4536.634766
	Iteration 41Q: 3 clusters Score -1072188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1072187.750000 Penalty: 4536.634766
	Iteration 42Q: 3 clusters Score -1072188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1072187.750000 Penalty: 4536.634766
	Iteration 43F: 3 clusters Score -1072188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -37535.898438 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -37535.9 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 163 members 
Entering Unmasked Estep 
Score: -36200.722656 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -36200.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36318.007812 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -36318.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36363.085938 Penalty: 2922.255371
	Iteration 2Q: 3 clusters Score -36363.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36373.585938 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -36373.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36373.585938 Penalty: 2922.255371
	Iteration 4F: 3 clusters Score -36373.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Entering Unmasked Estep 
Score: -2375900.250000 Penalty: 2459.524902
	Iteration 0F: 2 clusters Score -2375900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2361711.000000 Penalty: 4919.049805
	Iteration 0F: 3 clusters Score -2361711 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2366589.250000 Penalty: 4919.049805
	Iteration 1F: 3 clusters Score -2366589 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2367114.250000 Penalty: 4919.049805
	Iteration 2F: 3 clusters Score -2367114 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2367633.750000 Penalty: 4919.049805
	Iteration 3F: 3 clusters Score -2367634 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2368208.000000 Penalty: 4919.049805
	Iteration 4F: 3 clusters Score -2368208 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2368911.750000 Penalty: 4919.049805
	Iteration 5F: 3 clusters Score -2368912 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2369732.750000 Penalty: 4919.049805
	Iteration 6F: 3 clusters Score -2369733 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2370661.250000 Penalty: 4919.049805
	Iteration 7F: 3 clusters Score -2370661 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2371459.000000 Penalty: 4919.049805
	Iteration 8F: 3 clusters Score -2371459 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2371971.750000 Penalty: 4919.049805
	Iteration 9Q: 3 clusters Score -2371972 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2372289.000000 Penalty: 4919.049805
	Iteration 10Q: 3 clusters Score -2372289 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2372477.250000 Penalty: 4919.049805
	Iteration 11Q: 3 clusters Score -2372477 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2372585.250000 Penalty: 4919.049805
	Iteration 12Q: 3 clusters Score -2372585 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2372661.750000 Penalty: 4919.049805
	Iteration 13Q: 3 clusters Score -2372662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2372735.750000 Penalty: 4919.049805
	Iteration 14Q: 3 clusters Score -2372736 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2372771.250000 Penalty: 4919.049805
	Iteration 15Q: 3 clusters Score -2372771 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2372821.000000 Penalty: 4919.049805
	Iteration 16Q: 3 clusters Score -2372821 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2372869.500000 Penalty: 4919.049805
	Iteration 17Q: 3 clusters Score -2372870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2372913.500000 Penalty: 4919.049805
	Iteration 18Q: 3 clusters Score -2372914 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2372946.000000 Penalty: 4919.049805
	Iteration 19Q: 3 clusters Score -2372946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2372989.000000 Penalty: 4919.049805
	Iteration 20F: 3 clusters Score -2372989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2373035.500000 Penalty: 4919.049805
	Iteration 21Q: 3 clusters Score -2373036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2373077.250000 Penalty: 4919.049805
	Iteration 22Q: 3 clusters Score -2373077 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2373107.250000 Penalty: 4919.049805
	Iteration 23Q: 3 clusters Score -2373107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2373154.000000 Penalty: 4919.049805
	Iteration 24Q: 3 clusters Score -2373154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2373193.000000 Penalty: 4919.049805
	Iteration 25Q: 3 clusters Score -2373193 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2373234.000000 Penalty: 4919.049805
	Iteration 26Q: 3 clusters Score -2373234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2373267.250000 Penalty: 4919.049805
	Iteration 27Q: 3 clusters Score -2373267 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2373307.000000 Penalty: 4919.049805
	Iteration 28Q: 3 clusters Score -2373307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2373353.750000 Penalty: 4919.049805
	Iteration 29Q: 3 clusters Score -2373354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2373395.250000 Penalty: 4919.049805
	Iteration 30Q: 3 clusters Score -2373395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2373422.750000 Penalty: 4919.049805
	Iteration 31Q: 3 clusters Score -2373423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2373447.250000 Penalty: 4919.049805
	Iteration 32Q: 3 clusters Score -2373447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2373488.000000 Penalty: 4919.049805
	Iteration 33Q: 3 clusters Score -2373488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2373525.000000 Penalty: 4919.049805
	Iteration 34Q: 3 clusters Score -2373525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2373553.000000 Penalty: 4919.049805
	Iteration 35Q: 3 clusters Score -2373553 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2373587.500000 Penalty: 4919.049805
	Iteration 36Q: 3 clusters Score -2373588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2373626.250000 Penalty: 4919.049805
	Iteration 37Q: 3 clusters Score -2373626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2373661.500000 Penalty: 4919.049805
	Iteration 38Q: 3 clusters Score -2373662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2373689.500000 Penalty: 4919.049805
	Iteration 39Q: 3 clusters Score -2373690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2373714.250000 Penalty: 4919.049805
	Iteration 40F: 3 clusters Score -2373714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2373746.000000 Penalty: 4919.049805
	Iteration 41Q: 3 clusters Score -2373746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2373769.750000 Penalty: 4919.049805
	Iteration 42Q: 3 clusters Score -2373770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2373787.250000 Penalty: 4919.049805
	Iteration 43Q: 3 clusters Score -2373787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2373809.000000 Penalty: 4919.049805
	Iteration 44Q: 3 clusters Score -2373809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2373818.500000 Penalty: 4919.049805
	Iteration 45Q: 3 clusters Score -2373818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2373822.250000 Penalty: 4919.049805
	Iteration 46Q: 3 clusters Score -2373822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2373835.750000 Penalty: 4919.049805
	Iteration 47Q: 3 clusters Score -2373836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2373853.000000 Penalty: 4919.049805
	Iteration 48Q: 3 clusters Score -2373853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2373860.750000 Penalty: 4919.049805
	Iteration 49Q: 3 clusters Score -2373861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2373865.750000 Penalty: 4919.049805
	Iteration 50Q: 3 clusters Score -2373866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2373871.500000 Penalty: 4919.049805
	Iteration 51Q: 3 clusters Score -2373872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2373870.500000 Penalty: 4919.049805
	Iteration 52Q: 3 clusters Score -2373870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2373874.500000 Penalty: 4919.049805
	Iteration 53Q: 3 clusters Score -2373874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2373883.250000 Penalty: 4919.049805
	Iteration 54Q: 3 clusters Score -2373883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2373882.250000 Penalty: 4919.049805
	Iteration 55Q: 3 clusters Score -2373882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2373879.750000 Penalty: 4919.049805
	Iteration 56Q: 3 clusters Score -2373880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2373881.750000 Penalty: 4919.049805
	Iteration 57Q: 3 clusters Score -2373882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2373882.500000 Penalty: 4919.049805
	Iteration 58Q: 3 clusters Score -2373882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2373882.250000 Penalty: 4919.049805
	Iteration 59Q: 3 clusters Score -2373882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2373882.250000 Penalty: 4919.049805
	Iteration 60F: 3 clusters Score -2373882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2373884.000000 Penalty: 4919.049805
	Iteration 61Q: 3 clusters Score -2373884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2373883.500000 Penalty: 4919.049805
	Iteration 62Q: 3 clusters Score -2373884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2373884.750000 Penalty: 4919.049805
	Iteration 63Q: 3 clusters Score -2373885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2373884.750000 Penalty: 4919.049805
	Iteration 64F: 3 clusters Score -2373885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -363349.468750 Penalty: 2010.789185
	Iteration 0F: 2 clusters Score -363349.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -359917.000000 Penalty: 4021.578369
	Iteration 0F: 3 clusters Score -359917 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -360667.593750 Penalty: 4021.578369
	Iteration 1F: 3 clusters Score -360667.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -360873.625000 Penalty: 4021.578369
	Iteration 2F: 3 clusters Score -360873.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -361039.500000 Penalty: 4021.578369
	Iteration 3F: 3 clusters Score -361039.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -361173.437500 Penalty: 4021.578369
	Iteration 4Q: 3 clusters Score -361173.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -361287.625000 Penalty: 4021.578369
	Iteration 5Q: 3 clusters Score -361287.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -361368.843750 Penalty: 4021.578369
	Iteration 6Q: 3 clusters Score -361368.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -361446.875000 Penalty: 4021.578369
	Iteration 7Q: 3 clusters Score -361446.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -361514.906250 Penalty: 4021.578369
	Iteration 8Q: 3 clusters Score -361514.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -361579.593750 Penalty: 4021.578369
	Iteration 9Q: 3 clusters Score -361579.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -361627.406250 Penalty: 4021.578369
	Iteration 10Q: 3 clusters Score -361627.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -361656.781250 Penalty: 4021.578369
	Iteration 11Q: 3 clusters Score -361656.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -361678.343750 Penalty: 4021.578369
	Iteration 12Q: 3 clusters Score -361678.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -361697.468750 Penalty: 4021.578369
	Iteration 13Q: 3 clusters Score -361697.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -361721.562500 Penalty: 4021.578369
	Iteration 14Q: 3 clusters Score -361721.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -361753.656250 Penalty: 4021.578369
	Iteration 15Q: 3 clusters Score -361753.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -361785.312500 Penalty: 4021.578369
	Iteration 16Q: 3 clusters Score -361785.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -361807.687500 Penalty: 4021.578369
	Iteration 17Q: 3 clusters Score -361807.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -361820.281250 Penalty: 4021.578369
	Iteration 18Q: 3 clusters Score -361820.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -361834.812500 Penalty: 4021.578369
	Iteration 19Q: 3 clusters Score -361834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -361848.875000 Penalty: 4021.578369
	Iteration 20F: 3 clusters Score -361848.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -361865.031250 Penalty: 4021.578369
	Iteration 21Q: 3 clusters Score -361865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -361874.406250 Penalty: 4021.578369
	Iteration 22Q: 3 clusters Score -361874.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -361886.312500 Penalty: 4021.578369
	Iteration 23Q: 3 clusters Score -361886.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -361892.437500 Penalty: 4021.578369
	Iteration 24Q: 3 clusters Score -361892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -361899.343750 Penalty: 4021.578369
	Iteration 25Q: 3 clusters Score -361899.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -361902.156250 Penalty: 4021.578369
	Iteration 26Q: 3 clusters Score -361902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -361903.843750 Penalty: 4021.578369
	Iteration 27Q: 3 clusters Score -361903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -361904.843750 Penalty: 4021.578369
	Iteration 28Q: 3 clusters Score -361904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -361906.656250 Penalty: 4021.578369
	Iteration 29Q: 3 clusters Score -361906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -361906.812500 Penalty: 4021.578369
	Iteration 30Q: 3 clusters Score -361906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -361907.531250 Penalty: 4021.578369
	Iteration 31Q: 3 clusters Score -361907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -361908.625000 Penalty: 4021.578369
	Iteration 32Q: 3 clusters Score -361908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -361910.250000 Penalty: 4021.578369
	Iteration 33Q: 3 clusters Score -361910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -361910.937500 Penalty: 4021.578369
	Iteration 34Q: 3 clusters Score -361910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -361911.906250 Penalty: 4021.578369
	Iteration 35Q: 3 clusters Score -361911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -361912.156250 Penalty: 4021.578369
	Iteration 36Q: 3 clusters Score -361912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -361912.156250 Penalty: 4021.578369
	Iteration 37F: 3 clusters Score -361912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Entering Unmasked Estep 
Score: -3654989.750000 Penalty: 2576.348877
	Iteration 0F: 2 clusters Score -3654990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3632696.750000 Penalty: 5152.697754
	Iteration 0F: 3 clusters Score -3632697 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3640618.500000 Penalty: 5152.697754
	Iteration 1F: 3 clusters Score -3640618 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3641020.000000 Penalty: 5152.697754
	Iteration 2Q: 3 clusters Score -3641020 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3641376.000000 Penalty: 5152.697754
	Iteration 3Q: 3 clusters Score -3641376 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3641687.250000 Penalty: 5152.697754
	Iteration 4Q: 3 clusters Score -3641687 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3641987.750000 Penalty: 5152.697754
	Iteration 5Q: 3 clusters Score -3641988 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3642280.500000 Penalty: 5152.697754
	Iteration 6Q: 3 clusters Score -3642280 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3642645.500000 Penalty: 5152.697754
	Iteration 7Q: 3 clusters Score -3642646 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3643136.500000 Penalty: 5152.697754
	Iteration 8Q: 3 clusters Score -3643136 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3643800.250000 Penalty: 5152.697754
	Iteration 9Q: 3 clusters Score -3643800 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3644731.250000 Penalty: 5152.697754
	Iteration 10Q: 3 clusters Score -3644731 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3645977.000000 Penalty: 5152.697754
	Iteration 11F: 3 clusters Score -3645977 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3647423.000000 Penalty: 5152.697754
	Iteration 12F: 3 clusters Score -3647423 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3648987.250000 Penalty: 5152.697754
	Iteration 13F: 3 clusters Score -3648987 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3650442.500000 Penalty: 5152.697754
	Iteration 14F: 3 clusters Score -3650442 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3651486.250000 Penalty: 5152.697754
	Iteration 15Q: 3 clusters Score -3651486 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3652081.750000 Penalty: 5152.697754
	Iteration 16Q: 3 clusters Score -3652082 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3652409.000000 Penalty: 5152.697754
	Iteration 17Q: 3 clusters Score -3652409 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3652555.750000 Penalty: 5152.697754
	Iteration 18Q: 3 clusters Score -3652556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3652636.750000 Penalty: 5152.697754
	Iteration 19Q: 3 clusters Score -3652637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3652680.750000 Penalty: 5152.697754
	Iteration 20F: 3 clusters Score -3652681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3652707.250000 Penalty: 5152.697754
	Iteration 21Q: 3 clusters Score -3652707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3652713.000000 Penalty: 5152.697754
	Iteration 22Q: 3 clusters Score -3652713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3652726.250000 Penalty: 5152.697754
	Iteration 23Q: 3 clusters Score -3652726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3652734.750000 Penalty: 5152.697754
	Iteration 24Q: 3 clusters Score -3652735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3652741.500000 Penalty: 5152.697754
	Iteration 25Q: 3 clusters Score -3652742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3652750.500000 Penalty: 5152.697754
	Iteration 26Q: 3 clusters Score -3652750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3652750.250000 Penalty: 5152.697754
	Iteration 27Q: 3 clusters Score -3652750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3652753.500000 Penalty: 5152.697754
	Iteration 28Q: 3 clusters Score -3652754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3652752.000000 Penalty: 5152.697754
	Iteration 29Q: 3 clusters Score -3652752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3652760.250000 Penalty: 5152.697754
	Iteration 30Q: 3 clusters Score -3652760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3652763.250000 Penalty: 5152.697754
	Iteration 31Q: 3 clusters Score -3652763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3652762.750000 Penalty: 5152.697754
	Iteration 32Q: 3 clusters Score -3652763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3652767.250000 Penalty: 5152.697754
	Iteration 33Q: 3 clusters Score -3652767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3652767.250000 Penalty: 5152.697754
	Iteration 34Q: 3 clusters Score -3652767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3652767.500000 Penalty: 5152.697754
	Iteration 35Q: 3 clusters Score -3652768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3652771.500000 Penalty: 5152.697754
	Iteration 36Q: 3 clusters Score -3652772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3652771.500000 Penalty: 5152.697754
	Iteration 37F: 3 clusters Score -3652772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Entering Unmasked Estep 
Score: -9173267.000000 Penalty: 2796.554932
	Iteration 0F: 2 clusters Score -9173267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -9120381.000000 Penalty: 5593.109863
	Iteration 0F: 3 clusters Score -9120381 nChanged 36865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -9141357.000000 Penalty: 5593.109863
	Iteration 1F: 3 clusters Score -9141357 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -9142238.000000 Penalty: 5593.109863
	Iteration 2Q: 3 clusters Score -9142238 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -9143278.000000 Penalty: 5593.109863
	Iteration 3Q: 3 clusters Score -9143278 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -9144979.000000 Penalty: 5593.109863
	Iteration 4Q: 3 clusters Score -9144979 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -9147472.000000 Penalty: 5593.109863
	Iteration 5F: 3 clusters Score -9147472 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -9150974.000000 Penalty: 5593.109863
	Iteration 6F: 3 clusters Score -9150974 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -9155479.000000 Penalty: 5593.109863
	Iteration 7F: 3 clusters Score -9155479 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -9160357.000000 Penalty: 5593.109863
	Iteration 8F: 3 clusters Score -9160357 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -9164784.000000 Penalty: 5593.109863
	Iteration 9F: 3 clusters Score -9164784 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -9167942.000000 Penalty: 5593.109863
	Iteration 10Q: 3 clusters Score -9167942 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -9170033.000000 Penalty: 5593.109863
	Iteration 11Q: 3 clusters Score -9170033 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -9171468.000000 Penalty: 5593.109863
	Iteration 12Q: 3 clusters Score -9171468 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -9172337.000000 Penalty: 5593.109863
	Iteration 13Q: 3 clusters Score -9172337 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -9172661.000000 Penalty: 5593.109863
	Iteration 14Q: 3 clusters Score -9172661 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -9172853.000000 Penalty: 5593.109863
	Iteration 15Q: 3 clusters Score -9172853 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -9172936.000000 Penalty: 5593.109863
	Iteration 16Q: 3 clusters Score -9172936 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -9172977.000000 Penalty: 5593.109863
	Iteration 17Q: 3 clusters Score -9172977 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -9173011.000000 Penalty: 5593.109863
	Iteration 18Q: 3 clusters Score -9173011 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -9173015.000000 Penalty: 5593.109863
	Iteration 19Q: 3 clusters Score -9173015 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -9173015.000000 Penalty: 5593.109863
	Iteration 20F: 3 clusters Score -9173015 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -9173036.000000 Penalty: 5593.109863
	Iteration 21Q: 3 clusters Score -9173036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -9173024.000000 Penalty: 5593.109863
	Iteration 22Q: 3 clusters Score -9173024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -9173018.000000 Penalty: 5593.109863
	Iteration 23Q: 3 clusters Score -9173018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -9173047.000000 Penalty: 5593.109863
	Iteration 24Q: 3 clusters Score -9173047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -9173043.000000 Penalty: 5593.109863
	Iteration 25Q: 3 clusters Score -9173043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -9173030.000000 Penalty: 5593.109863
	Iteration 26Q: 3 clusters Score -9173030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -9173032.000000 Penalty: 5593.109863
	Iteration 27Q: 3 clusters Score -9173032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -9173029.000000 Penalty: 5593.109863
	Iteration 28Q: 3 clusters Score -9173029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -9173039.000000 Penalty: 5593.109863
	Iteration 29Q: 3 clusters Score -9173039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -9173037.000000 Penalty: 5593.109863
	Iteration 30Q: 3 clusters Score -9173037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -9173046.000000 Penalty: 5593.109863
	Iteration 31Q: 3 clusters Score -9173046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -9173037.000000 Penalty: 5593.109863
	Iteration 32Q: 3 clusters Score -9173037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -9173034.000000 Penalty: 5593.109863
	Iteration 33Q: 3 clusters Score -9173034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -9173033.000000 Penalty: 5593.109863
	Iteration 34Q: 3 clusters Score -9173033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -9173037.000000 Penalty: 5593.109863
	Iteration 35Q: 3 clusters Score -9173037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -9173035.000000 Penalty: 5593.109863
	Iteration 36Q: 3 clusters Score -9173035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -9173037.000000 Penalty: 5593.109863
	Iteration 37Q: 3 clusters Score -9173037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -9173041.000000 Penalty: 5593.109863
	Iteration 38Q: 3 clusters Score -9173041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -9173041.000000 Penalty: 5593.109863
	Iteration 39F: 3 clusters Score -9173041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313173 members 
Entering Unmasked Estep 
Score: -35812516.000000 Penalty: 3138.318848
	Iteration 0F: 2 clusters Score -3.581252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -35615768.000000 Penalty: 6276.637695
	Iteration 0F: 3 clusters Score -3.561577e+07 nChanged 151841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 145998 members 
Entering Unmasked Estep 
Score: -35706680.000000 Penalty: 6276.637695
	Iteration 1F: 3 clusters Score -3.570668e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173586 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -35709312.000000 Penalty: 6276.637695
	Iteration 2Q: 3 clusters Score -3.570931e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183289 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -35713740.000000 Penalty: 6276.637695
	Iteration 3Q: 3 clusters Score -3.571374e+07 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197316 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -35721252.000000 Penalty: 6276.637695
	Iteration 4F: 3 clusters Score -3.572125e+07 nChanged 20938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216644 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -35733236.000000 Penalty: 6276.637695
	Iteration 5F: 3 clusters Score -3.573324e+07 nChanged 24784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240228 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -35750768.000000 Penalty: 6276.637695
	Iteration 6F: 3 clusters Score -3.575077e+07 nChanged 24656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264278 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -35771360.000000 Penalty: 6276.637695
	Iteration 7F: 3 clusters Score -3.577136e+07 nChanged 19840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283932 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -35788972.000000 Penalty: 6276.637695
	Iteration 8F: 3 clusters Score -3.578897e+07 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296761 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -35799692.000000 Penalty: 6276.637695
	Iteration 9Q: 3 clusters Score -3.579969e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303794 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -35804228.000000 Penalty: 6276.637695
	Iteration 10Q: 3 clusters Score -3.580423e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307458 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -35806828.000000 Penalty: 6276.637695
	Iteration 11Q: 3 clusters Score -3.580683e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309379 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -35808176.000000 Penalty: 6276.637695
	Iteration 12Q: 3 clusters Score -3.580818e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310471 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -35808772.000000 Penalty: 6276.637695
	Iteration 13Q: 3 clusters Score -3.580877e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311165 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -35809196.000000 Penalty: 6276.637695
	Iteration 14Q: 3 clusters Score -3.58092e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311571 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -35809432.000000 Penalty: 6276.637695
	Iteration 15Q: 3 clusters Score -3.580943e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311808 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -35809512.000000 Penalty: 6276.637695
	Iteration 16Q: 3 clusters Score -3.580951e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311963 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -35809520.000000 Penalty: 6276.637695
	Iteration 17Q: 3 clusters Score -3.580952e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312071 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -35809680.000000 Penalty: 6276.637695
	Iteration 18Q: 3 clusters Score -3.580968e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312146 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -35809688.000000 Penalty: 6276.637695
	Iteration 19Q: 3 clusters Score -3.580969e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312196 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -35809668.000000 Penalty: 6276.637695
	Iteration 20F: 3 clusters Score -3.580967e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312223 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -35809704.000000 Penalty: 6276.637695
	Iteration 21Q: 3 clusters Score -3.58097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312248 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -35809732.000000 Penalty: 6276.637695
	Iteration 22Q: 3 clusters Score -3.580973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312263 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -35809768.000000 Penalty: 6276.637695
	Iteration 23Q: 3 clusters Score -3.580977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312273 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -35809776.000000 Penalty: 6276.637695
	Iteration 24Q: 3 clusters Score -3.580978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312277 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -35809792.000000 Penalty: 6276.637695
	Iteration 25Q: 3 clusters Score -3.580979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312286 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35809760.000000 Penalty: 6276.637695
	Iteration 26Q: 3 clusters Score -3.580976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312298 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -35809776.000000 Penalty: 6276.637695
	Iteration 27Q: 3 clusters Score -3.580978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -35809784.000000 Penalty: 6276.637695
	Iteration 28Q: 3 clusters Score -3.580978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312315 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -35809816.000000 Penalty: 6276.637695
	Iteration 29Q: 3 clusters Score -3.580982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312327 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -35809816.000000 Penalty: 6276.637695
	Iteration 30Q: 3 clusters Score -3.580982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312335 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -35809824.000000 Penalty: 6276.637695
	Iteration 31Q: 3 clusters Score -3.580982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312340 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -35809836.000000 Penalty: 6276.637695
	Iteration 32Q: 3 clusters Score -3.580984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312343 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -35809828.000000 Penalty: 6276.637695
	Iteration 33Q: 3 clusters Score -3.580983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312348 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -35809840.000000 Penalty: 6276.637695
	Iteration 34Q: 3 clusters Score -3.580984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312357 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -35809832.000000 Penalty: 6276.637695
	Iteration 35Q: 3 clusters Score -3.580983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312365 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35809852.000000 Penalty: 6276.637695
	Iteration 36Q: 3 clusters Score -3.580985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312374 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -35809848.000000 Penalty: 6276.637695
	Iteration 37Q: 3 clusters Score -3.580985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312376 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35809848.000000 Penalty: 6276.637695
	Iteration 38Q: 3 clusters Score -3.580985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312377 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -35809868.000000 Penalty: 6276.637695
	Iteration 39Q: 3 clusters Score -3.580987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312379 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -35809884.000000 Penalty: 6276.637695
	Iteration 40F: 3 clusters Score -3.580988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312379 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -35809876.000000 Penalty: 6276.637695
	Iteration 41Q: 3 clusters Score -3.580988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312380 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35809872.000000 Penalty: 6276.637695
	Iteration 42Q: 3 clusters Score -3.580987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312380 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35809872.000000 Penalty: 6276.637695
	Iteration 43F: 3 clusters Score -3.580987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -412041.906250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -412041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -408364.875000 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -408364.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -409183.781250 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -409183.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -409354.000000 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -409354 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -409449.156250 Penalty: 4064.200439
	Iteration 3Q: 3 clusters Score -409449.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -409519.312500 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -409519.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -409566.968750 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -409567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -409602.562500 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -409602.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -409629.750000 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -409629.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -409649.406250 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -409649.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -409665.437500 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -409665.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -409681.312500 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -409681.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -409696.000000 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -409696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -409707.125000 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -409707.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -409716.156250 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -409716.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -409730.406250 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -409730.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -409744.375000 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -409744.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -409754.750000 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -409754.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409761.562500 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -409761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -409767.718750 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -409767.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -409775.156250 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -409775.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -409780.718750 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -409780.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409789.968750 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -409790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -409797.968750 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -409798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -409804.625000 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -409804.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -409811.468750 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -409811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -409819.093750 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -409819.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409828.968750 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -409829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -409836.000000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -409836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -409842.718750 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -409842.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -409851.187500 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -409851.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -409856.343750 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -409856.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -409862.531250 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -409862.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409869.093750 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -409869.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -409879.625000 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -409879.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -409886.375000 Penalty: 4064.200439
	Iteration 34Q: 3 clusters Score -409886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -409892.843750 Penalty: 4064.200439
	Iteration 35Q: 3 clusters Score -409892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -409900.468750 Penalty: 4064.200439
	Iteration 36Q: 3 clusters Score -409900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -409908.968750 Penalty: 4064.200439
	Iteration 37Q: 3 clusters Score -409909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -409915.250000 Penalty: 4064.200439
	Iteration 38Q: 3 clusters Score -409915.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -409924.031250 Penalty: 4064.200439
	Iteration 39Q: 3 clusters Score -409924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -409934.437500 Penalty: 4064.200439
	Iteration 40F: 3 clusters Score -409934.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -409945.125000 Penalty: 4064.200439
	Iteration 41Q: 3 clusters Score -409945.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -409954.593750 Penalty: 4064.200439
	Iteration 42Q: 3 clusters Score -409954.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -409969.312500 Penalty: 4064.200439
	Iteration 43Q: 3 clusters Score -409969.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -409985.812500 Penalty: 4064.200439
	Iteration 44Q: 3 clusters Score -409985.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -409994.468750 Penalty: 4064.200439
	Iteration 45Q: 3 clusters Score -409994.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -410007.500000 Penalty: 4064.200439
	Iteration 46Q: 3 clusters Score -410007.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -410026.906250 Penalty: 4064.200439
	Iteration 47Q: 3 clusters Score -410026.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -410048.156250 Penalty: 4064.200439
	Iteration 48Q: 3 clusters Score -410048.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -410066.031250 Penalty: 4064.200439
	Iteration 49Q: 3 clusters Score -410066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -410091.187500 Penalty: 4064.200439
	Iteration 50Q: 3 clusters Score -410091.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -410120.031250 Penalty: 4064.200439
	Iteration 51Q: 3 clusters Score -410120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -410154.187500 Penalty: 4064.200439
	Iteration 52Q: 3 clusters Score -410154.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -410213.687500 Penalty: 4064.200439
	Iteration 53Q: 3 clusters Score -410213.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -410307.437500 Penalty: 4064.200439
	Iteration 54Q: 3 clusters Score -410307.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -410436.468750 Penalty: 4064.200439
	Iteration 55Q: 3 clusters Score -410436.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -410569.968750 Penalty: 4064.200439
	Iteration 56Q: 3 clusters Score -410570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -410683.843750 Penalty: 4064.200439
	Iteration 57Q: 3 clusters Score -410683.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -410767.625000 Penalty: 4064.200439
	Iteration 58Q: 3 clusters Score -410767.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -410820.218750 Penalty: 4064.200439
	Iteration 59Q: 3 clusters Score -410820.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -410861.937500 Penalty: 4064.200439
	Iteration 60F: 3 clusters Score -410861.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -410901.593750 Penalty: 4064.200439
	Iteration 61Q: 3 clusters Score -410901.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -410946.000000 Penalty: 4064.200439
	Iteration 62Q: 3 clusters Score -410946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -410993.062500 Penalty: 4064.200439
	Iteration 63Q: 3 clusters Score -410993.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -411047.812500 Penalty: 4064.200439
	Iteration 64Q: 3 clusters Score -411047.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -411106.875000 Penalty: 4064.200439
	Iteration 65Q: 3 clusters Score -411106.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -411163.187500 Penalty: 4064.200439
	Iteration 66Q: 3 clusters Score -411163.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -411209.750000 Penalty: 4064.200439
	Iteration 67Q: 3 clusters Score -411209.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -411256.968750 Penalty: 4064.200439
	Iteration 68Q: 3 clusters Score -411257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -411313.468750 Penalty: 4064.200439
	Iteration 69Q: 3 clusters Score -411313.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -411372.468750 Penalty: 4064.200439
	Iteration 70Q: 3 clusters Score -411372.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -411420.593750 Penalty: 4064.200439
	Iteration 71Q: 3 clusters Score -411420.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -411477.718750 Penalty: 4064.200439
	Iteration 72Q: 3 clusters Score -411477.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -411529.625000 Penalty: 4064.200439
	Iteration 73Q: 3 clusters Score -411529.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -411589.500000 Penalty: 4064.200439
	Iteration 74Q: 3 clusters Score -411589.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -411642.000000 Penalty: 4064.200439
	Iteration 75Q: 3 clusters Score -411642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -411687.000000 Penalty: 4064.200439
	Iteration 76Q: 3 clusters Score -411687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -411745.187500 Penalty: 4064.200439
	Iteration 77Q: 3 clusters Score -411745.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -411801.468750 Penalty: 4064.200439
	Iteration 78Q: 3 clusters Score -411801.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -411837.718750 Penalty: 4064.200439
	Iteration 79Q: 3 clusters Score -411837.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -411874.312500 Penalty: 4064.200439
	Iteration 80F: 3 clusters Score -411874.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -411895.437500 Penalty: 4064.200439
	Iteration 81Q: 3 clusters Score -411895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -411904.031250 Penalty: 4064.200439
	Iteration 82Q: 3 clusters Score -411904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -411909.187500 Penalty: 4064.200439
	Iteration 83Q: 3 clusters Score -411909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -411911.625000 Penalty: 4064.200439
	Iteration 84Q: 3 clusters Score -411911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -411913.187500 Penalty: 4064.200439
	Iteration 85Q: 3 clusters Score -411913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -411913.687500 Penalty: 4064.200439
	Iteration 86Q: 3 clusters Score -411913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -411914.843750 Penalty: 4064.200439
	Iteration 87Q: 3 clusters Score -411914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -411914.843750 Penalty: 4064.200439
	Iteration 88F: 3 clusters Score -411914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Entering Unmasked Estep 
Score: -1061852.625000 Penalty: 2261.700195
	Iteration 0F: 2 clusters Score -1061853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1054798.625000 Penalty: 4523.400391
	Iteration 0F: 3 clusters Score -1054799 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1056765.125000 Penalty: 4523.400391
	Iteration 1F: 3 clusters Score -1056765 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1057051.500000 Penalty: 4523.400391
	Iteration 2F: 3 clusters Score -1057052 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1057281.875000 Penalty: 4523.400391
	Iteration 3F: 3 clusters Score -1057282 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1057475.250000 Penalty: 4523.400391
	Iteration 4Q: 3 clusters Score -1057475 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1057731.625000 Penalty: 4523.400391
	Iteration 5Q: 3 clusters Score -1057732 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1058069.875000 Penalty: 4523.400391
	Iteration 6F: 3 clusters Score -1058070 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1058475.375000 Penalty: 4523.400391
	Iteration 7F: 3 clusters Score -1058475 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1058911.875000 Penalty: 4523.400391
	Iteration 8F: 3 clusters Score -1058912 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1059298.625000 Penalty: 4523.400391
	Iteration 9F: 3 clusters Score -1059299 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1059584.250000 Penalty: 4523.400391
	Iteration 10Q: 3 clusters Score -1059584 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1059768.375000 Penalty: 4523.400391
	Iteration 11Q: 3 clusters Score -1059768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1059869.500000 Penalty: 4523.400391
	Iteration 12Q: 3 clusters Score -1059870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1059939.250000 Penalty: 4523.400391
	Iteration 13Q: 3 clusters Score -1059939 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1059996.000000 Penalty: 4523.400391
	Iteration 14Q: 3 clusters Score -1059996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1060045.250000 Penalty: 4523.400391
	Iteration 15Q: 3 clusters Score -1060045 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1060082.875000 Penalty: 4523.400391
	Iteration 16Q: 3 clusters Score -1060083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1060113.375000 Penalty: 4523.400391
	Iteration 17Q: 3 clusters Score -1060113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1060134.500000 Penalty: 4523.400391
	Iteration 18Q: 3 clusters Score -1060134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1060149.875000 Penalty: 4523.400391
	Iteration 19Q: 3 clusters Score -1060150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1060162.750000 Penalty: 4523.400391
	Iteration 20F: 3 clusters Score -1060163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1060174.000000 Penalty: 4523.400391
	Iteration 21Q: 3 clusters Score -1060174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1060191.750000 Penalty: 4523.400391
	Iteration 22Q: 3 clusters Score -1060192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1060204.375000 Penalty: 4523.400391
	Iteration 23Q: 3 clusters Score -1060204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1060207.750000 Penalty: 4523.400391
	Iteration 24Q: 3 clusters Score -1060208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1060213.250000 Penalty: 4523.400391
	Iteration 25Q: 3 clusters Score -1060213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1060222.625000 Penalty: 4523.400391
	Iteration 26Q: 3 clusters Score -1060223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1060232.125000 Penalty: 4523.400391
	Iteration 27Q: 3 clusters Score -1060232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1060241.250000 Penalty: 4523.400391
	Iteration 28Q: 3 clusters Score -1060241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1060247.875000 Penalty: 4523.400391
	Iteration 29Q: 3 clusters Score -1060248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1060252.750000 Penalty: 4523.400391
	Iteration 30Q: 3 clusters Score -1060253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1060255.375000 Penalty: 4523.400391
	Iteration 31Q: 3 clusters Score -1060255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1060259.875000 Penalty: 4523.400391
	Iteration 32Q: 3 clusters Score -1060260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1060261.750000 Penalty: 4523.400391
	Iteration 33Q: 3 clusters Score -1060262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1060263.375000 Penalty: 4523.400391
	Iteration 34Q: 3 clusters Score -1060263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1060268.750000 Penalty: 4523.400391
	Iteration 35Q: 3 clusters Score -1060269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1060272.750000 Penalty: 4523.400391
	Iteration 36Q: 3 clusters Score -1060273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1060276.375000 Penalty: 4523.400391
	Iteration 37Q: 3 clusters Score -1060276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1060277.875000 Penalty: 4523.400391
	Iteration 38Q: 3 clusters Score -1060278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1060282.500000 Penalty: 4523.400391
	Iteration 39Q: 3 clusters Score -1060282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1060283.250000 Penalty: 4523.400391
	Iteration 40F: 3 clusters Score -1060283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1060284.250000 Penalty: 4523.400391
	Iteration 41Q: 3 clusters Score -1060284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1060286.875000 Penalty: 4523.400391
	Iteration 42Q: 3 clusters Score -1060287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1060288.875000 Penalty: 4523.400391
	Iteration 43Q: 3 clusters Score -1060289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1060292.750000 Penalty: 4523.400391
	Iteration 44Q: 3 clusters Score -1060293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1060292.750000 Penalty: 4523.400391
	Iteration 45F: 3 clusters Score -1060293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121336 members 
Entering Unmasked Estep 
Score: -14076204.000000 Penalty: 2903.166992
	Iteration 0F: 2 clusters Score -1.40762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -13994748.000000 Penalty: 5806.333984
	Iteration 0F: 3 clusters Score -1.399475e+07 nChanged 57902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -14028727.000000 Penalty: 5806.333984
	Iteration 1F: 3 clusters Score -1.402873e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -14030114.000000 Penalty: 5806.333984
	Iteration 2Q: 3 clusters Score -1.403011e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -14032354.000000 Penalty: 5806.333984
	Iteration 3Q: 3 clusters Score -1.403235e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -14035913.000000 Penalty: 5806.333984
	Iteration 4Q: 3 clusters Score -1.403591e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -14040958.000000 Penalty: 5806.333984
	Iteration 5F: 3 clusters Score -1.404096e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -14046777.000000 Penalty: 5806.333984
	Iteration 6F: 3 clusters Score -1.404678e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -14052716.000000 Penalty: 5806.333984
	Iteration 7F: 3 clusters Score -1.405272e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -14057622.000000 Penalty: 5806.333984
	Iteration 8F: 3 clusters Score -1.405762e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -14061469.000000 Penalty: 5806.333984
	Iteration 9F: 3 clusters Score -1.406147e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -14063746.000000 Penalty: 5806.333984
	Iteration 10Q: 3 clusters Score -1.406375e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -14065020.000000 Penalty: 5806.333984
	Iteration 11Q: 3 clusters Score -1.406502e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -14065912.000000 Penalty: 5806.333984
	Iteration 12Q: 3 clusters Score -1.406591e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -14066694.000000 Penalty: 5806.333984
	Iteration 13Q: 3 clusters Score -1.406669e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -14067762.000000 Penalty: 5806.333984
	Iteration 14Q: 3 clusters Score -1.406776e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -14069080.000000 Penalty: 5806.333984
	Iteration 15Q: 3 clusters Score -1.406908e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -14070671.000000 Penalty: 5806.333984
	Iteration 16Q: 3 clusters Score -1.407067e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -14072631.000000 Penalty: 5806.333984
	Iteration 17Q: 3 clusters Score -1.407263e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -14074447.000000 Penalty: 5806.333984
	Iteration 18Q: 3 clusters Score -1.407445e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -14076119.000000 Penalty: 5806.333984
	Iteration 19Q: 3 clusters Score -1.407612e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -14077351.000000 Penalty: 5806.333984
	Iteration 20F: 3 clusters Score -1.407735e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -14078149.000000 Penalty: 5806.333984
	Iteration 21Q: 3 clusters Score -1.407815e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -14078710.000000 Penalty: 5806.333984
	Iteration 22Q: 3 clusters Score -1.407871e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -14079145.000000 Penalty: 5806.333984
	Iteration 23Q: 3 clusters Score -1.407914e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -14079394.000000 Penalty: 5806.333984
	Iteration 24Q: 3 clusters Score -1.407939e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -14079610.000000 Penalty: 5806.333984
	Iteration 25Q: 3 clusters Score -1.407961e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -14079784.000000 Penalty: 5806.333984
	Iteration 26Q: 3 clusters Score -1.407978e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -14079890.000000 Penalty: 5806.333984
	Iteration 27Q: 3 clusters Score -1.407989e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -14079914.000000 Penalty: 5806.333984
	Iteration 28Q: 3 clusters Score -1.407991e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -14080038.000000 Penalty: 5806.333984
	Iteration 29Q: 3 clusters Score -1.408004e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -14080043.000000 Penalty: 5806.333984
	Iteration 30Q: 3 clusters Score -1.408004e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -14080104.000000 Penalty: 5806.333984
	Iteration 31Q: 3 clusters Score -1.40801e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -14080152.000000 Penalty: 5806.333984
	Iteration 32Q: 3 clusters Score -1.408015e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -14080172.000000 Penalty: 5806.333984
	Iteration 33Q: 3 clusters Score -1.408017e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -14080197.000000 Penalty: 5806.333984
	Iteration 34Q: 3 clusters Score -1.40802e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -14080236.000000 Penalty: 5806.333984
	Iteration 35Q: 3 clusters Score -1.408024e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -14080241.000000 Penalty: 5806.333984
	Iteration 36Q: 3 clusters Score -1.408024e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -14080266.000000 Penalty: 5806.333984
	Iteration 37Q: 3 clusters Score -1.408027e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -14080250.000000 Penalty: 5806.333984
	Iteration 38Q: 3 clusters Score -1.408025e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -14080256.000000 Penalty: 5806.333984
	Iteration 39Q: 3 clusters Score -1.408026e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -14080252.000000 Penalty: 5806.333984
	Iteration 40F: 3 clusters Score -1.408025e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -14080245.000000 Penalty: 5806.333984
	Iteration 41Q: 3 clusters Score -1.408024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -14080272.000000 Penalty: 5806.333984
	Iteration 42Q: 3 clusters Score -1.408027e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -14080264.000000 Penalty: 5806.333984
	Iteration 43Q: 3 clusters Score -1.408026e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -14080265.000000 Penalty: 5806.333984
	Iteration 44Q: 3 clusters Score -1.408026e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -14080281.000000 Penalty: 5806.333984
	Iteration 45Q: 3 clusters Score -1.408028e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -14080262.000000 Penalty: 5806.333984
	Iteration 46Q: 3 clusters Score -1.408026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -14080287.000000 Penalty: 5806.333984
	Iteration 47Q: 3 clusters Score -1.408029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -14080274.000000 Penalty: 5806.333984
	Iteration 48Q: 3 clusters Score -1.408027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -14080276.000000 Penalty: 5806.333984
	Iteration 49Q: 3 clusters Score -1.408028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -14080286.000000 Penalty: 5806.333984
	Iteration 50Q: 3 clusters Score -1.408029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -14080284.000000 Penalty: 5806.333984
	Iteration 51Q: 3 clusters Score -1.408028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -14080268.000000 Penalty: 5806.333984
	Iteration 52Q: 3 clusters Score -1.408027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -14080262.000000 Penalty: 5806.333984
	Iteration 53Q: 3 clusters Score -1.408026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -14080257.000000 Penalty: 5806.333984
	Iteration 54Q: 3 clusters Score -1.408026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -14080266.000000 Penalty: 5806.333984
	Iteration 55Q: 3 clusters Score -1.408027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -14080271.000000 Penalty: 5806.333984
	Iteration 56Q: 3 clusters Score -1.408027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -14080267.000000 Penalty: 5806.333984
	Iteration 57Q: 3 clusters Score -1.408027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -14080271.000000 Penalty: 5806.333984
	Iteration 58Q: 3 clusters Score -1.408027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -14080265.000000 Penalty: 5806.333984
	Iteration 59Q: 3 clusters Score -1.408026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -14080269.000000 Penalty: 5806.333984
	Iteration 60F: 3 clusters Score -1.408027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -14080275.000000 Penalty: 5806.333984
	Iteration 61Q: 3 clusters Score -1.408028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -14080269.000000 Penalty: 5806.333984
	Iteration 62Q: 3 clusters Score -1.408027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -14080270.000000 Penalty: 5806.333984
	Iteration 63Q: 3 clusters Score -1.408027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -14080277.000000 Penalty: 5806.333984
	Iteration 64Q: 3 clusters Score -1.408028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -14080266.000000 Penalty: 5806.333984
	Iteration 65Q: 3 clusters Score -1.408027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -14080273.000000 Penalty: 5806.333984
	Iteration 66Q: 3 clusters Score -1.408027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -14080274.000000 Penalty: 5806.333984
	Iteration 67Q: 3 clusters Score -1.408027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -14080278.000000 Penalty: 5806.333984
	Iteration 68Q: 3 clusters Score -1.408028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -14080286.000000 Penalty: 5806.333984
	Iteration 69Q: 3 clusters Score -1.408029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -14080277.000000 Penalty: 5806.333984
	Iteration 70Q: 3 clusters Score -1.408028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -14080280.000000 Penalty: 5806.333984
	Iteration 71Q: 3 clusters Score -1.408028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -14080273.000000 Penalty: 5806.333984
	Iteration 72Q: 3 clusters Score -1.408027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -14080267.000000 Penalty: 5806.333984
	Iteration 73Q: 3 clusters Score -1.408027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -14080267.000000 Penalty: 5806.333984
	Iteration 74F: 3 clusters Score -1.408027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13542 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32484 members 
Mstep: Class 9 contains 78939 members 
Mstep: Class 10 contains 313173 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 32544 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180703 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31942 members 
Mstep: Class 25 contains 88792 members 
Entering Unmasked Estep 
Score: -114562304.000000 Penalty: 85761.351562
Splitting cluster 13 changes total score from -114558432.000000 to -114562304.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -84053.546875 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -84053.55 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 448 members 
Entering Unmasked Estep 
Score: -82247.742188 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -82247.74 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82569.554688 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -82569.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82675.585938 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -82675.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82747.929688 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -82747.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -82850.875000 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -82850.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83018.335938 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -83018.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83158.210938 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -83158.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83230.726562 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -83230.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -83274.429688 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -83274.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83306.609375 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -83306.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83319.343750 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -83319.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -83327.671875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -83327.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -83339.304688 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -83339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -83355.632812 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -83355.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -83361.210938 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -83361.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -83363.406250 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -83363.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -83367.179688 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -83367.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -83367.179688 Penalty: 3347.384766
	Iteration 17F: 3 clusters Score -83367.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -105346.804688 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -105346.8 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 553 members 
Entering Unmasked Estep 
Score: -103385.195312 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -103385.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103725.796875 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -103725.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103866.507812 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -103866.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103974.679688 Penalty: 3447.128662
	Iteration 3Q: 3 clusters Score -103974.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104093.882812 Penalty: 3447.128662
	Iteration 4Q: 3 clusters Score -104093.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104207.320312 Penalty: 3447.128662
	Iteration 5Q: 3 clusters Score -104207.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104323.906250 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -104323.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104502.179688 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -104502.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104675.304688 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -104675.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104804.601562 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -104804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104920.171875 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -104920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104982.742188 Penalty: 3447.128662
	Iteration 11Q: 3 clusters Score -104982.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105065.960938 Penalty: 3447.128662
	Iteration 12Q: 3 clusters Score -105066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105173.531250 Penalty: 3447.128662
	Iteration 13Q: 3 clusters Score -105173.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105250.734375 Penalty: 3447.128662
	Iteration 14Q: 3 clusters Score -105250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105301.906250 Penalty: 3447.128662
	Iteration 15Q: 3 clusters Score -105301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105318.523438 Penalty: 3447.128662
	Iteration 16Q: 3 clusters Score -105318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105323.687500 Penalty: 3447.128662
	Iteration 17Q: 3 clusters Score -105323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105333.000000 Penalty: 3447.128662
	Iteration 18Q: 3 clusters Score -105333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105348.218750 Penalty: 3447.128662
	Iteration 19Q: 3 clusters Score -105348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105361.921875 Penalty: 3447.128662
	Iteration 20F: 3 clusters Score -105361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105369.437500 Penalty: 3447.128662
	Iteration 21Q: 3 clusters Score -105369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105373.085938 Penalty: 3447.128662
	Iteration 22Q: 3 clusters Score -105373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105376.007812 Penalty: 3447.128662
	Iteration 23Q: 3 clusters Score -105376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105376.007812 Penalty: 3447.128662
	Iteration 24F: 3 clusters Score -105376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13542 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32484 members 
Mstep: Class 9 contains 78939 members 
Mstep: Class 10 contains 313173 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 32544 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180703 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31942 members 
Mstep: Class 25 contains 88792 members 
Mstep: Class 26 contains 524 members 
Entering Unmasked Estep 
Score: -114560608.000000 Penalty: 89191.812500
Splitting cluster 15 changes total score from -114558432.000000 to -114560608.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (18937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Entering Unmasked Estep 
Score: -2200536.750000 Penalty: 2442.520508
	Iteration 0F: 2 clusters Score -2200537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2187144.000000 Penalty: 4885.041016
	Iteration 0F: 3 clusters Score -2187144 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2191485.000000 Penalty: 4885.041016
	Iteration 1F: 3 clusters Score -2191485 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2191802.250000 Penalty: 4885.041016
	Iteration 2F: 3 clusters Score -2191802 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2192047.500000 Penalty: 4885.041016
	Iteration 3Q: 3 clusters Score -2192048 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2192256.750000 Penalty: 4885.041016
	Iteration 4Q: 3 clusters Score -2192257 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2192496.750000 Penalty: 4885.041016
	Iteration 5Q: 3 clusters Score -2192497 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2192784.000000 Penalty: 4885.041016
	Iteration 6Q: 3 clusters Score -2192784 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2193133.000000 Penalty: 4885.041016
	Iteration 7Q: 3 clusters Score -2193133 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2193580.000000 Penalty: 4885.041016
	Iteration 8Q: 3 clusters Score -2193580 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2194133.250000 Penalty: 4885.041016
	Iteration 9F: 3 clusters Score -2194133 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2194841.250000 Penalty: 4885.041016
	Iteration 10F: 3 clusters Score -2194841 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2195776.000000 Penalty: 4885.041016
	Iteration 11F: 3 clusters Score -2195776 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2196759.750000 Penalty: 4885.041016
	Iteration 12F: 3 clusters Score -2196760 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2197584.000000 Penalty: 4885.041016
	Iteration 13Q: 3 clusters Score -2197584 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2198122.000000 Penalty: 4885.041016
	Iteration 14Q: 3 clusters Score -2198122 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2198410.500000 Penalty: 4885.041016
	Iteration 15Q: 3 clusters Score -2198410 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2198593.750000 Penalty: 4885.041016
	Iteration 16Q: 3 clusters Score -2198594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2198689.250000 Penalty: 4885.041016
	Iteration 17Q: 3 clusters Score -2198689 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2198768.750000 Penalty: 4885.041016
	Iteration 18Q: 3 clusters Score -2198769 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2198828.000000 Penalty: 4885.041016
	Iteration 19Q: 3 clusters Score -2198828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2198877.250000 Penalty: 4885.041016
	Iteration 20F: 3 clusters Score -2198877 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2198921.250000 Penalty: 4885.041016
	Iteration 21Q: 3 clusters Score -2198921 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2198959.000000 Penalty: 4885.041016
	Iteration 22Q: 3 clusters Score -2198959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2198996.000000 Penalty: 4885.041016
	Iteration 23Q: 3 clusters Score -2198996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2199027.500000 Penalty: 4885.041016
	Iteration 24Q: 3 clusters Score -2199028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2199042.250000 Penalty: 4885.041016
	Iteration 25Q: 3 clusters Score -2199042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2199054.250000 Penalty: 4885.041016
	Iteration 26Q: 3 clusters Score -2199054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2199069.750000 Penalty: 4885.041016
	Iteration 27Q: 3 clusters Score -2199070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2199084.750000 Penalty: 4885.041016
	Iteration 28Q: 3 clusters Score -2199085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2199096.000000 Penalty: 4885.041016
	Iteration 29Q: 3 clusters Score -2199096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2199106.750000 Penalty: 4885.041016
	Iteration 30Q: 3 clusters Score -2199107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2199118.250000 Penalty: 4885.041016
	Iteration 31Q: 3 clusters Score -2199118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2199141.000000 Penalty: 4885.041016
	Iteration 32Q: 3 clusters Score -2199141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2199156.250000 Penalty: 4885.041016
	Iteration 33Q: 3 clusters Score -2199156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2199181.250000 Penalty: 4885.041016
	Iteration 34Q: 3 clusters Score -2199181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2199188.500000 Penalty: 4885.041016
	Iteration 35Q: 3 clusters Score -2199188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2199193.250000 Penalty: 4885.041016
	Iteration 36Q: 3 clusters Score -2199193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2199201.250000 Penalty: 4885.041016
	Iteration 37Q: 3 clusters Score -2199201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2199208.750000 Penalty: 4885.041016
	Iteration 38Q: 3 clusters Score -2199209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2199209.250000 Penalty: 4885.041016
	Iteration 39Q: 3 clusters Score -2199209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2199213.000000 Penalty: 4885.041016
	Iteration 40F: 3 clusters Score -2199213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2199219.250000 Penalty: 4885.041016
	Iteration 41Q: 3 clusters Score -2199219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2199226.000000 Penalty: 4885.041016
	Iteration 42Q: 3 clusters Score -2199226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2199230.250000 Penalty: 4885.041016
	Iteration 43Q: 3 clusters Score -2199230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2199232.000000 Penalty: 4885.041016
	Iteration 44Q: 3 clusters Score -2199232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2199238.000000 Penalty: 4885.041016
	Iteration 45Q: 3 clusters Score -2199238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2199239.750000 Penalty: 4885.041016
	Iteration 46Q: 3 clusters Score -2199240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2199244.500000 Penalty: 4885.041016
	Iteration 47Q: 3 clusters Score -2199244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2199242.000000 Penalty: 4885.041016
	Iteration 48Q: 3 clusters Score -2199242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2199248.500000 Penalty: 4885.041016
	Iteration 49Q: 3 clusters Score -2199248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2199249.250000 Penalty: 4885.041016
	Iteration 50Q: 3 clusters Score -2199249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2199249.000000 Penalty: 4885.041016
	Iteration 51Q: 3 clusters Score -2199249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2199252.250000 Penalty: 4885.041016
	Iteration 52Q: 3 clusters Score -2199252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2199251.000000 Penalty: 4885.041016
	Iteration 53Q: 3 clusters Score -2199251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2199250.000000 Penalty: 4885.041016
	Iteration 54Q: 3 clusters Score -2199250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2199250.000000 Penalty: 4885.041016
	Iteration 55F: 3 clusters Score -2199250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -112589.593750 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -112589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110607.945312 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -110607.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110955.328125 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -110955.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111040.328125 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -111040.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111093.664062 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -111093.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111126.796875 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -111126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111162.390625 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -111162.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111189.398438 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -111189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111207.164062 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -111207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111222.718750 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -111222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111235.781250 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -111235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111242.648438 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -111242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111249.320312 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -111249.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111259.531250 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -111259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111268.281250 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -111268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111278.992188 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -111279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111287.132812 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -111287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111289.531250 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -111289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111289.531250 Penalty: 3450.446533
	Iteration 17F: 3 clusters Score -111289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Entering Unmasked Estep 
Score: -11369949.000000 Penalty: 2851.107178
	Iteration 0F: 2 clusters Score -1.136995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -11304135.000000 Penalty: 5702.214355
	Iteration 0F: 3 clusters Score -1.130414e+07 nChanged 46399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -11330620.000000 Penalty: 5702.214355
	Iteration 1F: 3 clusters Score -1.133062e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -11331610.000000 Penalty: 5702.214355
	Iteration 2Q: 3 clusters Score -1.133161e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -11332842.000000 Penalty: 5702.214355
	Iteration 3Q: 3 clusters Score -1.133284e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -11334505.000000 Penalty: 5702.214355
	Iteration 4Q: 3 clusters Score -1.13345e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -11336920.000000 Penalty: 5702.214355
	Iteration 5F: 3 clusters Score -1.133692e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -11340118.000000 Penalty: 5702.214355
	Iteration 6F: 3 clusters Score -1.134012e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -11343965.000000 Penalty: 5702.214355
	Iteration 7F: 3 clusters Score -1.134396e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -11348080.000000 Penalty: 5702.214355
	Iteration 8F: 3 clusters Score -1.134808e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -11351852.000000 Penalty: 5702.214355
	Iteration 9F: 3 clusters Score -1.135185e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -11355517.000000 Penalty: 5702.214355
	Iteration 10Q: 3 clusters Score -1.135552e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -11358521.000000 Penalty: 5702.214355
	Iteration 11Q: 3 clusters Score -1.135852e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -11360499.000000 Penalty: 5702.214355
	Iteration 12Q: 3 clusters Score -1.13605e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -11361825.000000 Penalty: 5702.214355
	Iteration 13Q: 3 clusters Score -1.136182e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -11362708.000000 Penalty: 5702.214355
	Iteration 14Q: 3 clusters Score -1.136271e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -11363414.000000 Penalty: 5702.214355
	Iteration 15Q: 3 clusters Score -1.136341e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -11364059.000000 Penalty: 5702.214355
	Iteration 16Q: 3 clusters Score -1.136406e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -11364652.000000 Penalty: 5702.214355
	Iteration 17Q: 3 clusters Score -1.136465e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -11365142.000000 Penalty: 5702.214355
	Iteration 18Q: 3 clusters Score -1.136514e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -11365534.000000 Penalty: 5702.214355
	Iteration 19Q: 3 clusters Score -1.136553e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -11365859.000000 Penalty: 5702.214355
	Iteration 20F: 3 clusters Score -1.136586e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -11366233.000000 Penalty: 5702.214355
	Iteration 21Q: 3 clusters Score -1.136623e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -11366471.000000 Penalty: 5702.214355
	Iteration 22Q: 3 clusters Score -1.136647e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11366636.000000 Penalty: 5702.214355
	Iteration 23Q: 3 clusters Score -1.136664e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -11366769.000000 Penalty: 5702.214355
	Iteration 24Q: 3 clusters Score -1.136677e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -11366888.000000 Penalty: 5702.214355
	Iteration 25Q: 3 clusters Score -1.136689e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11367008.000000 Penalty: 5702.214355
	Iteration 26Q: 3 clusters Score -1.136701e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -11367108.000000 Penalty: 5702.214355
	Iteration 27Q: 3 clusters Score -1.136711e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11367193.000000 Penalty: 5702.214355
	Iteration 28Q: 3 clusters Score -1.136719e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11367278.000000 Penalty: 5702.214355
	Iteration 29Q: 3 clusters Score -1.136728e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11367333.000000 Penalty: 5702.214355
	Iteration 30Q: 3 clusters Score -1.136733e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -11367355.000000 Penalty: 5702.214355
	Iteration 31Q: 3 clusters Score -1.136736e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11367421.000000 Penalty: 5702.214355
	Iteration 32Q: 3 clusters Score -1.136742e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11367424.000000 Penalty: 5702.214355
	Iteration 33Q: 3 clusters Score -1.136742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11367444.000000 Penalty: 5702.214355
	Iteration 34Q: 3 clusters Score -1.136744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11367433.000000 Penalty: 5702.214355
	Iteration 35Q: 3 clusters Score -1.136743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11367435.000000 Penalty: 5702.214355
	Iteration 36Q: 3 clusters Score -1.136744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11367462.000000 Penalty: 5702.214355
	Iteration 37Q: 3 clusters Score -1.136746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11367466.000000 Penalty: 5702.214355
	Iteration 38Q: 3 clusters Score -1.136747e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11367475.000000 Penalty: 5702.214355
	Iteration 39Q: 3 clusters Score -1.136748e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11367475.000000 Penalty: 5702.214355
	Iteration 40F: 3 clusters Score -1.136748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11367500.000000 Penalty: 5702.214355
	Iteration 41Q: 3 clusters Score -1.13675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11367505.000000 Penalty: 5702.214355
	Iteration 42Q: 3 clusters Score -1.13675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11367528.000000 Penalty: 5702.214355
	Iteration 43Q: 3 clusters Score -1.136753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11367528.000000 Penalty: 5702.214355
	Iteration 44Q: 3 clusters Score -1.136753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11367524.000000 Penalty: 5702.214355
	Iteration 45Q: 3 clusters Score -1.136752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11367531.000000 Penalty: 5702.214355
	Iteration 46Q: 3 clusters Score -1.136753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11367534.000000 Penalty: 5702.214355
	Iteration 47Q: 3 clusters Score -1.136753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11367539.000000 Penalty: 5702.214355
	Iteration 48Q: 3 clusters Score -1.136754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11367556.000000 Penalty: 5702.214355
	Iteration 49Q: 3 clusters Score -1.136756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11367568.000000 Penalty: 5702.214355
	Iteration 50Q: 3 clusters Score -1.136757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11367558.000000 Penalty: 5702.214355
	Iteration 51Q: 3 clusters Score -1.136756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11367561.000000 Penalty: 5702.214355
	Iteration 52Q: 3 clusters Score -1.136756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11367575.000000 Penalty: 5702.214355
	Iteration 53Q: 3 clusters Score -1.136758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11367583.000000 Penalty: 5702.214355
	Iteration 54Q: 3 clusters Score -1.136758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11367586.000000 Penalty: 5702.214355
	Iteration 55Q: 3 clusters Score -1.136759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11367587.000000 Penalty: 5702.214355
	Iteration 56Q: 3 clusters Score -1.136759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11367590.000000 Penalty: 5702.214355
	Iteration 57Q: 3 clusters Score -1.136759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11367591.000000 Penalty: 5702.214355
	Iteration 58Q: 3 clusters Score -1.136759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11367591.000000 Penalty: 5702.214355
	Iteration 59F: 3 clusters Score -1.136759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -40648.960938 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -40648.96 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 214 members 
Entering Unmasked Estep 
Score: -39318.093750 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -39318.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39550.050781 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -39550.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39670.429688 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -39670.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39704.750000 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -39704.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39717.175781 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -39717.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39726.406250 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -39726.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39770.148438 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -39770.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39818.128906 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -39818.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39843.656250 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -39843.66 nChanged 7
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: -39882.785156 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -39882.79 nChanged 5
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: -39909.058594 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -39909.06 nChanged 3
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: -39916.640625 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -39916.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39919.734375 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -39919.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39919.734375 Penalty: 2998.322754
	Iteration 13F: 3 clusters Score -39919.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -1022990.812500 Penalty: 2260.611816
	Iteration 0F: 2 clusters Score -1022991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1015850.937500 Penalty: 4521.223633
	Iteration 0F: 3 clusters Score -1015851 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1017907.625000 Penalty: 4521.223633
	Iteration 1F: 3 clusters Score -1017908 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1018186.500000 Penalty: 4521.223633
	Iteration 2F: 3 clusters Score -1018186 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1018382.875000 Penalty: 4521.223633
	Iteration 3Q: 3 clusters Score -1018383 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1018523.375000 Penalty: 4521.223633
	Iteration 4Q: 3 clusters Score -1018523 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1018632.250000 Penalty: 4521.223633
	Iteration 5Q: 3 clusters Score -1018632 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1018738.687500 Penalty: 4521.223633
	Iteration 6Q: 3 clusters Score -1018739 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1018836.187500 Penalty: 4521.223633
	Iteration 7Q: 3 clusters Score -1018836 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1018936.750000 Penalty: 4521.223633
	Iteration 8Q: 3 clusters Score -1018937 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1019038.250000 Penalty: 4521.223633
	Iteration 9Q: 3 clusters Score -1019038 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1019149.625000 Penalty: 4521.223633
	Iteration 10Q: 3 clusters Score -1019150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1019293.062500 Penalty: 4521.223633
	Iteration 11Q: 3 clusters Score -1019293 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1019447.812500 Penalty: 4521.223633
	Iteration 12Q: 3 clusters Score -1019448 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1019610.125000 Penalty: 4521.223633
	Iteration 13Q: 3 clusters Score -1019610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1019770.125000 Penalty: 4521.223633
	Iteration 14Q: 3 clusters Score -1019770 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1019963.375000 Penalty: 4521.223633
	Iteration 15Q: 3 clusters Score -1019963 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1020203.625000 Penalty: 4521.223633
	Iteration 16Q: 3 clusters Score -1020204 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1020414.437500 Penalty: 4521.223633
	Iteration 17Q: 3 clusters Score -1020414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1020576.687500 Penalty: 4521.223633
	Iteration 18Q: 3 clusters Score -1020577 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1020692.625000 Penalty: 4521.223633
	Iteration 19Q: 3 clusters Score -1020693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1020798.125000 Penalty: 4521.223633
	Iteration 20F: 3 clusters Score -1020798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1020868.000000 Penalty: 4521.223633
	Iteration 21Q: 3 clusters Score -1020868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1020926.312500 Penalty: 4521.223633
	Iteration 22Q: 3 clusters Score -1020926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1020971.875000 Penalty: 4521.223633
	Iteration 23Q: 3 clusters Score -1020972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1021002.500000 Penalty: 4521.223633
	Iteration 24Q: 3 clusters Score -1021002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1021015.812500 Penalty: 4521.223633
	Iteration 25Q: 3 clusters Score -1021016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1021030.437500 Penalty: 4521.223633
	Iteration 26Q: 3 clusters Score -1021030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1021039.312500 Penalty: 4521.223633
	Iteration 27Q: 3 clusters Score -1021039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1021046.937500 Penalty: 4521.223633
	Iteration 28Q: 3 clusters Score -1021047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1021053.875000 Penalty: 4521.223633
	Iteration 29Q: 3 clusters Score -1021054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1021059.500000 Penalty: 4521.223633
	Iteration 30Q: 3 clusters Score -1021060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1021063.500000 Penalty: 4521.223633
	Iteration 31Q: 3 clusters Score -1021064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1021066.500000 Penalty: 4521.223633
	Iteration 32Q: 3 clusters Score -1021066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1021069.250000 Penalty: 4521.223633
	Iteration 33Q: 3 clusters Score -1021069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1021072.250000 Penalty: 4521.223633
	Iteration 34Q: 3 clusters Score -1021072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1021075.437500 Penalty: 4521.223633
	Iteration 35Q: 3 clusters Score -1021075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1021077.562500 Penalty: 4521.223633
	Iteration 36Q: 3 clusters Score -1021078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1021080.062500 Penalty: 4521.223633
	Iteration 37Q: 3 clusters Score -1021080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1021085.187500 Penalty: 4521.223633
	Iteration 38Q: 3 clusters Score -1021085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1021089.687500 Penalty: 4521.223633
	Iteration 39Q: 3 clusters Score -1021090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1021091.687500 Penalty: 4521.223633
	Iteration 40F: 3 clusters Score -1021092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1021094.312500 Penalty: 4521.223633
	Iteration 41Q: 3 clusters Score -1021094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1021097.875000 Penalty: 4521.223633
	Iteration 42Q: 3 clusters Score -1021098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1021099.187500 Penalty: 4521.223633
	Iteration 43Q: 3 clusters Score -1021099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1021099.937500 Penalty: 4521.223633
	Iteration 44Q: 3 clusters Score -1021100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1021099.937500 Penalty: 4521.223633
	Iteration 45F: 3 clusters Score -1021100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (180703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Entering Unmasked Estep 
Score: -20758016.000000 Penalty: 3001.943359
	Iteration 0F: 2 clusters Score -2.075802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -20640748.000000 Penalty: 6003.886719
	Iteration 0F: 3 clusters Score -2.064075e+07 nChanged 87210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -20692660.000000 Penalty: 6003.886719
	Iteration 1F: 3 clusters Score -2.069266e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 94601 members 
Entering Unmasked Estep 
Score: -20694034.000000 Penalty: 6003.886719
	Iteration 2Q: 3 clusters Score -2.069403e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -20695972.000000 Penalty: 6003.886719
	Iteration 3Q: 3 clusters Score -2.069597e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -20698630.000000 Penalty: 6003.886719
	Iteration 4Q: 3 clusters Score -2.069863e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -20702118.000000 Penalty: 6003.886719
	Iteration 5Q: 3 clusters Score -2.070212e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -20706708.000000 Penalty: 6003.886719
	Iteration 6Q: 3 clusters Score -2.070671e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -20713106.000000 Penalty: 6003.886719
	Iteration 7F: 3 clusters Score -2.071311e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -20720568.000000 Penalty: 6003.886719
	Iteration 8F: 3 clusters Score -2.072057e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 130127 members 
Entering Unmasked Estep 
Score: -20727716.000000 Penalty: 6003.886719
	Iteration 9F: 3 clusters Score -2.072772e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -20733348.000000 Penalty: 6003.886719
	Iteration 10F: 3 clusters Score -2.073335e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 141440 members 
Entering Unmasked Estep 
Score: -20737130.000000 Penalty: 6003.886719
	Iteration 11Q: 3 clusters Score -2.073713e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 145985 members 
Entering Unmasked Estep 
Score: -20740232.000000 Penalty: 6003.886719
	Iteration 12Q: 3 clusters Score -2.074023e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -20742340.000000 Penalty: 6003.886719
	Iteration 13Q: 3 clusters Score -2.074234e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 153984 members 
Entering Unmasked Estep 
Score: -20744104.000000 Penalty: 6003.886719
	Iteration 14Q: 3 clusters Score -2.07441e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -20745592.000000 Penalty: 6003.886719
	Iteration 15Q: 3 clusters Score -2.074559e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -20746900.000000 Penalty: 6003.886719
	Iteration 16Q: 3 clusters Score -2.07469e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 163527 members 
Entering Unmasked Estep 
Score: -20748082.000000 Penalty: 6003.886719
	Iteration 17Q: 3 clusters Score -2.074808e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -20749352.000000 Penalty: 6003.886719
	Iteration 18Q: 3 clusters Score -2.074935e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 168588 members 
Entering Unmasked Estep 
Score: -20750418.000000 Penalty: 6003.886719
	Iteration 19Q: 3 clusters Score -2.075042e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 170661 members 
Entering Unmasked Estep 
Score: -20751352.000000 Penalty: 6003.886719
	Iteration 20F: 3 clusters Score -2.075135e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -20752180.000000 Penalty: 6003.886719
	Iteration 21Q: 3 clusters Score -2.075218e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 174001 members 
Entering Unmasked Estep 
Score: -20752826.000000 Penalty: 6003.886719
	Iteration 22Q: 3 clusters Score -2.075283e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -20753498.000000 Penalty: 6003.886719
	Iteration 23Q: 3 clusters Score -2.07535e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 176270 members 
Entering Unmasked Estep 
Score: -20753920.000000 Penalty: 6003.886719
	Iteration 24Q: 3 clusters Score -2.075392e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 177021 members 
Entering Unmasked Estep 
Score: -20754250.000000 Penalty: 6003.886719
	Iteration 25Q: 3 clusters Score -2.075425e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -20754508.000000 Penalty: 6003.886719
	Iteration 26Q: 3 clusters Score -2.075451e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 178010 members 
Entering Unmasked Estep 
Score: -20754642.000000 Penalty: 6003.886719
	Iteration 27Q: 3 clusters Score -2.075464e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -20754814.000000 Penalty: 6003.886719
	Iteration 28Q: 3 clusters Score -2.075481e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 178611 members 
Entering Unmasked Estep 
Score: -20754932.000000 Penalty: 6003.886719
	Iteration 29Q: 3 clusters Score -2.075493e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -20755070.000000 Penalty: 6003.886719
	Iteration 30Q: 3 clusters Score -2.075507e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 178990 members 
Entering Unmasked Estep 
Score: -20755114.000000 Penalty: 6003.886719
	Iteration 31Q: 3 clusters Score -2.075511e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -20755208.000000 Penalty: 6003.886719
	Iteration 32Q: 3 clusters Score -2.075521e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 179224 members 
Entering Unmasked Estep 
Score: -20755254.000000 Penalty: 6003.886719
	Iteration 33Q: 3 clusters Score -2.075525e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -20755304.000000 Penalty: 6003.886719
	Iteration 34Q: 3 clusters Score -2.07553e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -20755330.000000 Penalty: 6003.886719
	Iteration 35Q: 3 clusters Score -2.075533e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -20755324.000000 Penalty: 6003.886719
	Iteration 36Q: 3 clusters Score -2.075532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 179468 members 
Entering Unmasked Estep 
Score: -20755390.000000 Penalty: 6003.886719
	Iteration 37Q: 3 clusters Score -2.075539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -20755410.000000 Penalty: 6003.886719
	Iteration 38Q: 3 clusters Score -2.075541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -20755418.000000 Penalty: 6003.886719
	Iteration 39Q: 3 clusters Score -2.075542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 179557 members 
Entering Unmasked Estep 
Score: -20755452.000000 Penalty: 6003.886719
	Iteration 40F: 3 clusters Score -2.075545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -20755444.000000 Penalty: 6003.886719
	Iteration 41Q: 3 clusters Score -2.075544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -20755456.000000 Penalty: 6003.886719
	Iteration 42Q: 3 clusters Score -2.075546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 179619 members 
Entering Unmasked Estep 
Score: -20755470.000000 Penalty: 6003.886719
	Iteration 43Q: 3 clusters Score -2.075547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 179633 members 
Entering Unmasked Estep 
Score: -20755458.000000 Penalty: 6003.886719
	Iteration 44Q: 3 clusters Score -2.075546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 179652 members 
Entering Unmasked Estep 
Score: -20755464.000000 Penalty: 6003.886719
	Iteration 45Q: 3 clusters Score -2.075546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 179667 members 
Entering Unmasked Estep 
Score: -20755468.000000 Penalty: 6003.886719
	Iteration 46Q: 3 clusters Score -2.075547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -20755484.000000 Penalty: 6003.886719
	Iteration 47Q: 3 clusters Score -2.075548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -20755484.000000 Penalty: 6003.886719
	Iteration 48Q: 3 clusters Score -2.075548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -20755476.000000 Penalty: 6003.886719
	Iteration 49Q: 3 clusters Score -2.075548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 179700 members 
Entering Unmasked Estep 
Score: -20755480.000000 Penalty: 6003.886719
	Iteration 50Q: 3 clusters Score -2.075548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 179705 members 
Entering Unmasked Estep 
Score: -20755490.000000 Penalty: 6003.886719
	Iteration 51Q: 3 clusters Score -2.075549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -20755500.000000 Penalty: 6003.886719
	Iteration 52Q: 3 clusters Score -2.07555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -20755506.000000 Penalty: 6003.886719
	Iteration 53Q: 3 clusters Score -2.075551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 179717 members 
Entering Unmasked Estep 
Score: -20755506.000000 Penalty: 6003.886719
	Iteration 54Q: 3 clusters Score -2.075551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 179720 members 
Entering Unmasked Estep 
Score: -20755486.000000 Penalty: 6003.886719
	Iteration 55Q: 3 clusters Score -2.075549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 179722 members 
Entering Unmasked Estep 
Score: -20755490.000000 Penalty: 6003.886719
	Iteration 56Q: 3 clusters Score -2.075549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -20755490.000000 Penalty: 6003.886719
	Iteration 57Q: 3 clusters Score -2.075549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 179726 members 
Entering Unmasked Estep 
Score: -20755486.000000 Penalty: 6003.886719
	Iteration 58Q: 3 clusters Score -2.075549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -20755496.000000 Penalty: 6003.886719
	Iteration 59Q: 3 clusters Score -2.07555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -20755496.000000 Penalty: 6003.886719
	Iteration 60F: 3 clusters Score -2.07555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -19782.277344 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -19782.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18633.574219 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -18633.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18794.808594 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -18794.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18873.287109 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -18873.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18975.281250 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -18975.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19111.576172 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -19111.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19200.970703 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -19200.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19257.460938 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -19257.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19354.416016 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -19354.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19372.363281 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -19372.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19376.607422 Penalty: 2703.715088
	Iteration 9Q: 3 clusters Score -19376.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19395.671875 Penalty: 2703.715088
	Iteration 10Q: 3 clusters Score -19395.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19411.591797 Penalty: 2703.715088
	Iteration 11Q: 3 clusters Score -19411.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19414.931641 Penalty: 2703.715088
	Iteration 12F: 3 clusters Score -19414.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19427.054688 Penalty: 2703.715088
	Iteration 13Q: 3 clusters Score -19427.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19443.986328 Penalty: 2703.715088
	Iteration 14Q: 3 clusters Score -19443.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19469.845703 Penalty: 2703.715088
	Iteration 15Q: 3 clusters Score -19469.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19541.408203 Penalty: 2703.715088
	Iteration 16Q: 3 clusters Score -19541.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19653.884766 Penalty: 2703.715088
	Iteration 17Q: 3 clusters Score -19653.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19681.169922 Penalty: 2703.715088
	Iteration 18Q: 3 clusters Score -19681.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19681.169922 Penalty: 2703.715088
	Iteration 19F: 3 clusters Score -19681.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -46794.113281 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -46794.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45284.085938 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45284.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45545.925781 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -45545.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45847.375000 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -45847.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46004.335938 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -46004.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46068.511719 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46068.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46096.644531 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46096.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46116.593750 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46116.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46124.402344 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46130.539062 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -46130.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46132.277344 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -46132.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46132.277344 Penalty: 3058.047119
	Iteration 10F: 3 clusters Score -46132.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Entering Unmasked Estep 
Score: -3731496.250000 Penalty: 2572.176025
	Iteration 0F: 2 clusters Score -3731496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3709611.750000 Penalty: 5144.352051
	Iteration 0F: 3 clusters Score -3709612 nChanged 14497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3717440.750000 Penalty: 5144.352051
	Iteration 1F: 3 clusters Score -3717441 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3717791.500000 Penalty: 5144.352051
	Iteration 2Q: 3 clusters Score -3717792 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3718083.250000 Penalty: 5144.352051
	Iteration 3Q: 3 clusters Score -3718083 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3718331.250000 Penalty: 5144.352051
	Iteration 4Q: 3 clusters Score -3718331 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3718579.250000 Penalty: 5144.352051
	Iteration 5Q: 3 clusters Score -3718579 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3718823.250000 Penalty: 5144.352051
	Iteration 6Q: 3 clusters Score -3718823 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3719055.000000 Penalty: 5144.352051
	Iteration 7Q: 3 clusters Score -3719055 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3719319.500000 Penalty: 5144.352051
	Iteration 8Q: 3 clusters Score -3719320 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3719629.000000 Penalty: 5144.352051
	Iteration 9Q: 3 clusters Score -3719629 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3719985.000000 Penalty: 5144.352051
	Iteration 10Q: 3 clusters Score -3719985 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3720456.000000 Penalty: 5144.352051
	Iteration 11Q: 3 clusters Score -3720456 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3721116.500000 Penalty: 5144.352051
	Iteration 12Q: 3 clusters Score -3721116 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3721964.000000 Penalty: 5144.352051
	Iteration 13Q: 3 clusters Score -3721964 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3722980.000000 Penalty: 5144.352051
	Iteration 14Q: 3 clusters Score -3722980 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3723854.250000 Penalty: 5144.352051
	Iteration 15Q: 3 clusters Score -3723854 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3724459.250000 Penalty: 5144.352051
	Iteration 16Q: 3 clusters Score -3724459 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3724785.500000 Penalty: 5144.352051
	Iteration 17Q: 3 clusters Score -3724786 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3724939.500000 Penalty: 5144.352051
	Iteration 18Q: 3 clusters Score -3724940 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3725051.500000 Penalty: 5144.352051
	Iteration 19Q: 3 clusters Score -3725052 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3725164.250000 Penalty: 5144.352051
	Iteration 20F: 3 clusters Score -3725164 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3725265.250000 Penalty: 5144.352051
	Iteration 21Q: 3 clusters Score -3725265 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3725373.750000 Penalty: 5144.352051
	Iteration 22Q: 3 clusters Score -3725374 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3725494.250000 Penalty: 5144.352051
	Iteration 23Q: 3 clusters Score -3725494 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3725586.250000 Penalty: 5144.352051
	Iteration 24Q: 3 clusters Score -3725586 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3725702.250000 Penalty: 5144.352051
	Iteration 25Q: 3 clusters Score -3725702 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3725835.750000 Penalty: 5144.352051
	Iteration 26Q: 3 clusters Score -3725836 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3725950.500000 Penalty: 5144.352051
	Iteration 27Q: 3 clusters Score -3725950 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3726048.750000 Penalty: 5144.352051
	Iteration 28Q: 3 clusters Score -3726049 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3726144.750000 Penalty: 5144.352051
	Iteration 29Q: 3 clusters Score -3726145 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3726257.250000 Penalty: 5144.352051
	Iteration 30Q: 3 clusters Score -3726257 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3726338.000000 Penalty: 5144.352051
	Iteration 31Q: 3 clusters Score -3726338 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3726411.500000 Penalty: 5144.352051
	Iteration 32Q: 3 clusters Score -3726412 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3726503.000000 Penalty: 5144.352051
	Iteration 33Q: 3 clusters Score -3726503 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3726560.500000 Penalty: 5144.352051
	Iteration 34Q: 3 clusters Score -3726560 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3726610.000000 Penalty: 5144.352051
	Iteration 35Q: 3 clusters Score -3726610 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3726658.250000 Penalty: 5144.352051
	Iteration 36Q: 3 clusters Score -3726658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3726715.000000 Penalty: 5144.352051
	Iteration 37Q: 3 clusters Score -3726715 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3726765.500000 Penalty: 5144.352051
	Iteration 38Q: 3 clusters Score -3726766 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3726812.500000 Penalty: 5144.352051
	Iteration 39Q: 3 clusters Score -3726812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3726861.000000 Penalty: 5144.352051
	Iteration 40F: 3 clusters Score -3726861 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3726926.250000 Penalty: 5144.352051
	Iteration 41Q: 3 clusters Score -3726926 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3726974.000000 Penalty: 5144.352051
	Iteration 42Q: 3 clusters Score -3726974 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3727030.000000 Penalty: 5144.352051
	Iteration 43Q: 3 clusters Score -3727030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3727098.250000 Penalty: 5144.352051
	Iteration 44Q: 3 clusters Score -3727098 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3727147.250000 Penalty: 5144.352051
	Iteration 45Q: 3 clusters Score -3727147 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3727214.000000 Penalty: 5144.352051
	Iteration 46Q: 3 clusters Score -3727214 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3727279.000000 Penalty: 5144.352051
	Iteration 47Q: 3 clusters Score -3727279 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3727322.250000 Penalty: 5144.352051
	Iteration 48Q: 3 clusters Score -3727322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3727384.750000 Penalty: 5144.352051
	Iteration 49Q: 3 clusters Score -3727385 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3727431.750000 Penalty: 5144.352051
	Iteration 50Q: 3 clusters Score -3727432 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3727503.500000 Penalty: 5144.352051
	Iteration 51Q: 3 clusters Score -3727504 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3727555.000000 Penalty: 5144.352051
	Iteration 52Q: 3 clusters Score -3727555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3727611.000000 Penalty: 5144.352051
	Iteration 53Q: 3 clusters Score -3727611 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3727695.000000 Penalty: 5144.352051
	Iteration 54Q: 3 clusters Score -3727695 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3727783.250000 Penalty: 5144.352051
	Iteration 55Q: 3 clusters Score -3727783 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3727852.250000 Penalty: 5144.352051
	Iteration 56Q: 3 clusters Score -3727852 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3727951.000000 Penalty: 5144.352051
	Iteration 57Q: 3 clusters Score -3727951 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3728051.000000 Penalty: 5144.352051
	Iteration 58Q: 3 clusters Score -3728051 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3728152.500000 Penalty: 5144.352051
	Iteration 59Q: 3 clusters Score -3728152 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3728224.250000 Penalty: 5144.352051
	Iteration 60F: 3 clusters Score -3728224 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3728323.750000 Penalty: 5144.352051
	Iteration 61Q: 3 clusters Score -3728324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3728417.000000 Penalty: 5144.352051
	Iteration 62Q: 3 clusters Score -3728417 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3728493.750000 Penalty: 5144.352051
	Iteration 63Q: 3 clusters Score -3728494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3728575.000000 Penalty: 5144.352051
	Iteration 64Q: 3 clusters Score -3728575 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3728630.000000 Penalty: 5144.352051
	Iteration 65Q: 3 clusters Score -3728630 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3728702.250000 Penalty: 5144.352051
	Iteration 66Q: 3 clusters Score -3728702 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3728773.250000 Penalty: 5144.352051
	Iteration 67Q: 3 clusters Score -3728773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3728843.750000 Penalty: 5144.352051
	Iteration 68Q: 3 clusters Score -3728844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3728889.750000 Penalty: 5144.352051
	Iteration 69Q: 3 clusters Score -3728890 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3728935.000000 Penalty: 5144.352051
	Iteration 70Q: 3 clusters Score -3728935 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3728996.750000 Penalty: 5144.352051
	Iteration 71Q: 3 clusters Score -3728997 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3729031.000000 Penalty: 5144.352051
	Iteration 72Q: 3 clusters Score -3729031 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3729076.000000 Penalty: 5144.352051
	Iteration 73Q: 3 clusters Score -3729076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3729125.750000 Penalty: 5144.352051
	Iteration 74Q: 3 clusters Score -3729126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3729165.500000 Penalty: 5144.352051
	Iteration 75Q: 3 clusters Score -3729166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3729197.000000 Penalty: 5144.352051
	Iteration 76Q: 3 clusters Score -3729197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3729219.500000 Penalty: 5144.352051
	Iteration 77Q: 3 clusters Score -3729220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3729251.500000 Penalty: 5144.352051
	Iteration 78Q: 3 clusters Score -3729252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3729272.000000 Penalty: 5144.352051
	Iteration 79Q: 3 clusters Score -3729272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3729288.250000 Penalty: 5144.352051
	Iteration 80F: 3 clusters Score -3729288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3729298.250000 Penalty: 5144.352051
	Iteration 81Q: 3 clusters Score -3729298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3729304.500000 Penalty: 5144.352051
	Iteration 82Q: 3 clusters Score -3729304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3729320.000000 Penalty: 5144.352051
	Iteration 83Q: 3 clusters Score -3729320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3729325.000000 Penalty: 5144.352051
	Iteration 84Q: 3 clusters Score -3729325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3729326.500000 Penalty: 5144.352051
	Iteration 85Q: 3 clusters Score -3729326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3729329.250000 Penalty: 5144.352051
	Iteration 86Q: 3 clusters Score -3729329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3729333.000000 Penalty: 5144.352051
	Iteration 87Q: 3 clusters Score -3729333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3729336.250000 Penalty: 5144.352051
	Iteration 88Q: 3 clusters Score -3729336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3729345.250000 Penalty: 5144.352051
	Iteration 89Q: 3 clusters Score -3729345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3729342.000000 Penalty: 5144.352051
	Iteration 90Q: 3 clusters Score -3729342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3729341.750000 Penalty: 5144.352051
	Iteration 91Q: 3 clusters Score -3729342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3729340.000000 Penalty: 5144.352051
	Iteration 92Q: 3 clusters Score -3729340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3729342.250000 Penalty: 5144.352051
	Iteration 93Q: 3 clusters Score -3729342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3729341.750000 Penalty: 5144.352051
	Iteration 94Q: 3 clusters Score -3729342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3729341.750000 Penalty: 5144.352051
	Iteration 95F: 3 clusters Score -3729342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 13542 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32484 members 
Mstep: Class 9 contains 78939 members 
Mstep: Class 10 contains 313173 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 9134 members 
Mstep: Class 13 contains 32544 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 180703 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 31942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114565656.000000 Penalty: 89191.812500
Iteration 119Q: 27 clusters Score -1.145657e+08 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 13570 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20418 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32484 members 
Mstep: Class 9 contains 80117 members 
Mstep: Class 10 contains 315594 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 13 contains 33262 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 19078 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 98364 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 9160 members 
Mstep: Class 21 contains 180990 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32124 members 
Mstep: Class 25 contains 83065 members 
Mstep: Class 26 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114567648.000000 Penalty: 89191.812500
Iteration 120F: 27 clusters Score -1.145676e+08 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 13536 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 9412 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 32508 members 
Mstep: Class 9 contains 80443 members 
Mstep: Class 10 contains 315847 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 8972 members 
Mstep: Class 13 contains 33737 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 98363 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 9175 members 
Mstep: Class 21 contains 180948 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32205 members 
Mstep: Class 25 contains 82602 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114568488.000000 Penalty: 89191.812500
Iteration 121Q: 27 clusters Score -1.145685e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 13524 members 
Mstep: Class 3 contains 3938 members 
Mstep: Class 4 contains 9348 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 20452 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 32508 members 
Mstep: Class 9 contains 80868 members 
Mstep: Class 10 contains 315981 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 34177 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18643 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 180907 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32293 members 
Mstep: Class 25 contains 82010 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114569032.000000 Penalty: 89191.812500
Iteration 122Q: 27 clusters Score -1.14569e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 13517 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 9317 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20483 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 32479 members 
Mstep: Class 9 contains 81277 members 
Mstep: Class 10 contains 316028 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 12 contains 8486 members 
Mstep: Class 13 contains 34507 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18488 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 98342 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 180858 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32383 members 
Mstep: Class 25 contains 81554 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114569464.000000 Penalty: 89191.812500
Iteration 123Q: 27 clusters Score -1.145695e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20520 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32452 members 
Mstep: Class 9 contains 81676 members 
Mstep: Class 10 contains 316048 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 12 contains 8266 members 
Mstep: Class 13 contains 34769 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18380 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 98341 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 180823 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32452 members 
Mstep: Class 25 contains 81141 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114569792.000000 Penalty: 89191.812500
Iteration 124Q: 27 clusters Score -1.145698e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 13508 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20538 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 32420 members 
Mstep: Class 9 contains 82105 members 
Mstep: Class 10 contains 316082 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 8080 members 
Mstep: Class 13 contains 34980 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 98346 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 9159 members 
Mstep: Class 21 contains 180823 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32507 members 
Mstep: Class 25 contains 80687 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114569960.000000 Penalty: 89191.812500
Iteration 125Q: 27 clusters Score -1.1457e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 13504 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 9246 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20559 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32392 members 
Mstep: Class 9 contains 82505 members 
Mstep: Class 10 contains 316157 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 35119 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18220 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 98340 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 180817 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32554 members 
Mstep: Class 25 contains 80257 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570064.000000 Penalty: 89191.812500
Iteration 126Q: 27 clusters Score -1.145701e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 13487 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 9240 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20585 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32370 members 
Mstep: Class 9 contains 82885 members 
Mstep: Class 10 contains 316147 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 35234 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18163 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 98341 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 180819 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32595 members 
Mstep: Class 25 contains 79886 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570032.000000 Penalty: 89191.812500
Iteration 127Q: 27 clusters Score -1.1457e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 13483 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 9233 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20607 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32350 members 
Mstep: Class 9 contains 83255 members 
Mstep: Class 10 contains 316133 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7716 members 
Mstep: Class 13 contains 35321 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18122 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 98345 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 180804 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32638 members 
Mstep: Class 25 contains 79528 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570200.000000 Penalty: 89191.812500
Iteration 128Q: 27 clusters Score -1.145702e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 13481 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 9229 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20617 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32328 members 
Mstep: Class 9 contains 83574 members 
Mstep: Class 10 contains 316115 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7632 members 
Mstep: Class 13 contains 35396 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18097 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98344 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 180784 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32678 members 
Mstep: Class 25 contains 79239 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570240.000000 Penalty: 89191.812500
Iteration 129Q: 27 clusters Score -1.145702e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20626 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32312 members 
Mstep: Class 9 contains 83846 members 
Mstep: Class 10 contains 316078 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7552 members 
Mstep: Class 13 contains 35451 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98337 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 180764 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32715 members 
Mstep: Class 25 contains 79022 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570272.000000 Penalty: 89191.812500
Iteration 130Q: 27 clusters Score -1.145703e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 13482 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20624 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32299 members 
Mstep: Class 9 contains 84112 members 
Mstep: Class 10 contains 316037 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7499 members 
Mstep: Class 13 contains 35496 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18059 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98341 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 9204 members 
Mstep: Class 21 contains 180744 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32739 members 
Mstep: Class 25 contains 78814 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570224.000000 Penalty: 89191.812500
Iteration 131Q: 27 clusters Score -1.145702e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 13482 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 9225 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20630 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32293 members 
Mstep: Class 9 contains 84352 members 
Mstep: Class 10 contains 315962 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7460 members 
Mstep: Class 13 contains 35525 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18046 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 98341 members 
Mstep: Class 19 contains 429 members 
Mstep: Class 20 contains 9210 members 
Mstep: Class 21 contains 180743 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32771 members 
Mstep: Class 25 contains 78633 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570352.000000 Penalty: 89191.812500
Iteration 132Q: 27 clusters Score -1.145704e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 13480 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32286 members 
Mstep: Class 9 contains 84568 members 
Mstep: Class 10 contains 315910 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7422 members 
Mstep: Class 13 contains 35534 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18033 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 98340 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 180740 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32807 members 
Mstep: Class 25 contains 78481 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570368.000000 Penalty: 89191.812500
Iteration 133Q: 27 clusters Score -1.145704e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 13478 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20624 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32280 members 
Mstep: Class 9 contains 84783 members 
Mstep: Class 10 contains 315858 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7392 members 
Mstep: Class 13 contains 35540 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18018 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 98338 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 9211 members 
Mstep: Class 21 contains 180742 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32831 members 
Mstep: Class 25 contains 78332 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570488.000000 Penalty: 89191.812500
Iteration 134Q: 27 clusters Score -1.145705e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 13473 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 9225 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20622 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32267 members 
Mstep: Class 9 contains 84998 members 
Mstep: Class 10 contains 315822 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7363 members 
Mstep: Class 13 contains 35549 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18011 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 98334 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 9208 members 
Mstep: Class 21 contains 180740 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32846 members 
Mstep: Class 25 contains 78187 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570576.000000 Penalty: 89191.812500
Iteration 135Q: 27 clusters Score -1.145706e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 13473 members 
Mstep: Class 3 contains 3946 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20619 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32258 members 
Mstep: Class 9 contains 85187 members 
Mstep: Class 10 contains 315791 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7341 members 
Mstep: Class 13 contains 35556 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 18003 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 98331 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 9207 members 
Mstep: Class 21 contains 180747 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32851 members 
Mstep: Class 25 contains 78052 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570480.000000 Penalty: 89191.812500
Iteration 136Q: 27 clusters Score -1.145705e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 13472 members 
Mstep: Class 3 contains 3947 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32253 members 
Mstep: Class 9 contains 85367 members 
Mstep: Class 10 contains 315761 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7317 members 
Mstep: Class 13 contains 35571 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17997 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 98328 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 180739 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32863 members 
Mstep: Class 25 contains 77929 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570616.000000 Penalty: 89191.812500
Iteration 137Q: 27 clusters Score -1.145706e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 13471 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 9232 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20609 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32246 members 
Mstep: Class 9 contains 85524 members 
Mstep: Class 10 contains 315760 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 35572 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17994 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98323 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 9207 members 
Mstep: Class 21 contains 180734 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32871 members 
Mstep: Class 25 contains 77808 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570384.000000 Penalty: 89191.812500
Iteration 138Q: 27 clusters Score -1.145704e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 13467 members 
Mstep: Class 3 contains 3950 members 
Mstep: Class 4 contains 9230 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32242 members 
Mstep: Class 9 contains 85662 members 
Mstep: Class 10 contains 315758 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 35570 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17993 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98319 members 
Mstep: Class 19 contains 431 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 180734 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32881 members 
Mstep: Class 25 contains 77694 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570384.000000 Penalty: 89191.812500
Iteration 139Q: 27 clusters Score -1.145704e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 13464 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32237 members 
Mstep: Class 9 contains 85807 members 
Mstep: Class 10 contains 315756 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 35575 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17987 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 98315 members 
Mstep: Class 19 contains 432 members 
Mstep: Class 20 contains 9204 members 
Mstep: Class 21 contains 180720 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32887 members 
Mstep: Class 25 contains 77583 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570472.000000 Penalty: 89191.812500
Iteration 140F: 27 clusters Score -1.145705e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 13461 members 
Mstep: Class 3 contains 3953 members 
Mstep: Class 4 contains 9231 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20613 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32235 members 
Mstep: Class 9 contains 85956 members 
Mstep: Class 10 contains 315742 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 35571 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 98312 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 180709 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32890 members 
Mstep: Class 25 contains 77482 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570520.000000 Penalty: 89191.812500
Iteration 141Q: 27 clusters Score -1.145705e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 86089 members 
Mstep: Class 10 contains 315715 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 35578 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17977 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 98310 members 
Mstep: Class 19 contains 434 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 180702 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32893 members 
Mstep: Class 25 contains 77401 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570624.000000 Penalty: 89191.812500
Iteration 142Q: 27 clusters Score -1.145706e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 9225 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20611 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 86208 members 
Mstep: Class 10 contains 315697 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 35582 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98310 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 180690 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32902 members 
Mstep: Class 25 contains 77314 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570728.000000 Penalty: 89191.812500
Iteration 143Q: 27 clusters Score -1.145707e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20605 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 86341 members 
Mstep: Class 10 contains 315681 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 35580 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 180682 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32906 members 
Mstep: Class 25 contains 77220 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570792.000000 Penalty: 89191.812500
Iteration 144Q: 27 clusters Score -1.145708e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9226 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20604 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 86452 members 
Mstep: Class 10 contains 315654 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 35582 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17964 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 180674 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32910 members 
Mstep: Class 25 contains 77154 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570624.000000 Penalty: 89191.812500
Iteration 145Q: 27 clusters Score -1.145706e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 13457 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32232 members 
Mstep: Class 9 contains 86556 members 
Mstep: Class 10 contains 315635 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 35578 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 1052 members 
Mstep: Class 18 contains 98305 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 180661 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32915 members 
Mstep: Class 25 contains 77104 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570672.000000 Penalty: 89191.812500
Iteration 146Q: 27 clusters Score -1.145707e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32229 members 
Mstep: Class 9 contains 86645 members 
Mstep: Class 10 contains 315614 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 35576 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 1051 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 180644 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32922 members 
Mstep: Class 25 contains 77061 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570680.000000 Penalty: 89191.812500
Iteration 147Q: 27 clusters Score -1.145707e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 13459 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32227 members 
Mstep: Class 9 contains 86714 members 
Mstep: Class 10 contains 315601 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 35570 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17961 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 439 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 180635 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32927 members 
Mstep: Class 25 contains 77036 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570808.000000 Penalty: 89191.812500
Iteration 148Q: 27 clusters Score -1.145708e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 13459 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32224 members 
Mstep: Class 9 contains 86770 members 
Mstep: Class 10 contains 315593 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 35570 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17958 members 
Mstep: Class 17 contains 1051 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 439 members 
Mstep: Class 20 contains 9198 members 
Mstep: Class 21 contains 180625 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32931 members 
Mstep: Class 25 contains 77013 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570832.000000 Penalty: 89191.812500
Iteration 149Q: 27 clusters Score -1.145708e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 13461 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32224 members 
Mstep: Class 9 contains 86816 members 
Mstep: Class 10 contains 315577 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 35569 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17956 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180618 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32935 members 
Mstep: Class 25 contains 76997 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570800.000000 Penalty: 89191.812500
Iteration 150Q: 27 clusters Score -1.145708e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 13465 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20604 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32222 members 
Mstep: Class 9 contains 86871 members 
Mstep: Class 10 contains 315568 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 35562 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17953 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 98305 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 180606 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32939 members 
Mstep: Class 25 contains 76968 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570896.000000 Penalty: 89191.812500
Iteration 151Q: 27 clusters Score -1.145709e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 13465 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20607 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32220 members 
Mstep: Class 9 contains 86914 members 
Mstep: Class 10 contains 315561 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 35559 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17951 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 180604 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32936 members 
Mstep: Class 25 contains 76950 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571032.000000 Penalty: 89191.812500
Iteration 152Q: 27 clusters Score -1.14571e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 13464 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20605 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32218 members 
Mstep: Class 9 contains 86957 members 
Mstep: Class 10 contains 315554 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 35553 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17953 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180598 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32936 members 
Mstep: Class 25 contains 76936 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571024.000000 Penalty: 89191.812500
Iteration 153Q: 27 clusters Score -1.14571e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 13464 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32213 members 
Mstep: Class 9 contains 87001 members 
Mstep: Class 10 contains 315558 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 35548 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17952 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180587 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32935 members 
Mstep: Class 25 contains 76924 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570912.000000 Penalty: 89191.812500
Iteration 154Q: 27 clusters Score -1.145709e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 13463 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20601 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32210 members 
Mstep: Class 9 contains 87039 members 
Mstep: Class 10 contains 315549 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 7097 members 
Mstep: Class 13 contains 35545 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17953 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180582 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32937 members 
Mstep: Class 25 contains 76915 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570880.000000 Penalty: 89191.812500
Iteration 155Q: 27 clusters Score -1.145709e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 13463 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9222 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20599 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32208 members 
Mstep: Class 9 contains 87081 members 
Mstep: Class 10 contains 315537 members 
Mstep: Class 11 contains 3616 members 
Mstep: Class 12 contains 7082 members 
Mstep: Class 13 contains 35546 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17952 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180576 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32941 members 
Mstep: Class 25 contains 76908 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570832.000000 Penalty: 89191.812500
Iteration 156Q: 27 clusters Score -1.145708e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 13462 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32205 members 
Mstep: Class 9 contains 87124 members 
Mstep: Class 10 contains 315527 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 35550 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17952 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180571 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32943 members 
Mstep: Class 25 contains 76894 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570904.000000 Penalty: 89191.812500
Iteration 157Q: 27 clusters Score -1.145709e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9218 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32202 members 
Mstep: Class 9 contains 87162 members 
Mstep: Class 10 contains 315519 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 35557 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17951 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180565 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32944 members 
Mstep: Class 25 contains 76881 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570904.000000 Penalty: 89191.812500
Iteration 158Q: 27 clusters Score -1.145709e+08 nChanged 95
Entering ConstructFrom: 
Score: -114570904.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (63989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Entering Unmasked Estep 
Score: -7466705.500000 Penalty: 2744.483643
	Iteration 0F: 2 clusters Score -7466706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -7423846.000000 Penalty: 5488.967285
	Iteration 0F: 3 clusters Score -7423846 nChanged 29872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -7440730.000000 Penalty: 5488.967285
	Iteration 1F: 3 clusters Score -7440730 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -7441506.500000 Penalty: 5488.967285
	Iteration 2Q: 3 clusters Score -7441506 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -7442319.500000 Penalty: 5488.967285
	Iteration 3Q: 3 clusters Score -7442320 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -7443376.500000 Penalty: 5488.967285
	Iteration 4Q: 3 clusters Score -7443376 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -7444694.000000 Penalty: 5488.967285
	Iteration 5Q: 3 clusters Score -7444694 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -7446536.000000 Penalty: 5488.967285
	Iteration 6F: 3 clusters Score -7446536 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -7449007.500000 Penalty: 5488.967285
	Iteration 7F: 3 clusters Score -7449008 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7452030.000000 Penalty: 5488.967285
	Iteration 8F: 3 clusters Score -7452030 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7454881.000000 Penalty: 5488.967285
	Iteration 9F: 3 clusters Score -7454881 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -7456616.500000 Penalty: 5488.967285
	Iteration 10Q: 3 clusters Score -7456616 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -7457477.000000 Penalty: 5488.967285
	Iteration 11Q: 3 clusters Score -7457477 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -7457922.000000 Penalty: 5488.967285
	Iteration 12Q: 3 clusters Score -7457922 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -7458274.500000 Penalty: 5488.967285
	Iteration 13Q: 3 clusters Score -7458274 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -7458464.000000 Penalty: 5488.967285
	Iteration 14Q: 3 clusters Score -7458464 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -7458645.500000 Penalty: 5488.967285
	Iteration 15Q: 3 clusters Score -7458646 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -7458794.500000 Penalty: 5488.967285
	Iteration 16Q: 3 clusters Score -7458794 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -7458890.500000 Penalty: 5488.967285
	Iteration 17Q: 3 clusters Score -7458890 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -7458940.500000 Penalty: 5488.967285
	Iteration 18Q: 3 clusters Score -7458940 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -7459013.000000 Penalty: 5488.967285
	Iteration 19Q: 3 clusters Score -7459013 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -7459084.500000 Penalty: 5488.967285
	Iteration 20F: 3 clusters Score -7459084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -7459142.000000 Penalty: 5488.967285
	Iteration 21Q: 3 clusters Score -7459142 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -7459186.000000 Penalty: 5488.967285
	Iteration 22Q: 3 clusters Score -7459186 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -7459254.000000 Penalty: 5488.967285
	Iteration 23Q: 3 clusters Score -7459254 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -7459290.500000 Penalty: 5488.967285
	Iteration 24Q: 3 clusters Score -7459290 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -7459359.000000 Penalty: 5488.967285
	Iteration 25Q: 3 clusters Score -7459359 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -7459408.500000 Penalty: 5488.967285
	Iteration 26Q: 3 clusters Score -7459408 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -7459527.500000 Penalty: 5488.967285
	Iteration 27Q: 3 clusters Score -7459528 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -7459630.000000 Penalty: 5488.967285
	Iteration 28Q: 3 clusters Score -7459630 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -7459735.500000 Penalty: 5488.967285
	Iteration 29Q: 3 clusters Score -7459736 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -7459798.000000 Penalty: 5488.967285
	Iteration 30Q: 3 clusters Score -7459798 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -7459897.500000 Penalty: 5488.967285
	Iteration 31Q: 3 clusters Score -7459898 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -7459979.000000 Penalty: 5488.967285
	Iteration 32Q: 3 clusters Score -7459979 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -7460051.000000 Penalty: 5488.967285
	Iteration 33Q: 3 clusters Score -7460051 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -7460134.500000 Penalty: 5488.967285
	Iteration 34Q: 3 clusters Score -7460134 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -7460235.500000 Penalty: 5488.967285
	Iteration 35Q: 3 clusters Score -7460236 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -7460340.500000 Penalty: 5488.967285
	Iteration 36Q: 3 clusters Score -7460340 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -7460434.500000 Penalty: 5488.967285
	Iteration 37Q: 3 clusters Score -7460434 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -7460549.000000 Penalty: 5488.967285
	Iteration 38Q: 3 clusters Score -7460549 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7460726.000000 Penalty: 5488.967285
	Iteration 39Q: 3 clusters Score -7460726 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7460876.000000 Penalty: 5488.967285
	Iteration 40F: 3 clusters Score -7460876 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -7461063.000000 Penalty: 5488.967285
	Iteration 41Q: 3 clusters Score -7461063 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -7461264.500000 Penalty: 5488.967285
	Iteration 42Q: 3 clusters Score -7461264 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -7461462.000000 Penalty: 5488.967285
	Iteration 43Q: 3 clusters Score -7461462 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -7461666.500000 Penalty: 5488.967285
	Iteration 44Q: 3 clusters Score -7461666 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -7461881.500000 Penalty: 5488.967285
	Iteration 45Q: 3 clusters Score -7461882 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -7462152.500000 Penalty: 5488.967285
	Iteration 46Q: 3 clusters Score -7462152 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -7462426.000000 Penalty: 5488.967285
	Iteration 47Q: 3 clusters Score -7462426 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -7462677.000000 Penalty: 5488.967285
	Iteration 48Q: 3 clusters Score -7462677 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -7462884.000000 Penalty: 5488.967285
	Iteration 49Q: 3 clusters Score -7462884 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -7463096.500000 Penalty: 5488.967285
	Iteration 50Q: 3 clusters Score -7463096 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -7463338.500000 Penalty: 5488.967285
	Iteration 51Q: 3 clusters Score -7463338 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -7463553.500000 Penalty: 5488.967285
	Iteration 52Q: 3 clusters Score -7463554 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -7463700.000000 Penalty: 5488.967285
	Iteration 53Q: 3 clusters Score -7463700 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -7463863.500000 Penalty: 5488.967285
	Iteration 54Q: 3 clusters Score -7463864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -7464003.500000 Penalty: 5488.967285
	Iteration 55Q: 3 clusters Score -7464004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -7464089.000000 Penalty: 5488.967285
	Iteration 56Q: 3 clusters Score -7464089 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -7464145.000000 Penalty: 5488.967285
	Iteration 57Q: 3 clusters Score -7464145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -7464192.500000 Penalty: 5488.967285
	Iteration 58Q: 3 clusters Score -7464192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -7464218.000000 Penalty: 5488.967285
	Iteration 59Q: 3 clusters Score -7464218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -7464239.500000 Penalty: 5488.967285
	Iteration 60F: 3 clusters Score -7464240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -7464256.500000 Penalty: 5488.967285
	Iteration 61Q: 3 clusters Score -7464256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -7464259.000000 Penalty: 5488.967285
	Iteration 62Q: 3 clusters Score -7464259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -7464261.000000 Penalty: 5488.967285
	Iteration 63Q: 3 clusters Score -7464261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -7464271.500000 Penalty: 5488.967285
	Iteration 64Q: 3 clusters Score -7464272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -7464288.000000 Penalty: 5488.967285
	Iteration 65Q: 3 clusters Score -7464288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -7464289.000000 Penalty: 5488.967285
	Iteration 66Q: 3 clusters Score -7464289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -7464299.000000 Penalty: 5488.967285
	Iteration 67Q: 3 clusters Score -7464299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -7464304.500000 Penalty: 5488.967285
	Iteration 68Q: 3 clusters Score -7464304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -7464310.500000 Penalty: 5488.967285
	Iteration 69Q: 3 clusters Score -7464310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -7464320.500000 Penalty: 5488.967285
	Iteration 70Q: 3 clusters Score -7464320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -7464331.500000 Penalty: 5488.967285
	Iteration 71Q: 3 clusters Score -7464332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -7464343.000000 Penalty: 5488.967285
	Iteration 72Q: 3 clusters Score -7464343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -7464352.000000 Penalty: 5488.967285
	Iteration 73Q: 3 clusters Score -7464352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -7464351.000000 Penalty: 5488.967285
	Iteration 74Q: 3 clusters Score -7464351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -7464360.500000 Penalty: 5488.967285
	Iteration 75Q: 3 clusters Score -7464360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -7464365.500000 Penalty: 5488.967285
	Iteration 76Q: 3 clusters Score -7464366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -7464366.500000 Penalty: 5488.967285
	Iteration 77Q: 3 clusters Score -7464366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -7464380.500000 Penalty: 5488.967285
	Iteration 78Q: 3 clusters Score -7464380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -7464375.500000 Penalty: 5488.967285
	Iteration 79Q: 3 clusters Score -7464376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -7464374.500000 Penalty: 5488.967285
	Iteration 80F: 3 clusters Score -7464374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Entering Unmasked Estep 
Score: -1424706.250000 Penalty: 2357.854492
	Iteration 0F: 2 clusters Score -1424706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1414880.875000 Penalty: 4715.708984
	Iteration 0F: 3 clusters Score -1414881 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1418122.875000 Penalty: 4715.708984
	Iteration 1F: 3 clusters Score -1418123 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1418675.875000 Penalty: 4715.708984
	Iteration 2F: 3 clusters Score -1418676 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1419145.750000 Penalty: 4715.708984
	Iteration 3F: 3 clusters Score -1419146 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1419528.625000 Penalty: 4715.708984
	Iteration 4F: 3 clusters Score -1419529 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1419846.125000 Penalty: 4715.708984
	Iteration 5Q: 3 clusters Score -1419846 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1420084.750000 Penalty: 4715.708984
	Iteration 6Q: 3 clusters Score -1420085 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1420280.750000 Penalty: 4715.708984
	Iteration 7Q: 3 clusters Score -1420281 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1420469.750000 Penalty: 4715.708984
	Iteration 8Q: 3 clusters Score -1420470 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1420668.000000 Penalty: 4715.708984
	Iteration 9Q: 3 clusters Score -1420668 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1420874.625000 Penalty: 4715.708984
	Iteration 10Q: 3 clusters Score -1420875 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1421115.125000 Penalty: 4715.708984
	Iteration 11Q: 3 clusters Score -1421115 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1421373.250000 Penalty: 4715.708984
	Iteration 12Q: 3 clusters Score -1421373 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1421619.750000 Penalty: 4715.708984
	Iteration 13Q: 3 clusters Score -1421620 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1421823.250000 Penalty: 4715.708984
	Iteration 14Q: 3 clusters Score -1421823 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1421978.125000 Penalty: 4715.708984
	Iteration 15Q: 3 clusters Score -1421978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1422113.250000 Penalty: 4715.708984
	Iteration 16Q: 3 clusters Score -1422113 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1422214.375000 Penalty: 4715.708984
	Iteration 17Q: 3 clusters Score -1422214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1422303.125000 Penalty: 4715.708984
	Iteration 18Q: 3 clusters Score -1422303 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1422378.625000 Penalty: 4715.708984
	Iteration 19Q: 3 clusters Score -1422379 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1422434.875000 Penalty: 4715.708984
	Iteration 20F: 3 clusters Score -1422435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1422487.625000 Penalty: 4715.708984
	Iteration 21Q: 3 clusters Score -1422488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1422542.000000 Penalty: 4715.708984
	Iteration 22Q: 3 clusters Score -1422542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1422588.875000 Penalty: 4715.708984
	Iteration 23Q: 3 clusters Score -1422589 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1422643.125000 Penalty: 4715.708984
	Iteration 24Q: 3 clusters Score -1422643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1422683.750000 Penalty: 4715.708984
	Iteration 25Q: 3 clusters Score -1422684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1422715.250000 Penalty: 4715.708984
	Iteration 26Q: 3 clusters Score -1422715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1422744.375000 Penalty: 4715.708984
	Iteration 27Q: 3 clusters Score -1422744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1422767.625000 Penalty: 4715.708984
	Iteration 28Q: 3 clusters Score -1422768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1422789.000000 Penalty: 4715.708984
	Iteration 29Q: 3 clusters Score -1422789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1422810.000000 Penalty: 4715.708984
	Iteration 30Q: 3 clusters Score -1422810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1422821.500000 Penalty: 4715.708984
	Iteration 31Q: 3 clusters Score -1422822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1422837.250000 Penalty: 4715.708984
	Iteration 32Q: 3 clusters Score -1422837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1422855.125000 Penalty: 4715.708984
	Iteration 33Q: 3 clusters Score -1422855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1422875.250000 Penalty: 4715.708984
	Iteration 34Q: 3 clusters Score -1422875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1422890.250000 Penalty: 4715.708984
	Iteration 35Q: 3 clusters Score -1422890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1422911.875000 Penalty: 4715.708984
	Iteration 36Q: 3 clusters Score -1422912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1422925.000000 Penalty: 4715.708984
	Iteration 37Q: 3 clusters Score -1422925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1422937.750000 Penalty: 4715.708984
	Iteration 38Q: 3 clusters Score -1422938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1422957.125000 Penalty: 4715.708984
	Iteration 39Q: 3 clusters Score -1422957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1422982.625000 Penalty: 4715.708984
	Iteration 40F: 3 clusters Score -1422983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1422999.875000 Penalty: 4715.708984
	Iteration 41Q: 3 clusters Score -1423000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1423021.125000 Penalty: 4715.708984
	Iteration 42Q: 3 clusters Score -1423021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1423040.250000 Penalty: 4715.708984
	Iteration 43Q: 3 clusters Score -1423040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1423062.250000 Penalty: 4715.708984
	Iteration 44Q: 3 clusters Score -1423062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1423078.125000 Penalty: 4715.708984
	Iteration 45Q: 3 clusters Score -1423078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1423091.250000 Penalty: 4715.708984
	Iteration 46Q: 3 clusters Score -1423091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1423102.625000 Penalty: 4715.708984
	Iteration 47Q: 3 clusters Score -1423103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1423114.750000 Penalty: 4715.708984
	Iteration 48Q: 3 clusters Score -1423115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1423124.125000 Penalty: 4715.708984
	Iteration 49Q: 3 clusters Score -1423124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1423130.625000 Penalty: 4715.708984
	Iteration 50Q: 3 clusters Score -1423131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1423139.250000 Penalty: 4715.708984
	Iteration 51Q: 3 clusters Score -1423139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1423148.375000 Penalty: 4715.708984
	Iteration 52Q: 3 clusters Score -1423148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1423152.000000 Penalty: 4715.708984
	Iteration 53Q: 3 clusters Score -1423152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1423155.875000 Penalty: 4715.708984
	Iteration 54Q: 3 clusters Score -1423156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1423161.125000 Penalty: 4715.708984
	Iteration 55Q: 3 clusters Score -1423161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1423163.500000 Penalty: 4715.708984
	Iteration 56Q: 3 clusters Score -1423164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1423167.125000 Penalty: 4715.708984
	Iteration 57Q: 3 clusters Score -1423167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1423172.875000 Penalty: 4715.708984
	Iteration 58Q: 3 clusters Score -1423173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1423172.750000 Penalty: 4715.708984
	Iteration 59Q: 3 clusters Score -1423173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1423175.125000 Penalty: 4715.708984
	Iteration 60F: 3 clusters Score -1423175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1423180.875000 Penalty: 4715.708984
	Iteration 61Q: 3 clusters Score -1423181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1423182.750000 Penalty: 4715.708984
	Iteration 62Q: 3 clusters Score -1423183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1423190.000000 Penalty: 4715.708984
	Iteration 63Q: 3 clusters Score -1423190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1423193.875000 Penalty: 4715.708984
	Iteration 64Q: 3 clusters Score -1423194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1423193.250000 Penalty: 4715.708984
	Iteration 65Q: 3 clusters Score -1423193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1423193.625000 Penalty: 4715.708984
	Iteration 66Q: 3 clusters Score -1423194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1423196.625000 Penalty: 4715.708984
	Iteration 67Q: 3 clusters Score -1423197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1423196.500000 Penalty: 4715.708984
	Iteration 68Q: 3 clusters Score -1423196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1423196.750000 Penalty: 4715.708984
	Iteration 69Q: 3 clusters Score -1423197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1423199.875000 Penalty: 4715.708984
	Iteration 70Q: 3 clusters Score -1423200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1423202.625000 Penalty: 4715.708984
	Iteration 71Q: 3 clusters Score -1423203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1423202.625000 Penalty: 4715.708984
	Iteration 72F: 3 clusters Score -1423203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -439292.125000 Penalty: 2054.243896
	Iteration 0F: 2 clusters Score -439292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -435392.812500 Penalty: 4108.487793
	Iteration 0F: 3 clusters Score -435392.8 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -436239.468750 Penalty: 4108.487793
	Iteration 1F: 3 clusters Score -436239.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -436414.656250 Penalty: 4108.487793
	Iteration 2F: 3 clusters Score -436414.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -436518.093750 Penalty: 4108.487793
	Iteration 3Q: 3 clusters Score -436518.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -436588.000000 Penalty: 4108.487793
	Iteration 4Q: 3 clusters Score -436588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -436639.968750 Penalty: 4108.487793
	Iteration 5Q: 3 clusters Score -436640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -436682.937500 Penalty: 4108.487793
	Iteration 6Q: 3 clusters Score -436682.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -436716.125000 Penalty: 4108.487793
	Iteration 7Q: 3 clusters Score -436716.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -436743.687500 Penalty: 4108.487793
	Iteration 8Q: 3 clusters Score -436743.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -436763.093750 Penalty: 4108.487793
	Iteration 9Q: 3 clusters Score -436763.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -436777.593750 Penalty: 4108.487793
	Iteration 10Q: 3 clusters Score -436777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -436788.968750 Penalty: 4108.487793
	Iteration 11Q: 3 clusters Score -436789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -436796.781250 Penalty: 4108.487793
	Iteration 12Q: 3 clusters Score -436796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -436801.625000 Penalty: 4108.487793
	Iteration 13Q: 3 clusters Score -436801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -436806.000000 Penalty: 4108.487793
	Iteration 14Q: 3 clusters Score -436806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -436810.250000 Penalty: 4108.487793
	Iteration 15Q: 3 clusters Score -436810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -436812.093750 Penalty: 4108.487793
	Iteration 16Q: 3 clusters Score -436812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -436815.031250 Penalty: 4108.487793
	Iteration 17Q: 3 clusters Score -436815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -436817.062500 Penalty: 4108.487793
	Iteration 18Q: 3 clusters Score -436817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -436818.218750 Penalty: 4108.487793
	Iteration 19Q: 3 clusters Score -436818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -436821.093750 Penalty: 4108.487793
	Iteration 20F: 3 clusters Score -436821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -436823.593750 Penalty: 4108.487793
	Iteration 21Q: 3 clusters Score -436823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -436825.593750 Penalty: 4108.487793
	Iteration 22Q: 3 clusters Score -436825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -436826.531250 Penalty: 4108.487793
	Iteration 23Q: 3 clusters Score -436826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -436828.562500 Penalty: 4108.487793
	Iteration 24Q: 3 clusters Score -436828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -436829.875000 Penalty: 4108.487793
	Iteration 25Q: 3 clusters Score -436829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -436829.468750 Penalty: 4108.487793
	Iteration 26Q: 3 clusters Score -436829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -436829.468750 Penalty: 4108.487793
	Iteration 27F: 3 clusters Score -436829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Entering Unmasked Estep 
Score: -1055089.000000 Penalty: 2263.970459
	Iteration 0F: 2 clusters Score -1055089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1047972.937500 Penalty: 4527.940918
	Iteration 0F: 3 clusters Score -1047973 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1049930.750000 Penalty: 4527.940918
	Iteration 1F: 3 clusters Score -1049931 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1050227.500000 Penalty: 4527.940918
	Iteration 2F: 3 clusters Score -1050228 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1050455.500000 Penalty: 4527.940918
	Iteration 3F: 3 clusters Score -1050456 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1050630.250000 Penalty: 4527.940918
	Iteration 4Q: 3 clusters Score -1050630 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1050819.625000 Penalty: 4527.940918
	Iteration 5Q: 3 clusters Score -1050820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1051042.000000 Penalty: 4527.940918
	Iteration 6Q: 3 clusters Score -1051042 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1051291.500000 Penalty: 4527.940918
	Iteration 7Q: 3 clusters Score -1051292 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1051586.375000 Penalty: 4527.940918
	Iteration 8Q: 3 clusters Score -1051586 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1051991.000000 Penalty: 4527.940918
	Iteration 9Q: 3 clusters Score -1051991 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1052473.125000 Penalty: 4527.940918
	Iteration 10F: 3 clusters Score -1052473 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1052882.125000 Penalty: 4527.940918
	Iteration 11F: 3 clusters Score -1052882 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1053159.750000 Penalty: 4527.940918
	Iteration 12Q: 3 clusters Score -1053160 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1053340.125000 Penalty: 4527.940918
	Iteration 13Q: 3 clusters Score -1053340 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1053459.000000 Penalty: 4527.940918
	Iteration 14Q: 3 clusters Score -1053459 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1053535.625000 Penalty: 4527.940918
	Iteration 15Q: 3 clusters Score -1053536 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1053581.875000 Penalty: 4527.940918
	Iteration 16Q: 3 clusters Score -1053582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1053609.625000 Penalty: 4527.940918
	Iteration 17Q: 3 clusters Score -1053610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1053627.625000 Penalty: 4527.940918
	Iteration 18Q: 3 clusters Score -1053628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1053634.750000 Penalty: 4527.940918
	Iteration 19Q: 3 clusters Score -1053635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1053649.250000 Penalty: 4527.940918
	Iteration 20F: 3 clusters Score -1053649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1053656.375000 Penalty: 4527.940918
	Iteration 21Q: 3 clusters Score -1053656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1053665.875000 Penalty: 4527.940918
	Iteration 22Q: 3 clusters Score -1053666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1053671.000000 Penalty: 4527.940918
	Iteration 23Q: 3 clusters Score -1053671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1053681.500000 Penalty: 4527.940918
	Iteration 24Q: 3 clusters Score -1053682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1053683.750000 Penalty: 4527.940918
	Iteration 25Q: 3 clusters Score -1053684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1053683.000000 Penalty: 4527.940918
	Iteration 26Q: 3 clusters Score -1053683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1053685.500000 Penalty: 4527.940918
	Iteration 27Q: 3 clusters Score -1053686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1053687.750000 Penalty: 4527.940918
	Iteration 28Q: 3 clusters Score -1053688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1053686.625000 Penalty: 4527.940918
	Iteration 29Q: 3 clusters Score -1053687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1053691.250000 Penalty: 4527.940918
	Iteration 30Q: 3 clusters Score -1053691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1053691.250000 Penalty: 4527.940918
	Iteration 31F: 3 clusters Score -1053691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -37645.097656 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36293.839844 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36293.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36424.140625 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36424.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36451.628906 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36451.63 nChanged 2
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: -36456.507812 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36456.51 nChanged 2
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: -36462.695312 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36462.7 nChanged 1
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: -36468.539062 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36468.54 nChanged 0
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: -36468.539062 Penalty: 2923.623779
	Iteration 6F: 3 clusters Score -36468.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Entering Unmasked Estep 
Score: -2412977.000000 Penalty: 2463.359375
	Iteration 0F: 2 clusters Score -2412977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2398557.500000 Penalty: 4926.718750
	Iteration 0F: 3 clusters Score -2398558 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2403327.000000 Penalty: 4926.718750
	Iteration 1F: 3 clusters Score -2403327 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2403725.000000 Penalty: 4926.718750
	Iteration 2F: 3 clusters Score -2403725 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2404043.250000 Penalty: 4926.718750
	Iteration 3Q: 3 clusters Score -2404043 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2404301.500000 Penalty: 4926.718750
	Iteration 4Q: 3 clusters Score -2404302 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2404607.500000 Penalty: 4926.718750
	Iteration 5Q: 3 clusters Score -2404608 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2404927.250000 Penalty: 4926.718750
	Iteration 6Q: 3 clusters Score -2404927 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2405309.000000 Penalty: 4926.718750
	Iteration 7Q: 3 clusters Score -2405309 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2405767.000000 Penalty: 4926.718750
	Iteration 8Q: 3 clusters Score -2405767 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2406289.500000 Penalty: 4926.718750
	Iteration 9Q: 3 clusters Score -2406290 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2406951.750000 Penalty: 4926.718750
	Iteration 10Q: 3 clusters Score -2406952 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2407606.250000 Penalty: 4926.718750
	Iteration 11Q: 3 clusters Score -2407606 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2408176.750000 Penalty: 4926.718750
	Iteration 12Q: 3 clusters Score -2408177 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2408659.250000 Penalty: 4926.718750
	Iteration 13Q: 3 clusters Score -2408659 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2409048.750000 Penalty: 4926.718750
	Iteration 14Q: 3 clusters Score -2409049 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2409404.000000 Penalty: 4926.718750
	Iteration 15Q: 3 clusters Score -2409404 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2409671.750000 Penalty: 4926.718750
	Iteration 16Q: 3 clusters Score -2409672 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2409906.500000 Penalty: 4926.718750
	Iteration 17Q: 3 clusters Score -2409906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2410103.750000 Penalty: 4926.718750
	Iteration 18Q: 3 clusters Score -2410104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2410250.250000 Penalty: 4926.718750
	Iteration 19Q: 3 clusters Score -2410250 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2410373.750000 Penalty: 4926.718750
	Iteration 20F: 3 clusters Score -2410374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2410458.250000 Penalty: 4926.718750
	Iteration 21Q: 3 clusters Score -2410458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2410536.250000 Penalty: 4926.718750
	Iteration 22Q: 3 clusters Score -2410536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2410601.250000 Penalty: 4926.718750
	Iteration 23Q: 3 clusters Score -2410601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2410656.250000 Penalty: 4926.718750
	Iteration 24Q: 3 clusters Score -2410656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2410697.750000 Penalty: 4926.718750
	Iteration 25Q: 3 clusters Score -2410698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2410720.500000 Penalty: 4926.718750
	Iteration 26Q: 3 clusters Score -2410720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2410747.000000 Penalty: 4926.718750
	Iteration 27Q: 3 clusters Score -2410747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2410758.250000 Penalty: 4926.718750
	Iteration 28Q: 3 clusters Score -2410758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2410765.000000 Penalty: 4926.718750
	Iteration 29Q: 3 clusters Score -2410765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2410780.750000 Penalty: 4926.718750
	Iteration 30Q: 3 clusters Score -2410781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2410795.250000 Penalty: 4926.718750
	Iteration 31Q: 3 clusters Score -2410795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2410807.500000 Penalty: 4926.718750
	Iteration 32Q: 3 clusters Score -2410808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2410811.500000 Penalty: 4926.718750
	Iteration 33Q: 3 clusters Score -2410812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2410812.000000 Penalty: 4926.718750
	Iteration 34Q: 3 clusters Score -2410812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2410816.250000 Penalty: 4926.718750
	Iteration 35Q: 3 clusters Score -2410816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2410821.500000 Penalty: 4926.718750
	Iteration 36Q: 3 clusters Score -2410822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2410826.000000 Penalty: 4926.718750
	Iteration 37Q: 3 clusters Score -2410826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2410832.750000 Penalty: 4926.718750
	Iteration 38Q: 3 clusters Score -2410833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2410834.000000 Penalty: 4926.718750
	Iteration 39Q: 3 clusters Score -2410834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2410838.500000 Penalty: 4926.718750
	Iteration 40F: 3 clusters Score -2410838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2410843.500000 Penalty: 4926.718750
	Iteration 41Q: 3 clusters Score -2410844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2410850.750000 Penalty: 4926.718750
	Iteration 42Q: 3 clusters Score -2410851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2410850.750000 Penalty: 4926.718750
	Iteration 43Q: 3 clusters Score -2410851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2410852.000000 Penalty: 4926.718750
	Iteration 44Q: 3 clusters Score -2410852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2410852.750000 Penalty: 4926.718750
	Iteration 45Q: 3 clusters Score -2410853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2410853.000000 Penalty: 4926.718750
	Iteration 46Q: 3 clusters Score -2410853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2410855.000000 Penalty: 4926.718750
	Iteration 47Q: 3 clusters Score -2410855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2410858.000000 Penalty: 4926.718750
	Iteration 48Q: 3 clusters Score -2410858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2410857.500000 Penalty: 4926.718750
	Iteration 49Q: 3 clusters Score -2410858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2410865.500000 Penalty: 4926.718750
	Iteration 50Q: 3 clusters Score -2410866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2410868.000000 Penalty: 4926.718750
	Iteration 51Q: 3 clusters Score -2410868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2410873.500000 Penalty: 4926.718750
	Iteration 52Q: 3 clusters Score -2410874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2410874.250000 Penalty: 4926.718750
	Iteration 53Q: 3 clusters Score -2410874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2410871.000000 Penalty: 4926.718750
	Iteration 54Q: 3 clusters Score -2410871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2410872.750000 Penalty: 4926.718750
	Iteration 55Q: 3 clusters Score -2410873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2410873.250000 Penalty: 4926.718750
	Iteration 56Q: 3 clusters Score -2410873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2410873.250000 Penalty: 4926.718750
	Iteration 57F: 3 clusters Score -2410873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -363782.500000 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -363782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -360391.625000 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -360391.6 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -361204.000000 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -361204 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -361437.500000 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -361437.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -361572.312500 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -361572.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -361668.843750 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -361668.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -361764.906250 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -361764.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -361833.656250 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -361833.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -361895.343750 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -361895.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -361947.781250 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -361947.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -361994.625000 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -361994.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -362031.031250 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -362031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -362053.875000 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -362053.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -362070.750000 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -362070.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -362081.625000 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -362081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -362087.906250 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -362087.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -362095.000000 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -362095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -362104.312500 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -362104.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -362110.343750 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -362110.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -362120.156250 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -362120.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -362130.406250 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -362130.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -362143.187500 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -362143.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -362154.312500 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -362154.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -362162.687500 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -362162.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -362169.593750 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -362169.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -362178.875000 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -362178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -362187.031250 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -362187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -362192.500000 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -362192.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -362199.000000 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -362199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -362201.562500 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -362201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -362202.843750 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -362202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -362203.531250 Penalty: 4022.175781
	Iteration 30Q: 3 clusters Score -362203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -362204.031250 Penalty: 4022.175781
	Iteration 31Q: 3 clusters Score -362204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -362204.250000 Penalty: 4022.175781
	Iteration 32Q: 3 clusters Score -362204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -362204.750000 Penalty: 4022.175781
	Iteration 33Q: 3 clusters Score -362204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -362205.625000 Penalty: 4022.175781
	Iteration 34Q: 3 clusters Score -362205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -362206.406250 Penalty: 4022.175781
	Iteration 35Q: 3 clusters Score -362206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -362207.218750 Penalty: 4022.175781
	Iteration 36Q: 3 clusters Score -362207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -362207.218750 Penalty: 4022.175781
	Iteration 37F: 3 clusters Score -362207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Entering Unmasked Estep 
Score: -3622446.750000 Penalty: 2574.163330
	Iteration 0F: 2 clusters Score -3622447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3600505.000000 Penalty: 5148.326660
	Iteration 0F: 3 clusters Score -3600505 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3608419.250000 Penalty: 5148.326660
	Iteration 1F: 3 clusters Score -3608419 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3609028.500000 Penalty: 5148.326660
	Iteration 2Q: 3 clusters Score -3609028 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3609596.000000 Penalty: 5148.326660
	Iteration 3Q: 3 clusters Score -3609596 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3610223.250000 Penalty: 5148.326660
	Iteration 4Q: 3 clusters Score -3610223 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3610849.750000 Penalty: 5148.326660
	Iteration 5Q: 3 clusters Score -3610850 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3611540.000000 Penalty: 5148.326660
	Iteration 6Q: 3 clusters Score -3611540 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3612341.250000 Penalty: 5148.326660
	Iteration 7Q: 3 clusters Score -3612341 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3613327.750000 Penalty: 5148.326660
	Iteration 8Q: 3 clusters Score -3613328 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3614508.750000 Penalty: 5148.326660
	Iteration 9F: 3 clusters Score -3614509 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3615620.250000 Penalty: 5148.326660
	Iteration 10Q: 3 clusters Score -3615620 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3616635.000000 Penalty: 5148.326660
	Iteration 11Q: 3 clusters Score -3616635 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3617495.500000 Penalty: 5148.326660
	Iteration 12Q: 3 clusters Score -3617496 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3618240.500000 Penalty: 5148.326660
	Iteration 13Q: 3 clusters Score -3618240 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3618798.250000 Penalty: 5148.326660
	Iteration 14Q: 3 clusters Score -3618798 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3619195.500000 Penalty: 5148.326660
	Iteration 15Q: 3 clusters Score -3619196 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3619487.250000 Penalty: 5148.326660
	Iteration 16Q: 3 clusters Score -3619487 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3619698.750000 Penalty: 5148.326660
	Iteration 17Q: 3 clusters Score -3619699 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3619896.500000 Penalty: 5148.326660
	Iteration 18Q: 3 clusters Score -3619896 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3620028.250000 Penalty: 5148.326660
	Iteration 19Q: 3 clusters Score -3620028 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3620102.500000 Penalty: 5148.326660
	Iteration 20F: 3 clusters Score -3620102 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3620165.750000 Penalty: 5148.326660
	Iteration 21Q: 3 clusters Score -3620166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3620199.000000 Penalty: 5148.326660
	Iteration 22Q: 3 clusters Score -3620199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3620237.750000 Penalty: 5148.326660
	Iteration 23Q: 3 clusters Score -3620238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3620259.000000 Penalty: 5148.326660
	Iteration 24Q: 3 clusters Score -3620259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3620275.750000 Penalty: 5148.326660
	Iteration 25Q: 3 clusters Score -3620276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3620304.250000 Penalty: 5148.326660
	Iteration 26Q: 3 clusters Score -3620304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3620324.250000 Penalty: 5148.326660
	Iteration 27Q: 3 clusters Score -3620324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3620341.750000 Penalty: 5148.326660
	Iteration 28Q: 3 clusters Score -3620342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3620355.250000 Penalty: 5148.326660
	Iteration 29Q: 3 clusters Score -3620355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3620376.750000 Penalty: 5148.326660
	Iteration 30Q: 3 clusters Score -3620377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3620383.000000 Penalty: 5148.326660
	Iteration 31Q: 3 clusters Score -3620383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3620390.250000 Penalty: 5148.326660
	Iteration 32Q: 3 clusters Score -3620390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3620395.250000 Penalty: 5148.326660
	Iteration 33Q: 3 clusters Score -3620395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3620395.250000 Penalty: 5148.326660
	Iteration 34Q: 3 clusters Score -3620395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3620399.250000 Penalty: 5148.326660
	Iteration 35Q: 3 clusters Score -3620399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3620401.250000 Penalty: 5148.326660
	Iteration 36Q: 3 clusters Score -3620401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3620410.250000 Penalty: 5148.326660
	Iteration 37Q: 3 clusters Score -3620410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3620410.250000 Penalty: 5148.326660
	Iteration 38Q: 3 clusters Score -3620410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3620409.000000 Penalty: 5148.326660
	Iteration 39Q: 3 clusters Score -3620409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3620411.750000 Penalty: 5148.326660
	Iteration 40F: 3 clusters Score -3620412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3620410.250000 Penalty: 5148.326660
	Iteration 41Q: 3 clusters Score -3620410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3620411.500000 Penalty: 5148.326660
	Iteration 42Q: 3 clusters Score -3620412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3620410.500000 Penalty: 5148.326660
	Iteration 43Q: 3 clusters Score -3620410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3620414.000000 Penalty: 5148.326660
	Iteration 44Q: 3 clusters Score -3620414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3620414.000000 Penalty: 5148.326660
	Iteration 45F: 3 clusters Score -3620414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Entering Unmasked Estep 
Score: -10132506.000000 Penalty: 2821.232178
	Iteration 0F: 2 clusters Score -1.013251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -10074152.000000 Penalty: 5642.464355
	Iteration 0F: 3 clusters Score -1.007415e+07 nChanged 40978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -10097098.000000 Penalty: 5642.464355
	Iteration 1F: 3 clusters Score -1.00971e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10097801.000000 Penalty: 5642.464355
	Iteration 2Q: 3 clusters Score -1.00978e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -10098543.000000 Penalty: 5642.464355
	Iteration 3Q: 3 clusters Score -1.009854e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -10099351.000000 Penalty: 5642.464355
	Iteration 4Q: 3 clusters Score -1.009935e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -10100293.000000 Penalty: 5642.464355
	Iteration 5Q: 3 clusters Score -1.010029e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -10101416.000000 Penalty: 5642.464355
	Iteration 6Q: 3 clusters Score -1.010142e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -10103064.000000 Penalty: 5642.464355
	Iteration 7Q: 3 clusters Score -1.010306e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -10105426.000000 Penalty: 5642.464355
	Iteration 8Q: 3 clusters Score -1.010543e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -10109197.000000 Penalty: 5642.464355
	Iteration 9F: 3 clusters Score -1.01092e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -10113937.000000 Penalty: 5642.464355
	Iteration 10F: 3 clusters Score -1.011394e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -10118107.000000 Penalty: 5642.464355
	Iteration 11F: 3 clusters Score -1.011811e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -10120400.000000 Penalty: 5642.464355
	Iteration 12Q: 3 clusters Score -1.01204e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -10121274.000000 Penalty: 5642.464355
	Iteration 13Q: 3 clusters Score -1.012127e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -10121770.000000 Penalty: 5642.464355
	Iteration 14Q: 3 clusters Score -1.012177e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -10122099.000000 Penalty: 5642.464355
	Iteration 15Q: 3 clusters Score -1.01221e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -10122370.000000 Penalty: 5642.464355
	Iteration 16Q: 3 clusters Score -1.012237e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -10122614.000000 Penalty: 5642.464355
	Iteration 17Q: 3 clusters Score -1.012261e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -10122822.000000 Penalty: 5642.464355
	Iteration 18Q: 3 clusters Score -1.012282e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -10123025.000000 Penalty: 5642.464355
	Iteration 19Q: 3 clusters Score -1.012302e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -10123164.000000 Penalty: 5642.464355
	Iteration 20F: 3 clusters Score -1.012316e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -10123248.000000 Penalty: 5642.464355
	Iteration 21Q: 3 clusters Score -1.012325e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -10123321.000000 Penalty: 5642.464355
	Iteration 22Q: 3 clusters Score -1.012332e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -10123419.000000 Penalty: 5642.464355
	Iteration 23Q: 3 clusters Score -1.012342e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -10123504.000000 Penalty: 5642.464355
	Iteration 24Q: 3 clusters Score -1.01235e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -10123599.000000 Penalty: 5642.464355
	Iteration 25Q: 3 clusters Score -1.01236e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -10123665.000000 Penalty: 5642.464355
	Iteration 26Q: 3 clusters Score -1.012366e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -10123761.000000 Penalty: 5642.464355
	Iteration 27Q: 3 clusters Score -1.012376e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -10123791.000000 Penalty: 5642.464355
	Iteration 28Q: 3 clusters Score -1.012379e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -10123866.000000 Penalty: 5642.464355
	Iteration 29Q: 3 clusters Score -1.012387e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -10123973.000000 Penalty: 5642.464355
	Iteration 30Q: 3 clusters Score -1.012397e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -10124069.000000 Penalty: 5642.464355
	Iteration 31Q: 3 clusters Score -1.012407e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -10124157.000000 Penalty: 5642.464355
	Iteration 32Q: 3 clusters Score -1.012416e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -10124277.000000 Penalty: 5642.464355
	Iteration 33Q: 3 clusters Score -1.012428e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -10124364.000000 Penalty: 5642.464355
	Iteration 34Q: 3 clusters Score -1.012436e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -10124490.000000 Penalty: 5642.464355
	Iteration 35Q: 3 clusters Score -1.012449e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -10124655.000000 Penalty: 5642.464355
	Iteration 36Q: 3 clusters Score -1.012466e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -10124818.000000 Penalty: 5642.464355
	Iteration 37Q: 3 clusters Score -1.012482e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -10124948.000000 Penalty: 5642.464355
	Iteration 38Q: 3 clusters Score -1.012495e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -10125031.000000 Penalty: 5642.464355
	Iteration 39Q: 3 clusters Score -1.012503e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -10125132.000000 Penalty: 5642.464355
	Iteration 40F: 3 clusters Score -1.012513e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -10125326.000000 Penalty: 5642.464355
	Iteration 41Q: 3 clusters Score -1.012533e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -10125519.000000 Penalty: 5642.464355
	Iteration 42Q: 3 clusters Score -1.012552e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -10125685.000000 Penalty: 5642.464355
	Iteration 43Q: 3 clusters Score -1.012568e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -10125849.000000 Penalty: 5642.464355
	Iteration 44Q: 3 clusters Score -1.012585e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -10126041.000000 Penalty: 5642.464355
	Iteration 45Q: 3 clusters Score -1.012604e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -10126242.000000 Penalty: 5642.464355
	Iteration 46Q: 3 clusters Score -1.012624e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -10126439.000000 Penalty: 5642.464355
	Iteration 47Q: 3 clusters Score -1.012644e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -10126621.000000 Penalty: 5642.464355
	Iteration 48Q: 3 clusters Score -1.012662e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -10126854.000000 Penalty: 5642.464355
	Iteration 49Q: 3 clusters Score -1.012685e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -10127082.000000 Penalty: 5642.464355
	Iteration 50Q: 3 clusters Score -1.012708e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -10127316.000000 Penalty: 5642.464355
	Iteration 51Q: 3 clusters Score -1.012732e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -10127627.000000 Penalty: 5642.464355
	Iteration 52Q: 3 clusters Score -1.012763e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -10127858.000000 Penalty: 5642.464355
	Iteration 53Q: 3 clusters Score -1.012786e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -10128113.000000 Penalty: 5642.464355
	Iteration 54Q: 3 clusters Score -1.012811e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -10128340.000000 Penalty: 5642.464355
	Iteration 55Q: 3 clusters Score -1.012834e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -10128589.000000 Penalty: 5642.464355
	Iteration 56Q: 3 clusters Score -1.012859e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -10128855.000000 Penalty: 5642.464355
	Iteration 57Q: 3 clusters Score -1.012886e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -10129087.000000 Penalty: 5642.464355
	Iteration 58Q: 3 clusters Score -1.012909e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10129422.000000 Penalty: 5642.464355
	Iteration 59Q: 3 clusters Score -1.012942e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -10129809.000000 Penalty: 5642.464355
	Iteration 60F: 3 clusters Score -1.012981e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -10130103.000000 Penalty: 5642.464355
	Iteration 61Q: 3 clusters Score -1.01301e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -10130226.000000 Penalty: 5642.464355
	Iteration 62Q: 3 clusters Score -1.013023e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10130296.000000 Penalty: 5642.464355
	Iteration 63Q: 3 clusters Score -1.01303e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -10130366.000000 Penalty: 5642.464355
	Iteration 64Q: 3 clusters Score -1.013037e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10130405.000000 Penalty: 5642.464355
	Iteration 65Q: 3 clusters Score -1.01304e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10130442.000000 Penalty: 5642.464355
	Iteration 66Q: 3 clusters Score -1.013044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10130456.000000 Penalty: 5642.464355
	Iteration 67Q: 3 clusters Score -1.013046e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10130471.000000 Penalty: 5642.464355
	Iteration 68Q: 3 clusters Score -1.013047e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -10130511.000000 Penalty: 5642.464355
	Iteration 69Q: 3 clusters Score -1.013051e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10130517.000000 Penalty: 5642.464355
	Iteration 70Q: 3 clusters Score -1.013052e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10130552.000000 Penalty: 5642.464355
	Iteration 71Q: 3 clusters Score -1.013055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -10130541.000000 Penalty: 5642.464355
	Iteration 72Q: 3 clusters Score -1.013054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10130561.000000 Penalty: 5642.464355
	Iteration 73Q: 3 clusters Score -1.013056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10130562.000000 Penalty: 5642.464355
	Iteration 74Q: 3 clusters Score -1.013056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10130566.000000 Penalty: 5642.464355
	Iteration 75Q: 3 clusters Score -1.013057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10130560.000000 Penalty: 5642.464355
	Iteration 76Q: 3 clusters Score -1.013056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10130579.000000 Penalty: 5642.464355
	Iteration 77Q: 3 clusters Score -1.013058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10130585.000000 Penalty: 5642.464355
	Iteration 78Q: 3 clusters Score -1.013058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10130600.000000 Penalty: 5642.464355
	Iteration 79Q: 3 clusters Score -1.01306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -10130600.000000 Penalty: 5642.464355
	Iteration 80F: 3 clusters Score -1.01306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10130589.000000 Penalty: 5642.464355
	Iteration 81Q: 3 clusters Score -1.013059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84898 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -10130591.000000 Penalty: 5642.464355
	Iteration 82Q: 3 clusters Score -1.013059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10130589.000000 Penalty: 5642.464355
	Iteration 83Q: 3 clusters Score -1.013059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10130599.000000 Penalty: 5642.464355
	Iteration 84Q: 3 clusters Score -1.01306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84909 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -10130594.000000 Penalty: 5642.464355
	Iteration 85Q: 3 clusters Score -1.013059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10130606.000000 Penalty: 5642.464355
	Iteration 86Q: 3 clusters Score -1.013061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -10130604.000000 Penalty: 5642.464355
	Iteration 87Q: 3 clusters Score -1.01306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10130611.000000 Penalty: 5642.464355
	Iteration 88Q: 3 clusters Score -1.013061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10130610.000000 Penalty: 5642.464355
	Iteration 89Q: 3 clusters Score -1.013061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10130613.000000 Penalty: 5642.464355
	Iteration 90Q: 3 clusters Score -1.013061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10130612.000000 Penalty: 5642.464355
	Iteration 91Q: 3 clusters Score -1.013061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10130619.000000 Penalty: 5642.464355
	Iteration 92Q: 3 clusters Score -1.013062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10130626.000000 Penalty: 5642.464355
	Iteration 93Q: 3 clusters Score -1.013063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10130624.000000 Penalty: 5642.464355
	Iteration 94Q: 3 clusters Score -1.013062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10130621.000000 Penalty: 5642.464355
	Iteration 95Q: 3 clusters Score -1.013062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -10130616.000000 Penalty: 5642.464355
	Iteration 96Q: 3 clusters Score -1.013062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10130620.000000 Penalty: 5642.464355
	Iteration 97Q: 3 clusters Score -1.013062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -10130616.000000 Penalty: 5642.464355
	Iteration 98Q: 3 clusters Score -1.013062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10130603.000000 Penalty: 5642.464355
	Iteration 99Q: 3 clusters Score -1.01306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84926 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10130596.000000 Penalty: 5642.464355
	Iteration 100F: 3 clusters Score -1.01306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10130609.000000 Penalty: 5642.464355
	Iteration 101Q: 3 clusters Score -1.013061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10130612.000000 Penalty: 5642.464355
	Iteration 102Q: 3 clusters Score -1.013061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10130609.000000 Penalty: 5642.464355
	Iteration 103Q: 3 clusters Score -1.013061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10130616.000000 Penalty: 5642.464355
	Iteration 104Q: 3 clusters Score -1.013062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10130609.000000 Penalty: 5642.464355
	Iteration 105Q: 3 clusters Score -1.013061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10130610.000000 Penalty: 5642.464355
	Iteration 106Q: 3 clusters Score -1.013061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10130606.000000 Penalty: 5642.464355
	Iteration 107Q: 3 clusters Score -1.013061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10130608.000000 Penalty: 5642.464355
	Iteration 108Q: 3 clusters Score -1.013061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10130607.000000 Penalty: 5642.464355
	Iteration 109Q: 3 clusters Score -1.013061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10130605.000000 Penalty: 5642.464355
	Iteration 110Q: 3 clusters Score -1.01306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10130602.000000 Penalty: 5642.464355
	Iteration 111Q: 3 clusters Score -1.01306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10130600.000000 Penalty: 5642.464355
	Iteration 112Q: 3 clusters Score -1.01306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10130605.000000 Penalty: 5642.464355
	Iteration 113Q: 3 clusters Score -1.01306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10130593.000000 Penalty: 5642.464355
	Iteration 114Q: 3 clusters Score -1.013059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10130593.000000 Penalty: 5642.464355
	Iteration 115F: 3 clusters Score -1.013059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (315507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315507 members 
Entering Unmasked Estep 
Score: -36076644.000000 Penalty: 3140.160156
	Iteration 0F: 2 clusters Score -3.607664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -35880044.000000 Penalty: 6280.320312
	Iteration 0F: 3 clusters Score -3.588004e+07 nChanged 152461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 157691 members 
Entering Unmasked Estep 
Score: -35970248.000000 Penalty: 6280.320312
	Iteration 1F: 3 clusters Score -3.597025e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -35971252.000000 Penalty: 6280.320312
	Iteration 2Q: 3 clusters Score -3.597125e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -35972360.000000 Penalty: 6280.320312
	Iteration 3Q: 3 clusters Score -3.597236e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 160164 members 
Entering Unmasked Estep 
Score: -35973976.000000 Penalty: 6280.320312
	Iteration 4Q: 3 clusters Score -3.597398e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -35975784.000000 Penalty: 6280.320312
	Iteration 5Q: 3 clusters Score -3.597578e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -35978468.000000 Penalty: 6280.320312
	Iteration 6Q: 3 clusters Score -3.597847e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -35981700.000000 Penalty: 6280.320312
	Iteration 7Q: 3 clusters Score -3.59817e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -35985956.000000 Penalty: 6280.320312
	Iteration 8Q: 3 clusters Score -3.598596e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135671 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -35992952.000000 Penalty: 6280.320312
	Iteration 9Q: 3 clusters Score -3.599295e+07 nChanged 16716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128197 members 
Mstep: Class 2 contains 187310 members 
Entering Unmasked Estep 
Score: -36003404.000000 Penalty: 6280.320312
	Iteration 10F: 3 clusters Score -3.60034e+07 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 194273 members 
Entering Unmasked Estep 
Score: -36017564.000000 Penalty: 6280.320312
	Iteration 11F: 3 clusters Score -3.601756e+07 nChanged 18339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 199178 members 
Entering Unmasked Estep 
Score: -36029140.000000 Penalty: 6280.320312
	Iteration 12F: 3 clusters Score -3.602914e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113245 members 
Mstep: Class 2 contains 202262 members 
Entering Unmasked Estep 
Score: -36033756.000000 Penalty: 6280.320312
	Iteration 13Q: 3 clusters Score -3.603376e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110572 members 
Mstep: Class 2 contains 204935 members 
Entering Unmasked Estep 
Score: -36035156.000000 Penalty: 6280.320312
	Iteration 14Q: 3 clusters Score -3.603516e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 207529 members 
Entering Unmasked Estep 
Score: -36035736.000000 Penalty: 6280.320312
	Iteration 15Q: 3 clusters Score -3.603574e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 210018 members 
Entering Unmasked Estep 
Score: -36036344.000000 Penalty: 6280.320312
	Iteration 16Q: 3 clusters Score -3.603634e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 212465 members 
Entering Unmasked Estep 
Score: -36036736.000000 Penalty: 6280.320312
	Iteration 17Q: 3 clusters Score -3.603674e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 214839 members 
Entering Unmasked Estep 
Score: -36037156.000000 Penalty: 6280.320312
	Iteration 18Q: 3 clusters Score -3.603716e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 217065 members 
Entering Unmasked Estep 
Score: -36037448.000000 Penalty: 6280.320312
	Iteration 19Q: 3 clusters Score -3.603745e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 219252 members 
Entering Unmasked Estep 
Score: -36037780.000000 Penalty: 6280.320312
	Iteration 20F: 3 clusters Score -3.603778e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 221437 members 
Entering Unmasked Estep 
Score: -36038180.000000 Penalty: 6280.320312
	Iteration 21Q: 3 clusters Score -3.603818e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 223629 members 
Entering Unmasked Estep 
Score: -36038636.000000 Penalty: 6280.320312
	Iteration 22Q: 3 clusters Score -3.603864e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 225818 members 
Entering Unmasked Estep 
Score: -36039068.000000 Penalty: 6280.320312
	Iteration 23Q: 3 clusters Score -3.603907e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 228004 members 
Entering Unmasked Estep 
Score: -36039376.000000 Penalty: 6280.320312
	Iteration 24Q: 3 clusters Score -3.603938e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 230109 members 
Entering Unmasked Estep 
Score: -36039752.000000 Penalty: 6280.320312
	Iteration 25Q: 3 clusters Score -3.603975e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 232162 members 
Entering Unmasked Estep 
Score: -36040220.000000 Penalty: 6280.320312
	Iteration 26Q: 3 clusters Score -3.604022e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 234319 members 
Entering Unmasked Estep 
Score: -36040564.000000 Penalty: 6280.320312
	Iteration 27Q: 3 clusters Score -3.604056e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 236574 members 
Entering Unmasked Estep 
Score: -36041008.000000 Penalty: 6280.320312
	Iteration 28Q: 3 clusters Score -3.604101e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 238864 members 
Entering Unmasked Estep 
Score: -36041492.000000 Penalty: 6280.320312
	Iteration 29Q: 3 clusters Score -3.604149e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 241155 members 
Entering Unmasked Estep 
Score: -36041876.000000 Penalty: 6280.320312
	Iteration 30Q: 3 clusters Score -3.604188e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 243459 members 
Entering Unmasked Estep 
Score: -36042344.000000 Penalty: 6280.320312
	Iteration 31Q: 3 clusters Score -3.604234e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 245846 members 
Entering Unmasked Estep 
Score: -36042852.000000 Penalty: 6280.320312
	Iteration 32Q: 3 clusters Score -3.604285e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 248246 members 
Entering Unmasked Estep 
Score: -36043564.000000 Penalty: 6280.320312
	Iteration 33Q: 3 clusters Score -3.604356e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 250750 members 
Entering Unmasked Estep 
Score: -36044328.000000 Penalty: 6280.320312
	Iteration 34Q: 3 clusters Score -3.604433e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 253266 members 
Entering Unmasked Estep 
Score: -36045212.000000 Penalty: 6280.320312
	Iteration 35Q: 3 clusters Score -3.604521e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 255769 members 
Entering Unmasked Estep 
Score: -36046016.000000 Penalty: 6280.320312
	Iteration 36Q: 3 clusters Score -3.604602e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 258289 members 
Entering Unmasked Estep 
Score: -36046864.000000 Penalty: 6280.320312
	Iteration 37Q: 3 clusters Score -3.604686e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 260883 members 
Entering Unmasked Estep 
Score: -36047716.000000 Penalty: 6280.320312
	Iteration 38Q: 3 clusters Score -3.604772e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 263520 members 
Entering Unmasked Estep 
Score: -36048740.000000 Penalty: 6280.320312
	Iteration 39Q: 3 clusters Score -3.604874e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 266268 members 
Entering Unmasked Estep 
Score: -36049840.000000 Penalty: 6280.320312
	Iteration 40F: 3 clusters Score -3.604984e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 269094 members 
Entering Unmasked Estep 
Score: -36050860.000000 Penalty: 6280.320312
	Iteration 41Q: 3 clusters Score -3.605086e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 271930 members 
Entering Unmasked Estep 
Score: -36051820.000000 Penalty: 6280.320312
	Iteration 42Q: 3 clusters Score -3.605182e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 274811 members 
Entering Unmasked Estep 
Score: -36053140.000000 Penalty: 6280.320312
	Iteration 43Q: 3 clusters Score -3.605314e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 277746 members 
Entering Unmasked Estep 
Score: -36054592.000000 Penalty: 6280.320312
	Iteration 44Q: 3 clusters Score -3.605459e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 280652 members 
Entering Unmasked Estep 
Score: -36056112.000000 Penalty: 6280.320312
	Iteration 45Q: 3 clusters Score -3.605611e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 283492 members 
Entering Unmasked Estep 
Score: -36057788.000000 Penalty: 6280.320312
	Iteration 46Q: 3 clusters Score -3.605779e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 286321 members 
Entering Unmasked Estep 
Score: -36059352.000000 Penalty: 6280.320312
	Iteration 47Q: 3 clusters Score -3.605935e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 289100 members 
Entering Unmasked Estep 
Score: -36060960.000000 Penalty: 6280.320312
	Iteration 48Q: 3 clusters Score -3.606096e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 291759 members 
Entering Unmasked Estep 
Score: -36062400.000000 Penalty: 6280.320312
	Iteration 49Q: 3 clusters Score -3.60624e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 294387 members 
Entering Unmasked Estep 
Score: -36063632.000000 Penalty: 6280.320312
	Iteration 50Q: 3 clusters Score -3.606363e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 296767 members 
Entering Unmasked Estep 
Score: -36064652.000000 Penalty: 6280.320312
	Iteration 51Q: 3 clusters Score -3.606465e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 299039 members 
Entering Unmasked Estep 
Score: -36065536.000000 Penalty: 6280.320312
	Iteration 52Q: 3 clusters Score -3.606554e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 301122 members 
Entering Unmasked Estep 
Score: -36066420.000000 Penalty: 6280.320312
	Iteration 53Q: 3 clusters Score -3.606642e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 302984 members 
Entering Unmasked Estep 
Score: -36067096.000000 Penalty: 6280.320312
	Iteration 54Q: 3 clusters Score -3.60671e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 304661 members 
Entering Unmasked Estep 
Score: -36067936.000000 Penalty: 6280.320312
	Iteration 55Q: 3 clusters Score -3.606794e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 306108 members 
Entering Unmasked Estep 
Score: -36068768.000000 Penalty: 6280.320312
	Iteration 56Q: 3 clusters Score -3.606877e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 307369 members 
Entering Unmasked Estep 
Score: -36069520.000000 Penalty: 6280.320312
	Iteration 57Q: 3 clusters Score -3.606952e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 308500 members 
Entering Unmasked Estep 
Score: -36070216.000000 Penalty: 6280.320312
	Iteration 58Q: 3 clusters Score -3.607022e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 309455 members 
Entering Unmasked Estep 
Score: -36070676.000000 Penalty: 6280.320312
	Iteration 59Q: 3 clusters Score -3.607068e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 310308 members 
Entering Unmasked Estep 
Score: -36071224.000000 Penalty: 6280.320312
	Iteration 60F: 3 clusters Score -3.607122e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 310999 members 
Entering Unmasked Estep 
Score: -36071572.000000 Penalty: 6280.320312
	Iteration 61Q: 3 clusters Score -3.607157e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 311621 members 
Entering Unmasked Estep 
Score: -36071896.000000 Penalty: 6280.320312
	Iteration 62Q: 3 clusters Score -3.60719e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 312149 members 
Entering Unmasked Estep 
Score: -36072244.000000 Penalty: 6280.320312
	Iteration 63Q: 3 clusters Score -3.607224e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 312609 members 
Entering Unmasked Estep 
Score: -36072556.000000 Penalty: 6280.320312
	Iteration 64Q: 3 clusters Score -3.607256e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 312967 members 
Entering Unmasked Estep 
Score: -36072776.000000 Penalty: 6280.320312
	Iteration 65Q: 3 clusters Score -3.607278e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 313241 members 
Entering Unmasked Estep 
Score: -36072904.000000 Penalty: 6280.320312
	Iteration 66Q: 3 clusters Score -3.60729e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 313447 members 
Entering Unmasked Estep 
Score: -36073036.000000 Penalty: 6280.320312
	Iteration 67Q: 3 clusters Score -3.607304e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 313626 members 
Entering Unmasked Estep 
Score: -36073080.000000 Penalty: 6280.320312
	Iteration 68Q: 3 clusters Score -3.607308e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 313781 members 
Entering Unmasked Estep 
Score: -36073180.000000 Penalty: 6280.320312
	Iteration 69Q: 3 clusters Score -3.607318e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 313925 members 
Entering Unmasked Estep 
Score: -36073288.000000 Penalty: 6280.320312
	Iteration 70Q: 3 clusters Score -3.607329e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 314028 members 
Entering Unmasked Estep 
Score: -36073392.000000 Penalty: 6280.320312
	Iteration 71Q: 3 clusters Score -3.607339e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 314129 members 
Entering Unmasked Estep 
Score: -36073512.000000 Penalty: 6280.320312
	Iteration 72Q: 3 clusters Score -3.607351e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 314202 members 
Entering Unmasked Estep 
Score: -36073532.000000 Penalty: 6280.320312
	Iteration 73Q: 3 clusters Score -3.607353e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 314263 members 
Entering Unmasked Estep 
Score: -36073560.000000 Penalty: 6280.320312
	Iteration 74Q: 3 clusters Score -3.607356e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 314310 members 
Entering Unmasked Estep 
Score: -36073624.000000 Penalty: 6280.320312
	Iteration 75Q: 3 clusters Score -3.607362e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 314352 members 
Entering Unmasked Estep 
Score: -36073664.000000 Penalty: 6280.320312
	Iteration 76Q: 3 clusters Score -3.607366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 314385 members 
Entering Unmasked Estep 
Score: -36073640.000000 Penalty: 6280.320312
	Iteration 77Q: 3 clusters Score -3.607364e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 314420 members 
Entering Unmasked Estep 
Score: -36073668.000000 Penalty: 6280.320312
	Iteration 78Q: 3 clusters Score -3.607367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 314444 members 
Entering Unmasked Estep 
Score: -36073708.000000 Penalty: 6280.320312
	Iteration 79Q: 3 clusters Score -3.607371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 314463 members 
Entering Unmasked Estep 
Score: -36073700.000000 Penalty: 6280.320312
	Iteration 80F: 3 clusters Score -3.60737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 314481 members 
Entering Unmasked Estep 
Score: -36073724.000000 Penalty: 6280.320312
	Iteration 81Q: 3 clusters Score -3.607372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 314496 members 
Entering Unmasked Estep 
Score: -36073744.000000 Penalty: 6280.320312
	Iteration 82Q: 3 clusters Score -3.607374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 314508 members 
Entering Unmasked Estep 
Score: -36073716.000000 Penalty: 6280.320312
	Iteration 83Q: 3 clusters Score -3.607372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 314518 members 
Entering Unmasked Estep 
Score: -36073728.000000 Penalty: 6280.320312
	Iteration 84Q: 3 clusters Score -3.607373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 314532 members 
Entering Unmasked Estep 
Score: -36073740.000000 Penalty: 6280.320312
	Iteration 85Q: 3 clusters Score -3.607374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 314541 members 
Entering Unmasked Estep 
Score: -36073736.000000 Penalty: 6280.320312
	Iteration 86Q: 3 clusters Score -3.607374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 314548 members 
Entering Unmasked Estep 
Score: -36073748.000000 Penalty: 6280.320312
	Iteration 87Q: 3 clusters Score -3.607375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 314556 members 
Entering Unmasked Estep 
Score: -36073748.000000 Penalty: 6280.320312
	Iteration 88Q: 3 clusters Score -3.607375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 314562 members 
Entering Unmasked Estep 
Score: -36073776.000000 Penalty: 6280.320312
	Iteration 89Q: 3 clusters Score -3.607378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 314567 members 
Entering Unmasked Estep 
Score: -36073776.000000 Penalty: 6280.320312
	Iteration 90Q: 3 clusters Score -3.607378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 314573 members 
Entering Unmasked Estep 
Score: -36073784.000000 Penalty: 6280.320312
	Iteration 91Q: 3 clusters Score -3.607378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 314579 members 
Entering Unmasked Estep 
Score: -36073780.000000 Penalty: 6280.320312
	Iteration 92Q: 3 clusters Score -3.607378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 314584 members 
Entering Unmasked Estep 
Score: -36073792.000000 Penalty: 6280.320312
	Iteration 93Q: 3 clusters Score -3.607379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 314587 members 
Entering Unmasked Estep 
Score: -36073796.000000 Penalty: 6280.320312
	Iteration 94Q: 3 clusters Score -3.60738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 314590 members 
Entering Unmasked Estep 
Score: -36073784.000000 Penalty: 6280.320312
	Iteration 95Q: 3 clusters Score -3.607378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 314594 members 
Entering Unmasked Estep 
Score: -36073776.000000 Penalty: 6280.320312
	Iteration 96Q: 3 clusters Score -3.607378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 314594 members 
Entering Unmasked Estep 
Score: -36073776.000000 Penalty: 6280.320312
	Iteration 97F: 3 clusters Score -3.607378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -411572.625000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -411572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -407921.468750 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -407921.5 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -408707.562500 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -408707.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -408875.562500 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -408875.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -408973.375000 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -408973.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -409024.812500 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -409024.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -409060.125000 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -409060.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -409081.812500 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -409081.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -409099.250000 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -409099.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -409111.437500 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -409111.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -409119.687500 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -409119.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -409128.125000 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -409128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -409134.250000 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -409134.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -409142.656250 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -409142.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -409151.500000 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -409151.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -409160.500000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -409160.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -409166.156250 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -409166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -409173.593750 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -409173.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -409181.656250 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -409181.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -409188.687500 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -409188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -409195.343750 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -409195.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -409203.281250 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -409203.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -409209.718750 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -409209.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -409215.687500 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -409215.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -409219.156250 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -409219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -409222.218750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -409222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -409226.156250 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -409226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -409227.625000 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -409227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -409228.625000 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -409228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -409231.031250 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -409231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -409234.000000 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -409234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -409236.656250 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -409236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -409238.437500 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -409238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -409240.187500 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -409240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -409241.125000 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -409241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -409242.187500 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -409242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -409243.281250 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -409243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -409243.656250 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -409243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -409243.656250 Penalty: 4063.652344
	Iteration 37F: 3 clusters Score -409243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -817020.437500 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -817020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -811179.062500 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -811179.1 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -812767.875000 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -812767.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -812977.625000 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -812977.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -813125.187500 Penalty: 4394.877930
	Iteration 3Q: 3 clusters Score -813125.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -813234.000000 Penalty: 4394.877930
	Iteration 4Q: 3 clusters Score -813234 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -813358.062500 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -813358.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -813489.375000 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -813489.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -813640.312500 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -813640.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -813833.937500 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -813833.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -814077.937500 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -814077.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -814303.687500 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -814303.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -814539.937500 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -814539.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -814755.937500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -814755.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -814927.500000 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -814927.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -815060.625000 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -815060.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -815173.437500 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -815173.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -815251.562500 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -815251.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -815305.312500 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -815305.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -815345.375000 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -815345.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -815370.437500 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -815370.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -815385.125000 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -815385.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -815397.125000 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -815397.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -815409.687500 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -815409.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -815413.937500 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -815413.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -815418.937500 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -815418.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -815428.250000 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -815428.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -815433.312500 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -815433.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -815439.062500 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -815439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -815438.937500 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -815438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -815441.750000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -815441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -815441.125000 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -815441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -815443.000000 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -815443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -815445.187500 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -815445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -815447.062500 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -815447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -815448.625000 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -815448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -815450.062500 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -815450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -815451.250000 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -815451.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -815458.125000 Penalty: 4394.877930
	Iteration 37Q: 3 clusters Score -815458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -815460.937500 Penalty: 4394.877930
	Iteration 38Q: 3 clusters Score -815460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -815463.937500 Penalty: 4394.877930
	Iteration 39Q: 3 clusters Score -815463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -815468.375000 Penalty: 4394.877930
	Iteration 40F: 3 clusters Score -815468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -815469.437500 Penalty: 4394.877930
	Iteration 41Q: 3 clusters Score -815469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -815473.000000 Penalty: 4394.877930
	Iteration 42Q: 3 clusters Score -815473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -815474.750000 Penalty: 4394.877930
	Iteration 43Q: 3 clusters Score -815474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -815476.312500 Penalty: 4394.877930
	Iteration 44Q: 3 clusters Score -815476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -815479.875000 Penalty: 4394.877930
	Iteration 45Q: 3 clusters Score -815479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -815480.750000 Penalty: 4394.877930
	Iteration 46Q: 3 clusters Score -815480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -815486.312500 Penalty: 4394.877930
	Iteration 47Q: 3 clusters Score -815486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -815486.500000 Penalty: 4394.877930
	Iteration 48Q: 3 clusters Score -815486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -815489.375000 Penalty: 4394.877930
	Iteration 49Q: 3 clusters Score -815489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -815490.937500 Penalty: 4394.877930
	Iteration 50Q: 3 clusters Score -815490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -815496.250000 Penalty: 4394.877930
	Iteration 51Q: 3 clusters Score -815496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -815499.875000 Penalty: 4394.877930
	Iteration 52Q: 3 clusters Score -815499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -815503.875000 Penalty: 4394.877930
	Iteration 53Q: 3 clusters Score -815503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -815508.625000 Penalty: 4394.877930
	Iteration 54Q: 3 clusters Score -815508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -815511.687500 Penalty: 4394.877930
	Iteration 55Q: 3 clusters Score -815511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -815511.125000 Penalty: 4394.877930
	Iteration 56Q: 3 clusters Score -815511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -815514.062500 Penalty: 4394.877930
	Iteration 57Q: 3 clusters Score -815514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -815516.937500 Penalty: 4394.877930
	Iteration 58Q: 3 clusters Score -815516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -815518.250000 Penalty: 4394.877930
	Iteration 59Q: 3 clusters Score -815518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -815519.250000 Penalty: 4394.877930
	Iteration 60F: 3 clusters Score -815519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -815520.812500 Penalty: 4394.877930
	Iteration 61Q: 3 clusters Score -815520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -815521.312500 Penalty: 4394.877930
	Iteration 62Q: 3 clusters Score -815521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -815520.250000 Penalty: 4394.877930
	Iteration 63Q: 3 clusters Score -815520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -815520.250000 Penalty: 4394.877930
	Iteration 64F: 3 clusters Score -815520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Entering Unmasked Estep 
Score: -4172850.250000 Penalty: 2598.772217
	Iteration 0F: 2 clusters Score -4172850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4148601.500000 Penalty: 5197.544434
	Iteration 0F: 3 clusters Score -4148602 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4157465.750000 Penalty: 5197.544434
	Iteration 1F: 3 clusters Score -4157466 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4158250.250000 Penalty: 5197.544434
	Iteration 2F: 3 clusters Score -4158250 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4159331.250000 Penalty: 5197.544434
	Iteration 3F: 3 clusters Score -4159331 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -4160940.000000 Penalty: 5197.544434
	Iteration 4F: 3 clusters Score -4160940 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4163371.500000 Penalty: 5197.544434
	Iteration 5F: 3 clusters Score -4163372 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4166384.000000 Penalty: 5197.544434
	Iteration 6F: 3 clusters Score -4166384 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4169034.250000 Penalty: 5197.544434
	Iteration 7F: 3 clusters Score -4169034 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4170436.500000 Penalty: 5197.544434
	Iteration 8Q: 3 clusters Score -4170436 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4170995.750000 Penalty: 5197.544434
	Iteration 9Q: 3 clusters Score -4170996 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4171243.500000 Penalty: 5197.544434
	Iteration 10Q: 3 clusters Score -4171244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4171344.750000 Penalty: 5197.544434
	Iteration 11Q: 3 clusters Score -4171345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4171400.750000 Penalty: 5197.544434
	Iteration 12Q: 3 clusters Score -4171401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4171432.750000 Penalty: 5197.544434
	Iteration 13Q: 3 clusters Score -4171433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4171443.000000 Penalty: 5197.544434
	Iteration 14Q: 3 clusters Score -4171443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4171451.750000 Penalty: 5197.544434
	Iteration 15Q: 3 clusters Score -4171452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4171459.000000 Penalty: 5197.544434
	Iteration 16Q: 3 clusters Score -4171459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4171459.750000 Penalty: 5197.544434
	Iteration 17Q: 3 clusters Score -4171460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4171454.250000 Penalty: 5197.544434
	Iteration 18Q: 3 clusters Score -4171454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4171460.250000 Penalty: 5197.544434
	Iteration 19Q: 3 clusters Score -4171460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4171458.750000 Penalty: 5197.544434
	Iteration 20F: 3 clusters Score -4171459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4171463.250000 Penalty: 5197.544434
	Iteration 21Q: 3 clusters Score -4171463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4171464.750000 Penalty: 5197.544434
	Iteration 22Q: 3 clusters Score -4171465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4171465.000000 Penalty: 5197.544434
	Iteration 23Q: 3 clusters Score -4171465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4171465.750000 Penalty: 5197.544434
	Iteration 24Q: 3 clusters Score -4171466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4171467.250000 Penalty: 5197.544434
	Iteration 25Q: 3 clusters Score -4171467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4171467.250000 Penalty: 5197.544434
	Iteration 26F: 3 clusters Score -4171467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -84053.546875 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -84053.55 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 428 members 
Entering Unmasked Estep 
Score: -82266.656250 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -82266.66 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82530.453125 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -82530.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82634.234375 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -82634.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -82692.296875 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -82692.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82752.742188 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -82752.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82819.210938 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -82819.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82894.554688 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -82894.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83001.132812 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -83001.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83202.179688 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -83202.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83346.343750 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -83346.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83453.523438 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -83453.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83533.375000 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -83533.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83596.687500 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -83596.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83685.250000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -83685.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83776.820312 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -83776.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -83826.671875 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -83826.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83892.265625 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -83892.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83937.171875 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -83937.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83997.203125 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -83997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -84008.000000 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -84008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84014.492188 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -84014.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -53884.269531 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -53884.27 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 275 members 
Entering Unmasked Estep 
Score: -52351.238281 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -52351.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52534.277344 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -52534.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52574.214844 Penalty: 3104.752441
	Iteration 2Q: 3 clusters Score -52574.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52595.507812 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -52595.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52602.488281 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -52602.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52605.441406 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52605.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52606.484375 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52606.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52607.000000 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -52607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52607.000000 Penalty: 3104.752441
	Iteration 8F: 3 clusters Score -52607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Entering Unmasked Estep 
Score: -2085868.375000 Penalty: 2429.231934
	Iteration 0F: 2 clusters Score -2085868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2073143.875000 Penalty: 4858.463867
	Iteration 0F: 3 clusters Score -2073144 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2077369.750000 Penalty: 4858.463867
	Iteration 1F: 3 clusters Score -2077370 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2077900.375000 Penalty: 4858.463867
	Iteration 2F: 3 clusters Score -2077900 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2078419.750000 Penalty: 4858.463867
	Iteration 3F: 3 clusters Score -2078420 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2078954.375000 Penalty: 4858.463867
	Iteration 4F: 3 clusters Score -2078954 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2079533.125000 Penalty: 4858.463867
	Iteration 5F: 3 clusters Score -2079533 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2080202.500000 Penalty: 4858.463867
	Iteration 6F: 3 clusters Score -2080202 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2080919.125000 Penalty: 4858.463867
	Iteration 7F: 3 clusters Score -2080919 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2081685.500000 Penalty: 4858.463867
	Iteration 8F: 3 clusters Score -2081686 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2082432.625000 Penalty: 4858.463867
	Iteration 9F: 3 clusters Score -2082433 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2083044.250000 Penalty: 4858.463867
	Iteration 10Q: 3 clusters Score -2083044 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2083419.750000 Penalty: 4858.463867
	Iteration 11Q: 3 clusters Score -2083420 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2083688.625000 Penalty: 4858.463867
	Iteration 12Q: 3 clusters Score -2083689 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2083865.875000 Penalty: 4858.463867
	Iteration 13Q: 3 clusters Score -2083866 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2084000.625000 Penalty: 4858.463867
	Iteration 14Q: 3 clusters Score -2084001 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2084089.125000 Penalty: 4858.463867
	Iteration 15Q: 3 clusters Score -2084089 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2084154.750000 Penalty: 4858.463867
	Iteration 16Q: 3 clusters Score -2084155 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2084220.500000 Penalty: 4858.463867
	Iteration 17Q: 3 clusters Score -2084220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2084274.250000 Penalty: 4858.463867
	Iteration 18Q: 3 clusters Score -2084274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2084320.750000 Penalty: 4858.463867
	Iteration 19Q: 3 clusters Score -2084321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2084363.125000 Penalty: 4858.463867
	Iteration 20F: 3 clusters Score -2084363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2084396.125000 Penalty: 4858.463867
	Iteration 21Q: 3 clusters Score -2084396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2084424.000000 Penalty: 4858.463867
	Iteration 22Q: 3 clusters Score -2084424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2084451.500000 Penalty: 4858.463867
	Iteration 23Q: 3 clusters Score -2084452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2084472.125000 Penalty: 4858.463867
	Iteration 24Q: 3 clusters Score -2084472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2084500.500000 Penalty: 4858.463867
	Iteration 25Q: 3 clusters Score -2084500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2084518.250000 Penalty: 4858.463867
	Iteration 26Q: 3 clusters Score -2084518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2084537.375000 Penalty: 4858.463867
	Iteration 27Q: 3 clusters Score -2084537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2084548.125000 Penalty: 4858.463867
	Iteration 28Q: 3 clusters Score -2084548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2084562.125000 Penalty: 4858.463867
	Iteration 29Q: 3 clusters Score -2084562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2084571.625000 Penalty: 4858.463867
	Iteration 30Q: 3 clusters Score -2084572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2084585.250000 Penalty: 4858.463867
	Iteration 31Q: 3 clusters Score -2084585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2084599.000000 Penalty: 4858.463867
	Iteration 32Q: 3 clusters Score -2084599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2084605.875000 Penalty: 4858.463867
	Iteration 33Q: 3 clusters Score -2084606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2084621.500000 Penalty: 4858.463867
	Iteration 34Q: 3 clusters Score -2084622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2084628.125000 Penalty: 4858.463867
	Iteration 35Q: 3 clusters Score -2084628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2084632.750000 Penalty: 4858.463867
	Iteration 36Q: 3 clusters Score -2084633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2084637.250000 Penalty: 4858.463867
	Iteration 37Q: 3 clusters Score -2084637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2084643.125000 Penalty: 4858.463867
	Iteration 38Q: 3 clusters Score -2084643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2084645.375000 Penalty: 4858.463867
	Iteration 39Q: 3 clusters Score -2084645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2084645.750000 Penalty: 4858.463867
	Iteration 40F: 3 clusters Score -2084646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2084645.000000 Penalty: 4858.463867
	Iteration 41Q: 3 clusters Score -2084645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2084645.125000 Penalty: 4858.463867
	Iteration 42Q: 3 clusters Score -2084645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2084645.125000 Penalty: 4858.463867
	Iteration 43Q: 3 clusters Score -2084645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2084648.000000 Penalty: 4858.463867
	Iteration 44Q: 3 clusters Score -2084648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2084645.750000 Penalty: 4858.463867
	Iteration 45Q: 3 clusters Score -2084646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2084648.000000 Penalty: 4858.463867
	Iteration 46Q: 3 clusters Score -2084648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2084647.625000 Penalty: 4858.463867
	Iteration 47Q: 3 clusters Score -2084648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2084647.625000 Penalty: 4858.463867
	Iteration 48F: 3 clusters Score -2084648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -112317.203125 Penalty: 1724.513672
	Iteration 0F: 2 clusters Score -112317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110341.531250 Penalty: 3449.027344
	Iteration 0F: 3 clusters Score -110341.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110659.085938 Penalty: 3449.027344
	Iteration 1F: 3 clusters Score -110659.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110771.804688 Penalty: 3449.027344
	Iteration 2F: 3 clusters Score -110771.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110827.453125 Penalty: 3449.027344
	Iteration 3Q: 3 clusters Score -110827.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110852.945312 Penalty: 3449.027344
	Iteration 4Q: 3 clusters Score -110852.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110874.101562 Penalty: 3449.027344
	Iteration 5Q: 3 clusters Score -110874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110882.921875 Penalty: 3449.027344
	Iteration 6Q: 3 clusters Score -110882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110890.328125 Penalty: 3449.027344
	Iteration 7Q: 3 clusters Score -110890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110893.867188 Penalty: 3449.027344
	Iteration 8Q: 3 clusters Score -110893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110902.312500 Penalty: 3449.027344
	Iteration 9Q: 3 clusters Score -110902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110911.117188 Penalty: 3449.027344
	Iteration 10Q: 3 clusters Score -110911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110921.796875 Penalty: 3449.027344
	Iteration 11Q: 3 clusters Score -110921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110929.414062 Penalty: 3449.027344
	Iteration 12Q: 3 clusters Score -110929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110938.156250 Penalty: 3449.027344
	Iteration 13Q: 3 clusters Score -110938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110953.273438 Penalty: 3449.027344
	Iteration 14Q: 3 clusters Score -110953.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110962.109375 Penalty: 3449.027344
	Iteration 15Q: 3 clusters Score -110962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110973.664062 Penalty: 3449.027344
	Iteration 16Q: 3 clusters Score -110973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110994.765625 Penalty: 3449.027344
	Iteration 17Q: 3 clusters Score -110994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111009.632812 Penalty: 3449.027344
	Iteration 18Q: 3 clusters Score -111009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111022.421875 Penalty: 3449.027344
	Iteration 19Q: 3 clusters Score -111022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111031.382812 Penalty: 3449.027344
	Iteration 20F: 3 clusters Score -111031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111034.562500 Penalty: 3449.027344
	Iteration 21Q: 3 clusters Score -111034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -111039.890625 Penalty: 3449.027344
	Iteration 22Q: 3 clusters Score -111039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -111045.203125 Penalty: 3449.027344
	Iteration 23Q: 3 clusters Score -111045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111048.515625 Penalty: 3449.027344
	Iteration 24Q: 3 clusters Score -111048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111053.828125 Penalty: 3449.027344
	Iteration 25Q: 3 clusters Score -111053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111063.859375 Penalty: 3449.027344
	Iteration 26Q: 3 clusters Score -111063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111070.601562 Penalty: 3449.027344
	Iteration 27Q: 3 clusters Score -111070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -111076.414062 Penalty: 3449.027344
	Iteration 28Q: 3 clusters Score -111076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111080.015625 Penalty: 3449.027344
	Iteration 29Q: 3 clusters Score -111080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111080.015625 Penalty: 3449.027344
	Iteration 30F: 3 clusters Score -111080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Entering Unmasked Estep 
Score: -11364228.000000 Penalty: 2850.973633
	Iteration 0F: 2 clusters Score -1.136423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -11298228.000000 Penalty: 5701.947266
	Iteration 0F: 3 clusters Score -1.129823e+07 nChanged 46568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -11324826.000000 Penalty: 5701.947266
	Iteration 1F: 3 clusters Score -1.132483e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -11325822.000000 Penalty: 5701.947266
	Iteration 2Q: 3 clusters Score -1.132582e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -11327070.000000 Penalty: 5701.947266
	Iteration 3Q: 3 clusters Score -1.132707e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -11329120.000000 Penalty: 5701.947266
	Iteration 4Q: 3 clusters Score -1.132912e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -11332583.000000 Penalty: 5701.947266
	Iteration 5F: 3 clusters Score -1.133258e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -11338298.000000 Penalty: 5701.947266
	Iteration 6F: 3 clusters Score -1.13383e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -11345892.000000 Penalty: 5701.947266
	Iteration 7F: 3 clusters Score -1.134589e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -11353413.000000 Penalty: 5701.947266
	Iteration 8F: 3 clusters Score -1.135341e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -11358331.000000 Penalty: 5701.947266
	Iteration 9F: 3 clusters Score -1.135833e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96960 members 
Entering Unmasked Estep 
Score: -11360497.000000 Penalty: 5701.947266
	Iteration 10Q: 3 clusters Score -1.13605e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -11361165.000000 Penalty: 5701.947266
	Iteration 11Q: 3 clusters Score -1.136116e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -11361406.000000 Penalty: 5701.947266
	Iteration 12Q: 3 clusters Score -1.136141e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -11361529.000000 Penalty: 5701.947266
	Iteration 13Q: 3 clusters Score -1.136153e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -11361582.000000 Penalty: 5701.947266
	Iteration 14Q: 3 clusters Score -1.136158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -11361637.000000 Penalty: 5701.947266
	Iteration 15Q: 3 clusters Score -1.136164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -11361653.000000 Penalty: 5701.947266
	Iteration 16Q: 3 clusters Score -1.136165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -11361670.000000 Penalty: 5701.947266
	Iteration 17Q: 3 clusters Score -1.136167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -11361679.000000 Penalty: 5701.947266
	Iteration 18Q: 3 clusters Score -1.136168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -11361683.000000 Penalty: 5701.947266
	Iteration 19Q: 3 clusters Score -1.136168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -11361683.000000 Penalty: 5701.947266
	Iteration 20F: 3 clusters Score -1.136168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -42760.253906 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -42760.25 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 213 members 
Entering Unmasked Estep 
Score: -41407.082031 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -41407.08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41665.855469 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -41665.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41727.058594 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -41727.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41734.753906 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -41734.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41745.378906 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -41745.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41750.398438 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -41750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41753.019531 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -41753.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41755.238281 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -41755.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41755.238281 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -41755.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1034038.625000 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -1034039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1026903.312500 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -1026903 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1028968.625000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -1028969 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1029228.000000 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -1029228 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1029406.437500 Penalty: 4526.647949
	Iteration 3Q: 3 clusters Score -1029406 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1029541.000000 Penalty: 4526.647949
	Iteration 4Q: 3 clusters Score -1029541 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1029652.000000 Penalty: 4526.647949
	Iteration 5Q: 3 clusters Score -1029652 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1029739.875000 Penalty: 4526.647949
	Iteration 6Q: 3 clusters Score -1029740 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1029808.312500 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -1029808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1029857.625000 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -1029858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1029903.187500 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -1029903 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1029945.625000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -1029946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1029987.500000 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -1029988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1030028.062500 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -1030028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1030064.187500 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -1030064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1030105.875000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -1030106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1030155.125000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -1030155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1030200.125000 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -1030200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1030270.437500 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -1030270 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1030341.875000 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -1030342 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1030415.937500 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -1030416 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1030494.000000 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -1030494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1030584.062500 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -1030584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1030671.625000 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -1030672 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1030784.250000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -1030784 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1030905.812500 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -1030906 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1031026.500000 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -1031026 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1031131.250000 Penalty: 4526.647949
	Iteration 26Q: 3 clusters Score -1031131 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1031220.625000 Penalty: 4526.647949
	Iteration 27Q: 3 clusters Score -1031221 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1031324.000000 Penalty: 4526.647949
	Iteration 28Q: 3 clusters Score -1031324 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1031425.687500 Penalty: 4526.647949
	Iteration 29Q: 3 clusters Score -1031426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1031518.562500 Penalty: 4526.647949
	Iteration 30Q: 3 clusters Score -1031519 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1031601.437500 Penalty: 4526.647949
	Iteration 31Q: 3 clusters Score -1031601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1031680.375000 Penalty: 4526.647949
	Iteration 32Q: 3 clusters Score -1031680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1031743.125000 Penalty: 4526.647949
	Iteration 33Q: 3 clusters Score -1031743 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1031807.625000 Penalty: 4526.647949
	Iteration 34Q: 3 clusters Score -1031808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1031853.750000 Penalty: 4526.647949
	Iteration 35Q: 3 clusters Score -1031854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1031901.750000 Penalty: 4526.647949
	Iteration 36Q: 3 clusters Score -1031902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1031940.125000 Penalty: 4526.647949
	Iteration 37Q: 3 clusters Score -1031940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1031973.625000 Penalty: 4526.647949
	Iteration 38Q: 3 clusters Score -1031974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1032018.812500 Penalty: 4526.647949
	Iteration 39Q: 3 clusters Score -1032019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1032070.812500 Penalty: 4526.647949
	Iteration 40F: 3 clusters Score -1032071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1032105.437500 Penalty: 4526.647949
	Iteration 41Q: 3 clusters Score -1032105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1032133.250000 Penalty: 4526.647949
	Iteration 42Q: 3 clusters Score -1032133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1032156.187500 Penalty: 4526.647949
	Iteration 43Q: 3 clusters Score -1032156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1032170.250000 Penalty: 4526.647949
	Iteration 44Q: 3 clusters Score -1032170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1032180.687500 Penalty: 4526.647949
	Iteration 45Q: 3 clusters Score -1032181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1032190.937500 Penalty: 4526.647949
	Iteration 46Q: 3 clusters Score -1032191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1032198.250000 Penalty: 4526.647949
	Iteration 47Q: 3 clusters Score -1032198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1032202.625000 Penalty: 4526.647949
	Iteration 48Q: 3 clusters Score -1032203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1032206.937500 Penalty: 4526.647949
	Iteration 49Q: 3 clusters Score -1032207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1032213.375000 Penalty: 4526.647949
	Iteration 50Q: 3 clusters Score -1032213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1032216.875000 Penalty: 4526.647949
	Iteration 51Q: 3 clusters Score -1032217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1032221.750000 Penalty: 4526.647949
	Iteration 52Q: 3 clusters Score -1032222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1032224.125000 Penalty: 4526.647949
	Iteration 53Q: 3 clusters Score -1032224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1032225.875000 Penalty: 4526.647949
	Iteration 54Q: 3 clusters Score -1032226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1032227.312500 Penalty: 4526.647949
	Iteration 55Q: 3 clusters Score -1032227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1032227.187500 Penalty: 4526.647949
	Iteration 56Q: 3 clusters Score -1032227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1032227.875000 Penalty: 4526.647949
	Iteration 57Q: 3 clusters Score -1032228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1032227.062500 Penalty: 4526.647949
	Iteration 58Q: 3 clusters Score -1032227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1032227.125000 Penalty: 4526.647949
	Iteration 59Q: 3 clusters Score -1032227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1032229.125000 Penalty: 4526.647949
	Iteration 60F: 3 clusters Score -1032229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (180559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180559 members 
Entering Unmasked Estep 
Score: -20741768.000000 Penalty: 3001.745605
	Iteration 0F: 2 clusters Score -2.074177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -20624754.000000 Penalty: 6003.491211
	Iteration 0F: 3 clusters Score -2.062475e+07 nChanged 86686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -20675118.000000 Penalty: 6003.491211
	Iteration 1F: 3 clusters Score -2.067512e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -20675832.000000 Penalty: 6003.491211
	Iteration 2Q: 3 clusters Score -2.067583e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -20676674.000000 Penalty: 6003.491211
	Iteration 3Q: 3 clusters Score -2.067667e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -20677786.000000 Penalty: 6003.491211
	Iteration 4Q: 3 clusters Score -2.067779e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 103657 members 
Entering Unmasked Estep 
Score: -20679474.000000 Penalty: 6003.491211
	Iteration 5Q: 3 clusters Score -2.067947e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -20682658.000000 Penalty: 6003.491211
	Iteration 6Q: 3 clusters Score -2.068266e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 121755 members 
Entering Unmasked Estep 
Score: -20688770.000000 Penalty: 6003.491211
	Iteration 7F: 3 clusters Score -2.068877e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -20699730.000000 Penalty: 6003.491211
	Iteration 8F: 3 clusters Score -2.069973e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 152449 members 
Entering Unmasked Estep 
Score: -20714648.000000 Penalty: 6003.491211
	Iteration 9F: 3 clusters Score -2.071465e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 166923 members 
Entering Unmasked Estep 
Score: -20727432.000000 Penalty: 6003.491211
	Iteration 10F: 3 clusters Score -2.072743e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -20734990.000000 Penalty: 6003.491211
	Iteration 11Q: 3 clusters Score -2.073499e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 179078 members 
Entering Unmasked Estep 
Score: -20737792.000000 Penalty: 6003.491211
	Iteration 12Q: 3 clusters Score -2.073779e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 180093 members 
Entering Unmasked Estep 
Score: -20738614.000000 Penalty: 6003.491211
	Iteration 13Q: 3 clusters Score -2.073861e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -20738914.000000 Penalty: 6003.491211
	Iteration 14Q: 3 clusters Score -2.073891e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180342 members 
Entering Unmasked Estep 
Score: -20738998.000000 Penalty: 6003.491211
	Iteration 15Q: 3 clusters Score -2.0739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180356 members 
Entering Unmasked Estep 
Score: -20739054.000000 Penalty: 6003.491211
	Iteration 16Q: 3 clusters Score -2.073905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 180364 members 
Entering Unmasked Estep 
Score: -20739050.000000 Penalty: 6003.491211
	Iteration 17Q: 3 clusters Score -2.073905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -20739066.000000 Penalty: 6003.491211
	Iteration 18Q: 3 clusters Score -2.073907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180369 members 
Entering Unmasked Estep 
Score: -20739090.000000 Penalty: 6003.491211
	Iteration 19Q: 3 clusters Score -2.073909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -20739106.000000 Penalty: 6003.491211
	Iteration 20F: 3 clusters Score -2.073911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -20739116.000000 Penalty: 6003.491211
	Iteration 21Q: 3 clusters Score -2.073912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -20739116.000000 Penalty: 6003.491211
	Iteration 22F: 3 clusters Score -2.073912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -19782.277344 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -19782.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18608.439453 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -18608.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18712.416016 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -18712.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18747.976562 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -18747.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18776.654297 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -18776.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18840.439453 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -18840.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18881.705078 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -18881.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18918.701172 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -18918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19006.025391 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -19006.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19020.810547 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -19020.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19043.599609 Penalty: 2703.715088
	Iteration 9Q: 3 clusters Score -19043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19043.599609 Penalty: 2703.715088
	Iteration 10F: 3 clusters Score -19043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -46763.242188 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -46763.24 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 244 members 
Entering Unmasked Estep 
Score: -45291.867188 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45291.87 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45575.671875 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -45575.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45857.382812 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -45857.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45934.812500 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -45934.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45973.890625 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -45973.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45995.761719 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -45995.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45998.300781 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -45998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45999.812500 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -45999.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45999.812500 Penalty: 3058.047119
	Iteration 8F: 3 clusters Score -45999.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Entering Unmasked Estep 
Score: -3847378.750000 Penalty: 2579.843506
	Iteration 0F: 2 clusters Score -3847379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3824985.250000 Penalty: 5159.687012
	Iteration 0F: 3 clusters Score -3824985 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3833092.000000 Penalty: 5159.687012
	Iteration 1F: 3 clusters Score -3833092 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3833487.250000 Penalty: 5159.687012
	Iteration 2Q: 3 clusters Score -3833487 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3833854.000000 Penalty: 5159.687012
	Iteration 3Q: 3 clusters Score -3833854 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3834148.250000 Penalty: 5159.687012
	Iteration 4Q: 3 clusters Score -3834148 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3834466.250000 Penalty: 5159.687012
	Iteration 5Q: 3 clusters Score -3834466 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3834881.500000 Penalty: 5159.687012
	Iteration 6Q: 3 clusters Score -3834882 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3835487.250000 Penalty: 5159.687012
	Iteration 7Q: 3 clusters Score -3835487 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3836322.500000 Penalty: 5159.687012
	Iteration 8Q: 3 clusters Score -3836322 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3837584.250000 Penalty: 5159.687012
	Iteration 9F: 3 clusters Score -3837584 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3839288.750000 Penalty: 5159.687012
	Iteration 10F: 3 clusters Score -3839289 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3841189.750000 Penalty: 5159.687012
	Iteration 11F: 3 clusters Score -3841190 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3842788.750000 Penalty: 5159.687012
	Iteration 12F: 3 clusters Score -3842789 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3843884.000000 Penalty: 5159.687012
	Iteration 13Q: 3 clusters Score -3843884 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3844453.750000 Penalty: 5159.687012
	Iteration 14Q: 3 clusters Score -3844454 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3844714.250000 Penalty: 5159.687012
	Iteration 15Q: 3 clusters Score -3844714 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3844857.500000 Penalty: 5159.687012
	Iteration 16Q: 3 clusters Score -3844858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3844934.250000 Penalty: 5159.687012
	Iteration 17Q: 3 clusters Score -3844934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3844979.250000 Penalty: 5159.687012
	Iteration 18Q: 3 clusters Score -3844979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3845014.750000 Penalty: 5159.687012
	Iteration 19Q: 3 clusters Score -3845015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3845033.000000 Penalty: 5159.687012
	Iteration 20F: 3 clusters Score -3845033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3845042.750000 Penalty: 5159.687012
	Iteration 21Q: 3 clusters Score -3845043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3845058.000000 Penalty: 5159.687012
	Iteration 22Q: 3 clusters Score -3845058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3845059.500000 Penalty: 5159.687012
	Iteration 23Q: 3 clusters Score -3845060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3845060.750000 Penalty: 5159.687012
	Iteration 24Q: 3 clusters Score -3845061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3845057.250000 Penalty: 5159.687012
	Iteration 25Q: 3 clusters Score -3845057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3845060.500000 Penalty: 5159.687012
	Iteration 26Q: 3 clusters Score -3845060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3845063.750000 Penalty: 5159.687012
	Iteration 27Q: 3 clusters Score -3845064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3845061.250000 Penalty: 5159.687012
	Iteration 28Q: 3 clusters Score -3845061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3845061.250000 Penalty: 5159.687012
	Iteration 29F: 3 clusters Score -3845061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (76870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Entering Unmasked Estep 
Score: -8957110.000000 Penalty: 2789.968018
	Iteration 0F: 2 clusters Score -8957110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -8905876.000000 Penalty: 5579.936035
	Iteration 0F: 3 clusters Score -8905876 nChanged 36059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8925855.000000 Penalty: 5579.936035
	Iteration 1F: 3 clusters Score -8925855 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8926598.000000 Penalty: 5579.936035
	Iteration 2Q: 3 clusters Score -8926598 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -8927437.000000 Penalty: 5579.936035
	Iteration 3Q: 3 clusters Score -8927437 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8928465.000000 Penalty: 5579.936035
	Iteration 4Q: 3 clusters Score -8928465 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8929883.000000 Penalty: 5579.936035
	Iteration 5Q: 3 clusters Score -8929883 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -8932008.000000 Penalty: 5579.936035
	Iteration 6F: 3 clusters Score -8932008 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -8934849.000000 Penalty: 5579.936035
	Iteration 7F: 3 clusters Score -8934849 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -8938895.000000 Penalty: 5579.936035
	Iteration 8F: 3 clusters Score -8938895 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -8943589.000000 Penalty: 5579.936035
	Iteration 9F: 3 clusters Score -8943589 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -8947706.000000 Penalty: 5579.936035
	Iteration 10F: 3 clusters Score -8947706 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -8950819.000000 Penalty: 5579.936035
	Iteration 11Q: 3 clusters Score -8950819 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -8952710.000000 Penalty: 5579.936035
	Iteration 12Q: 3 clusters Score -8952710 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -8953704.000000 Penalty: 5579.936035
	Iteration 13Q: 3 clusters Score -8953704 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -8954174.000000 Penalty: 5579.936035
	Iteration 14Q: 3 clusters Score -8954174 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -8954447.000000 Penalty: 5579.936035
	Iteration 15Q: 3 clusters Score -8954447 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -8954570.000000 Penalty: 5579.936035
	Iteration 16Q: 3 clusters Score -8954570 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -8954614.000000 Penalty: 5579.936035
	Iteration 17Q: 3 clusters Score -8954614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -8954666.000000 Penalty: 5579.936035
	Iteration 18Q: 3 clusters Score -8954666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -8954697.000000 Penalty: 5579.936035
	Iteration 19Q: 3 clusters Score -8954697 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -8954736.000000 Penalty: 5579.936035
	Iteration 20F: 3 clusters Score -8954736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -8954777.000000 Penalty: 5579.936035
	Iteration 21Q: 3 clusters Score -8954777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -8954787.000000 Penalty: 5579.936035
	Iteration 22Q: 3 clusters Score -8954787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -8954800.000000 Penalty: 5579.936035
	Iteration 23Q: 3 clusters Score -8954800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -8954820.000000 Penalty: 5579.936035
	Iteration 24Q: 3 clusters Score -8954820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -8954825.000000 Penalty: 5579.936035
	Iteration 25Q: 3 clusters Score -8954825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -8954820.000000 Penalty: 5579.936035
	Iteration 26Q: 3 clusters Score -8954820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -8954816.000000 Penalty: 5579.936035
	Iteration 27Q: 3 clusters Score -8954816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -8954832.000000 Penalty: 5579.936035
	Iteration 28Q: 3 clusters Score -8954832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -8954843.000000 Penalty: 5579.936035
	Iteration 29Q: 3 clusters Score -8954843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -8954857.000000 Penalty: 5579.936035
	Iteration 30Q: 3 clusters Score -8954857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -8954870.000000 Penalty: 5579.936035
	Iteration 31Q: 3 clusters Score -8954870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -8954868.000000 Penalty: 5579.936035
	Iteration 32Q: 3 clusters Score -8954868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -8954877.000000 Penalty: 5579.936035
	Iteration 33Q: 3 clusters Score -8954877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -8954881.000000 Penalty: 5579.936035
	Iteration 34Q: 3 clusters Score -8954881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -8954892.000000 Penalty: 5579.936035
	Iteration 35Q: 3 clusters Score -8954892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -8954901.000000 Penalty: 5579.936035
	Iteration 36Q: 3 clusters Score -8954901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -8954900.000000 Penalty: 5579.936035
	Iteration 37Q: 3 clusters Score -8954900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -8954910.000000 Penalty: 5579.936035
	Iteration 38Q: 3 clusters Score -8954910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -8954915.000000 Penalty: 5579.936035
	Iteration 39Q: 3 clusters Score -8954915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -8954937.000000 Penalty: 5579.936035
	Iteration 40F: 3 clusters Score -8954937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -8954942.000000 Penalty: 5579.936035
	Iteration 41Q: 3 clusters Score -8954942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -8954958.000000 Penalty: 5579.936035
	Iteration 42Q: 3 clusters Score -8954958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -8954973.000000 Penalty: 5579.936035
	Iteration 43Q: 3 clusters Score -8954973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -8954968.000000 Penalty: 5579.936035
	Iteration 44Q: 3 clusters Score -8954968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -8954977.000000 Penalty: 5579.936035
	Iteration 45Q: 3 clusters Score -8954977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -8954979.000000 Penalty: 5579.936035
	Iteration 46Q: 3 clusters Score -8954979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -8954985.000000 Penalty: 5579.936035
	Iteration 47Q: 3 clusters Score -8954985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -8954995.000000 Penalty: 5579.936035
	Iteration 48Q: 3 clusters Score -8954995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -8954998.000000 Penalty: 5579.936035
	Iteration 49Q: 3 clusters Score -8954998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -8955002.000000 Penalty: 5579.936035
	Iteration 50Q: 3 clusters Score -8955002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -8955008.000000 Penalty: 5579.936035
	Iteration 51Q: 3 clusters Score -8955008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -8955003.000000 Penalty: 5579.936035
	Iteration 52Q: 3 clusters Score -8955003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -8954990.000000 Penalty: 5579.936035
	Iteration 53Q: 3 clusters Score -8954990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -8954988.000000 Penalty: 5579.936035
	Iteration 54Q: 3 clusters Score -8954988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -8954988.000000 Penalty: 5579.936035
	Iteration 55Q: 3 clusters Score -8954988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -8954988.000000 Penalty: 5579.936035
	Iteration 56F: 3 clusters Score -8954988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -52657.453125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -52657.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51131.921875 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -51131.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51315.609375 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -51315.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51436.093750 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -51436.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51587.710938 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -51587.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52075.167969 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -52075.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52190.425781 Penalty: 3101.899170
	Iteration 5F: 3 clusters Score -52190.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52258.886719 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -52258.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52319.972656 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -52319.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52347.062500 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -52347.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52360.746094 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -52360.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52365.203125 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -52365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52391.437500 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -52391.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52413.164062 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -52413.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52439.203125 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -52439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52467.488281 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -52467.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52489.136719 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -52489.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52498.550781 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -52498.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52505.238281 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -52505.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52505.238281 Penalty: 3101.899170
	Iteration 18F: 3 clusters Score -52505.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 9218 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32199 members 
Mstep: Class 9 contains 87198 members 
Mstep: Class 10 contains 315507 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 35558 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17949 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 180559 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32945 members 
Mstep: Class 25 contains 76870 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570816.000000 Penalty: 89191.812500
Iteration 159Q: 27 clusters Score -1.145708e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32196 members 
Mstep: Class 9 contains 87230 members 
Mstep: Class 10 contains 315502 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 35560 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17947 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 180555 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32944 members 
Mstep: Class 25 contains 76861 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570816.000000 Penalty: 89191.812500
Iteration 160F: 27 clusters Score -1.145708e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32196 members 
Mstep: Class 9 contains 87262 members 
Mstep: Class 10 contains 315488 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 35559 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17945 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98305 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180555 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32943 members 
Mstep: Class 25 contains 76856 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570944.000000 Penalty: 89191.812500
Iteration 161Q: 27 clusters Score -1.145709e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32195 members 
Mstep: Class 9 contains 87288 members 
Mstep: Class 10 contains 315477 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 35562 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 180553 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32945 members 
Mstep: Class 25 contains 76845 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570856.000000 Penalty: 89191.812500
Iteration 162Q: 27 clusters Score -1.145709e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 9217 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32194 members 
Mstep: Class 9 contains 87320 members 
Mstep: Class 10 contains 315464 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 35563 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98305 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 180546 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32949 members 
Mstep: Class 25 contains 76835 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570856.000000 Penalty: 89191.812500
Iteration 163Q: 27 clusters Score -1.145709e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 9217 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32193 members 
Mstep: Class 9 contains 87350 members 
Mstep: Class 10 contains 315455 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7023 members 
Mstep: Class 13 contains 35564 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98304 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180543 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32949 members 
Mstep: Class 25 contains 76821 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570896.000000 Penalty: 89191.812500
Iteration 164Q: 27 clusters Score -1.145709e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20592 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32191 members 
Mstep: Class 9 contains 87383 members 
Mstep: Class 10 contains 315447 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 35563 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98304 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180541 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32947 members 
Mstep: Class 25 contains 76809 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571056.000000 Penalty: 89191.812500
Iteration 165Q: 27 clusters Score -1.145711e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9214 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20591 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32191 members 
Mstep: Class 9 contains 87414 members 
Mstep: Class 10 contains 315439 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 35562 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180539 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32948 members 
Mstep: Class 25 contains 76793 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571008.000000 Penalty: 89191.812500
Iteration 166Q: 27 clusters Score -1.14571e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 13455 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9215 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20590 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32191 members 
Mstep: Class 9 contains 87440 members 
Mstep: Class 10 contains 315438 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 35561 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17939 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180535 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32946 members 
Mstep: Class 25 contains 76780 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571032.000000 Penalty: 89191.812500
Iteration 167Q: 27 clusters Score -1.14571e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 13454 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9217 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20591 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32191 members 
Mstep: Class 9 contains 87466 members 
Mstep: Class 10 contains 315430 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 35560 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17939 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180534 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32948 members 
Mstep: Class 25 contains 76765 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571064.000000 Penalty: 89191.812500
Iteration 168Q: 27 clusters Score -1.145711e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 13453 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20591 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32191 members 
Mstep: Class 9 contains 87498 members 
Mstep: Class 10 contains 315418 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 35556 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98304 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180533 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32950 members 
Mstep: Class 25 contains 76755 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571136.000000 Penalty: 89191.812500
Iteration 169Q: 27 clusters Score -1.145711e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 13452 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9217 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20591 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32191 members 
Mstep: Class 9 contains 87525 members 
Mstep: Class 10 contains 315399 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 35551 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98305 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180531 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32954 members 
Mstep: Class 25 contains 76754 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571032.000000 Penalty: 89191.812500
Iteration 170Q: 27 clusters Score -1.14571e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 13451 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20588 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32190 members 
Mstep: Class 9 contains 87555 members 
Mstep: Class 10 contains 315389 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 35551 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180526 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32954 members 
Mstep: Class 25 contains 76744 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571176.000000 Penalty: 89191.812500
Iteration 171Q: 27 clusters Score -1.145712e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 13450 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20587 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32185 members 
Mstep: Class 9 contains 87580 members 
Mstep: Class 10 contains 315382 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 35554 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180523 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32952 members 
Mstep: Class 25 contains 76736 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571104.000000 Penalty: 89191.812500
Iteration 172Q: 27 clusters Score -1.145711e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20585 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32179 members 
Mstep: Class 9 contains 87597 members 
Mstep: Class 10 contains 315388 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 35549 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180520 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32952 members 
Mstep: Class 25 contains 76729 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571080.000000 Penalty: 89191.812500
Iteration 173Q: 27 clusters Score -1.145711e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20583 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32175 members 
Mstep: Class 9 contains 87619 members 
Mstep: Class 10 contains 315386 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 35543 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180518 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32950 members 
Mstep: Class 25 contains 76725 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571088.000000 Penalty: 89191.812500
Iteration 174Q: 27 clusters Score -1.145711e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9223 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20581 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32175 members 
Mstep: Class 9 contains 87643 members 
Mstep: Class 10 contains 315384 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 35541 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17930 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180514 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32951 members 
Mstep: Class 25 contains 76705 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571048.000000 Penalty: 89191.812500
Iteration 175Q: 27 clusters Score -1.14571e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20576 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32175 members 
Mstep: Class 9 contains 87670 members 
Mstep: Class 10 contains 315384 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180508 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32954 members 
Mstep: Class 25 contains 76691 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570992.000000 Penalty: 89191.812500
Iteration 176Q: 27 clusters Score -1.14571e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20576 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 87693 members 
Mstep: Class 10 contains 315378 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 35537 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180503 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76682 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571056.000000 Penalty: 89191.812500
Iteration 177Q: 27 clusters Score -1.145711e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 13448 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20576 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 87709 members 
Mstep: Class 10 contains 315376 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 35537 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 180497 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32957 members 
Mstep: Class 25 contains 76681 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571040.000000 Penalty: 89191.812500
Iteration 178Q: 27 clusters Score -1.14571e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 13447 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20574 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 87730 members 
Mstep: Class 10 contains 315367 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180490 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76677 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571104.000000 Penalty: 89191.812500
Iteration 179Q: 27 clusters Score -1.145711e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 13448 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20570 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 87750 members 
Mstep: Class 10 contains 315361 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180485 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32958 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570992.000000 Penalty: 89191.812500
Iteration 180F: 27 clusters Score -1.14571e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 13447 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20565 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 87772 members 
Mstep: Class 10 contains 315354 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180482 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76664 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570968.000000 Penalty: 89191.812500
Iteration 181Q: 27 clusters Score -1.14571e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 13446 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20562 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32174 members 
Mstep: Class 9 contains 87789 members 
Mstep: Class 10 contains 315352 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 180477 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76660 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571088.000000 Penalty: 89191.812500
Iteration 182Q: 27 clusters Score -1.145711e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 13445 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20561 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 87797 members 
Mstep: Class 10 contains 315350 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 180476 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76658 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571128.000000 Penalty: 89191.812500
Iteration 183Q: 27 clusters Score -1.145711e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 13443 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20560 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 87802 members 
Mstep: Class 10 contains 315350 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35537 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 180477 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32955 members 
Mstep: Class 25 contains 76656 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571088.000000 Penalty: 89191.812500
Iteration 184Q: 27 clusters Score -1.145711e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20558 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32172 members 
Mstep: Class 9 contains 87807 members 
Mstep: Class 10 contains 315345 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 180476 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32955 members 
Mstep: Class 25 contains 76657 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571128.000000 Penalty: 89191.812500
Iteration 185Q: 27 clusters Score -1.145711e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20559 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32170 members 
Mstep: Class 9 contains 87816 members 
Mstep: Class 10 contains 315337 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9198 members 
Mstep: Class 21 contains 180474 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76652 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571120.000000 Penalty: 89191.812500
Iteration 186Q: 27 clusters Score -1.145711e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20559 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87833 members 
Mstep: Class 10 contains 315334 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9199 members 
Mstep: Class 21 contains 180469 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32955 members 
Mstep: Class 25 contains 76643 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571152.000000 Penalty: 89191.812500
Iteration 187Q: 27 clusters Score -1.145712e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 13441 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20559 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87850 members 
Mstep: Class 10 contains 315329 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9199 members 
Mstep: Class 21 contains 180463 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32955 members 
Mstep: Class 25 contains 76638 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571112.000000 Penalty: 89191.812500
Iteration 188Q: 27 clusters Score -1.145711e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87866 members 
Mstep: Class 10 contains 315329 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9199 members 
Mstep: Class 21 contains 180454 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32954 members 
Mstep: Class 25 contains 76632 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571120.000000 Penalty: 89191.812500
Iteration 189Q: 27 clusters Score -1.145711e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 13441 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87879 members 
Mstep: Class 10 contains 315326 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9199 members 
Mstep: Class 21 contains 180450 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32954 members 
Mstep: Class 25 contains 76628 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571128.000000 Penalty: 89191.812500
Iteration 190Q: 27 clusters Score -1.145711e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 13439 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87887 members 
Mstep: Class 10 contains 315326 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9199 members 
Mstep: Class 21 contains 180449 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 76622 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571128.000000 Penalty: 89191.812500
Iteration 191Q: 27 clusters Score -1.145711e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 13436 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87900 members 
Mstep: Class 10 contains 315317 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9199 members 
Mstep: Class 21 contains 180447 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32958 members 
Mstep: Class 25 contains 76619 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571080.000000 Penalty: 89191.812500
Iteration 192Q: 27 clusters Score -1.145711e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32169 members 
Mstep: Class 9 contains 87916 members 
Mstep: Class 10 contains 315308 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35537 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9198 members 
Mstep: Class 21 contains 180445 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32960 members 
Mstep: Class 25 contains 76617 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571104.000000 Penalty: 89191.812500
Iteration 193Q: 27 clusters Score -1.145711e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32168 members 
Mstep: Class 9 contains 87928 members 
Mstep: Class 10 contains 315303 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9198 members 
Mstep: Class 21 contains 180441 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76612 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571064.000000 Penalty: 89191.812500
Iteration 194Q: 27 clusters Score -1.145711e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20556 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32166 members 
Mstep: Class 9 contains 87940 members 
Mstep: Class 10 contains 315304 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35540 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180436 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76610 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571072.000000 Penalty: 89191.812500
Iteration 195Q: 27 clusters Score -1.145711e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32165 members 
Mstep: Class 9 contains 87952 members 
Mstep: Class 10 contains 315305 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35540 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76605 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571048.000000 Penalty: 89191.812500
Iteration 196Q: 27 clusters Score -1.14571e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20552 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87957 members 
Mstep: Class 10 contains 315304 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180434 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571032.000000 Penalty: 89191.812500
Iteration 197Q: 27 clusters Score -1.14571e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87959 members 
Mstep: Class 10 contains 315302 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76603 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571048.000000 Penalty: 89191.812500
Iteration 198Q: 27 clusters Score -1.14571e+08 nChanged 3
Entering ConstructFrom: 
Score: -114571048.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (64001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Entering Unmasked Estep 
Score: -7468035.500000 Penalty: 2744.530273
	Iteration 0F: 2 clusters Score -7468036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7424938.500000 Penalty: 5489.060547
	Iteration 0F: 3 clusters Score -7424938 nChanged 29883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -7441650.000000 Penalty: 5489.060547
	Iteration 1F: 3 clusters Score -7441650 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -7442161.000000 Penalty: 5489.060547
	Iteration 2Q: 3 clusters Score -7442161 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -7442682.500000 Penalty: 5489.060547
	Iteration 3Q: 3 clusters Score -7442682 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -7443185.000000 Penalty: 5489.060547
	Iteration 4Q: 3 clusters Score -7443185 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -7443661.000000 Penalty: 5489.060547
	Iteration 5Q: 3 clusters Score -7443661 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -7444185.500000 Penalty: 5489.060547
	Iteration 6Q: 3 clusters Score -7444186 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -7444845.000000 Penalty: 5489.060547
	Iteration 7Q: 3 clusters Score -7444845 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -7445510.500000 Penalty: 5489.060547
	Iteration 8Q: 3 clusters Score -7445510 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7448237 nChanged 2737
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Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7451092 nChanged 3099
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Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7452942 nChanged 3113
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Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7456560 nChanged 2288
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Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7457665 nChanged 1702
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Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7458409 nChanged 1286
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Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7458851 nChanged 994
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Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7459141 nChanged 885
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Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7459371 nChanged 780
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Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7459610 nChanged 702
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Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7459799 nChanged 639
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Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 26056 members 
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	Iteration 24Q: 3 clusters Score -7459941 nChanged 555
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Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7460068 nChanged 488
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Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7460122 nChanged 443
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Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7460216 nChanged 384
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Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7460247 nChanged 291
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Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7460304 nChanged 244
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Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7460346 nChanged 218
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Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7460371 nChanged 166
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Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7460396 nChanged 155
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Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 26556 members 
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	Iteration 33Q: 3 clusters Score -7460392 nChanged 131
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Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7460388 nChanged 108
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Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7460404 nChanged 91
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Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7460394 nChanged 86
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Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 26714 members 
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	Iteration 37Q: 3 clusters Score -7460404 nChanged 84
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Mstep: Class 2 contains 26754 members 
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	Iteration 38Q: 3 clusters Score -7460408 nChanged 73
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Mstep: Class 1 contains 37212 members 
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	Iteration 39Q: 3 clusters Score -7460407 nChanged 70
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Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7460398 nChanged 59
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	Iteration 41Q: 3 clusters Score -7460400 nChanged 39
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	Iteration 42Q: 3 clusters Score -7460398 nChanged 35
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Mstep: Class 2 contains 26894 members 
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	Iteration 43Q: 3 clusters Score -7460410 nChanged 39
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7460414 nChanged 33
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	Iteration 45Q: 3 clusters Score -7460406 nChanged 36
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Mstep: Class 1 contains 37031 members 
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	Iteration 46Q: 3 clusters Score -7460405 nChanged 29
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Mstep: Class 1 contains 37012 members 
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	Iteration 47Q: 3 clusters Score -7460402 nChanged 29
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7460414 nChanged 28
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Mstep: Class 1 contains 36965 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7460418 nChanged 30
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Mstep: Class 1 contains 36937 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7460412 nChanged 30
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Mstep: Class 1 contains 36913 members 
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	Iteration 51Q: 3 clusters Score -7460400 nChanged 34
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Mstep: Class 1 contains 36883 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7460397 nChanged 45
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Mstep: Class 1 contains 36848 members 
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	Iteration 53Q: 3 clusters Score -7460397 nChanged 49
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Mstep: Class 1 contains 36807 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7460392 nChanged 51
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Mstep: Class 1 contains 36760 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7460400 nChanged 51
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Mstep: Class 1 contains 36721 members 
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	Iteration 56Q: 3 clusters Score -7460406 nChanged 45
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Mstep: Class 1 contains 36686 members 
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	Iteration 57Q: 3 clusters Score -7460410 nChanged 46
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Mstep: Class 1 contains 36646 members 
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	Iteration 58Q: 3 clusters Score -7460404 nChanged 42
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	Iteration 59Q: 3 clusters Score -7460413 nChanged 48
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Mstep: Class 1 contains 36560 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7460408 nChanged 45
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	Iteration 61Q: 3 clusters Score -7460408 nChanged 37
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Mstep: Class 1 contains 36486 members 
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	Iteration 62Q: 3 clusters Score -7460411 nChanged 42
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	Iteration 63Q: 3 clusters Score -7460420 nChanged 39
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7460424 nChanged 45
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	Iteration 65Q: 3 clusters Score -7460408 nChanged 37
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	Iteration 66Q: 3 clusters Score -7460407 nChanged 47
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7460400 nChanged 43
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	Iteration 68Q: 3 clusters Score -7460404 nChanged 44
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7460412 nChanged 37
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	Iteration 70Q: 3 clusters Score -7460408 nChanged 38
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7460422 nChanged 44
Entering Unmasked Mstep 
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	Iteration 72Q: 3 clusters Score -7460418 nChanged 50
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	Iteration 73Q: 3 clusters Score -7460428 nChanged 45
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	Iteration 74Q: 3 clusters Score -7460428 nChanged 46
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7460439 nChanged 36
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	Iteration 76Q: 3 clusters Score -7460442 nChanged 38
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	Iteration 77Q: 3 clusters Score -7460449 nChanged 39
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7460444 nChanged 31
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Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7460444 nChanged 37
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	Iteration 80F: 3 clusters Score -7460446 nChanged 40
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7460440 nChanged 31
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	Iteration 82Q: 3 clusters Score -7460449 nChanged 31
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7460458 nChanged 29
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	Iteration 84Q: 3 clusters Score -7460456 nChanged 25
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	Iteration 85Q: 3 clusters Score -7460458 nChanged 19
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	Iteration 86Q: 3 clusters Score -7460455 nChanged 25
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	Iteration 87Q: 3 clusters Score -7460456 nChanged 27
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	Iteration 88Q: 3 clusters Score -7460468 nChanged 30
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	Iteration 89Q: 3 clusters Score -7460479 nChanged 27
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	Iteration 90Q: 3 clusters Score -7460478 nChanged 26
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	Iteration 91Q: 3 clusters Score -7460492 nChanged 17
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	Iteration 92Q: 3 clusters Score -7460492 nChanged 15
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	Iteration 93Q: 3 clusters Score -7460496 nChanged 14
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	Iteration 94Q: 3 clusters Score -7460494 nChanged 13
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	Iteration 95Q: 3 clusters Score -7460491 nChanged 19
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	Iteration 96Q: 3 clusters Score -7460492 nChanged 9
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	Iteration 97Q: 3 clusters Score -7460490 nChanged 8
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	Iteration 98Q: 3 clusters Score -7460492 nChanged 7
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	Iteration 99Q: 3 clusters Score -7460494 nChanged 11
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	Iteration 100F: 3 clusters Score -7460494 nChanged 10
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	Iteration 101Q: 3 clusters Score -7460488 nChanged 12
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	Iteration 160F: 3 clusters Score -7460579 nChanged 13
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	Iteration 163Q: 3 clusters Score -7460590 nChanged 8
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	Iteration 169Q: 3 clusters Score -7460577 nChanged 18
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	Iteration 174Q: 3 clusters Score -7460587 nChanged 33
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	Iteration 175Q: 3 clusters Score -7460593 nChanged 31
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	Iteration 178Q: 3 clusters Score -7460612 nChanged 30
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	Iteration 179Q: 3 clusters Score -7460624 nChanged 29
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	Iteration 180F: 3 clusters Score -7460622 nChanged 27
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	Iteration 182Q: 3 clusters Score -7460614 nChanged 19
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	Iteration 184Q: 3 clusters Score -7460602 nChanged 14
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	Iteration 185Q: 3 clusters Score -7460611 nChanged 14
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	Iteration 186Q: 3 clusters Score -7460610 nChanged 10
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	Iteration 187Q: 3 clusters Score -7460616 nChanged 6
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	Iteration 188Q: 3 clusters Score -7460612 nChanged 10
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	Iteration 189Q: 3 clusters Score -7460604 nChanged 8
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	Iteration 191Q: 3 clusters Score -7460604 nChanged 11
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	Iteration 192Q: 3 clusters Score -7460598 nChanged 10
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	Iteration 193Q: 3 clusters Score -7460598 nChanged 16
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Score: -7460597.500000 Penalty: 5489.060547
	Iteration 195Q: 3 clusters Score -7460598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -7460598.500000 Penalty: 5489.060547
	Iteration 196Q: 3 clusters Score -7460598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -7460598.500000 Penalty: 5489.060547
	Iteration 197Q: 3 clusters Score -7460598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -7460614.000000 Penalty: 5489.060547
	Iteration 198Q: 3 clusters Score -7460614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7460604.500000 Penalty: 5489.060547
	Iteration 199Q: 3 clusters Score -7460604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7460614.000000 Penalty: 5489.060547
	Iteration 200F: 3 clusters Score -7460614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -7460610.000000 Penalty: 5489.060547
	Iteration 201Q: 3 clusters Score -7460610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -7460606.500000 Penalty: 5489.060547
	Iteration 202Q: 3 clusters Score -7460606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -7460620.500000 Penalty: 5489.060547
	Iteration 203Q: 3 clusters Score -7460620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -7460623.000000 Penalty: 5489.060547
	Iteration 204Q: 3 clusters Score -7460623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -7460619.500000 Penalty: 5489.060547
	Iteration 205Q: 3 clusters Score -7460620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7460617.500000 Penalty: 5489.060547
	Iteration 206Q: 3 clusters Score -7460618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -7460614.500000 Penalty: 5489.060547
	Iteration 207Q: 3 clusters Score -7460614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -7460611.500000 Penalty: 5489.060547
	Iteration 208Q: 3 clusters Score -7460612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7460620.000000 Penalty: 5489.060547
	Iteration 209Q: 3 clusters Score -7460620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -7460614.000000 Penalty: 5489.060547
	Iteration 210Q: 3 clusters Score -7460614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -7460619.000000 Penalty: 5489.060547
	Iteration 211Q: 3 clusters Score -7460619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -7460619.500000 Penalty: 5489.060547
	Iteration 212Q: 3 clusters Score -7460620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -7460615.000000 Penalty: 5489.060547
	Iteration 213Q: 3 clusters Score -7460615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7460620.500000 Penalty: 5489.060547
	Iteration 214Q: 3 clusters Score -7460620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7460618.000000 Penalty: 5489.060547
	Iteration 215Q: 3 clusters Score -7460618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -7460612.500000 Penalty: 5489.060547
	Iteration 216Q: 3 clusters Score -7460612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7460612.000000 Penalty: 5489.060547
	Iteration 217Q: 3 clusters Score -7460612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -7460614.000000 Penalty: 5489.060547
	Iteration 218Q: 3 clusters Score -7460614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -7460615.500000 Penalty: 5489.060547
	Iteration 219Q: 3 clusters Score -7460616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -7460610.000000 Penalty: 5489.060547
	Iteration 220F: 3 clusters Score -7460610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Entering Unmasked Estep 
Score: -1421898.125000 Penalty: 2357.374756
	Iteration 0F: 2 clusters Score -1421898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1412033.625000 Penalty: 4714.749512
	Iteration 0F: 3 clusters Score -1412034 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1415245.625000 Penalty: 4714.749512
	Iteration 1F: 3 clusters Score -1415246 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1415673.500000 Penalty: 4714.749512
	Iteration 2F: 3 clusters Score -1415674 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1416098.375000 Penalty: 4714.749512
	Iteration 3F: 3 clusters Score -1416098 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1416555.625000 Penalty: 4714.749512
	Iteration 4F: 3 clusters Score -1416556 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1417076.250000 Penalty: 4714.749512
	Iteration 5F: 3 clusters Score -1417076 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1417709.375000 Penalty: 4714.749512
	Iteration 6F: 3 clusters Score -1417709 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1418333.000000 Penalty: 4714.749512
	Iteration 7F: 3 clusters Score -1418333 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1418845.875000 Penalty: 4714.749512
	Iteration 8Q: 3 clusters Score -1418846 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1419292.500000 Penalty: 4714.749512
	Iteration 9Q: 3 clusters Score -1419292 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1419546.250000 Penalty: 4714.749512
	Iteration 10Q: 3 clusters Score -1419546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1419690.375000 Penalty: 4714.749512
	Iteration 11Q: 3 clusters Score -1419690 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1419801.500000 Penalty: 4714.749512
	Iteration 12Q: 3 clusters Score -1419802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1419882.000000 Penalty: 4714.749512
	Iteration 13Q: 3 clusters Score -1419882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1419947.750000 Penalty: 4714.749512
	Iteration 14Q: 3 clusters Score -1419948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1419997.125000 Penalty: 4714.749512
	Iteration 15Q: 3 clusters Score -1419997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1420027.500000 Penalty: 4714.749512
	Iteration 16Q: 3 clusters Score -1420028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1420049.250000 Penalty: 4714.749512
	Iteration 17Q: 3 clusters Score -1420049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1420076.000000 Penalty: 4714.749512
	Iteration 18Q: 3 clusters Score -1420076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1420105.875000 Penalty: 4714.749512
	Iteration 19Q: 3 clusters Score -1420106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1420118.250000 Penalty: 4714.749512
	Iteration 20F: 3 clusters Score -1420118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1420126.000000 Penalty: 4714.749512
	Iteration 21Q: 3 clusters Score -1420126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1420131.000000 Penalty: 4714.749512
	Iteration 22Q: 3 clusters Score -1420131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1420133.375000 Penalty: 4714.749512
	Iteration 23Q: 3 clusters Score -1420133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1420134.375000 Penalty: 4714.749512
	Iteration 24Q: 3 clusters Score -1420134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1420137.750000 Penalty: 4714.749512
	Iteration 25Q: 3 clusters Score -1420138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1420138.125000 Penalty: 4714.749512
	Iteration 26Q: 3 clusters Score -1420138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1420142.000000 Penalty: 4714.749512
	Iteration 27Q: 3 clusters Score -1420142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1420144.500000 Penalty: 4714.749512
	Iteration 28Q: 3 clusters Score -1420144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1420145.375000 Penalty: 4714.749512
	Iteration 29Q: 3 clusters Score -1420145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1420148.750000 Penalty: 4714.749512
	Iteration 30Q: 3 clusters Score -1420149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1420149.625000 Penalty: 4714.749512
	Iteration 31Q: 3 clusters Score -1420150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1420150.375000 Penalty: 4714.749512
	Iteration 32Q: 3 clusters Score -1420150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1420155.000000 Penalty: 4714.749512
	Iteration 33Q: 3 clusters Score -1420155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1420155.250000 Penalty: 4714.749512
	Iteration 34Q: 3 clusters Score -1420155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1420158.875000 Penalty: 4714.749512
	Iteration 35Q: 3 clusters Score -1420159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1420157.500000 Penalty: 4714.749512
	Iteration 36Q: 3 clusters Score -1420158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1420157.500000 Penalty: 4714.749512
	Iteration 37F: 3 clusters Score -1420158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -439653.625000 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -439653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -435756.687500 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -435756.7 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -436610.625000 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -436610.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -436763.437500 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -436763.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -436844.000000 Penalty: 4108.863770
	Iteration 3Q: 3 clusters Score -436844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -436900.531250 Penalty: 4108.863770
	Iteration 4Q: 3 clusters Score -436900.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -436941.437500 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -436941.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -436976.718750 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -436976.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -437003.031250 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -437003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -437032.312500 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -437032.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -437060.156250 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -437060.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -437085.593750 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -437085.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -437111.500000 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -437111.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -437142.156250 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -437142.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -437182.437500 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -437182.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -437221.156250 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -437221.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -437246.812500 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -437246.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -437275.906250 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -437275.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -437307.500000 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -437307.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -437341.531250 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -437341.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -437372.250000 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -437372.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -437400.781250 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -437400.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -437429.437500 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -437429.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -437455.937500 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -437455.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -437473.843750 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -437473.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -437487.375000 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -437487.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -437505.750000 Penalty: 4108.863770
	Iteration 25Q: 3 clusters Score -437505.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -437527.375000 Penalty: 4108.863770
	Iteration 26Q: 3 clusters Score -437527.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -437550.125000 Penalty: 4108.863770
	Iteration 27Q: 3 clusters Score -437550.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -437570.000000 Penalty: 4108.863770
	Iteration 28Q: 3 clusters Score -437570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -437586.562500 Penalty: 4108.863770
	Iteration 29Q: 3 clusters Score -437586.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -437606.968750 Penalty: 4108.863770
	Iteration 30Q: 3 clusters Score -437607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -437630.750000 Penalty: 4108.863770
	Iteration 31Q: 3 clusters Score -437630.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -437647.687500 Penalty: 4108.863770
	Iteration 32Q: 3 clusters Score -437647.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -437662.281250 Penalty: 4108.863770
	Iteration 33Q: 3 clusters Score -437662.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -437676.750000 Penalty: 4108.863770
	Iteration 34Q: 3 clusters Score -437676.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -437697.812500 Penalty: 4108.863770
	Iteration 35Q: 3 clusters Score -437697.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -437716.187500 Penalty: 4108.863770
	Iteration 36Q: 3 clusters Score -437716.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -437732.531250 Penalty: 4108.863770
	Iteration 37Q: 3 clusters Score -437732.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -437741.843750 Penalty: 4108.863770
	Iteration 38Q: 3 clusters Score -437741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -437745.906250 Penalty: 4108.863770
	Iteration 39Q: 3 clusters Score -437745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -437748.250000 Penalty: 4108.863770
	Iteration 40F: 3 clusters Score -437748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -437752.218750 Penalty: 4108.863770
	Iteration 41Q: 3 clusters Score -437752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -437756.218750 Penalty: 4108.863770
	Iteration 42Q: 3 clusters Score -437756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -437757.343750 Penalty: 4108.863770
	Iteration 43Q: 3 clusters Score -437757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -437758.093750 Penalty: 4108.863770
	Iteration 44Q: 3 clusters Score -437758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -437758.437500 Penalty: 4108.863770
	Iteration 45Q: 3 clusters Score -437758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -437758.656250 Penalty: 4108.863770
	Iteration 46Q: 3 clusters Score -437758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -437759.968750 Penalty: 4108.863770
	Iteration 47Q: 3 clusters Score -437760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -437760.125000 Penalty: 4108.863770
	Iteration 48Q: 3 clusters Score -437760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -437762.656250 Penalty: 4108.863770
	Iteration 49Q: 3 clusters Score -437762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -437763.437500 Penalty: 4108.863770
	Iteration 50Q: 3 clusters Score -437763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -437763.687500 Penalty: 4108.863770
	Iteration 51Q: 3 clusters Score -437763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -437763.687500 Penalty: 4108.863770
	Iteration 52F: 3 clusters Score -437763.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Entering Unmasked Estep 
Score: -1055396.625000 Penalty: 2264.051270
	Iteration 0F: 2 clusters Score -1055397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1048193.562500 Penalty: 4528.102539
	Iteration 0F: 3 clusters Score -1048194 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1050303.750000 Penalty: 4528.102539
	Iteration 1F: 3 clusters Score -1050304 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1050629.000000 Penalty: 4528.102539
	Iteration 2F: 3 clusters Score -1050629 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1050851.250000 Penalty: 4528.102539
	Iteration 3F: 3 clusters Score -1050851 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1051046.750000 Penalty: 4528.102539
	Iteration 4Q: 3 clusters Score -1051047 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1051236.875000 Penalty: 4528.102539
	Iteration 5Q: 3 clusters Score -1051237 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1051445.750000 Penalty: 4528.102539
	Iteration 6Q: 3 clusters Score -1051446 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1051704.000000 Penalty: 4528.102539
	Iteration 7Q: 3 clusters Score -1051704 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1051996.500000 Penalty: 4528.102539
	Iteration 8Q: 3 clusters Score -1051996 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1052322.000000 Penalty: 4528.102539
	Iteration 9Q: 3 clusters Score -1052322 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1052670.625000 Penalty: 4528.102539
	Iteration 10Q: 3 clusters Score -1052671 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1052942.250000 Penalty: 4528.102539
	Iteration 11Q: 3 clusters Score -1052942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1053132.125000 Penalty: 4528.102539
	Iteration 12Q: 3 clusters Score -1053132 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1053281.000000 Penalty: 4528.102539
	Iteration 13Q: 3 clusters Score -1053281 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1053390.750000 Penalty: 4528.102539
	Iteration 14Q: 3 clusters Score -1053391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1053444.625000 Penalty: 4528.102539
	Iteration 15Q: 3 clusters Score -1053445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1053484.875000 Penalty: 4528.102539
	Iteration 16Q: 3 clusters Score -1053485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1053510.000000 Penalty: 4528.102539
	Iteration 17Q: 3 clusters Score -1053510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1053523.625000 Penalty: 4528.102539
	Iteration 18Q: 3 clusters Score -1053524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1053544.000000 Penalty: 4528.102539
	Iteration 19Q: 3 clusters Score -1053544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1053566.750000 Penalty: 4528.102539
	Iteration 20F: 3 clusters Score -1053567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1053581.625000 Penalty: 4528.102539
	Iteration 21Q: 3 clusters Score -1053582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1053594.625000 Penalty: 4528.102539
	Iteration 22Q: 3 clusters Score -1053595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1053603.375000 Penalty: 4528.102539
	Iteration 23Q: 3 clusters Score -1053603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1053605.875000 Penalty: 4528.102539
	Iteration 24Q: 3 clusters Score -1053606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1053608.250000 Penalty: 4528.102539
	Iteration 25Q: 3 clusters Score -1053608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1053611.625000 Penalty: 4528.102539
	Iteration 26Q: 3 clusters Score -1053612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1053611.500000 Penalty: 4528.102539
	Iteration 27Q: 3 clusters Score -1053612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1053613.625000 Penalty: 4528.102539
	Iteration 28Q: 3 clusters Score -1053614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1053617.750000 Penalty: 4528.102539
	Iteration 29Q: 3 clusters Score -1053618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1053621.250000 Penalty: 4528.102539
	Iteration 30Q: 3 clusters Score -1053621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1053625.625000 Penalty: 4528.102539
	Iteration 31Q: 3 clusters Score -1053626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1053624.000000 Penalty: 4528.102539
	Iteration 32Q: 3 clusters Score -1053624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1053627.500000 Penalty: 4528.102539
	Iteration 33Q: 3 clusters Score -1053628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1053630.875000 Penalty: 4528.102539
	Iteration 34Q: 3 clusters Score -1053631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1053631.625000 Penalty: 4528.102539
	Iteration 35Q: 3 clusters Score -1053632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1053631.625000 Penalty: 4528.102539
	Iteration 36F: 3 clusters Score -1053632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -37645.097656 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37645.1 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 166 members 
Entering Unmasked Estep 
Score: -36312.257812 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36312.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36413.515625 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36413.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36456.179688 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36456.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36468.312500 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36468.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36468.312500 Penalty: 2923.623779
	Iteration 4F: 3 clusters Score -36468.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -2407826.750000 Penalty: 2462.829102
	Iteration 0F: 2 clusters Score -2407827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2393425.500000 Penalty: 4925.658203
	Iteration 0F: 3 clusters Score -2393426 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2398278.250000 Penalty: 4925.658203
	Iteration 1F: 3 clusters Score -2398278 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2398734.250000 Penalty: 4925.658203
	Iteration 2F: 3 clusters Score -2398734 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2399177.750000 Penalty: 4925.658203
	Iteration 3Q: 3 clusters Score -2399178 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2399688.250000 Penalty: 4925.658203
	Iteration 4F: 3 clusters Score -2399688 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2400353.750000 Penalty: 4925.658203
	Iteration 5F: 3 clusters Score -2400354 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2401307.750000 Penalty: 4925.658203
	Iteration 6F: 3 clusters Score -2401308 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2402477.750000 Penalty: 4925.658203
	Iteration 7F: 3 clusters Score -2402478 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2403719.250000 Penalty: 4925.658203
	Iteration 8F: 3 clusters Score -2403719 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2404699.500000 Penalty: 4925.658203
	Iteration 9Q: 3 clusters Score -2404700 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2405185.500000 Penalty: 4925.658203
	Iteration 10Q: 3 clusters Score -2405186 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2405426.750000 Penalty: 4925.658203
	Iteration 11Q: 3 clusters Score -2405427 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2405519.000000 Penalty: 4925.658203
	Iteration 12Q: 3 clusters Score -2405519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2405588.250000 Penalty: 4925.658203
	Iteration 13Q: 3 clusters Score -2405588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2405637.000000 Penalty: 4925.658203
	Iteration 14Q: 3 clusters Score -2405637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2405653.750000 Penalty: 4925.658203
	Iteration 15Q: 3 clusters Score -2405654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2405678.250000 Penalty: 4925.658203
	Iteration 16Q: 3 clusters Score -2405678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2405683.750000 Penalty: 4925.658203
	Iteration 17Q: 3 clusters Score -2405684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2405689.250000 Penalty: 4925.658203
	Iteration 18Q: 3 clusters Score -2405689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2405691.000000 Penalty: 4925.658203
	Iteration 19Q: 3 clusters Score -2405691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2405693.250000 Penalty: 4925.658203
	Iteration 20F: 3 clusters Score -2405693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2405690.750000 Penalty: 4925.658203
	Iteration 21Q: 3 clusters Score -2405691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2405690.750000 Penalty: 4925.658203
	Iteration 22F: 3 clusters Score -2405691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -363782.500000 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -363782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -360356.531250 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -360356.5 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -361059.187500 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -361059.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -361206.812500 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -361206.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -361272.593750 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -361272.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -361319.687500 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -361319.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -361366.343750 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -361366.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -361423.937500 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -361423.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -361486.031250 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -361486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -361552.375000 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -361552.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -361649.468750 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -361649.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -361756.500000 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -361756.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -361856.062500 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -361856.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -361947.125000 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -361947.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -362019.937500 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -362019.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -362092.687500 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -362092.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -362147.093750 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -362147.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -362205.781250 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -362205.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -362256.562500 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -362256.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -362299.312500 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -362299.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -362326.125000 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -362326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -362346.937500 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -362346.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -362367.406250 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -362367.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -362381.593750 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -362381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -362394.531250 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -362394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -362407.875000 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -362407.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -362415.937500 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -362415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -362426.468750 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -362426.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -362436.031250 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -362436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -362442.062500 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -362442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -362445.531250 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -362445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -362452.218750 Penalty: 4022.175781
	Iteration 30Q: 3 clusters Score -362452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -362457.687500 Penalty: 4022.175781
	Iteration 31Q: 3 clusters Score -362457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -362463.406250 Penalty: 4022.175781
	Iteration 32Q: 3 clusters Score -362463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -362467.812500 Penalty: 4022.175781
	Iteration 33Q: 3 clusters Score -362467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -362468.656250 Penalty: 4022.175781
	Iteration 34Q: 3 clusters Score -362468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -362470.312500 Penalty: 4022.175781
	Iteration 35Q: 3 clusters Score -362470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -362471.031250 Penalty: 4022.175781
	Iteration 36Q: 3 clusters Score -362471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -362471.031250 Penalty: 4022.175781
	Iteration 37F: 3 clusters Score -362471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Entering Unmasked Estep 
Score: -3618461.750000 Penalty: 2573.893555
	Iteration 0F: 2 clusters Score -3618462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3596558.500000 Penalty: 5147.787109
	Iteration 0F: 3 clusters Score -3596558 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3604627.000000 Penalty: 5147.787109
	Iteration 1F: 3 clusters Score -3604627 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3605310.750000 Penalty: 5147.787109
	Iteration 2F: 3 clusters Score -3605311 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3606275.000000 Penalty: 5147.787109
	Iteration 3F: 3 clusters Score -3606275 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3607517.250000 Penalty: 5147.787109
	Iteration 4F: 3 clusters Score -3607517 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3609271.000000 Penalty: 5147.787109
	Iteration 5F: 3 clusters Score -3609271 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3611452.000000 Penalty: 5147.787109
	Iteration 6F: 3 clusters Score -3611452 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3613447.000000 Penalty: 5147.787109
	Iteration 7F: 3 clusters Score -3613447 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3614818.500000 Penalty: 5147.787109
	Iteration 8Q: 3 clusters Score -3614818 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3615583.750000 Penalty: 5147.787109
	Iteration 9Q: 3 clusters Score -3615584 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3615968.750000 Penalty: 5147.787109
	Iteration 10Q: 3 clusters Score -3615969 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3616165.500000 Penalty: 5147.787109
	Iteration 11Q: 3 clusters Score -3616166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3616259.500000 Penalty: 5147.787109
	Iteration 12Q: 3 clusters Score -3616260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3616316.750000 Penalty: 5147.787109
	Iteration 13Q: 3 clusters Score -3616317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3616337.000000 Penalty: 5147.787109
	Iteration 14Q: 3 clusters Score -3616337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3616356.500000 Penalty: 5147.787109
	Iteration 15Q: 3 clusters Score -3616356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3616360.750000 Penalty: 5147.787109
	Iteration 16Q: 3 clusters Score -3616361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3616368.250000 Penalty: 5147.787109
	Iteration 17Q: 3 clusters Score -3616368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3616370.500000 Penalty: 5147.787109
	Iteration 18Q: 3 clusters Score -3616370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3616372.250000 Penalty: 5147.787109
	Iteration 19Q: 3 clusters Score -3616372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3616372.500000 Penalty: 5147.787109
	Iteration 20F: 3 clusters Score -3616372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Entering Unmasked Estep 
Score: -10220515.000000 Penalty: 2823.395508
	Iteration 0F: 2 clusters Score -1.022052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -10161648.000000 Penalty: 5646.791016
	Iteration 0F: 3 clusters Score -1.016165e+07 nChanged 41220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -10185473.000000 Penalty: 5646.791016
	Iteration 1F: 3 clusters Score -1.018547e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -10186464.000000 Penalty: 5646.791016
	Iteration 2Q: 3 clusters Score -1.018646e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -10187734.000000 Penalty: 5646.791016
	Iteration 3Q: 3 clusters Score -1.018773e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -10189382.000000 Penalty: 5646.791016
	Iteration 4Q: 3 clusters Score -1.018938e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -10191683.000000 Penalty: 5646.791016
	Iteration 5Q: 3 clusters Score -1.019168e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
Score: -10194990.000000 Penalty: 5646.791016
	Iteration 6F: 3 clusters Score -1.019499e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -10199371.000000 Penalty: 5646.791016
	Iteration 7F: 3 clusters Score -1.019937e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -10204039.000000 Penalty: 5646.791016
	Iteration 8F: 3 clusters Score -1.020404e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -10208143.000000 Penalty: 5646.791016
	Iteration 9F: 3 clusters Score -1.020814e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -10210843.000000 Penalty: 5646.791016
	Iteration 10Q: 3 clusters Score -1.021084e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -10212608.000000 Penalty: 5646.791016
	Iteration 11Q: 3 clusters Score -1.021261e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -10213912.000000 Penalty: 5646.791016
	Iteration 12Q: 3 clusters Score -1.021391e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -10214661.000000 Penalty: 5646.791016
	Iteration 13Q: 3 clusters Score -1.021466e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -10215328.000000 Penalty: 5646.791016
	Iteration 14Q: 3 clusters Score -1.021533e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -10215929.000000 Penalty: 5646.791016
	Iteration 15Q: 3 clusters Score -1.021593e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -10216369.000000 Penalty: 5646.791016
	Iteration 16Q: 3 clusters Score -1.021637e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -10216723.000000 Penalty: 5646.791016
	Iteration 17Q: 3 clusters Score -1.021672e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -10217015.000000 Penalty: 5646.791016
	Iteration 18Q: 3 clusters Score -1.021702e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -10217263.000000 Penalty: 5646.791016
	Iteration 19Q: 3 clusters Score -1.021726e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -10217472.000000 Penalty: 5646.791016
	Iteration 20F: 3 clusters Score -1.021747e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -10217680.000000 Penalty: 5646.791016
	Iteration 21Q: 3 clusters Score -1.021768e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -10217781.000000 Penalty: 5646.791016
	Iteration 22Q: 3 clusters Score -1.021778e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -10217921.000000 Penalty: 5646.791016
	Iteration 23Q: 3 clusters Score -1.021792e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -10218012.000000 Penalty: 5646.791016
	Iteration 24Q: 3 clusters Score -1.021801e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -10218091.000000 Penalty: 5646.791016
	Iteration 25Q: 3 clusters Score -1.021809e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -10218173.000000 Penalty: 5646.791016
	Iteration 26Q: 3 clusters Score -1.021817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -10218235.000000 Penalty: 5646.791016
	Iteration 27Q: 3 clusters Score -1.021824e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -10218290.000000 Penalty: 5646.791016
	Iteration 28Q: 3 clusters Score -1.021829e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -10218322.000000 Penalty: 5646.791016
	Iteration 29Q: 3 clusters Score -1.021832e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -10218355.000000 Penalty: 5646.791016
	Iteration 30Q: 3 clusters Score -1.021836e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -10218374.000000 Penalty: 5646.791016
	Iteration 31Q: 3 clusters Score -1.021837e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -10218388.000000 Penalty: 5646.791016
	Iteration 32Q: 3 clusters Score -1.021839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -10218419.000000 Penalty: 5646.791016
	Iteration 33Q: 3 clusters Score -1.021842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -10218419.000000 Penalty: 5646.791016
	Iteration 34Q: 3 clusters Score -1.021842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -10218421.000000 Penalty: 5646.791016
	Iteration 35Q: 3 clusters Score -1.021842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -10218430.000000 Penalty: 5646.791016
	Iteration 36Q: 3 clusters Score -1.021843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -10218447.000000 Penalty: 5646.791016
	Iteration 37Q: 3 clusters Score -1.021845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -10218444.000000 Penalty: 5646.791016
	Iteration 38Q: 3 clusters Score -1.021844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -10218458.000000 Penalty: 5646.791016
	Iteration 39Q: 3 clusters Score -1.021846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -10218458.000000 Penalty: 5646.791016
	Iteration 40F: 3 clusters Score -1.021846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -10218447.000000 Penalty: 5646.791016
	Iteration 41Q: 3 clusters Score -1.021845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -10218447.000000 Penalty: 5646.791016
	Iteration 42Q: 3 clusters Score -1.021845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -10218469.000000 Penalty: 5646.791016
	Iteration 43Q: 3 clusters Score -1.021847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -10218459.000000 Penalty: 5646.791016
	Iteration 44Q: 3 clusters Score -1.021846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -10218457.000000 Penalty: 5646.791016
	Iteration 45Q: 3 clusters Score -1.021846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -10218463.000000 Penalty: 5646.791016
	Iteration 46Q: 3 clusters Score -1.021846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -10218471.000000 Penalty: 5646.791016
	Iteration 47Q: 3 clusters Score -1.021847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10218475.000000 Penalty: 5646.791016
	Iteration 48Q: 3 clusters Score -1.021848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -10218486.000000 Penalty: 5646.791016
	Iteration 49Q: 3 clusters Score -1.021849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -10218479.000000 Penalty: 5646.791016
	Iteration 50Q: 3 clusters Score -1.021848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -10218476.000000 Penalty: 5646.791016
	Iteration 51Q: 3 clusters Score -1.021848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -10218477.000000 Penalty: 5646.791016
	Iteration 52Q: 3 clusters Score -1.021848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10218483.000000 Penalty: 5646.791016
	Iteration 53Q: 3 clusters Score -1.021848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10218487.000000 Penalty: 5646.791016
	Iteration 54Q: 3 clusters Score -1.021849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10218485.000000 Penalty: 5646.791016
	Iteration 55Q: 3 clusters Score -1.021848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -10218492.000000 Penalty: 5646.791016
	Iteration 56Q: 3 clusters Score -1.021849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -10218485.000000 Penalty: 5646.791016
	Iteration 57Q: 3 clusters Score -1.021848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -10218488.000000 Penalty: 5646.791016
	Iteration 58Q: 3 clusters Score -1.021849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -10218482.000000 Penalty: 5646.791016
	Iteration 59Q: 3 clusters Score -1.021848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -10218493.000000 Penalty: 5646.791016
	Iteration 60F: 3 clusters Score -1.021849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (315302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315302 members 
Entering Unmasked Estep 
Score: -36053344.000000 Penalty: 3139.999023
	Iteration 0F: 2 clusters Score -3.605334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
Score: -35856408.000000 Penalty: 6279.998047
	Iteration 0F: 3 clusters Score -3.585641e+07 nChanged 152844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 162853 members 
Entering Unmasked Estep 
Score: -35946960.000000 Penalty: 6279.998047
	Iteration 1F: 3 clusters Score -3.594696e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -35948304.000000 Penalty: 6279.998047
	Iteration 2Q: 3 clusters Score -3.59483e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 171146 members 
Entering Unmasked Estep 
Score: -35950672.000000 Penalty: 6279.998047
	Iteration 3Q: 3 clusters Score -3.595067e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136093 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -35954208.000000 Penalty: 6279.998047
	Iteration 4Q: 3 clusters Score -3.595421e+07 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 191127 members 
Entering Unmasked Estep 
Score: -35960648.000000 Penalty: 6279.998047
	Iteration 5Q: 3 clusters Score -3.596065e+07 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 207442 members 
Entering Unmasked Estep 
Score: -35970352.000000 Penalty: 6279.998047
	Iteration 6F: 3 clusters Score -3.597035e+07 nChanged 21666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 226978 members 
Entering Unmasked Estep 
Score: -35984060.000000 Penalty: 6279.998047
	Iteration 7F: 3 clusters Score -3.598406e+07 nChanged 21394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 246384 members 
Entering Unmasked Estep 
Score: -35999280.000000 Penalty: 6279.998047
	Iteration 8F: 3 clusters Score -3.599928e+07 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 261968 members 
Entering Unmasked Estep 
Score: -36012744.000000 Penalty: 6279.998047
	Iteration 9F: 3 clusters Score -3.601274e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 271873 members 
Entering Unmasked Estep 
Score: -36022196.000000 Penalty: 6279.998047
	Iteration 10Q: 3 clusters Score -3.60222e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 277654 members 
Entering Unmasked Estep 
Score: -36027796.000000 Penalty: 6279.998047
	Iteration 11Q: 3 clusters Score -3.60278e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 281505 members 
Entering Unmasked Estep 
Score: -36031124.000000 Penalty: 6279.998047
	Iteration 12Q: 3 clusters Score -3.603112e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 284552 members 
Entering Unmasked Estep 
Score: -36033420.000000 Penalty: 6279.998047
	Iteration 13Q: 3 clusters Score -3.603342e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 287388 members 
Entering Unmasked Estep 
Score: -36035268.000000 Penalty: 6279.998047
	Iteration 14Q: 3 clusters Score -3.603527e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 290049 members 
Entering Unmasked Estep 
Score: -36036988.000000 Penalty: 6279.998047
	Iteration 15Q: 3 clusters Score -3.603699e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 292569 members 
Entering Unmasked Estep 
Score: -36038256.000000 Penalty: 6279.998047
	Iteration 16Q: 3 clusters Score -3.603826e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 295009 members 
Entering Unmasked Estep 
Score: -36039400.000000 Penalty: 6279.998047
	Iteration 17Q: 3 clusters Score -3.60394e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 297302 members 
Entering Unmasked Estep 
Score: -36040920.000000 Penalty: 6279.998047
	Iteration 18Q: 3 clusters Score -3.604092e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 299399 members 
Entering Unmasked Estep 
Score: -36041904.000000 Penalty: 6279.998047
	Iteration 19Q: 3 clusters Score -3.60419e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 301322 members 
Entering Unmasked Estep 
Score: -36042940.000000 Penalty: 6279.998047
	Iteration 20F: 3 clusters Score -3.604294e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 303082 members 
Entering Unmasked Estep 
Score: -36043792.000000 Penalty: 6279.998047
	Iteration 21Q: 3 clusters Score -3.604379e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 304650 members 
Entering Unmasked Estep 
Score: -36044560.000000 Penalty: 6279.998047
	Iteration 22Q: 3 clusters Score -3.604456e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 306087 members 
Entering Unmasked Estep 
Score: -36045456.000000 Penalty: 6279.998047
	Iteration 23Q: 3 clusters Score -3.604546e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 307334 members 
Entering Unmasked Estep 
Score: -36046128.000000 Penalty: 6279.998047
	Iteration 24Q: 3 clusters Score -3.604613e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 308428 members 
Entering Unmasked Estep 
Score: -36046828.000000 Penalty: 6279.998047
	Iteration 25Q: 3 clusters Score -3.604683e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 309359 members 
Entering Unmasked Estep 
Score: -36047412.000000 Penalty: 6279.998047
	Iteration 26Q: 3 clusters Score -3.604741e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 310131 members 
Entering Unmasked Estep 
Score: -36047936.000000 Penalty: 6279.998047
	Iteration 27Q: 3 clusters Score -3.604794e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 310804 members 
Entering Unmasked Estep 
Score: -36048392.000000 Penalty: 6279.998047
	Iteration 28Q: 3 clusters Score -3.604839e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 311357 members 
Entering Unmasked Estep 
Score: -36048740.000000 Penalty: 6279.998047
	Iteration 29Q: 3 clusters Score -3.604874e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 311845 members 
Entering Unmasked Estep 
Score: -36049120.000000 Penalty: 6279.998047
	Iteration 30Q: 3 clusters Score -3.604912e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 312272 members 
Entering Unmasked Estep 
Score: -36049228.000000 Penalty: 6279.998047
	Iteration 31Q: 3 clusters Score -3.604923e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 312622 members 
Entering Unmasked Estep 
Score: -36049432.000000 Penalty: 6279.998047
	Iteration 32Q: 3 clusters Score -3.604943e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 312939 members 
Entering Unmasked Estep 
Score: -36049616.000000 Penalty: 6279.998047
	Iteration 33Q: 3 clusters Score -3.604962e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 313199 members 
Entering Unmasked Estep 
Score: -36049712.000000 Penalty: 6279.998047
	Iteration 34Q: 3 clusters Score -3.604971e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 313430 members 
Entering Unmasked Estep 
Score: -36049900.000000 Penalty: 6279.998047
	Iteration 35Q: 3 clusters Score -3.60499e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 313611 members 
Entering Unmasked Estep 
Score: -36050028.000000 Penalty: 6279.998047
	Iteration 36Q: 3 clusters Score -3.605003e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 313757 members 
Entering Unmasked Estep 
Score: -36050036.000000 Penalty: 6279.998047
	Iteration 37Q: 3 clusters Score -3.605004e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 313865 members 
Entering Unmasked Estep 
Score: -36050168.000000 Penalty: 6279.998047
	Iteration 38Q: 3 clusters Score -3.605017e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 313965 members 
Entering Unmasked Estep 
Score: -36050192.000000 Penalty: 6279.998047
	Iteration 39Q: 3 clusters Score -3.605019e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 314041 members 
Entering Unmasked Estep 
Score: -36050288.000000 Penalty: 6279.998047
	Iteration 40F: 3 clusters Score -3.605029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 314104 members 
Entering Unmasked Estep 
Score: -36050324.000000 Penalty: 6279.998047
	Iteration 41Q: 3 clusters Score -3.605032e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 314158 members 
Entering Unmasked Estep 
Score: -36050376.000000 Penalty: 6279.998047
	Iteration 42Q: 3 clusters Score -3.605038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 314211 members 
Entering Unmasked Estep 
Score: -36050412.000000 Penalty: 6279.998047
	Iteration 43Q: 3 clusters Score -3.605041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 314261 members 
Entering Unmasked Estep 
Score: -36050468.000000 Penalty: 6279.998047
	Iteration 44Q: 3 clusters Score -3.605047e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 314298 members 
Entering Unmasked Estep 
Score: -36050508.000000 Penalty: 6279.998047
	Iteration 45Q: 3 clusters Score -3.605051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 314323 members 
Entering Unmasked Estep 
Score: -36050528.000000 Penalty: 6279.998047
	Iteration 46Q: 3 clusters Score -3.605053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 314344 members 
Entering Unmasked Estep 
Score: -36050540.000000 Penalty: 6279.998047
	Iteration 47Q: 3 clusters Score -3.605054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 314364 members 
Entering Unmasked Estep 
Score: -36050556.000000 Penalty: 6279.998047
	Iteration 48Q: 3 clusters Score -3.605056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 314383 members 
Entering Unmasked Estep 
Score: -36050556.000000 Penalty: 6279.998047
	Iteration 49Q: 3 clusters Score -3.605056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 314394 members 
Entering Unmasked Estep 
Score: -36050572.000000 Penalty: 6279.998047
	Iteration 50Q: 3 clusters Score -3.605057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 314406 members 
Entering Unmasked Estep 
Score: -36050560.000000 Penalty: 6279.998047
	Iteration 51Q: 3 clusters Score -3.605056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 314412 members 
Entering Unmasked Estep 
Score: -36050580.000000 Penalty: 6279.998047
	Iteration 52Q: 3 clusters Score -3.605058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 314420 members 
Entering Unmasked Estep 
Score: -36050572.000000 Penalty: 6279.998047
	Iteration 53Q: 3 clusters Score -3.605057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 314429 members 
Entering Unmasked Estep 
Score: -36050580.000000 Penalty: 6279.998047
	Iteration 54Q: 3 clusters Score -3.605058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 314435 members 
Entering Unmasked Estep 
Score: -36050560.000000 Penalty: 6279.998047
	Iteration 55Q: 3 clusters Score -3.605056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 314443 members 
Entering Unmasked Estep 
Score: -36050560.000000 Penalty: 6279.998047
	Iteration 56Q: 3 clusters Score -3.605056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 314445 members 
Entering Unmasked Estep 
Score: -36050552.000000 Penalty: 6279.998047
	Iteration 57Q: 3 clusters Score -3.605055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 314447 members 
Entering Unmasked Estep 
Score: -36050552.000000 Penalty: 6279.998047
	Iteration 58Q: 3 clusters Score -3.605055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 314448 members 
Entering Unmasked Estep 
Score: -36050552.000000 Penalty: 6279.998047
	Iteration 59Q: 3 clusters Score -3.605055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 314448 members 
Entering Unmasked Estep 
Score: -36050552.000000 Penalty: 6279.998047
	Iteration 60F: 3 clusters Score -3.605055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -411572.625000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -411572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -407944.500000 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -407944.5 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -408722.406250 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -408722.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -408875.375000 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -408875.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -408961.968750 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -408962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -409021.031250 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -409021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -409053.156250 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -409053.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -409080.562500 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -409080.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -409103.250000 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -409103.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -409123.281250 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -409123.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -409138.031250 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -409138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -409147.093750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -409147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -409150.906250 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -409150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -409154.875000 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -409154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -409159.593750 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -409159.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -409165.843750 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -409165.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -409176.281250 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -409176.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -409185.843750 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -409185.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -409194.593750 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -409194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -409200.718750 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -409200.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -409205.562500 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -409205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -409211.125000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -409211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -409215.906250 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -409215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -409219.406250 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -409219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -409222.562500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -409222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -409226.218750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -409226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -409228.718750 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -409228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -409231.906250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -409231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -409233.843750 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -409233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -409235.781250 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -409235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -409238.156250 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -409238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -409238.718750 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -409238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -409238.906250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -409238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -409239.250000 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -409239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -409239.875000 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -409239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -409240.687500 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -409240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -409240.812500 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -409240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -409241.593750 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -409241.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -409241.593750 Penalty: 4063.652344
	Iteration 37F: 3 clusters Score -409241.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -810061.437500 Penalty: 2195.354492
	Iteration 0F: 2 clusters Score -810061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -804330.812500 Penalty: 4390.708984
	Iteration 0F: 3 clusters Score -804330.8 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -805810.312500 Penalty: 4390.708984
	Iteration 1F: 3 clusters Score -805810.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -806073.000000 Penalty: 4390.708984
	Iteration 2F: 3 clusters Score -806073 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -806258.562500 Penalty: 4390.708984
	Iteration 3F: 3 clusters Score -806258.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -806404.250000 Penalty: 4390.708984
	Iteration 4Q: 3 clusters Score -806404.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -806553.375000 Penalty: 4390.708984
	Iteration 5Q: 3 clusters Score -806553.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -806748.250000 Penalty: 4390.708984
	Iteration 6Q: 3 clusters Score -806748.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -806975.875000 Penalty: 4390.708984
	Iteration 7Q: 3 clusters Score -806975.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -807205.312500 Penalty: 4390.708984
	Iteration 8Q: 3 clusters Score -807205.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -807405.875000 Penalty: 4390.708984
	Iteration 9Q: 3 clusters Score -807405.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -807593.500000 Penalty: 4390.708984
	Iteration 10Q: 3 clusters Score -807593.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -807732.562500 Penalty: 4390.708984
	Iteration 11Q: 3 clusters Score -807732.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -807827.750000 Penalty: 4390.708984
	Iteration 12Q: 3 clusters Score -807827.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -807898.062500 Penalty: 4390.708984
	Iteration 13Q: 3 clusters Score -807898.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -807955.250000 Penalty: 4390.708984
	Iteration 14Q: 3 clusters Score -807955.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -807998.375000 Penalty: 4390.708984
	Iteration 15Q: 3 clusters Score -807998.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -808031.625000 Penalty: 4390.708984
	Iteration 16Q: 3 clusters Score -808031.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -808060.312500 Penalty: 4390.708984
	Iteration 17Q: 3 clusters Score -808060.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -808082.437500 Penalty: 4390.708984
	Iteration 18Q: 3 clusters Score -808082.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -808090.062500 Penalty: 4390.708984
	Iteration 19Q: 3 clusters Score -808090.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -808101.125000 Penalty: 4390.708984
	Iteration 20F: 3 clusters Score -808101.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -808111.125000 Penalty: 4390.708984
	Iteration 21Q: 3 clusters Score -808111.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -808117.437500 Penalty: 4390.708984
	Iteration 22Q: 3 clusters Score -808117.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -808124.062500 Penalty: 4390.708984
	Iteration 23Q: 3 clusters Score -808124.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -808127.625000 Penalty: 4390.708984
	Iteration 24Q: 3 clusters Score -808127.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -808132.437500 Penalty: 4390.708984
	Iteration 25Q: 3 clusters Score -808132.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -808135.875000 Penalty: 4390.708984
	Iteration 26Q: 3 clusters Score -808135.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -808138.750000 Penalty: 4390.708984
	Iteration 27Q: 3 clusters Score -808138.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -808140.500000 Penalty: 4390.708984
	Iteration 28Q: 3 clusters Score -808140.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -808145.562500 Penalty: 4390.708984
	Iteration 29Q: 3 clusters Score -808145.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -808149.625000 Penalty: 4390.708984
	Iteration 30Q: 3 clusters Score -808149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -808150.750000 Penalty: 4390.708984
	Iteration 31Q: 3 clusters Score -808150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -808154.375000 Penalty: 4390.708984
	Iteration 32Q: 3 clusters Score -808154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -808155.125000 Penalty: 4390.708984
	Iteration 33Q: 3 clusters Score -808155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -808156.812500 Penalty: 4390.708984
	Iteration 34Q: 3 clusters Score -808156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -808158.687500 Penalty: 4390.708984
	Iteration 35Q: 3 clusters Score -808158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -808157.312500 Penalty: 4390.708984
	Iteration 36Q: 3 clusters Score -808157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -808161.937500 Penalty: 4390.708984
	Iteration 37Q: 3 clusters Score -808161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -808163.000000 Penalty: 4390.708984
	Iteration 38Q: 3 clusters Score -808163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -808166.625000 Penalty: 4390.708984
	Iteration 39Q: 3 clusters Score -808166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -808169.000000 Penalty: 4390.708984
	Iteration 40F: 3 clusters Score -808169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -808173.125000 Penalty: 4390.708984
	Iteration 41Q: 3 clusters Score -808173.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -808177.187500 Penalty: 4390.708984
	Iteration 42Q: 3 clusters Score -808177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -808181.125000 Penalty: 4390.708984
	Iteration 43Q: 3 clusters Score -808181.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -808185.375000 Penalty: 4390.708984
	Iteration 44Q: 3 clusters Score -808185.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -808189.937500 Penalty: 4390.708984
	Iteration 45Q: 3 clusters Score -808189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -808192.625000 Penalty: 4390.708984
	Iteration 46Q: 3 clusters Score -808192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -808193.062500 Penalty: 4390.708984
	Iteration 47Q: 3 clusters Score -808193.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -808196.562500 Penalty: 4390.708984
	Iteration 48Q: 3 clusters Score -808196.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -808199.250000 Penalty: 4390.708984
	Iteration 49Q: 3 clusters Score -808199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -808203.562500 Penalty: 4390.708984
	Iteration 50Q: 3 clusters Score -808203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -808204.812500 Penalty: 4390.708984
	Iteration 51Q: 3 clusters Score -808204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -808205.000000 Penalty: 4390.708984
	Iteration 52Q: 3 clusters Score -808205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -808205.812500 Penalty: 4390.708984
	Iteration 53Q: 3 clusters Score -808205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -808207.375000 Penalty: 4390.708984
	Iteration 54Q: 3 clusters Score -808207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -808210.000000 Penalty: 4390.708984
	Iteration 55Q: 3 clusters Score -808210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -808211.125000 Penalty: 4390.708984
	Iteration 56Q: 3 clusters Score -808211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -808213.312500 Penalty: 4390.708984
	Iteration 57Q: 3 clusters Score -808213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -808213.000000 Penalty: 4390.708984
	Iteration 58Q: 3 clusters Score -808213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -808214.750000 Penalty: 4390.708984
	Iteration 59Q: 3 clusters Score -808214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -808216.062500 Penalty: 4390.708984
	Iteration 60F: 3 clusters Score -808216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -808216.000000 Penalty: 4390.708984
	Iteration 61Q: 3 clusters Score -808216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -808216.812500 Penalty: 4390.708984
	Iteration 62Q: 3 clusters Score -808216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -808221.625000 Penalty: 4390.708984
	Iteration 63Q: 3 clusters Score -808221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -808222.437500 Penalty: 4390.708984
	Iteration 64Q: 3 clusters Score -808222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -808225.125000 Penalty: 4390.708984
	Iteration 65Q: 3 clusters Score -808225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -808226.625000 Penalty: 4390.708984
	Iteration 66Q: 3 clusters Score -808226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -808225.750000 Penalty: 4390.708984
	Iteration 67Q: 3 clusters Score -808225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -808225.375000 Penalty: 4390.708984
	Iteration 68Q: 3 clusters Score -808225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -808224.687500 Penalty: 4390.708984
	Iteration 69Q: 3 clusters Score -808224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -808224.812500 Penalty: 4390.708984
	Iteration 70Q: 3 clusters Score -808224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -808226.750000 Penalty: 4390.708984
	Iteration 71Q: 3 clusters Score -808226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -808227.187500 Penalty: 4390.708984
	Iteration 72Q: 3 clusters Score -808227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -808226.125000 Penalty: 4390.708984
	Iteration 73Q: 3 clusters Score -808226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -808226.125000 Penalty: 4390.708984
	Iteration 74F: 3 clusters Score -808226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Entering Unmasked Estep 
Score: -4170536.500000 Penalty: 2598.632812
	Iteration 0F: 2 clusters Score -4170536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4146291.500000 Penalty: 5197.265625
	Iteration 0F: 3 clusters Score -4146292 nChanged 16137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4155110.750000 Penalty: 5197.265625
	Iteration 1F: 3 clusters Score -4155111 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4155536.750000 Penalty: 5197.265625
	Iteration 2Q: 3 clusters Score -4155537 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4155896.500000 Penalty: 5197.265625
	Iteration 3Q: 3 clusters Score -4155896 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4156221.250000 Penalty: 5197.265625
	Iteration 4Q: 3 clusters Score -4156221 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4156508.250000 Penalty: 5197.265625
	Iteration 5Q: 3 clusters Score -4156508 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4156815.500000 Penalty: 5197.265625
	Iteration 6Q: 3 clusters Score -4156816 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4157120.500000 Penalty: 5197.265625
	Iteration 7Q: 3 clusters Score -4157120 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4157547.000000 Penalty: 5197.265625
	Iteration 8Q: 3 clusters Score -4157547 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4158034.250000 Penalty: 5197.265625
	Iteration 9Q: 3 clusters Score -4158034 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4158600.500000 Penalty: 5197.265625
	Iteration 10Q: 3 clusters Score -4158600 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4159359.000000 Penalty: 5197.265625
	Iteration 11Q: 3 clusters Score -4159359 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4160299.000000 Penalty: 5197.265625
	Iteration 12Q: 3 clusters Score -4160299 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4161407.000000 Penalty: 5197.265625
	Iteration 13F: 3 clusters Score -4161407 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4162354.000000 Penalty: 5197.265625
	Iteration 14Q: 3 clusters Score -4162354 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4163033.500000 Penalty: 5197.265625
	Iteration 15Q: 3 clusters Score -4163034 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -4163496.500000 Penalty: 5197.265625
	Iteration 16Q: 3 clusters Score -4163496 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4163760.750000 Penalty: 5197.265625
	Iteration 17Q: 3 clusters Score -4163761 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4163917.500000 Penalty: 5197.265625
	Iteration 18Q: 3 clusters Score -4163918 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4164025.750000 Penalty: 5197.265625
	Iteration 19Q: 3 clusters Score -4164026 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -4164165.000000 Penalty: 5197.265625
	Iteration 20F: 3 clusters Score -4164165 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4164249.000000 Penalty: 5197.265625
	Iteration 21Q: 3 clusters Score -4164249 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4164336.750000 Penalty: 5197.265625
	Iteration 22Q: 3 clusters Score -4164337 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4164415.000000 Penalty: 5197.265625
	Iteration 23Q: 3 clusters Score -4164415 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4164503.250000 Penalty: 5197.265625
	Iteration 24Q: 3 clusters Score -4164503 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4164570.750000 Penalty: 5197.265625
	Iteration 25Q: 3 clusters Score -4164571 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4164624.500000 Penalty: 5197.265625
	Iteration 26Q: 3 clusters Score -4164624 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4164715.000000 Penalty: 5197.265625
	Iteration 27Q: 3 clusters Score -4164715 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4164755.500000 Penalty: 5197.265625
	Iteration 28Q: 3 clusters Score -4164756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4164837.000000 Penalty: 5197.265625
	Iteration 29Q: 3 clusters Score -4164837 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4164882.500000 Penalty: 5197.265625
	Iteration 30Q: 3 clusters Score -4164882 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4164936.000000 Penalty: 5197.265625
	Iteration 31Q: 3 clusters Score -4164936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4164992.250000 Penalty: 5197.265625
	Iteration 32Q: 3 clusters Score -4164992 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4165050.750000 Penalty: 5197.265625
	Iteration 33Q: 3 clusters Score -4165051 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4165102.500000 Penalty: 5197.265625
	Iteration 34Q: 3 clusters Score -4165102 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4165156.250000 Penalty: 5197.265625
	Iteration 35Q: 3 clusters Score -4165156 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4165235.500000 Penalty: 5197.265625
	Iteration 36Q: 3 clusters Score -4165236 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4165322.000000 Penalty: 5197.265625
	Iteration 37Q: 3 clusters Score -4165322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4165395.750000 Penalty: 5197.265625
	Iteration 38Q: 3 clusters Score -4165396 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -4165472.500000 Penalty: 5197.265625
	Iteration 39Q: 3 clusters Score -4165472 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4165607.500000 Penalty: 5197.265625
	Iteration 40F: 3 clusters Score -4165608 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4165712.250000 Penalty: 5197.265625
	Iteration 41Q: 3 clusters Score -4165712 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4165841.750000 Penalty: 5197.265625
	Iteration 42Q: 3 clusters Score -4165842 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4166000.000000 Penalty: 5197.265625
	Iteration 43Q: 3 clusters Score -4166000 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -4166156.500000 Penalty: 5197.265625
	Iteration 44Q: 3 clusters Score -4166156 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -4166310.250000 Penalty: 5197.265625
	Iteration 45Q: 3 clusters Score -4166310 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4166462.000000 Penalty: 5197.265625
	Iteration 46Q: 3 clusters Score -4166462 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4166612.500000 Penalty: 5197.265625
	Iteration 47Q: 3 clusters Score -4166612 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4166749.500000 Penalty: 5197.265625
	Iteration 48Q: 3 clusters Score -4166750 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4166912.250000 Penalty: 5197.265625
	Iteration 49Q: 3 clusters Score -4166912 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4167045.250000 Penalty: 5197.265625
	Iteration 50Q: 3 clusters Score -4167045 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4167186.750000 Penalty: 5197.265625
	Iteration 51Q: 3 clusters Score -4167187 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4167331.500000 Penalty: 5197.265625
	Iteration 52Q: 3 clusters Score -4167332 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4167491.000000 Penalty: 5197.265625
	Iteration 53Q: 3 clusters Score -4167491 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4167644.500000 Penalty: 5197.265625
	Iteration 54Q: 3 clusters Score -4167644 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4167804.750000 Penalty: 5197.265625
	Iteration 55Q: 3 clusters Score -4167805 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4167971.750000 Penalty: 5197.265625
	Iteration 56Q: 3 clusters Score -4167972 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4168075.750000 Penalty: 5197.265625
	Iteration 57Q: 3 clusters Score -4168076 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4168210.250000 Penalty: 5197.265625
	Iteration 58Q: 3 clusters Score -4168210 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4168321.000000 Penalty: 5197.265625
	Iteration 59Q: 3 clusters Score -4168321 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4168432.000000 Penalty: 5197.265625
	Iteration 60F: 3 clusters Score -4168432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4168544.250000 Penalty: 5197.265625
	Iteration 61Q: 3 clusters Score -4168544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4168628.750000 Penalty: 5197.265625
	Iteration 62Q: 3 clusters Score -4168629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4168704.250000 Penalty: 5197.265625
	Iteration 63Q: 3 clusters Score -4168704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4168777.250000 Penalty: 5197.265625
	Iteration 64Q: 3 clusters Score -4168777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4168843.000000 Penalty: 5197.265625
	Iteration 65Q: 3 clusters Score -4168843 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4168882.250000 Penalty: 5197.265625
	Iteration 66Q: 3 clusters Score -4168882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4168919.750000 Penalty: 5197.265625
	Iteration 67Q: 3 clusters Score -4168920 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4168949.750000 Penalty: 5197.265625
	Iteration 68Q: 3 clusters Score -4168950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4168976.500000 Penalty: 5197.265625
	Iteration 69Q: 3 clusters Score -4168976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4169004.750000 Penalty: 5197.265625
	Iteration 70Q: 3 clusters Score -4169005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4169010.250000 Penalty: 5197.265625
	Iteration 71Q: 3 clusters Score -4169010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4169028.500000 Penalty: 5197.265625
	Iteration 72Q: 3 clusters Score -4169028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4169058.500000 Penalty: 5197.265625
	Iteration 73Q: 3 clusters Score -4169058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4169078.000000 Penalty: 5197.265625
	Iteration 74Q: 3 clusters Score -4169078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4169098.500000 Penalty: 5197.265625
	Iteration 75Q: 3 clusters Score -4169098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4169104.500000 Penalty: 5197.265625
	Iteration 76Q: 3 clusters Score -4169104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4169099.750000 Penalty: 5197.265625
	Iteration 77Q: 3 clusters Score -4169100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4169114.500000 Penalty: 5197.265625
	Iteration 78Q: 3 clusters Score -4169114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4169120.750000 Penalty: 5197.265625
	Iteration 79Q: 3 clusters Score -4169121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4169130.500000 Penalty: 5197.265625
	Iteration 80F: 3 clusters Score -4169130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4169131.750000 Penalty: 5197.265625
	Iteration 81Q: 3 clusters Score -4169132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -4169137.250000 Penalty: 5197.265625
	Iteration 82Q: 3 clusters Score -4169137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4169137.500000 Penalty: 5197.265625
	Iteration 83Q: 3 clusters Score -4169138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4169138.500000 Penalty: 5197.265625
	Iteration 84Q: 3 clusters Score -4169138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4169136.250000 Penalty: 5197.265625
	Iteration 85Q: 3 clusters Score -4169136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4169137.000000 Penalty: 5197.265625
	Iteration 86Q: 3 clusters Score -4169137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4169137.000000 Penalty: 5197.265625
	Iteration 87F: 3 clusters Score -4169137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -84053.546875 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -84053.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82219.460938 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -82219.46 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82526.687500 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -82526.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82640.171875 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -82640.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82723.570312 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -82723.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82791.554688 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -82791.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82906.812500 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -82906.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82992.390625 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -82992.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83068.007812 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -83068.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83129.937500 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -83129.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83183.093750 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -83183.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83231.320312 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -83231.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83257.523438 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -83257.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83272.265625 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -83272.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83280.390625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -83280.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83286.601562 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -83286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83294.351562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -83294.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83301.062500 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -83301.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83308.851562 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -83308.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83320.703125 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -83320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83336.164062 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -83336.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83344.296875 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -83344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83349.875000 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -83349.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83354.945312 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -83354.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83359.914062 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -83359.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83359.914062 Penalty: 3347.384766
	Iteration 24F: 3 clusters Score -83359.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -53884.269531 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -53884.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52304.574219 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -52304.57 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52486.570312 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -52486.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52516.535156 Penalty: 3104.752441
	Iteration 2Q: 3 clusters Score -52516.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52531.753906 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -52531.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52534.042969 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -52534.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52534.042969 Penalty: 3104.752441
	Iteration 5F: 3 clusters Score -52534.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Entering Unmasked Estep 
Score: -2083820.875000 Penalty: 2428.983154
	Iteration 0F: 2 clusters Score -2083821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2071151.750000 Penalty: 4857.966309
	Iteration 0F: 3 clusters Score -2071152 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2075306.500000 Penalty: 4857.966309
	Iteration 1F: 3 clusters Score -2075306 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2075800.750000 Penalty: 4857.966309
	Iteration 2F: 3 clusters Score -2075801 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2076326.375000 Penalty: 4857.966309
	Iteration 3F: 3 clusters Score -2076326 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2076900.375000 Penalty: 4857.966309
	Iteration 4F: 3 clusters Score -2076900 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2077547.375000 Penalty: 4857.966309
	Iteration 5F: 3 clusters Score -2077547 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2078325.625000 Penalty: 4857.966309
	Iteration 6F: 3 clusters Score -2078326 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2079119.375000 Penalty: 4857.966309
	Iteration 7F: 3 clusters Score -2079119 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2079842.250000 Penalty: 4857.966309
	Iteration 8F: 3 clusters Score -2079842 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2080449.500000 Penalty: 4857.966309
	Iteration 9Q: 3 clusters Score -2080450 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2080901.625000 Penalty: 4857.966309
	Iteration 10Q: 3 clusters Score -2080902 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2081237.875000 Penalty: 4857.966309
	Iteration 11Q: 3 clusters Score -2081238 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2081512.250000 Penalty: 4857.966309
	Iteration 12Q: 3 clusters Score -2081512 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2081720.375000 Penalty: 4857.966309
	Iteration 13Q: 3 clusters Score -2081720 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2081887.625000 Penalty: 4857.966309
	Iteration 14Q: 3 clusters Score -2081888 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2082011.625000 Penalty: 4857.966309
	Iteration 15Q: 3 clusters Score -2082012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2082109.750000 Penalty: 4857.966309
	Iteration 16Q: 3 clusters Score -2082110 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2082188.625000 Penalty: 4857.966309
	Iteration 17Q: 3 clusters Score -2082189 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2082228.375000 Penalty: 4857.966309
	Iteration 18Q: 3 clusters Score -2082228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2082275.000000 Penalty: 4857.966309
	Iteration 19Q: 3 clusters Score -2082275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2082303.000000 Penalty: 4857.966309
	Iteration 20F: 3 clusters Score -2082303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2082335.750000 Penalty: 4857.966309
	Iteration 21Q: 3 clusters Score -2082336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2082360.625000 Penalty: 4857.966309
	Iteration 22Q: 3 clusters Score -2082361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2082387.625000 Penalty: 4857.966309
	Iteration 23Q: 3 clusters Score -2082388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2082415.625000 Penalty: 4857.966309
	Iteration 24Q: 3 clusters Score -2082416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2082433.375000 Penalty: 4857.966309
	Iteration 25Q: 3 clusters Score -2082433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2082456.875000 Penalty: 4857.966309
	Iteration 26Q: 3 clusters Score -2082457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2082475.625000 Penalty: 4857.966309
	Iteration 27Q: 3 clusters Score -2082476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2082490.375000 Penalty: 4857.966309
	Iteration 28Q: 3 clusters Score -2082490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2082508.375000 Penalty: 4857.966309
	Iteration 29Q: 3 clusters Score -2082508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2082520.625000 Penalty: 4857.966309
	Iteration 30Q: 3 clusters Score -2082521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2082531.875000 Penalty: 4857.966309
	Iteration 31Q: 3 clusters Score -2082532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2082539.875000 Penalty: 4857.966309
	Iteration 32Q: 3 clusters Score -2082540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2082550.625000 Penalty: 4857.966309
	Iteration 33Q: 3 clusters Score -2082551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2082559.750000 Penalty: 4857.966309
	Iteration 34Q: 3 clusters Score -2082560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2082569.875000 Penalty: 4857.966309
	Iteration 35Q: 3 clusters Score -2082570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2082579.875000 Penalty: 4857.966309
	Iteration 36Q: 3 clusters Score -2082580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2082581.500000 Penalty: 4857.966309
	Iteration 37Q: 3 clusters Score -2082582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2082585.875000 Penalty: 4857.966309
	Iteration 38Q: 3 clusters Score -2082586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2082590.500000 Penalty: 4857.966309
	Iteration 39Q: 3 clusters Score -2082590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2082594.500000 Penalty: 4857.966309
	Iteration 40F: 3 clusters Score -2082594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2082595.625000 Penalty: 4857.966309
	Iteration 41Q: 3 clusters Score -2082596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2082595.125000 Penalty: 4857.966309
	Iteration 42Q: 3 clusters Score -2082595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2082595.750000 Penalty: 4857.966309
	Iteration 43Q: 3 clusters Score -2082596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2082595.875000 Penalty: 4857.966309
	Iteration 44Q: 3 clusters Score -2082596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2082595.250000 Penalty: 4857.966309
	Iteration 45Q: 3 clusters Score -2082595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2082595.625000 Penalty: 4857.966309
	Iteration 46Q: 3 clusters Score -2082596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2082601.750000 Penalty: 4857.966309
	Iteration 47Q: 3 clusters Score -2082602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2082602.500000 Penalty: 4857.966309
	Iteration 48Q: 3 clusters Score -2082602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2082603.625000 Penalty: 4857.966309
	Iteration 49Q: 3 clusters Score -2082604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2082605.750000 Penalty: 4857.966309
	Iteration 50Q: 3 clusters Score -2082606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2082605.750000 Penalty: 4857.966309
	Iteration 51F: 3 clusters Score -2082606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -112317.203125 Penalty: 1724.513672
	Iteration 0F: 2 clusters Score -112317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110389.203125 Penalty: 3449.027344
	Iteration 0F: 3 clusters Score -110389.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110723.312500 Penalty: 3449.027344
	Iteration 1F: 3 clusters Score -110723.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110784.578125 Penalty: 3449.027344
	Iteration 2Q: 3 clusters Score -110784.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110812.093750 Penalty: 3449.027344
	Iteration 3Q: 3 clusters Score -110812.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110833.578125 Penalty: 3449.027344
	Iteration 4Q: 3 clusters Score -110833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110846.906250 Penalty: 3449.027344
	Iteration 5Q: 3 clusters Score -110846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110856.265625 Penalty: 3449.027344
	Iteration 6Q: 3 clusters Score -110856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110859.039062 Penalty: 3449.027344
	Iteration 7Q: 3 clusters Score -110859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110865.726562 Penalty: 3449.027344
	Iteration 8Q: 3 clusters Score -110865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110871.140625 Penalty: 3449.027344
	Iteration 9Q: 3 clusters Score -110871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110873.085938 Penalty: 3449.027344
	Iteration 10Q: 3 clusters Score -110873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110877.593750 Penalty: 3449.027344
	Iteration 11Q: 3 clusters Score -110877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110879.867188 Penalty: 3449.027344
	Iteration 12Q: 3 clusters Score -110879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110884.507812 Penalty: 3449.027344
	Iteration 13Q: 3 clusters Score -110884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110887.984375 Penalty: 3449.027344
	Iteration 14Q: 3 clusters Score -110888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110887.984375 Penalty: 3449.027344
	Iteration 15F: 3 clusters Score -110888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98309 members 
Entering Unmasked Estep 
Score: -11364368.000000 Penalty: 2850.975830
	Iteration 0F: 2 clusters Score -1.136437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -11298159.000000 Penalty: 5701.951660
	Iteration 0F: 3 clusters Score -1.129816e+07 nChanged 46642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -11324809.000000 Penalty: 5701.951660
	Iteration 1F: 3 clusters Score -1.132481e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -11325426.000000 Penalty: 5701.951660
	Iteration 2Q: 3 clusters Score -1.132543e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -11326203.000000 Penalty: 5701.951660
	Iteration 3Q: 3 clusters Score -1.13262e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -11327225.000000 Penalty: 5701.951660
	Iteration 4Q: 3 clusters Score -1.132722e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -11328954.000000 Penalty: 5701.951660
	Iteration 5Q: 3 clusters Score -1.132895e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -11331747.000000 Penalty: 5701.951660
	Iteration 6F: 3 clusters Score -1.133175e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -11336538.000000 Penalty: 5701.951660
	Iteration 7F: 3 clusters Score -1.133654e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -11343348.000000 Penalty: 5701.951660
	Iteration 8F: 3 clusters Score -1.134335e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -11351116.000000 Penalty: 5701.951660
	Iteration 9F: 3 clusters Score -1.135112e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -11356993.000000 Penalty: 5701.951660
	Iteration 10F: 3 clusters Score -1.135699e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -11360005.000000 Penalty: 5701.951660
	Iteration 11Q: 3 clusters Score -1.136e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11361115.000000 Penalty: 5701.951660
	Iteration 12Q: 3 clusters Score -1.136112e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11361518.000000 Penalty: 5701.951660
	Iteration 13Q: 3 clusters Score -1.136152e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11361686.000000 Penalty: 5701.951660
	Iteration 14Q: 3 clusters Score -1.136169e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11361756.000000 Penalty: 5701.951660
	Iteration 15Q: 3 clusters Score -1.136176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11361799.000000 Penalty: 5701.951660
	Iteration 16Q: 3 clusters Score -1.13618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11361834.000000 Penalty: 5701.951660
	Iteration 17Q: 3 clusters Score -1.136183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11361836.000000 Penalty: 5701.951660
	Iteration 18Q: 3 clusters Score -1.136184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11361852.000000 Penalty: 5701.951660
	Iteration 19Q: 3 clusters Score -1.136185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11361851.000000 Penalty: 5701.951660
	Iteration 20F: 3 clusters Score -1.136185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11361855.000000 Penalty: 5701.951660
	Iteration 21Q: 3 clusters Score -1.136186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11361853.000000 Penalty: 5701.951660
	Iteration 22Q: 3 clusters Score -1.136185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11361857.000000 Penalty: 5701.951660
	Iteration 23Q: 3 clusters Score -1.136186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11361856.000000 Penalty: 5701.951660
	Iteration 24Q: 3 clusters Score -1.136186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11361856.000000 Penalty: 5701.951660
	Iteration 25F: 3 clusters Score -1.136186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -42760.253906 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -42760.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41361.429688 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -41361.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41530.699219 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -41530.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41637.023438 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -41637.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41692.617188 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -41692.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41724.175781 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -41724.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41754.519531 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -41754.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41775.765625 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -41775.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41778.816406 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -41778.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41778.816406 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -41778.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -1034382.312500 Penalty: 2263.404785
	Iteration 0F: 2 clusters Score -1034382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1027276.500000 Penalty: 4526.809570
	Iteration 0F: 3 clusters Score -1027276 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1029228.687500 Penalty: 4526.809570
	Iteration 1F: 3 clusters Score -1029229 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1029526.937500 Penalty: 4526.809570
	Iteration 2F: 3 clusters Score -1029527 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1029729.062500 Penalty: 4526.809570
	Iteration 3Q: 3 clusters Score -1029729 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1029885.812500 Penalty: 4526.809570
	Iteration 4Q: 3 clusters Score -1029886 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1029997.375000 Penalty: 4526.809570
	Iteration 5Q: 3 clusters Score -1029997 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1030105.375000 Penalty: 4526.809570
	Iteration 6Q: 3 clusters Score -1030105 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1030199.187500 Penalty: 4526.809570
	Iteration 7Q: 3 clusters Score -1030199 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1030301.812500 Penalty: 4526.809570
	Iteration 8Q: 3 clusters Score -1030302 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1030395.375000 Penalty: 4526.809570
	Iteration 9Q: 3 clusters Score -1030395 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1030483.937500 Penalty: 4526.809570
	Iteration 10Q: 3 clusters Score -1030484 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1030565.875000 Penalty: 4526.809570
	Iteration 11Q: 3 clusters Score -1030566 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1030642.812500 Penalty: 4526.809570
	Iteration 12Q: 3 clusters Score -1030643 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1030734.937500 Penalty: 4526.809570
	Iteration 13Q: 3 clusters Score -1030735 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1030819.375000 Penalty: 4526.809570
	Iteration 14Q: 3 clusters Score -1030819 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1030900.250000 Penalty: 4526.809570
	Iteration 15Q: 3 clusters Score -1030900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1030983.187500 Penalty: 4526.809570
	Iteration 16Q: 3 clusters Score -1030983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1031072.875000 Penalty: 4526.809570
	Iteration 17Q: 3 clusters Score -1031073 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1031163.687500 Penalty: 4526.809570
	Iteration 18Q: 3 clusters Score -1031164 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1031238.312500 Penalty: 4526.809570
	Iteration 19Q: 3 clusters Score -1031238 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1031313.312500 Penalty: 4526.809570
	Iteration 20F: 3 clusters Score -1031313 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1031365.812500 Penalty: 4526.809570
	Iteration 21Q: 3 clusters Score -1031366 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1031411.062500 Penalty: 4526.809570
	Iteration 22Q: 3 clusters Score -1031411 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1031439.812500 Penalty: 4526.809570
	Iteration 23Q: 3 clusters Score -1031440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1031463.937500 Penalty: 4526.809570
	Iteration 24Q: 3 clusters Score -1031464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1031476.312500 Penalty: 4526.809570
	Iteration 25Q: 3 clusters Score -1031476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1031484.937500 Penalty: 4526.809570
	Iteration 26Q: 3 clusters Score -1031485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1031492.375000 Penalty: 4526.809570
	Iteration 27Q: 3 clusters Score -1031492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1031497.562500 Penalty: 4526.809570
	Iteration 28Q: 3 clusters Score -1031498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1031502.812500 Penalty: 4526.809570
	Iteration 29Q: 3 clusters Score -1031503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1031509.812500 Penalty: 4526.809570
	Iteration 30Q: 3 clusters Score -1031510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1031513.937500 Penalty: 4526.809570
	Iteration 31Q: 3 clusters Score -1031514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1031519.437500 Penalty: 4526.809570
	Iteration 32Q: 3 clusters Score -1031519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1031523.875000 Penalty: 4526.809570
	Iteration 33Q: 3 clusters Score -1031524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1031527.437500 Penalty: 4526.809570
	Iteration 34Q: 3 clusters Score -1031527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1031532.125000 Penalty: 4526.809570
	Iteration 35Q: 3 clusters Score -1031532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1031540.375000 Penalty: 4526.809570
	Iteration 36Q: 3 clusters Score -1031540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1031548.312500 Penalty: 4526.809570
	Iteration 37Q: 3 clusters Score -1031548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1031555.812500 Penalty: 4526.809570
	Iteration 38Q: 3 clusters Score -1031556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1031560.312500 Penalty: 4526.809570
	Iteration 39Q: 3 clusters Score -1031560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1031565.500000 Penalty: 4526.809570
	Iteration 40F: 3 clusters Score -1031566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1031567.250000 Penalty: 4526.809570
	Iteration 41Q: 3 clusters Score -1031567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1031572.250000 Penalty: 4526.809570
	Iteration 42Q: 3 clusters Score -1031572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1031573.625000 Penalty: 4526.809570
	Iteration 43Q: 3 clusters Score -1031574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1031578.750000 Penalty: 4526.809570
	Iteration 44Q: 3 clusters Score -1031579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1031579.812500 Penalty: 4526.809570
	Iteration 45Q: 3 clusters Score -1031580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1031579.125000 Penalty: 4526.809570
	Iteration 46Q: 3 clusters Score -1031579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1031579.187500 Penalty: 4526.809570
	Iteration 47Q: 3 clusters Score -1031579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1031581.562500 Penalty: 4526.809570
	Iteration 48Q: 3 clusters Score -1031582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1031580.375000 Penalty: 4526.809570
	Iteration 49Q: 3 clusters Score -1031580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1031583.312500 Penalty: 4526.809570
	Iteration 50Q: 3 clusters Score -1031583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1031581.812500 Penalty: 4526.809570
	Iteration 51Q: 3 clusters Score -1031582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1031583.437500 Penalty: 4526.809570
	Iteration 52Q: 3 clusters Score -1031583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1031583.437500 Penalty: 4526.809570
	Iteration 53Q: 3 clusters Score -1031583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1031584.687500 Penalty: 4526.809570
	Iteration 54Q: 3 clusters Score -1031585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1031586.687500 Penalty: 4526.809570
	Iteration 55Q: 3 clusters Score -1031587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1031586.125000 Penalty: 4526.809570
	Iteration 56Q: 3 clusters Score -1031586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1031584.375000 Penalty: 4526.809570
	Iteration 57Q: 3 clusters Score -1031584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1031583.812500 Penalty: 4526.809570
	Iteration 58Q: 3 clusters Score -1031584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1031583.812500 Penalty: 4526.809570
	Iteration 59F: 3 clusters Score -1031584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (180433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Entering Unmasked Estep 
Score: -20727450.000000 Penalty: 3001.572510
	Iteration 0F: 2 clusters Score -2.072745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -20610818.000000 Penalty: 6003.145020
	Iteration 0F: 3 clusters Score -2.061082e+07 nChanged 86439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -20662134.000000 Penalty: 6003.145020
	Iteration 1F: 3 clusters Score -2.066213e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -20664746.000000 Penalty: 6003.145020
	Iteration 2Q: 3 clusters Score -2.066475e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -20669632.000000 Penalty: 6003.145020
	Iteration 3F: 3 clusters Score -2.066963e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127361 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -20678066.000000 Penalty: 6003.145020
	Iteration 4F: 3 clusters Score -2.067807e+07 nChanged 16171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -20691886.000000 Penalty: 6003.145020
	Iteration 5F: 3 clusters Score -2.069189e+07 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -20707596.000000 Penalty: 6003.145020
	Iteration 6F: 3 clusters Score -2.07076e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172132 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -20718306.000000 Penalty: 6003.145020
	Iteration 7F: 3 clusters Score -2.071831e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177759 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20722802.000000 Penalty: 6003.145020
	Iteration 8Q: 3 clusters Score -2.07228e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179578 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20724150.000000 Penalty: 6003.145020
	Iteration 9Q: 3 clusters Score -2.072415e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180009 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20724504.000000 Penalty: 6003.145020
	Iteration 10Q: 3 clusters Score -2.07245e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20724622.000000 Penalty: 6003.145020
	Iteration 11Q: 3 clusters Score -2.072462e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180126 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20724700.000000 Penalty: 6003.145020
	Iteration 12Q: 3 clusters Score -2.07247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180157 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20724766.000000 Penalty: 6003.145020
	Iteration 13Q: 3 clusters Score -2.072477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180163 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20724792.000000 Penalty: 6003.145020
	Iteration 14Q: 3 clusters Score -2.072479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20724792.000000 Penalty: 6003.145020
	Iteration 15Q: 3 clusters Score -2.072479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20724798.000000 Penalty: 6003.145020
	Iteration 16Q: 3 clusters Score -2.07248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20724794.000000 Penalty: 6003.145020
	Iteration 17Q: 3 clusters Score -2.072479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20724802.000000 Penalty: 6003.145020
	Iteration 18Q: 3 clusters Score -2.07248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180176 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20724816.000000 Penalty: 6003.145020
	Iteration 19Q: 3 clusters Score -2.072482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20724818.000000 Penalty: 6003.145020
	Iteration 20F: 3 clusters Score -2.072482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -19782.277344 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -19782.28 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 120 members 
Entering Unmasked Estep 
Score: -18614.490234 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -18614.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18689.632812 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -18689.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18711.320312 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -18711.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18721.105469 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -18721.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18724.082031 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -18724.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18724.082031 Penalty: 2703.715088
	Iteration 5F: 3 clusters Score -18724.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -46763.242188 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -46763.24 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 239 members 
Entering Unmasked Estep 
Score: -45274.226562 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45274.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45585.515625 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -45585.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45836.812500 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -45836.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45969.992188 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -45969.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46125.136719 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46125.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46326.488281 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46326.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46362.921875 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46362.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46384.230469 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46384.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46404.171875 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -46404.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46411.730469 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -46411.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46422.132812 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -46422.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46429.906250 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -46429.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46434.386719 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -46434.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46440.539062 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -46440.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46446.652344 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -46446.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46449.125000 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -46449.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46455.046875 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -46455.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46463.632812 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -46463.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46482.324219 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -46482.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46500.734375 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -46500.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46526.351562 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -46526.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46549.140625 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -46549.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46558.964844 Penalty: 3058.047119
	Iteration 22Q: 3 clusters Score -46558.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46560.246094 Penalty: 3058.047119
	Iteration 23Q: 3 clusters Score -46560.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46565.335938 Penalty: 3058.047119
	Iteration 24Q: 3 clusters Score -46565.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46592.488281 Penalty: 3058.047119
	Iteration 25Q: 3 clusters Score -46592.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46602.328125 Penalty: 3058.047119
	Iteration 26Q: 3 clusters Score -46602.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46605.312500 Penalty: 3058.047119
	Iteration 27Q: 3 clusters Score -46605.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46607.921875 Penalty: 3058.047119
	Iteration 28Q: 3 clusters Score -46607.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46607.921875 Penalty: 3058.047119
	Iteration 29F: 3 clusters Score -46607.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Entering Unmasked Estep 
Score: -3849132.000000 Penalty: 2579.963867
	Iteration 0F: 2 clusters Score -3849132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3826537.250000 Penalty: 5159.927734
	Iteration 0F: 3 clusters Score -3826537 nChanged 15014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3834755.000000 Penalty: 5159.927734
	Iteration 1F: 3 clusters Score -3834755 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3835294.250000 Penalty: 5159.927734
	Iteration 2Q: 3 clusters Score -3835294 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3835850.000000 Penalty: 5159.927734
	Iteration 3Q: 3 clusters Score -3835850 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3836475.750000 Penalty: 5159.927734
	Iteration 4Q: 3 clusters Score -3836476 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3837258.750000 Penalty: 5159.927734
	Iteration 5Q: 3 clusters Score -3837259 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3838418.250000 Penalty: 5159.927734
	Iteration 6F: 3 clusters Score -3838418 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3839817.250000 Penalty: 5159.927734
	Iteration 7F: 3 clusters Score -3839817 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3841295.000000 Penalty: 5159.927734
	Iteration 8F: 3 clusters Score -3841295 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3842666.250000 Penalty: 5159.927734
	Iteration 9F: 3 clusters Score -3842666 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3843711.500000 Penalty: 5159.927734
	Iteration 10Q: 3 clusters Score -3843712 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3844543.000000 Penalty: 5159.927734
	Iteration 11Q: 3 clusters Score -3844543 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3845134.000000 Penalty: 5159.927734
	Iteration 12Q: 3 clusters Score -3845134 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3845536.750000 Penalty: 5159.927734
	Iteration 13Q: 3 clusters Score -3845537 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3845822.750000 Penalty: 5159.927734
	Iteration 14Q: 3 clusters Score -3845823 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3846054.000000 Penalty: 5159.927734
	Iteration 15Q: 3 clusters Score -3846054 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3846233.000000 Penalty: 5159.927734
	Iteration 16Q: 3 clusters Score -3846233 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -3846362.500000 Penalty: 5159.927734
	Iteration 17Q: 3 clusters Score -3846362 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3846448.250000 Penalty: 5159.927734
	Iteration 18Q: 3 clusters Score -3846448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -3846522.500000 Penalty: 5159.927734
	Iteration 19Q: 3 clusters Score -3846522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3846583.250000 Penalty: 5159.927734
	Iteration 20F: 3 clusters Score -3846583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -3846645.750000 Penalty: 5159.927734
	Iteration 21Q: 3 clusters Score -3846646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3846683.000000 Penalty: 5159.927734
	Iteration 22Q: 3 clusters Score -3846683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3846726.750000 Penalty: 5159.927734
	Iteration 23Q: 3 clusters Score -3846727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3846750.250000 Penalty: 5159.927734
	Iteration 24Q: 3 clusters Score -3846750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3846772.500000 Penalty: 5159.927734
	Iteration 25Q: 3 clusters Score -3846772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -3846795.000000 Penalty: 5159.927734
	Iteration 26Q: 3 clusters Score -3846795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3846811.250000 Penalty: 5159.927734
	Iteration 27Q: 3 clusters Score -3846811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3846820.500000 Penalty: 5159.927734
	Iteration 28Q: 3 clusters Score -3846820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -3846826.000000 Penalty: 5159.927734
	Iteration 29Q: 3 clusters Score -3846826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3846835.500000 Penalty: 5159.927734
	Iteration 30Q: 3 clusters Score -3846836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3846847.000000 Penalty: 5159.927734
	Iteration 31Q: 3 clusters Score -3846847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -3846850.750000 Penalty: 5159.927734
	Iteration 32Q: 3 clusters Score -3846851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3846853.500000 Penalty: 5159.927734
	Iteration 33Q: 3 clusters Score -3846854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3846859.500000 Penalty: 5159.927734
	Iteration 34Q: 3 clusters Score -3846860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -3846866.000000 Penalty: 5159.927734
	Iteration 35Q: 3 clusters Score -3846866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3846865.500000 Penalty: 5159.927734
	Iteration 36Q: 3 clusters Score -3846866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3846864.500000 Penalty: 5159.927734
	Iteration 37Q: 3 clusters Score -3846864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3846863.000000 Penalty: 5159.927734
	Iteration 38Q: 3 clusters Score -3846863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3846863.000000 Penalty: 5159.927734
	Iteration 39F: 3 clusters Score -3846863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (76601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Entering Unmasked Estep 
Score: -8926003.000000 Penalty: 2789.098633
	Iteration 0F: 2 clusters Score -8926003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -8874947.000000 Penalty: 5578.197266
	Iteration 0F: 3 clusters Score -8874947 nChanged 35735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -8895221.000000 Penalty: 5578.197266
	Iteration 1F: 3 clusters Score -8895221 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8895954.000000 Penalty: 5578.197266
	Iteration 2Q: 3 clusters Score -8895954 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -8896896.000000 Penalty: 5578.197266
	Iteration 3Q: 3 clusters Score -8896896 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8897899.000000 Penalty: 5578.197266
	Iteration 4Q: 3 clusters Score -8897899 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -8899379.000000 Penalty: 5578.197266
	Iteration 5Q: 3 clusters Score -8899379 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -8901663.000000 Penalty: 5578.197266
	Iteration 6F: 3 clusters Score -8901663 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -8904990.000000 Penalty: 5578.197266
	Iteration 7F: 3 clusters Score -8904990 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -8909456.000000 Penalty: 5578.197266
	Iteration 8F: 3 clusters Score -8909456 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -8914165.000000 Penalty: 5578.197266
	Iteration 9F: 3 clusters Score -8914165 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -8918254.000000 Penalty: 5578.197266
	Iteration 10F: 3 clusters Score -8918254 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -8920776.000000 Penalty: 5578.197266
	Iteration 11Q: 3 clusters Score -8920776 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -8922128.000000 Penalty: 5578.197266
	Iteration 12Q: 3 clusters Score -8922128 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -8922785.000000 Penalty: 5578.197266
	Iteration 13Q: 3 clusters Score -8922785 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -8923093.000000 Penalty: 5578.197266
	Iteration 14Q: 3 clusters Score -8923093 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -8923292.000000 Penalty: 5578.197266
	Iteration 15Q: 3 clusters Score -8923292 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -8923397.000000 Penalty: 5578.197266
	Iteration 16Q: 3 clusters Score -8923397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -8923473.000000 Penalty: 5578.197266
	Iteration 17Q: 3 clusters Score -8923473 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -8923523.000000 Penalty: 5578.197266
	Iteration 18Q: 3 clusters Score -8923523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -8923558.000000 Penalty: 5578.197266
	Iteration 19Q: 3 clusters Score -8923558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -8923582.000000 Penalty: 5578.197266
	Iteration 20F: 3 clusters Score -8923582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -8923601.000000 Penalty: 5578.197266
	Iteration 21Q: 3 clusters Score -8923601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -8923631.000000 Penalty: 5578.197266
	Iteration 22Q: 3 clusters Score -8923631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -8923647.000000 Penalty: 5578.197266
	Iteration 23Q: 3 clusters Score -8923647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -8923665.000000 Penalty: 5578.197266
	Iteration 24Q: 3 clusters Score -8923665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -8923667.000000 Penalty: 5578.197266
	Iteration 25Q: 3 clusters Score -8923667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -8923683.000000 Penalty: 5578.197266
	Iteration 26Q: 3 clusters Score -8923683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -8923683.000000 Penalty: 5578.197266
	Iteration 27Q: 3 clusters Score -8923683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -8923696.000000 Penalty: 5578.197266
	Iteration 28Q: 3 clusters Score -8923696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -8923698.000000 Penalty: 5578.197266
	Iteration 29Q: 3 clusters Score -8923698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -8923692.000000 Penalty: 5578.197266
	Iteration 30Q: 3 clusters Score -8923692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -8923685.000000 Penalty: 5578.197266
	Iteration 31Q: 3 clusters Score -8923685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -8923687.000000 Penalty: 5578.197266
	Iteration 32Q: 3 clusters Score -8923687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -8923686.000000 Penalty: 5578.197266
	Iteration 33Q: 3 clusters Score -8923686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -8923686.000000 Penalty: 5578.197266
	Iteration 34Q: 3 clusters Score -8923686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -8923686.000000 Penalty: 5578.197266
	Iteration 35F: 3 clusters Score -8923686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -52657.453125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -52657.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51095.593750 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -51095.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51405.085938 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -51405.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51963.816406 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -51963.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52079.828125 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -52079.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52151.207031 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -52151.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52235.859375 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -52235.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52277.300781 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -52277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52300.988281 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -52300.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52320.738281 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -52320.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52324.976562 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -52324.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52330.398438 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -52330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52336.960938 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -52336.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52338.253906 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -52338.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52346.460938 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -52346.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52362.296875 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -52362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -52372.707031 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -52372.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52385.593750 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -52385.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -52397.550781 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -52397.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52406.808594 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -52406.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52406.808594 Penalty: 3101.899170
	Iteration 19F: 3 clusters Score -52406.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87962 members 
Mstep: Class 10 contains 315302 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76601 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571048.000000 Penalty: 89191.812500
Iteration 199Q: 27 clusters Score -1.14571e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87964 members 
Mstep: Class 10 contains 315300 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76602 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571048.000000 Penalty: 89191.812500
Iteration 200F: 27 clusters Score -1.14571e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87965 members 
Mstep: Class 10 contains 315297 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180434 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571056.000000 Penalty: 89191.812500
Iteration 201Q: 27 clusters Score -1.145711e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87966 members 
Mstep: Class 10 contains 315296 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571080.000000 Penalty: 89191.812500
Iteration 202Q: 27 clusters Score -1.145711e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87966 members 
Mstep: Class 10 contains 315297 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32960 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571072.000000 Penalty: 89191.812500
Iteration 203Q: 27 clusters Score -1.145711e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87966 members 
Mstep: Class 10 contains 315296 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571088.000000 Penalty: 89191.812500
Iteration 204Q: 27 clusters Score -1.145711e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1157 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 87966 members 
Mstep: Class 10 contains 315296 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 35538 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 17931 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 98309 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 180433 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 32961 members 
Mstep: Class 25 contains 76604 members 
Mstep: Class 26 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114571088.000000 Penalty: 89191.812500
Iteration 205F: 27 clusters Score -1.145711e+08 nChanged 0
Entering ConstructFrom: 
Score: -114571088.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (64002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Entering Unmasked Estep 
Score: -7468141.500000 Penalty: 2744.533936
	Iteration 0F: 2 clusters Score -7468142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -7424877.500000 Penalty: 5489.067871
	Iteration 0F: 3 clusters Score -7424878 nChanged 29999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -7441783.500000 Penalty: 5489.067871
	Iteration 1F: 3 clusters Score -7441784 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -7442333.500000 Penalty: 5489.067871
	Iteration 2Q: 3 clusters Score -7442334 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -7442993.500000 Penalty: 5489.067871
	Iteration 3Q: 3 clusters Score -7442994 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -7443710.000000 Penalty: 5489.067871
	Iteration 4Q: 3 clusters Score -7443710 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -7444686.500000 Penalty: 5489.067871
	Iteration 5Q: 3 clusters Score -7444686 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -7446050.000000 Penalty: 5489.067871
	Iteration 6Q: 3 clusters Score -7446050 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -7448214.000000 Penalty: 5489.067871
	Iteration 7F: 3 clusters Score -7448214 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -7451409.000000 Penalty: 5489.067871
	Iteration 8F: 3 clusters Score -7451409 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7455362.500000 Penalty: 5489.067871
	Iteration 9F: 3 clusters Score -7455362 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7459145.000000 Penalty: 5489.067871
	Iteration 10F: 3 clusters Score -7459145 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -7461787.000000 Penalty: 5489.067871
	Iteration 11Q: 3 clusters Score -7461787 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7463341.500000 Penalty: 5489.067871
	Iteration 12Q: 3 clusters Score -7463342 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7464149.500000 Penalty: 5489.067871
	Iteration 13Q: 3 clusters Score -7464150 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7464651.500000 Penalty: 5489.067871
	Iteration 14Q: 3 clusters Score -7464652 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7464930.000000 Penalty: 5489.067871
	Iteration 15Q: 3 clusters Score -7464930 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7465158.500000 Penalty: 5489.067871
	Iteration 16Q: 3 clusters Score -7465158 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7465317.000000 Penalty: 5489.067871
	Iteration 17Q: 3 clusters Score -7465317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7465472.500000 Penalty: 5489.067871
	Iteration 18Q: 3 clusters Score -7465472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7465551.000000 Penalty: 5489.067871
	Iteration 19Q: 3 clusters Score -7465551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7465607.500000 Penalty: 5489.067871
	Iteration 20F: 3 clusters Score -7465608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7465631.500000 Penalty: 5489.067871
	Iteration 21Q: 3 clusters Score -7465632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7465679.500000 Penalty: 5489.067871
	Iteration 22Q: 3 clusters Score -7465680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7465704.500000 Penalty: 5489.067871
	Iteration 23Q: 3 clusters Score -7465704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7465717.500000 Penalty: 5489.067871
	Iteration 24Q: 3 clusters Score -7465718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7465721.500000 Penalty: 5489.067871
	Iteration 25Q: 3 clusters Score -7465722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7465743.000000 Penalty: 5489.067871
	Iteration 26Q: 3 clusters Score -7465743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7465753.000000 Penalty: 5489.067871
	Iteration 27Q: 3 clusters Score -7465753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7465765.500000 Penalty: 5489.067871
	Iteration 28Q: 3 clusters Score -7465766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7465773.500000 Penalty: 5489.067871
	Iteration 29Q: 3 clusters Score -7465774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7465773.000000 Penalty: 5489.067871
	Iteration 30Q: 3 clusters Score -7465773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7465773.000000 Penalty: 5489.067871
	Iteration 31Q: 3 clusters Score -7465773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7465783.000000 Penalty: 5489.067871
	Iteration 32Q: 3 clusters Score -7465783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7465789.500000 Penalty: 5489.067871
	Iteration 33Q: 3 clusters Score -7465790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7465788.500000 Penalty: 5489.067871
	Iteration 34Q: 3 clusters Score -7465788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7465799.000000 Penalty: 5489.067871
	Iteration 35Q: 3 clusters Score -7465799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7465797.500000 Penalty: 5489.067871
	Iteration 36Q: 3 clusters Score -7465798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7465798.000000 Penalty: 5489.067871
	Iteration 37Q: 3 clusters Score -7465798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7465799.000000 Penalty: 5489.067871
	Iteration 38Q: 3 clusters Score -7465799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7465805.000000 Penalty: 5489.067871
	Iteration 39Q: 3 clusters Score -7465805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7465808.000000 Penalty: 5489.067871
	Iteration 40F: 3 clusters Score -7465808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7465814.000000 Penalty: 5489.067871
	Iteration 41Q: 3 clusters Score -7465814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7465815.000000 Penalty: 5489.067871
	Iteration 42Q: 3 clusters Score -7465815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7465817.500000 Penalty: 5489.067871
	Iteration 43Q: 3 clusters Score -7465818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7465817.500000 Penalty: 5489.067871
	Iteration 44Q: 3 clusters Score -7465818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7465821.500000 Penalty: 5489.067871
	Iteration 45Q: 3 clusters Score -7465822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7465823.500000 Penalty: 5489.067871
	Iteration 46Q: 3 clusters Score -7465824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7465821.000000 Penalty: 5489.067871
	Iteration 47Q: 3 clusters Score -7465821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7465816.000000 Penalty: 5489.067871
	Iteration 48Q: 3 clusters Score -7465816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7465816.000000 Penalty: 5489.067871
	Iteration 49F: 3 clusters Score -7465816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Entering Unmasked Estep 
Score: -1421688.375000 Penalty: 2357.337891
	Iteration 0F: 2 clusters Score -1421688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1411786.250000 Penalty: 4714.675781
	Iteration 0F: 3 clusters Score -1411786 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1414931.875000 Penalty: 4714.675781
	Iteration 1F: 3 clusters Score -1414932 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1415397.875000 Penalty: 4714.675781
	Iteration 2F: 3 clusters Score -1415398 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1415776.500000 Penalty: 4714.675781
	Iteration 3F: 3 clusters Score -1415776 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1416122.875000 Penalty: 4714.675781
	Iteration 4F: 3 clusters Score -1416123 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1416418.375000 Penalty: 4714.675781
	Iteration 5Q: 3 clusters Score -1416418 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1416680.000000 Penalty: 4714.675781
	Iteration 6Q: 3 clusters Score -1416680 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1416906.250000 Penalty: 4714.675781
	Iteration 7Q: 3 clusters Score -1416906 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1417110.500000 Penalty: 4714.675781
	Iteration 8Q: 3 clusters Score -1417110 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1417331.750000 Penalty: 4714.675781
	Iteration 9Q: 3 clusters Score -1417332 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1417563.375000 Penalty: 4714.675781
	Iteration 10Q: 3 clusters Score -1417563 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1417787.625000 Penalty: 4714.675781
	Iteration 11Q: 3 clusters Score -1417788 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1417974.250000 Penalty: 4714.675781
	Iteration 12Q: 3 clusters Score -1417974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1418146.750000 Penalty: 4714.675781
	Iteration 13Q: 3 clusters Score -1418147 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1418294.250000 Penalty: 4714.675781
	Iteration 14Q: 3 clusters Score -1418294 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1418418.125000 Penalty: 4714.675781
	Iteration 15Q: 3 clusters Score -1418418 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1418525.875000 Penalty: 4714.675781
	Iteration 16Q: 3 clusters Score -1418526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1418602.750000 Penalty: 4714.675781
	Iteration 17Q: 3 clusters Score -1418603 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1418658.250000 Penalty: 4714.675781
	Iteration 18Q: 3 clusters Score -1418658 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1418684.750000 Penalty: 4714.675781
	Iteration 19Q: 3 clusters Score -1418685 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1418718.250000 Penalty: 4714.675781
	Iteration 20F: 3 clusters Score -1418718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1418736.375000 Penalty: 4714.675781
	Iteration 21Q: 3 clusters Score -1418736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1418750.750000 Penalty: 4714.675781
	Iteration 22Q: 3 clusters Score -1418751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1418765.000000 Penalty: 4714.675781
	Iteration 23Q: 3 clusters Score -1418765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1418772.750000 Penalty: 4714.675781
	Iteration 24Q: 3 clusters Score -1418773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1418784.750000 Penalty: 4714.675781
	Iteration 25Q: 3 clusters Score -1418785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1418794.750000 Penalty: 4714.675781
	Iteration 26Q: 3 clusters Score -1418795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1418800.750000 Penalty: 4714.675781
	Iteration 27Q: 3 clusters Score -1418801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1418810.250000 Penalty: 4714.675781
	Iteration 28Q: 3 clusters Score -1418810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1418818.750000 Penalty: 4714.675781
	Iteration 29Q: 3 clusters Score -1418819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1418826.750000 Penalty: 4714.675781
	Iteration 30Q: 3 clusters Score -1418827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1418836.375000 Penalty: 4714.675781
	Iteration 31Q: 3 clusters Score -1418836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1418839.875000 Penalty: 4714.675781
	Iteration 32Q: 3 clusters Score -1418840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1418845.000000 Penalty: 4714.675781
	Iteration 33Q: 3 clusters Score -1418845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1418849.500000 Penalty: 4714.675781
	Iteration 34Q: 3 clusters Score -1418850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1418856.375000 Penalty: 4714.675781
	Iteration 35Q: 3 clusters Score -1418856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1418852.500000 Penalty: 4714.675781
	Iteration 36Q: 3 clusters Score -1418852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1418857.875000 Penalty: 4714.675781
	Iteration 37Q: 3 clusters Score -1418858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1418859.375000 Penalty: 4714.675781
	Iteration 38Q: 3 clusters Score -1418859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1418862.125000 Penalty: 4714.675781
	Iteration 39Q: 3 clusters Score -1418862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1418868.125000 Penalty: 4714.675781
	Iteration 40F: 3 clusters Score -1418868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1418866.500000 Penalty: 4714.675781
	Iteration 41Q: 3 clusters Score -1418866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1418867.375000 Penalty: 4714.675781
	Iteration 42Q: 3 clusters Score -1418867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1418869.375000 Penalty: 4714.675781
	Iteration 43Q: 3 clusters Score -1418869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1418872.250000 Penalty: 4714.675781
	Iteration 44Q: 3 clusters Score -1418872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1418869.125000 Penalty: 4714.675781
	Iteration 45Q: 3 clusters Score -1418869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1418873.125000 Penalty: 4714.675781
	Iteration 46Q: 3 clusters Score -1418873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1418873.500000 Penalty: 4714.675781
	Iteration 47Q: 3 clusters Score -1418874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1418872.375000 Penalty: 4714.675781
	Iteration 48Q: 3 clusters Score -1418872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1418873.250000 Penalty: 4714.675781
	Iteration 49Q: 3 clusters Score -1418873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1418875.625000 Penalty: 4714.675781
	Iteration 50Q: 3 clusters Score -1418876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1418879.500000 Penalty: 4714.675781
	Iteration 51Q: 3 clusters Score -1418880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1418879.500000 Penalty: 4714.675781
	Iteration 52Q: 3 clusters Score -1418880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1418878.250000 Penalty: 4714.675781
	Iteration 53Q: 3 clusters Score -1418878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1418878.250000 Penalty: 4714.675781
	Iteration 54F: 3 clusters Score -1418878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Entering Unmasked Estep 
Score: -439653.625000 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -439653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -435744.531250 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -435744.5 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -436615.687500 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -436615.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -436792.625000 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -436792.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -436885.437500 Penalty: 4108.863770
	Iteration 3Q: 3 clusters Score -436885.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -436954.906250 Penalty: 4108.863770
	Iteration 4Q: 3 clusters Score -436954.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -436990.187500 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -436990.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -437015.562500 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -437015.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -437033.750000 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -437033.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -437047.250000 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -437047.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -437057.906250 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -437057.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -437063.406250 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -437063.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -437068.937500 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -437068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -437074.437500 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -437074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -437077.281250 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -437077.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -437079.468750 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -437079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437081.187500 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -437081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437083.625000 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -437083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437086.875000 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -437086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -437088.218750 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -437088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -437090.625000 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -437090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437091.906250 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -437091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -437093.906250 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -437093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437095.812500 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -437095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -437097.593750 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -437097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -437099.093750 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -437099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -437100.656250 Penalty: 4108.863770
	Iteration 25Q: 3 clusters Score -437100.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -437103.031250 Penalty: 4108.863770
	Iteration 26Q: 3 clusters Score -437103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -437106.125000 Penalty: 4108.863770
	Iteration 27Q: 3 clusters Score -437106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -437108.656250 Penalty: 4108.863770
	Iteration 28Q: 3 clusters Score -437108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437112.312500 Penalty: 4108.863770
	Iteration 29Q: 3 clusters Score -437112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -437113.656250 Penalty: 4108.863770
	Iteration 30Q: 3 clusters Score -437113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -437114.687500 Penalty: 4108.863770
	Iteration 31Q: 3 clusters Score -437114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -437116.312500 Penalty: 4108.863770
	Iteration 32Q: 3 clusters Score -437116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437118.031250 Penalty: 4108.863770
	Iteration 33Q: 3 clusters Score -437118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -437120.531250 Penalty: 4108.863770
	Iteration 34Q: 3 clusters Score -437120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -437120.500000 Penalty: 4108.863770
	Iteration 35Q: 3 clusters Score -437120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -437121.093750 Penalty: 4108.863770
	Iteration 36Q: 3 clusters Score -437121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -437121.281250 Penalty: 4108.863770
	Iteration 37Q: 3 clusters Score -437121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -437121.062500 Penalty: 4108.863770
	Iteration 38Q: 3 clusters Score -437121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -437122.406250 Penalty: 4108.863770
	Iteration 39Q: 3 clusters Score -437122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -437123.593750 Penalty: 4108.863770
	Iteration 40F: 3 clusters Score -437123.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Entering Unmasked Estep 
Score: -1055396.625000 Penalty: 2264.051270
	Iteration 0F: 2 clusters Score -1055397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1048231.187500 Penalty: 4528.102539
	Iteration 0F: 3 clusters Score -1048231 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1050269.000000 Penalty: 4528.102539
	Iteration 1F: 3 clusters Score -1050269 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1050545.750000 Penalty: 4528.102539
	Iteration 2F: 3 clusters Score -1050546 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1050725.375000 Penalty: 4528.102539
	Iteration 3Q: 3 clusters Score -1050725 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1050849.000000 Penalty: 4528.102539
	Iteration 4Q: 3 clusters Score -1050849 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1050957.750000 Penalty: 4528.102539
	Iteration 5Q: 3 clusters Score -1050958 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1051038.750000 Penalty: 4528.102539
	Iteration 6Q: 3 clusters Score -1051039 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1051106.250000 Penalty: 4528.102539
	Iteration 7Q: 3 clusters Score -1051106 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1051178.125000 Penalty: 4528.102539
	Iteration 8Q: 3 clusters Score -1051178 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1051260.625000 Penalty: 4528.102539
	Iteration 9Q: 3 clusters Score -1051261 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1051365.875000 Penalty: 4528.102539
	Iteration 10Q: 3 clusters Score -1051366 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1051503.125000 Penalty: 4528.102539
	Iteration 11Q: 3 clusters Score -1051503 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1051686.250000 Penalty: 4528.102539
	Iteration 12Q: 3 clusters Score -1051686 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1051898.875000 Penalty: 4528.102539
	Iteration 13Q: 3 clusters Score -1051899 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1052138.500000 Penalty: 4528.102539
	Iteration 14Q: 3 clusters Score -1052138 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1052388.000000 Penalty: 4528.102539
	Iteration 15Q: 3 clusters Score -1052388 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1052623.000000 Penalty: 4528.102539
	Iteration 16Q: 3 clusters Score -1052623 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1052818.875000 Penalty: 4528.102539
	Iteration 17Q: 3 clusters Score -1052819 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1052992.500000 Penalty: 4528.102539
	Iteration 18Q: 3 clusters Score -1052992 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1053121.875000 Penalty: 4528.102539
	Iteration 19Q: 3 clusters Score -1053122 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1053214.125000 Penalty: 4528.102539
	Iteration 20F: 3 clusters Score -1053214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1053288.625000 Penalty: 4528.102539
	Iteration 21Q: 3 clusters Score -1053289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1053337.500000 Penalty: 4528.102539
	Iteration 22Q: 3 clusters Score -1053338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1053369.000000 Penalty: 4528.102539
	Iteration 23Q: 3 clusters Score -1053369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1053408.250000 Penalty: 4528.102539
	Iteration 24Q: 3 clusters Score -1053408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1053440.375000 Penalty: 4528.102539
	Iteration 25Q: 3 clusters Score -1053440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1053476.875000 Penalty: 4528.102539
	Iteration 26Q: 3 clusters Score -1053477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1053497.125000 Penalty: 4528.102539
	Iteration 27Q: 3 clusters Score -1053497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1053514.000000 Penalty: 4528.102539
	Iteration 28Q: 3 clusters Score -1053514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1053527.625000 Penalty: 4528.102539
	Iteration 29Q: 3 clusters Score -1053528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1053538.375000 Penalty: 4528.102539
	Iteration 30Q: 3 clusters Score -1053538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1053546.875000 Penalty: 4528.102539
	Iteration 31Q: 3 clusters Score -1053547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1053552.750000 Penalty: 4528.102539
	Iteration 32Q: 3 clusters Score -1053553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1053565.250000 Penalty: 4528.102539
	Iteration 33Q: 3 clusters Score -1053565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1053576.375000 Penalty: 4528.102539
	Iteration 34Q: 3 clusters Score -1053576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1053586.000000 Penalty: 4528.102539
	Iteration 35Q: 3 clusters Score -1053586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1053592.125000 Penalty: 4528.102539
	Iteration 36Q: 3 clusters Score -1053592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1053598.250000 Penalty: 4528.102539
	Iteration 37Q: 3 clusters Score -1053598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1053600.000000 Penalty: 4528.102539
	Iteration 38Q: 3 clusters Score -1053600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1053600.375000 Penalty: 4528.102539
	Iteration 39Q: 3 clusters Score -1053600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1053602.500000 Penalty: 4528.102539
	Iteration 40F: 3 clusters Score -1053602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1053603.500000 Penalty: 4528.102539
	Iteration 41Q: 3 clusters Score -1053604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1053603.500000 Penalty: 4528.102539
	Iteration 42F: 3 clusters Score -1053604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -37645.097656 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36288.464844 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36288.46 nChanged 41
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: -36417.523438 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36417.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36468.144531 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36468.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36499.230469 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36499.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36501.867188 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36501.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36501.867188 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -36501.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -2407826.750000 Penalty: 2462.829102
	Iteration 0F: 2 clusters Score -2407827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2393518.000000 Penalty: 4925.658203
	Iteration 0F: 3 clusters Score -2393518 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2398240.000000 Penalty: 4925.658203
	Iteration 1F: 3 clusters Score -2398240 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2398649.000000 Penalty: 4925.658203
	Iteration 2F: 3 clusters Score -2398649 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2399008.500000 Penalty: 4925.658203
	Iteration 3Q: 3 clusters Score -2399008 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2399374.750000 Penalty: 4925.658203
	Iteration 4Q: 3 clusters Score -2399375 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2399756.500000 Penalty: 4925.658203
	Iteration 5Q: 3 clusters Score -2399756 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2400215.500000 Penalty: 4925.658203
	Iteration 6Q: 3 clusters Score -2400216 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2400726.250000 Penalty: 4925.658203
	Iteration 7Q: 3 clusters Score -2400726 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2401299.000000 Penalty: 4925.658203
	Iteration 8Q: 3 clusters Score -2401299 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2401936.250000 Penalty: 4925.658203
	Iteration 9Q: 3 clusters Score -2401936 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2402568.250000 Penalty: 4925.658203
	Iteration 10Q: 3 clusters Score -2402568 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2403109.500000 Penalty: 4925.658203
	Iteration 11Q: 3 clusters Score -2403110 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2403474.500000 Penalty: 4925.658203
	Iteration 12Q: 3 clusters Score -2403474 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2403667.000000 Penalty: 4925.658203
	Iteration 13Q: 3 clusters Score -2403667 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2403774.250000 Penalty: 4925.658203
	Iteration 14Q: 3 clusters Score -2403774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2403833.750000 Penalty: 4925.658203
	Iteration 15Q: 3 clusters Score -2403834 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2403876.500000 Penalty: 4925.658203
	Iteration 16Q: 3 clusters Score -2403876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2403913.750000 Penalty: 4925.658203
	Iteration 17Q: 3 clusters Score -2403914 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2403927.750000 Penalty: 4925.658203
	Iteration 18Q: 3 clusters Score -2403928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2403940.250000 Penalty: 4925.658203
	Iteration 19Q: 3 clusters Score -2403940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2403960.000000 Penalty: 4925.658203
	Iteration 20F: 3 clusters Score -2403960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2403971.000000 Penalty: 4925.658203
	Iteration 21Q: 3 clusters Score -2403971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2403981.750000 Penalty: 4925.658203
	Iteration 22Q: 3 clusters Score -2403982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2403993.000000 Penalty: 4925.658203
	Iteration 23Q: 3 clusters Score -2403993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2403990.250000 Penalty: 4925.658203
	Iteration 24Q: 3 clusters Score -2403990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2403996.750000 Penalty: 4925.658203
	Iteration 25Q: 3 clusters Score -2403997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2403992.750000 Penalty: 4925.658203
	Iteration 26Q: 3 clusters Score -2403993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2404007.000000 Penalty: 4925.658203
	Iteration 27Q: 3 clusters Score -2404007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2404008.750000 Penalty: 4925.658203
	Iteration 28Q: 3 clusters Score -2404009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2404018.750000 Penalty: 4925.658203
	Iteration 29Q: 3 clusters Score -2404019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2404019.250000 Penalty: 4925.658203
	Iteration 30Q: 3 clusters Score -2404019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2404030.000000 Penalty: 4925.658203
	Iteration 31Q: 3 clusters Score -2404030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2404035.250000 Penalty: 4925.658203
	Iteration 32Q: 3 clusters Score -2404035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2404043.250000 Penalty: 4925.658203
	Iteration 33Q: 3 clusters Score -2404043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2404054.500000 Penalty: 4925.658203
	Iteration 34Q: 3 clusters Score -2404054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2404051.000000 Penalty: 4925.658203
	Iteration 35Q: 3 clusters Score -2404051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2404056.000000 Penalty: 4925.658203
	Iteration 36Q: 3 clusters Score -2404056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2404062.750000 Penalty: 4925.658203
	Iteration 37Q: 3 clusters Score -2404063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2404065.000000 Penalty: 4925.658203
	Iteration 38Q: 3 clusters Score -2404065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2404066.000000 Penalty: 4925.658203
	Iteration 39Q: 3 clusters Score -2404066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2404066.750000 Penalty: 4925.658203
	Iteration 40F: 3 clusters Score -2404067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2404068.000000 Penalty: 4925.658203
	Iteration 41Q: 3 clusters Score -2404068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2404076.250000 Penalty: 4925.658203
	Iteration 42Q: 3 clusters Score -2404076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2404084.250000 Penalty: 4925.658203
	Iteration 43Q: 3 clusters Score -2404084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2404077.500000 Penalty: 4925.658203
	Iteration 44Q: 3 clusters Score -2404078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2404081.750000 Penalty: 4925.658203
	Iteration 45Q: 3 clusters Score -2404082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2404085.750000 Penalty: 4925.658203
	Iteration 46Q: 3 clusters Score -2404086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2404082.000000 Penalty: 4925.658203
	Iteration 47Q: 3 clusters Score -2404082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2404083.000000 Penalty: 4925.658203
	Iteration 48Q: 3 clusters Score -2404083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2404083.500000 Penalty: 4925.658203
	Iteration 49Q: 3 clusters Score -2404084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2404091.500000 Penalty: 4925.658203
	Iteration 50Q: 3 clusters Score -2404092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2404100.250000 Penalty: 4925.658203
	Iteration 51Q: 3 clusters Score -2404100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2404096.250000 Penalty: 4925.658203
	Iteration 52Q: 3 clusters Score -2404096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2404101.500000 Penalty: 4925.658203
	Iteration 53Q: 3 clusters Score -2404102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2404099.000000 Penalty: 4925.658203
	Iteration 54Q: 3 clusters Score -2404099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2404100.000000 Penalty: 4925.658203
	Iteration 55Q: 3 clusters Score -2404100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2404095.000000 Penalty: 4925.658203
	Iteration 56Q: 3 clusters Score -2404095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2404102.000000 Penalty: 4925.658203
	Iteration 57Q: 3 clusters Score -2404102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2404102.000000 Penalty: 4925.658203
	Iteration 58Q: 3 clusters Score -2404102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2404105.000000 Penalty: 4925.658203
	Iteration 59Q: 3 clusters Score -2404105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2404105.000000 Penalty: 4925.658203
	Iteration 60F: 3 clusters Score -2404105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2404109.500000 Penalty: 4925.658203
	Iteration 61Q: 3 clusters Score -2404110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2404112.750000 Penalty: 4925.658203
	Iteration 62Q: 3 clusters Score -2404113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2404106.000000 Penalty: 4925.658203
	Iteration 63Q: 3 clusters Score -2404106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2404109.750000 Penalty: 4925.658203
	Iteration 64Q: 3 clusters Score -2404110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2404112.750000 Penalty: 4925.658203
	Iteration 65Q: 3 clusters Score -2404113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2404118.250000 Penalty: 4925.658203
	Iteration 66Q: 3 clusters Score -2404118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2404112.750000 Penalty: 4925.658203
	Iteration 67Q: 3 clusters Score -2404113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2404110.500000 Penalty: 4925.658203
	Iteration 68Q: 3 clusters Score -2404110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2404106.250000 Penalty: 4925.658203
	Iteration 69Q: 3 clusters Score -2404106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2404110.500000 Penalty: 4925.658203
	Iteration 70Q: 3 clusters Score -2404110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2404109.750000 Penalty: 4925.658203
	Iteration 71Q: 3 clusters Score -2404110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2404114.500000 Penalty: 4925.658203
	Iteration 72Q: 3 clusters Score -2404114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2404117.000000 Penalty: 4925.658203
	Iteration 73Q: 3 clusters Score -2404117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2404115.500000 Penalty: 4925.658203
	Iteration 74Q: 3 clusters Score -2404116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2404116.000000 Penalty: 4925.658203
	Iteration 75Q: 3 clusters Score -2404116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2404119.000000 Penalty: 4925.658203
	Iteration 76Q: 3 clusters Score -2404119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2404121.750000 Penalty: 4925.658203
	Iteration 77Q: 3 clusters Score -2404122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2404126.000000 Penalty: 4925.658203
	Iteration 78Q: 3 clusters Score -2404126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2404125.000000 Penalty: 4925.658203
	Iteration 79Q: 3 clusters Score -2404125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2404125.250000 Penalty: 4925.658203
	Iteration 80F: 3 clusters Score -2404125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2404127.500000 Penalty: 4925.658203
	Iteration 81Q: 3 clusters Score -2404128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2404126.500000 Penalty: 4925.658203
	Iteration 82Q: 3 clusters Score -2404126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2404125.500000 Penalty: 4925.658203
	Iteration 83Q: 3 clusters Score -2404126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2404127.000000 Penalty: 4925.658203
	Iteration 84Q: 3 clusters Score -2404127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2404130.000000 Penalty: 4925.658203
	Iteration 85Q: 3 clusters Score -2404130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2404129.750000 Penalty: 4925.658203
	Iteration 86Q: 3 clusters Score -2404130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2404132.750000 Penalty: 4925.658203
	Iteration 87Q: 3 clusters Score -2404133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2404129.250000 Penalty: 4925.658203
	Iteration 88Q: 3 clusters Score -2404129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2404128.750000 Penalty: 4925.658203
	Iteration 89Q: 3 clusters Score -2404129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2404129.250000 Penalty: 4925.658203
	Iteration 90Q: 3 clusters Score -2404129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2404131.250000 Penalty: 4925.658203
	Iteration 91Q: 3 clusters Score -2404131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2404127.500000 Penalty: 4925.658203
	Iteration 92Q: 3 clusters Score -2404128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2404129.000000 Penalty: 4925.658203
	Iteration 93Q: 3 clusters Score -2404129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2404128.250000 Penalty: 4925.658203
	Iteration 94Q: 3 clusters Score -2404128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2404130.750000 Penalty: 4925.658203
	Iteration 95Q: 3 clusters Score -2404131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2404128.000000 Penalty: 4925.658203
	Iteration 96Q: 3 clusters Score -2404128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2404127.000000 Penalty: 4925.658203
	Iteration 97Q: 3 clusters Score -2404127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2404127.750000 Penalty: 4925.658203
	Iteration 98Q: 3 clusters Score -2404128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2404128.000000 Penalty: 4925.658203
	Iteration 99Q: 3 clusters Score -2404128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2404127.750000 Penalty: 4925.658203
	Iteration 100F: 3 clusters Score -2404128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -363782.500000 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -363782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -360321.687500 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -360321.7 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -361127.187500 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -361127.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -361334.062500 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -361334.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -361473.968750 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -361474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -361582.281250 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -361582.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -361681.312500 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -361681.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -361765.812500 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -361765.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -361832.656250 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -361832.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -361878.156250 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -361878.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -361918.093750 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -361918.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361953.750000 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -361953.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -361992.031250 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -361992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -362023.125000 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -362023.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -362057.375000 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -362057.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -362094.437500 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -362094.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -362135.656250 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -362135.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -362173.687500 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -362173.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -362207.843750 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -362207.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -362232.750000 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -362232.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -362253.093750 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -362253.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -362269.062500 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -362269.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -362283.468750 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -362283.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -362291.281250 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -362291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -362294.875000 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -362294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -362301.531250 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -362301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -362307.937500 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -362307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -362313.531250 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -362313.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -362317.093750 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -362317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -362320.781250 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -362320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -362324.281250 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -362324.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -362327.906250 Penalty: 4022.175781
	Iteration 30Q: 3 clusters Score -362327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -362335.468750 Penalty: 4022.175781
	Iteration 31Q: 3 clusters Score -362335.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -362344.375000 Penalty: 4022.175781
	Iteration 32Q: 3 clusters Score -362344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -362345.687500 Penalty: 4022.175781
	Iteration 33Q: 3 clusters Score -362345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -362348.906250 Penalty: 4022.175781
	Iteration 34Q: 3 clusters Score -362348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -362353.031250 Penalty: 4022.175781
	Iteration 35Q: 3 clusters Score -362353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -362360.125000 Penalty: 4022.175781
	Iteration 36Q: 3 clusters Score -362360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -362364.562500 Penalty: 4022.175781
	Iteration 37Q: 3 clusters Score -362364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -362368.343750 Penalty: 4022.175781
	Iteration 38Q: 3 clusters Score -362368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -362370.687500 Penalty: 4022.175781
	Iteration 39Q: 3 clusters Score -362370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -362372.625000 Penalty: 4022.175781
	Iteration 40F: 3 clusters Score -362372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -362375.937500 Penalty: 4022.175781
	Iteration 41Q: 3 clusters Score -362375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -362377.750000 Penalty: 4022.175781
	Iteration 42Q: 3 clusters Score -362377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -362378.968750 Penalty: 4022.175781
	Iteration 43Q: 3 clusters Score -362379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -362380.093750 Penalty: 4022.175781
	Iteration 44Q: 3 clusters Score -362380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -362380.062500 Penalty: 4022.175781
	Iteration 45Q: 3 clusters Score -362380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -362381.406250 Penalty: 4022.175781
	Iteration 46Q: 3 clusters Score -362381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -362381.406250 Penalty: 4022.175781
	Iteration 47F: 3 clusters Score -362381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Entering Unmasked Estep 
Score: -3618461.750000 Penalty: 2573.893555
	Iteration 0F: 2 clusters Score -3618462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3596439.750000 Penalty: 5147.787109
	Iteration 0F: 3 clusters Score -3596440 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3604156.250000 Penalty: 5147.787109
	Iteration 1F: 3 clusters Score -3604156 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3604560.750000 Penalty: 5147.787109
	Iteration 2Q: 3 clusters Score -3604561 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3604885.500000 Penalty: 5147.787109
	Iteration 3Q: 3 clusters Score -3604886 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3605174.500000 Penalty: 5147.787109
	Iteration 4Q: 3 clusters Score -3605174 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3605439.750000 Penalty: 5147.787109
	Iteration 5Q: 3 clusters Score -3605440 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3605751.250000 Penalty: 5147.787109
	Iteration 6Q: 3 clusters Score -3605751 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3606116.750000 Penalty: 5147.787109
	Iteration 7Q: 3 clusters Score -3606117 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3606632.500000 Penalty: 5147.787109
	Iteration 8Q: 3 clusters Score -3606632 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3607393.750000 Penalty: 5147.787109
	Iteration 9Q: 3 clusters Score -3607394 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3608418.750000 Penalty: 5147.787109
	Iteration 10F: 3 clusters Score -3608419 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3609771.750000 Penalty: 5147.787109
	Iteration 11F: 3 clusters Score -3609772 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3611297.250000 Penalty: 5147.787109
	Iteration 12F: 3 clusters Score -3611297 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3612905.250000 Penalty: 5147.787109
	Iteration 13F: 3 clusters Score -3612905 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3614194.750000 Penalty: 5147.787109
	Iteration 14Q: 3 clusters Score -3614195 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3615106.500000 Penalty: 5147.787109
	Iteration 15Q: 3 clusters Score -3615106 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3615628.750000 Penalty: 5147.787109
	Iteration 16Q: 3 clusters Score -3615629 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -3615930.250000 Penalty: 5147.787109
	Iteration 17Q: 3 clusters Score -3615930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3616078.750000 Penalty: 5147.787109
	Iteration 18Q: 3 clusters Score -3616079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -3616152.750000 Penalty: 5147.787109
	Iteration 19Q: 3 clusters Score -3616153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3616199.500000 Penalty: 5147.787109
	Iteration 20F: 3 clusters Score -3616200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -3616220.500000 Penalty: 5147.787109
	Iteration 21Q: 3 clusters Score -3616220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3616242.750000 Penalty: 5147.787109
	Iteration 22Q: 3 clusters Score -3616243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3616252.250000 Penalty: 5147.787109
	Iteration 23Q: 3 clusters Score -3616252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3616266.000000 Penalty: 5147.787109
	Iteration 24Q: 3 clusters Score -3616266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3616277.500000 Penalty: 5147.787109
	Iteration 25Q: 3 clusters Score -3616278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3616279.500000 Penalty: 5147.787109
	Iteration 26Q: 3 clusters Score -3616280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3616279.500000 Penalty: 5147.787109
	Iteration 27F: 3 clusters Score -3616280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Entering Unmasked Estep 
Score: -10220938.000000 Penalty: 2823.406982
	Iteration 0F: 2 clusters Score -1.022094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -10161825.000000 Penalty: 5646.813965
	Iteration 0F: 3 clusters Score -1.016182e+07 nChanged 41416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -10185386.000000 Penalty: 5646.813965
	Iteration 1F: 3 clusters Score -1.018539e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -10185997.000000 Penalty: 5646.813965
	Iteration 2Q: 3 clusters Score -1.0186e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -10186773.000000 Penalty: 5646.813965
	Iteration 3Q: 3 clusters Score -1.018677e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -10187802.000000 Penalty: 5646.813965
	Iteration 4Q: 3 clusters Score -1.01878e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -10189372.000000 Penalty: 5646.813965
	Iteration 5Q: 3 clusters Score -1.018937e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -10191877.000000 Penalty: 5646.813965
	Iteration 6F: 3 clusters Score -1.019188e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -10196194.000000 Penalty: 5646.813965
	Iteration 7F: 3 clusters Score -1.019619e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -10202462.000000 Penalty: 5646.813965
	Iteration 8F: 3 clusters Score -1.020246e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -10209280.000000 Penalty: 5646.813965
	Iteration 9F: 3 clusters Score -1.020928e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -10214193.000000 Penalty: 5646.813965
	Iteration 10F: 3 clusters Score -1.021419e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -10216691.000000 Penalty: 5646.813965
	Iteration 11Q: 3 clusters Score -1.021669e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -10217743.000000 Penalty: 5646.813965
	Iteration 12Q: 3 clusters Score -1.021774e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -10218145.000000 Penalty: 5646.813965
	Iteration 13Q: 3 clusters Score -1.021814e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -10218340.000000 Penalty: 5646.813965
	Iteration 14Q: 3 clusters Score -1.021834e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -10218456.000000 Penalty: 5646.813965
	Iteration 15Q: 3 clusters Score -1.021846e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -10218530.000000 Penalty: 5646.813965
	Iteration 16Q: 3 clusters Score -1.021853e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -10218580.000000 Penalty: 5646.813965
	Iteration 17Q: 3 clusters Score -1.021858e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -10218597.000000 Penalty: 5646.813965
	Iteration 18Q: 3 clusters Score -1.02186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -10218619.000000 Penalty: 5646.813965
	Iteration 19Q: 3 clusters Score -1.021862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -10218639.000000 Penalty: 5646.813965
	Iteration 20F: 3 clusters Score -1.021864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -10218646.000000 Penalty: 5646.813965
	Iteration 21Q: 3 clusters Score -1.021865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -10218653.000000 Penalty: 5646.813965
	Iteration 22Q: 3 clusters Score -1.021865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -10218667.000000 Penalty: 5646.813965
	Iteration 23Q: 3 clusters Score -1.021867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -10218659.000000 Penalty: 5646.813965
	Iteration 24Q: 3 clusters Score -1.021866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -10218668.000000 Penalty: 5646.813965
	Iteration 25Q: 3 clusters Score -1.021867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -10218669.000000 Penalty: 5646.813965
	Iteration 26Q: 3 clusters Score -1.021867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -10218669.000000 Penalty: 5646.813965
	Iteration 27Q: 3 clusters Score -1.021867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -10218680.000000 Penalty: 5646.813965
	Iteration 28Q: 3 clusters Score -1.021868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -10218684.000000 Penalty: 5646.813965
	Iteration 29Q: 3 clusters Score -1.021868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -10218684.000000 Penalty: 5646.813965
	Iteration 30Q: 3 clusters Score -1.021868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -10218676.000000 Penalty: 5646.813965
	Iteration 31Q: 3 clusters Score -1.021868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -10218677.000000 Penalty: 5646.813965
	Iteration 32Q: 3 clusters Score -1.021868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -10218681.000000 Penalty: 5646.813965
	Iteration 33Q: 3 clusters Score -1.021868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -10218678.000000 Penalty: 5646.813965
	Iteration 34Q: 3 clusters Score -1.021868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -10218682.000000 Penalty: 5646.813965
	Iteration 35Q: 3 clusters Score -1.021868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -10218681.000000 Penalty: 5646.813965
	Iteration 36Q: 3 clusters Score -1.021868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -10218691.000000 Penalty: 5646.813965
	Iteration 37Q: 3 clusters Score -1.021869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -10218693.000000 Penalty: 5646.813965
	Iteration 38Q: 3 clusters Score -1.021869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -10218690.000000 Penalty: 5646.813965
	Iteration 39Q: 3 clusters Score -1.021869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -10218692.000000 Penalty: 5646.813965
	Iteration 40F: 3 clusters Score -1.021869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (315296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315296 members 
Entering Unmasked Estep 
Score: -36052684.000000 Penalty: 3139.994385
	Iteration 0F: 2 clusters Score -3.605268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -35855640.000000 Penalty: 6279.988770
	Iteration 0F: 3 clusters Score -3.585564e+07 nChanged 152961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 156211 members 
Entering Unmasked Estep 
Score: -35947368.000000 Penalty: 6279.988770
	Iteration 1F: 3 clusters Score -3.594737e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -35949356.000000 Penalty: 6279.988770
	Iteration 2Q: 3 clusters Score -3.594936e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -35951828.000000 Penalty: 6279.988770
	Iteration 3Q: 3 clusters Score -3.595183e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164156 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -35954920.000000 Penalty: 6279.988770
	Iteration 4Q: 3 clusters Score -3.595492e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 147973 members 
Entering Unmasked Estep 
Score: -35959312.000000 Penalty: 6279.988770
	Iteration 5Q: 3 clusters Score -3.595931e+07 nChanged 13860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -35965240.000000 Penalty: 6279.988770
	Iteration 6Q: 3 clusters Score -3.596524e+07 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177569 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -35973520.000000 Penalty: 6279.988770
	Iteration 7F: 3 clusters Score -3.597352e+07 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -35984008.000000 Penalty: 6279.988770
	Iteration 8F: 3 clusters Score -3.598401e+07 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190788 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -35994964.000000 Penalty: 6279.988770
	Iteration 9F: 3 clusters Score -3.599496e+07 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196687 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -36003276.000000 Penalty: 6279.988770
	Iteration 10F: 3 clusters Score -3.600328e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201735 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -36007724.000000 Penalty: 6279.988770
	Iteration 11Q: 3 clusters Score -3.600772e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -36009732.000000 Penalty: 6279.988770
	Iteration 12Q: 3 clusters Score -3.600973e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210404 members 
Mstep: Class 2 contains 104892 members 
Entering Unmasked Estep 
Score: -36011156.000000 Penalty: 6279.988770
	Iteration 13Q: 3 clusters Score -3.601116e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214553 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -36011980.000000 Penalty: 6279.988770
	Iteration 14Q: 3 clusters Score -3.601198e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218855 members 
Mstep: Class 2 contains 96441 members 
Entering Unmasked Estep 
Score: -36012424.000000 Penalty: 6279.988770
	Iteration 15Q: 3 clusters Score -3.601242e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223291 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -36013288.000000 Penalty: 6279.988770
	Iteration 16Q: 3 clusters Score -3.601329e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227859 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -36014316.000000 Penalty: 6279.988770
	Iteration 17Q: 3 clusters Score -3.601432e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232453 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -36015264.000000 Penalty: 6279.988770
	Iteration 18Q: 3 clusters Score -3.601526e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237185 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -36016556.000000 Penalty: 6279.988770
	Iteration 19Q: 3 clusters Score -3.601656e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242175 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -36017524.000000 Penalty: 6279.988770
	Iteration 20F: 3 clusters Score -3.601752e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247289 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -36019004.000000 Penalty: 6279.988770
	Iteration 21Q: 3 clusters Score -3.6019e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252491 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -36020612.000000 Penalty: 6279.988770
	Iteration 22Q: 3 clusters Score -3.602061e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257697 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -36022088.000000 Penalty: 6279.988770
	Iteration 23Q: 3 clusters Score -3.602209e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262955 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -36024236.000000 Penalty: 6279.988770
	Iteration 24Q: 3 clusters Score -3.602424e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268200 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -36026388.000000 Penalty: 6279.988770
	Iteration 25Q: 3 clusters Score -3.602639e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273358 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -36028632.000000 Penalty: 6279.988770
	Iteration 26Q: 3 clusters Score -3.602863e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278352 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -36030868.000000 Penalty: 6279.988770
	Iteration 27Q: 3 clusters Score -3.603087e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283197 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -36033192.000000 Penalty: 6279.988770
	Iteration 28Q: 3 clusters Score -3.603319e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287772 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -36035612.000000 Penalty: 6279.988770
	Iteration 29Q: 3 clusters Score -3.603561e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292050 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -36038056.000000 Penalty: 6279.988770
	Iteration 30Q: 3 clusters Score -3.603806e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296037 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -36040160.000000 Penalty: 6279.988770
	Iteration 31Q: 3 clusters Score -3.604016e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299549 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -36041624.000000 Penalty: 6279.988770
	Iteration 32Q: 3 clusters Score -3.604162e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302539 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -36042944.000000 Penalty: 6279.988770
	Iteration 33Q: 3 clusters Score -3.604294e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305020 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -36044008.000000 Penalty: 6279.988770
	Iteration 34Q: 3 clusters Score -3.604401e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307093 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -36045000.000000 Penalty: 6279.988770
	Iteration 35Q: 3 clusters Score -3.6045e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308813 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -36045916.000000 Penalty: 6279.988770
	Iteration 36Q: 3 clusters Score -3.604592e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310221 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -36046560.000000 Penalty: 6279.988770
	Iteration 37Q: 3 clusters Score -3.604656e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311375 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -36047520.000000 Penalty: 6279.988770
	Iteration 38Q: 3 clusters Score -3.604752e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312307 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -36048096.000000 Penalty: 6279.988770
	Iteration 39Q: 3 clusters Score -3.60481e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313020 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -36048432.000000 Penalty: 6279.988770
	Iteration 40F: 3 clusters Score -3.604843e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313542 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -36048720.000000 Penalty: 6279.988770
	Iteration 41Q: 3 clusters Score -3.604872e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313896 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -36049012.000000 Penalty: 6279.988770
	Iteration 42Q: 3 clusters Score -3.604901e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314138 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -36049276.000000 Penalty: 6279.988770
	Iteration 43Q: 3 clusters Score -3.604928e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314316 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -36049428.000000 Penalty: 6279.988770
	Iteration 44Q: 3 clusters Score -3.604943e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314432 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -36049476.000000 Penalty: 6279.988770
	Iteration 45Q: 3 clusters Score -3.604948e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314519 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -36049616.000000 Penalty: 6279.988770
	Iteration 46Q: 3 clusters Score -3.604962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314573 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -36049692.000000 Penalty: 6279.988770
	Iteration 47Q: 3 clusters Score -3.604969e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314611 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -36049748.000000 Penalty: 6279.988770
	Iteration 48Q: 3 clusters Score -3.604975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314637 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -36049776.000000 Penalty: 6279.988770
	Iteration 49Q: 3 clusters Score -3.604978e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314658 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -36049764.000000 Penalty: 6279.988770
	Iteration 50Q: 3 clusters Score -3.604976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314676 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -36049796.000000 Penalty: 6279.988770
	Iteration 51Q: 3 clusters Score -3.60498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36049788.000000 Penalty: 6279.988770
	Iteration 52Q: 3 clusters Score -3.604979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314703 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -36049820.000000 Penalty: 6279.988770
	Iteration 53Q: 3 clusters Score -3.604982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314716 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -36049820.000000 Penalty: 6279.988770
	Iteration 54Q: 3 clusters Score -3.604982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314722 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -36049808.000000 Penalty: 6279.988770
	Iteration 55Q: 3 clusters Score -3.604981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314724 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36049800.000000 Penalty: 6279.988770
	Iteration 56Q: 3 clusters Score -3.60498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314724 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36049800.000000 Penalty: 6279.988770
	Iteration 57F: 3 clusters Score -3.60498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -411572.625000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -411572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -407876.062500 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -407876.1 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -408700.125000 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -408700.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -408878.968750 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -408879 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -408994.468750 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -408994.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -409080.062500 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -409080.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -409151.656250 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -409151.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -409213.625000 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -409213.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -409265.937500 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -409265.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -409319.875000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -409319.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -409377.000000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -409377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -409427.062500 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -409427.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -409476.656250 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -409476.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -409527.781250 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -409527.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -409584.812500 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -409584.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -409654.000000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -409654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -409736.906250 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -409736.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -409824.375000 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -409824.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -409948.125000 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -409948.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -410086.156250 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -410086.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -410182.875000 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -410182.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -410239.875000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -410239.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -410296.781250 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -410296.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -410341.875000 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -410341.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -410381.187500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -410381.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -410434.031250 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -410434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -410485.187500 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -410485.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -410563.281250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -410563.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -410672.500000 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -410672.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -410821.093750 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -410821.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -410974.562500 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -410974.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -411120.468750 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -411120.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411238.343750 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -411238.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -411341.437500 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -411341.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -411392.562500 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -411392.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -411421.250000 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -411421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -411434.375000 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -411434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -411439.906250 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -411439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -411442.593750 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -411442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -411445.375000 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -411445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -411446.343750 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -411446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -411446.343750 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -411446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -810061.437500 Penalty: 2195.354492
	Iteration 0F: 2 clusters Score -810061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -804240.125000 Penalty: 4390.708984
	Iteration 0F: 3 clusters Score -804240.1 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -805861.687500 Penalty: 4390.708984
	Iteration 1F: 3 clusters Score -805861.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -806104.187500 Penalty: 4390.708984
	Iteration 2F: 3 clusters Score -806104.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -806266.375000 Penalty: 4390.708984
	Iteration 3Q: 3 clusters Score -806266.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -806405.625000 Penalty: 4390.708984
	Iteration 4Q: 3 clusters Score -806405.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -806552.687500 Penalty: 4390.708984
	Iteration 5Q: 3 clusters Score -806552.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -806690.500000 Penalty: 4390.708984
	Iteration 6Q: 3 clusters Score -806690.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -806826.375000 Penalty: 4390.708984
	Iteration 7Q: 3 clusters Score -806826.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -806936.500000 Penalty: 4390.708984
	Iteration 8Q: 3 clusters Score -806936.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -807033.937500 Penalty: 4390.708984
	Iteration 9Q: 3 clusters Score -807033.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -807128.750000 Penalty: 4390.708984
	Iteration 10Q: 3 clusters Score -807128.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -807213.750000 Penalty: 4390.708984
	Iteration 11Q: 3 clusters Score -807213.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -807277.500000 Penalty: 4390.708984
	Iteration 12Q: 3 clusters Score -807277.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -807337.937500 Penalty: 4390.708984
	Iteration 13Q: 3 clusters Score -807337.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -807386.312500 Penalty: 4390.708984
	Iteration 14Q: 3 clusters Score -807386.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -807417.875000 Penalty: 4390.708984
	Iteration 15Q: 3 clusters Score -807417.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -807447.687500 Penalty: 4390.708984
	Iteration 16Q: 3 clusters Score -807447.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -807474.875000 Penalty: 4390.708984
	Iteration 17Q: 3 clusters Score -807474.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -807493.125000 Penalty: 4390.708984
	Iteration 18Q: 3 clusters Score -807493.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -807504.875000 Penalty: 4390.708984
	Iteration 19Q: 3 clusters Score -807504.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -807521.000000 Penalty: 4390.708984
	Iteration 20F: 3 clusters Score -807521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -807534.250000 Penalty: 4390.708984
	Iteration 21Q: 3 clusters Score -807534.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -807546.125000 Penalty: 4390.708984
	Iteration 22Q: 3 clusters Score -807546.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -807558.000000 Penalty: 4390.708984
	Iteration 23Q: 3 clusters Score -807558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -807571.000000 Penalty: 4390.708984
	Iteration 24Q: 3 clusters Score -807571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -807585.812500 Penalty: 4390.708984
	Iteration 25Q: 3 clusters Score -807585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -807596.000000 Penalty: 4390.708984
	Iteration 26Q: 3 clusters Score -807596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -807607.687500 Penalty: 4390.708984
	Iteration 27Q: 3 clusters Score -807607.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -807615.937500 Penalty: 4390.708984
	Iteration 28Q: 3 clusters Score -807615.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -807624.250000 Penalty: 4390.708984
	Iteration 29Q: 3 clusters Score -807624.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -807630.875000 Penalty: 4390.708984
	Iteration 30Q: 3 clusters Score -807630.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -807641.937500 Penalty: 4390.708984
	Iteration 31Q: 3 clusters Score -807641.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -807654.437500 Penalty: 4390.708984
	Iteration 32Q: 3 clusters Score -807654.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -807666.437500 Penalty: 4390.708984
	Iteration 33Q: 3 clusters Score -807666.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -807677.062500 Penalty: 4390.708984
	Iteration 34Q: 3 clusters Score -807677.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -807684.125000 Penalty: 4390.708984
	Iteration 35Q: 3 clusters Score -807684.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -807689.937500 Penalty: 4390.708984
	Iteration 36Q: 3 clusters Score -807689.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -807695.687500 Penalty: 4390.708984
	Iteration 37Q: 3 clusters Score -807695.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -807699.312500 Penalty: 4390.708984
	Iteration 38Q: 3 clusters Score -807699.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807703.312500 Penalty: 4390.708984
	Iteration 39Q: 3 clusters Score -807703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -807705.875000 Penalty: 4390.708984
	Iteration 40F: 3 clusters Score -807705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -807709.250000 Penalty: 4390.708984
	Iteration 41Q: 3 clusters Score -807709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -807708.437500 Penalty: 4390.708984
	Iteration 42Q: 3 clusters Score -807708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -807707.875000 Penalty: 4390.708984
	Iteration 43Q: 3 clusters Score -807707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -807710.250000 Penalty: 4390.708984
	Iteration 44Q: 3 clusters Score -807710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807711.875000 Penalty: 4390.708984
	Iteration 45Q: 3 clusters Score -807711.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807718.312500 Penalty: 4390.708984
	Iteration 46Q: 3 clusters Score -807718.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -807721.062500 Penalty: 4390.708984
	Iteration 47Q: 3 clusters Score -807721.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -807725.875000 Penalty: 4390.708984
	Iteration 48Q: 3 clusters Score -807725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -807725.625000 Penalty: 4390.708984
	Iteration 49Q: 3 clusters Score -807725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -807727.750000 Penalty: 4390.708984
	Iteration 50Q: 3 clusters Score -807727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -807728.500000 Penalty: 4390.708984
	Iteration 51Q: 3 clusters Score -807728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -807727.875000 Penalty: 4390.708984
	Iteration 52Q: 3 clusters Score -807727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -807728.812500 Penalty: 4390.708984
	Iteration 53Q: 3 clusters Score -807728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -807731.500000 Penalty: 4390.708984
	Iteration 54Q: 3 clusters Score -807731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -807731.750000 Penalty: 4390.708984
	Iteration 55Q: 3 clusters Score -807731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -807731.187500 Penalty: 4390.708984
	Iteration 56Q: 3 clusters Score -807731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -807734.687500 Penalty: 4390.708984
	Iteration 57Q: 3 clusters Score -807734.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -807735.625000 Penalty: 4390.708984
	Iteration 58Q: 3 clusters Score -807735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -807736.437500 Penalty: 4390.708984
	Iteration 59Q: 3 clusters Score -807736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -807738.125000 Penalty: 4390.708984
	Iteration 60F: 3 clusters Score -807738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -807739.875000 Penalty: 4390.708984
	Iteration 61Q: 3 clusters Score -807739.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -807739.375000 Penalty: 4390.708984
	Iteration 62Q: 3 clusters Score -807739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -807743.625000 Penalty: 4390.708984
	Iteration 63Q: 3 clusters Score -807743.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -807744.812500 Penalty: 4390.708984
	Iteration 64Q: 3 clusters Score -807744.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -807747.750000 Penalty: 4390.708984
	Iteration 65Q: 3 clusters Score -807747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -807748.187500 Penalty: 4390.708984
	Iteration 66Q: 3 clusters Score -807748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -807750.187500 Penalty: 4390.708984
	Iteration 67Q: 3 clusters Score -807750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -807751.062500 Penalty: 4390.708984
	Iteration 68Q: 3 clusters Score -807751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -807753.437500 Penalty: 4390.708984
	Iteration 69Q: 3 clusters Score -807753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -807754.687500 Penalty: 4390.708984
	Iteration 70Q: 3 clusters Score -807754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807756.375000 Penalty: 4390.708984
	Iteration 71Q: 3 clusters Score -807756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807755.625000 Penalty: 4390.708984
	Iteration 72Q: 3 clusters Score -807755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -807757.375000 Penalty: 4390.708984
	Iteration 73Q: 3 clusters Score -807757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -807758.062500 Penalty: 4390.708984
	Iteration 74Q: 3 clusters Score -807758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807758.750000 Penalty: 4390.708984
	Iteration 75Q: 3 clusters Score -807758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -807758.500000 Penalty: 4390.708984
	Iteration 76Q: 3 clusters Score -807758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -807760.562500 Penalty: 4390.708984
	Iteration 77Q: 3 clusters Score -807760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -807760.125000 Penalty: 4390.708984
	Iteration 78Q: 3 clusters Score -807760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -807759.875000 Penalty: 4390.708984
	Iteration 79Q: 3 clusters Score -807759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -807761.437500 Penalty: 4390.708984
	Iteration 80F: 3 clusters Score -807761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -807762.000000 Penalty: 4390.708984
	Iteration 81Q: 3 clusters Score -807762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -807762.625000 Penalty: 4390.708984
	Iteration 82Q: 3 clusters Score -807762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -807763.812500 Penalty: 4390.708984
	Iteration 83Q: 3 clusters Score -807763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -807762.562500 Penalty: 4390.708984
	Iteration 84Q: 3 clusters Score -807762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -807763.375000 Penalty: 4390.708984
	Iteration 85Q: 3 clusters Score -807763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -807763.187500 Penalty: 4390.708984
	Iteration 86Q: 3 clusters Score -807763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -807762.812500 Penalty: 4390.708984
	Iteration 87Q: 3 clusters Score -807762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -807764.187500 Penalty: 4390.708984
	Iteration 88Q: 3 clusters Score -807764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -807763.187500 Penalty: 4390.708984
	Iteration 89Q: 3 clusters Score -807763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -807763.687500 Penalty: 4390.708984
	Iteration 90Q: 3 clusters Score -807763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -807763.000000 Penalty: 4390.708984
	Iteration 91Q: 3 clusters Score -807763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -807762.250000 Penalty: 4390.708984
	Iteration 92Q: 3 clusters Score -807762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -807762.250000 Penalty: 4390.708984
	Iteration 93F: 3 clusters Score -807762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Entering Unmasked Estep 
Score: -4170536.500000 Penalty: 2598.632812
	Iteration 0F: 2 clusters Score -4170536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4146435.750000 Penalty: 5197.265625
	Iteration 0F: 3 clusters Score -4146436 nChanged 16115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4155269.750000 Penalty: 5197.265625
	Iteration 1F: 3 clusters Score -4155270 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4155737.250000 Penalty: 5197.265625
	Iteration 2Q: 3 clusters Score -4155737 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4156158.250000 Penalty: 5197.265625
	Iteration 3Q: 3 clusters Score -4156158 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4156608.750000 Penalty: 5197.265625
	Iteration 4Q: 3 clusters Score -4156609 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4157150.750000 Penalty: 5197.265625
	Iteration 5Q: 3 clusters Score -4157151 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -4157713.750000 Penalty: 5197.265625
	Iteration 6Q: 3 clusters Score -4157714 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4158434.250000 Penalty: 5197.265625
	Iteration 7Q: 3 clusters Score -4158434 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4159396.000000 Penalty: 5197.265625
	Iteration 8F: 3 clusters Score -4159396 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4160696.500000 Penalty: 5197.265625
	Iteration 9F: 3 clusters Score -4160696 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4162297.750000 Penalty: 5197.265625
	Iteration 10F: 3 clusters Score -4162298 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4163749.750000 Penalty: 5197.265625
	Iteration 11F: 3 clusters Score -4163750 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -4164869.750000 Penalty: 5197.265625
	Iteration 12Q: 3 clusters Score -4164870 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -4165624.750000 Penalty: 5197.265625
	Iteration 13Q: 3 clusters Score -4165625 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4166129.000000 Penalty: 5197.265625
	Iteration 14Q: 3 clusters Score -4166129 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4166482.250000 Penalty: 5197.265625
	Iteration 15Q: 3 clusters Score -4166482 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4166799.250000 Penalty: 5197.265625
	Iteration 16Q: 3 clusters Score -4166799 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4167108.250000 Penalty: 5197.265625
	Iteration 17Q: 3 clusters Score -4167108 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4167379.750000 Penalty: 5197.265625
	Iteration 18Q: 3 clusters Score -4167380 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4167621.000000 Penalty: 5197.265625
	Iteration 19Q: 3 clusters Score -4167621 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4167830.500000 Penalty: 5197.265625
	Iteration 20F: 3 clusters Score -4167830 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4167984.000000 Penalty: 5197.265625
	Iteration 21Q: 3 clusters Score -4167984 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4168142.250000 Penalty: 5197.265625
	Iteration 22Q: 3 clusters Score -4168142 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4168287.250000 Penalty: 5197.265625
	Iteration 23Q: 3 clusters Score -4168287 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4168434.750000 Penalty: 5197.265625
	Iteration 24Q: 3 clusters Score -4168435 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4168537.750000 Penalty: 5197.265625
	Iteration 25Q: 3 clusters Score -4168538 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4168614.000000 Penalty: 5197.265625
	Iteration 26Q: 3 clusters Score -4168614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4168698.250000 Penalty: 5197.265625
	Iteration 27Q: 3 clusters Score -4168698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4168773.000000 Penalty: 5197.265625
	Iteration 28Q: 3 clusters Score -4168773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4168833.500000 Penalty: 5197.265625
	Iteration 29Q: 3 clusters Score -4168834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4168881.000000 Penalty: 5197.265625
	Iteration 30Q: 3 clusters Score -4168881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4168928.500000 Penalty: 5197.265625
	Iteration 31Q: 3 clusters Score -4168928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4168965.000000 Penalty: 5197.265625
	Iteration 32Q: 3 clusters Score -4168965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4168990.500000 Penalty: 5197.265625
	Iteration 33Q: 3 clusters Score -4168990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4169010.250000 Penalty: 5197.265625
	Iteration 34Q: 3 clusters Score -4169010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4169029.500000 Penalty: 5197.265625
	Iteration 35Q: 3 clusters Score -4169030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4169041.500000 Penalty: 5197.265625
	Iteration 36Q: 3 clusters Score -4169042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4169047.000000 Penalty: 5197.265625
	Iteration 37Q: 3 clusters Score -4169047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4169062.250000 Penalty: 5197.265625
	Iteration 38Q: 3 clusters Score -4169062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4169077.500000 Penalty: 5197.265625
	Iteration 39Q: 3 clusters Score -4169078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4169093.250000 Penalty: 5197.265625
	Iteration 40F: 3 clusters Score -4169093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4169103.500000 Penalty: 5197.265625
	Iteration 41Q: 3 clusters Score -4169104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4169110.250000 Penalty: 5197.265625
	Iteration 42Q: 3 clusters Score -4169110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4169115.250000 Penalty: 5197.265625
	Iteration 43Q: 3 clusters Score -4169115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4169119.500000 Penalty: 5197.265625
	Iteration 44Q: 3 clusters Score -4169120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4169128.500000 Penalty: 5197.265625
	Iteration 45Q: 3 clusters Score -4169128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4169128.500000 Penalty: 5197.265625
	Iteration 46Q: 3 clusters Score -4169128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4169127.750000 Penalty: 5197.265625
	Iteration 47Q: 3 clusters Score -4169128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4169134.750000 Penalty: 5197.265625
	Iteration 48Q: 3 clusters Score -4169135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4169133.000000 Penalty: 5197.265625
	Iteration 49Q: 3 clusters Score -4169133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4169132.000000 Penalty: 5197.265625
	Iteration 50Q: 3 clusters Score -4169132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4169132.000000 Penalty: 5197.265625
	Iteration 51F: 3 clusters Score -4169132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -84053.546875 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -84053.55 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 417 members 
Entering Unmasked Estep 
Score: -82247.593750 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -82247.59 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82489.156250 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -82489.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82579.257812 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -82579.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82652.343750 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -82652.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82706.507812 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -82706.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82772.554688 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -82772.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82884.648438 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -82884.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83028.843750 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -83028.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83123.054688 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -83123.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83169.835938 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -83169.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83215.437500 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -83215.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83267.664062 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -83267.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83304.960938 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -83304.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83337.437500 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -83337.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83376.382812 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -83376.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83434.476562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -83434.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83499.734375 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -83499.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83574.882812 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -83574.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83625.742188 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -83625.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83682.914062 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -83682.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83731.476562 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -83731.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83822.507812 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -83822.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83836.125000 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -83836.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83838.812500 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -83838.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83841.007812 Penalty: 3347.384766
	Iteration 24Q: 3 clusters Score -83841.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83842.171875 Penalty: 3347.384766
	Iteration 25Q: 3 clusters Score -83842.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83842.171875 Penalty: 3347.384766
	Iteration 26F: 3 clusters Score -83842.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -53884.269531 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -53884.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52324.066406 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -52324.07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52499.316406 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -52499.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52571.339844 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -52571.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52600.750000 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -52600.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52621.570312 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -52621.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52642.273438 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -52642.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52650.050781 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -52650.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52650.050781 Penalty: 3104.752441
	Iteration 7F: 3 clusters Score -52650.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Entering Unmasked Estep 
Score: -2083820.875000 Penalty: 2428.983154
	Iteration 0F: 2 clusters Score -2083821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2071122.875000 Penalty: 4857.966309
	Iteration 0F: 3 clusters Score -2071123 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2075366.375000 Penalty: 4857.966309
	Iteration 1F: 3 clusters Score -2075366 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2075968.000000 Penalty: 4857.966309
	Iteration 2F: 3 clusters Score -2075968 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2076522.750000 Penalty: 4857.966309
	Iteration 3F: 3 clusters Score -2076523 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2076958.625000 Penalty: 4857.966309
	Iteration 4F: 3 clusters Score -2076959 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2077337.125000 Penalty: 4857.966309
	Iteration 5Q: 3 clusters Score -2077337 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2077665.000000 Penalty: 4857.966309
	Iteration 6Q: 3 clusters Score -2077665 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2077920.500000 Penalty: 4857.966309
	Iteration 7Q: 3 clusters Score -2077920 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2078141.875000 Penalty: 4857.966309
	Iteration 8Q: 3 clusters Score -2078142 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2078329.625000 Penalty: 4857.966309
	Iteration 9Q: 3 clusters Score -2078330 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2078495.250000 Penalty: 4857.966309
	Iteration 10Q: 3 clusters Score -2078495 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2078613.000000 Penalty: 4857.966309
	Iteration 11Q: 3 clusters Score -2078613 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2078762.375000 Penalty: 4857.966309
	Iteration 12Q: 3 clusters Score -2078762 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2078917.375000 Penalty: 4857.966309
	Iteration 13Q: 3 clusters Score -2078917 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2079107.125000 Penalty: 4857.966309
	Iteration 14Q: 3 clusters Score -2079107 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2079335.500000 Penalty: 4857.966309
	Iteration 15Q: 3 clusters Score -2079336 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2079576.625000 Penalty: 4857.966309
	Iteration 16Q: 3 clusters Score -2079577 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2079828.625000 Penalty: 4857.966309
	Iteration 17Q: 3 clusters Score -2079829 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2080051.000000 Penalty: 4857.966309
	Iteration 18Q: 3 clusters Score -2080051 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2080235.125000 Penalty: 4857.966309
	Iteration 19Q: 3 clusters Score -2080235 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2080377.875000 Penalty: 4857.966309
	Iteration 20F: 3 clusters Score -2080378 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2080505.375000 Penalty: 4857.966309
	Iteration 21Q: 3 clusters Score -2080505 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2080614.625000 Penalty: 4857.966309
	Iteration 22Q: 3 clusters Score -2080615 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2080710.125000 Penalty: 4857.966309
	Iteration 23Q: 3 clusters Score -2080710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2080789.500000 Penalty: 4857.966309
	Iteration 24Q: 3 clusters Score -2080790 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2080864.500000 Penalty: 4857.966309
	Iteration 25Q: 3 clusters Score -2080864 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2080943.250000 Penalty: 4857.966309
	Iteration 26Q: 3 clusters Score -2080943 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2081023.750000 Penalty: 4857.966309
	Iteration 27Q: 3 clusters Score -2081024 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2081090.875000 Penalty: 4857.966309
	Iteration 28Q: 3 clusters Score -2081091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2081158.250000 Penalty: 4857.966309
	Iteration 29Q: 3 clusters Score -2081158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2081248.375000 Penalty: 4857.966309
	Iteration 30Q: 3 clusters Score -2081248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2081327.500000 Penalty: 4857.966309
	Iteration 31Q: 3 clusters Score -2081328 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2081382.750000 Penalty: 4857.966309
	Iteration 32Q: 3 clusters Score -2081383 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2081438.125000 Penalty: 4857.966309
	Iteration 33Q: 3 clusters Score -2081438 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2081504.625000 Penalty: 4857.966309
	Iteration 34Q: 3 clusters Score -2081505 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2081551.750000 Penalty: 4857.966309
	Iteration 35Q: 3 clusters Score -2081552 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2081609.625000 Penalty: 4857.966309
	Iteration 36Q: 3 clusters Score -2081610 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2081672.875000 Penalty: 4857.966309
	Iteration 37Q: 3 clusters Score -2081673 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2081717.500000 Penalty: 4857.966309
	Iteration 38Q: 3 clusters Score -2081718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2081755.875000 Penalty: 4857.966309
	Iteration 39Q: 3 clusters Score -2081756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2081790.250000 Penalty: 4857.966309
	Iteration 40F: 3 clusters Score -2081790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2081828.250000 Penalty: 4857.966309
	Iteration 41Q: 3 clusters Score -2081828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2081863.125000 Penalty: 4857.966309
	Iteration 42Q: 3 clusters Score -2081863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2081898.375000 Penalty: 4857.966309
	Iteration 43Q: 3 clusters Score -2081898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2081929.625000 Penalty: 4857.966309
	Iteration 44Q: 3 clusters Score -2081930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2081968.750000 Penalty: 4857.966309
	Iteration 45Q: 3 clusters Score -2081969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2082004.250000 Penalty: 4857.966309
	Iteration 46Q: 3 clusters Score -2082004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2082047.125000 Penalty: 4857.966309
	Iteration 47Q: 3 clusters Score -2082047 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2082095.625000 Penalty: 4857.966309
	Iteration 48Q: 3 clusters Score -2082096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2082126.875000 Penalty: 4857.966309
	Iteration 49Q: 3 clusters Score -2082127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2082158.375000 Penalty: 4857.966309
	Iteration 50Q: 3 clusters Score -2082158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2082189.500000 Penalty: 4857.966309
	Iteration 51Q: 3 clusters Score -2082190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2082211.250000 Penalty: 4857.966309
	Iteration 52Q: 3 clusters Score -2082211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2082239.875000 Penalty: 4857.966309
	Iteration 53Q: 3 clusters Score -2082240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2082270.125000 Penalty: 4857.966309
	Iteration 54Q: 3 clusters Score -2082270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2082291.625000 Penalty: 4857.966309
	Iteration 55Q: 3 clusters Score -2082292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2082312.625000 Penalty: 4857.966309
	Iteration 56Q: 3 clusters Score -2082313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2082341.625000 Penalty: 4857.966309
	Iteration 57Q: 3 clusters Score -2082342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2082364.500000 Penalty: 4857.966309
	Iteration 58Q: 3 clusters Score -2082364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2082383.875000 Penalty: 4857.966309
	Iteration 59Q: 3 clusters Score -2082384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2082401.625000 Penalty: 4857.966309
	Iteration 60F: 3 clusters Score -2082402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2082418.000000 Penalty: 4857.966309
	Iteration 61Q: 3 clusters Score -2082418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2082427.750000 Penalty: 4857.966309
	Iteration 62Q: 3 clusters Score -2082428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2082436.875000 Penalty: 4857.966309
	Iteration 63Q: 3 clusters Score -2082437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2082446.875000 Penalty: 4857.966309
	Iteration 64Q: 3 clusters Score -2082447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2082462.750000 Penalty: 4857.966309
	Iteration 65Q: 3 clusters Score -2082463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2082475.125000 Penalty: 4857.966309
	Iteration 66Q: 3 clusters Score -2082475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2082477.375000 Penalty: 4857.966309
	Iteration 67Q: 3 clusters Score -2082477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2082484.750000 Penalty: 4857.966309
	Iteration 68Q: 3 clusters Score -2082485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2082483.250000 Penalty: 4857.966309
	Iteration 69Q: 3 clusters Score -2082483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2082489.000000 Penalty: 4857.966309
	Iteration 70Q: 3 clusters Score -2082489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2082493.625000 Penalty: 4857.966309
	Iteration 71Q: 3 clusters Score -2082494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2082495.375000 Penalty: 4857.966309
	Iteration 72Q: 3 clusters Score -2082495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2082499.875000 Penalty: 4857.966309
	Iteration 73Q: 3 clusters Score -2082500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2082504.375000 Penalty: 4857.966309
	Iteration 74Q: 3 clusters Score -2082504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2082509.500000 Penalty: 4857.966309
	Iteration 75Q: 3 clusters Score -2082510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2082509.750000 Penalty: 4857.966309
	Iteration 76Q: 3 clusters Score -2082510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2082516.625000 Penalty: 4857.966309
	Iteration 77Q: 3 clusters Score -2082517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2082523.000000 Penalty: 4857.966309
	Iteration 78Q: 3 clusters Score -2082523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2082521.750000 Penalty: 4857.966309
	Iteration 79Q: 3 clusters Score -2082522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2082522.250000 Penalty: 4857.966309
	Iteration 80F: 3 clusters Score -2082522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2082525.250000 Penalty: 4857.966309
	Iteration 81Q: 3 clusters Score -2082525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2082525.000000 Penalty: 4857.966309
	Iteration 82Q: 3 clusters Score -2082525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2082525.625000 Penalty: 4857.966309
	Iteration 83Q: 3 clusters Score -2082526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2082525.625000 Penalty: 4857.966309
	Iteration 84F: 3 clusters Score -2082526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -112317.203125 Penalty: 1724.513672
	Iteration 0F: 2 clusters Score -112317.2 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 514 members 
Entering Unmasked Estep 
Score: -110349.320312 Penalty: 3449.027344
	Iteration 0F: 3 clusters Score -110349.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110633.812500 Penalty: 3449.027344
	Iteration 1F: 3 clusters Score -110633.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110736.148438 Penalty: 3449.027344
	Iteration 2F: 3 clusters Score -110736.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110796.632812 Penalty: 3449.027344
	Iteration 3Q: 3 clusters Score -110796.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110856.789062 Penalty: 3449.027344
	Iteration 4Q: 3 clusters Score -110856.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110899.601562 Penalty: 3449.027344
	Iteration 5Q: 3 clusters Score -110899.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110935.070312 Penalty: 3449.027344
	Iteration 6Q: 3 clusters Score -110935.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110976.929688 Penalty: 3449.027344
	Iteration 7Q: 3 clusters Score -110976.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111028.234375 Penalty: 3449.027344
	Iteration 8Q: 3 clusters Score -111028.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111084.140625 Penalty: 3449.027344
	Iteration 9Q: 3 clusters Score -111084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111144.085938 Penalty: 3449.027344
	Iteration 10Q: 3 clusters Score -111144.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -111236.273438 Penalty: 3449.027344
	Iteration 11Q: 3 clusters Score -111236.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -111305.570312 Penalty: 3449.027344
	Iteration 12Q: 3 clusters Score -111305.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111389.640625 Penalty: 3449.027344
	Iteration 13Q: 3 clusters Score -111389.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111487.046875 Penalty: 3449.027344
	Iteration 14Q: 3 clusters Score -111487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -111569.773438 Penalty: 3449.027344
	Iteration 15Q: 3 clusters Score -111569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111619.851562 Penalty: 3449.027344
	Iteration 16Q: 3 clusters Score -111619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111670.109375 Penalty: 3449.027344
	Iteration 17Q: 3 clusters Score -111670.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111708.914062 Penalty: 3449.027344
	Iteration 18Q: 3 clusters Score -111708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111723.742188 Penalty: 3449.027344
	Iteration 19Q: 3 clusters Score -111723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -111733.015625 Penalty: 3449.027344
	Iteration 20F: 3 clusters Score -111733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111746.039062 Penalty: 3449.027344
	Iteration 21Q: 3 clusters Score -111746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -111748.250000 Penalty: 3449.027344
	Iteration 22Q: 3 clusters Score -111748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -111748.250000 Penalty: 3449.027344
	Iteration 23F: 3 clusters Score -111748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98309 members 
Entering Unmasked Estep 
Score: -11364368.000000 Penalty: 2850.975830
	Iteration 0F: 2 clusters Score -1.136437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -11298390.000000 Penalty: 5701.951660
	Iteration 0F: 3 clusters Score -1.129839e+07 nChanged 46717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -11325612.000000 Penalty: 5701.951660
	Iteration 1F: 3 clusters Score -1.132561e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -11326677.000000 Penalty: 5701.951660
	Iteration 2Q: 3 clusters Score -1.132668e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -11327904.000000 Penalty: 5701.951660
	Iteration 3Q: 3 clusters Score -1.13279e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -11329425.000000 Penalty: 5701.951660
	Iteration 4Q: 3 clusters Score -1.132942e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -11331433.000000 Penalty: 5701.951660
	Iteration 5Q: 3 clusters Score -1.133143e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -11333632.000000 Penalty: 5701.951660
	Iteration 6F: 3 clusters Score -1.133363e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -11335859.000000 Penalty: 5701.951660
	Iteration 7F: 3 clusters Score -1.133586e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -11337683.000000 Penalty: 5701.951660
	Iteration 8Q: 3 clusters Score -1.133768e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -11339116.000000 Penalty: 5701.951660
	Iteration 9Q: 3 clusters Score -1.133912e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -11340423.000000 Penalty: 5701.951660
	Iteration 10Q: 3 clusters Score -1.134042e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -11341610.000000 Penalty: 5701.951660
	Iteration 11Q: 3 clusters Score -1.134161e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -11342743.000000 Penalty: 5701.951660
	Iteration 12Q: 3 clusters Score -1.134274e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -11344035.000000 Penalty: 5701.951660
	Iteration 13Q: 3 clusters Score -1.134404e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -11345654.000000 Penalty: 5701.951660
	Iteration 14Q: 3 clusters Score -1.134565e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -11347677.000000 Penalty: 5701.951660
	Iteration 15Q: 3 clusters Score -1.134768e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -11349982.000000 Penalty: 5701.951660
	Iteration 16Q: 3 clusters Score -1.134998e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -11352344.000000 Penalty: 5701.951660
	Iteration 17Q: 3 clusters Score -1.135234e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -11354901.000000 Penalty: 5701.951660
	Iteration 18Q: 3 clusters Score -1.13549e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -11356688.000000 Penalty: 5701.951660
	Iteration 19Q: 3 clusters Score -1.135669e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -11357872.000000 Penalty: 5701.951660
	Iteration 20F: 3 clusters Score -1.135787e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -11358800.000000 Penalty: 5701.951660
	Iteration 21Q: 3 clusters Score -1.13588e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -11359442.000000 Penalty: 5701.951660
	Iteration 22Q: 3 clusters Score -1.135944e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -11359962.000000 Penalty: 5701.951660
	Iteration 23Q: 3 clusters Score -1.135996e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -11360356.000000 Penalty: 5701.951660
	Iteration 24Q: 3 clusters Score -1.136036e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -11360719.000000 Penalty: 5701.951660
	Iteration 25Q: 3 clusters Score -1.136072e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -11360952.000000 Penalty: 5701.951660
	Iteration 26Q: 3 clusters Score -1.136095e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -11361141.000000 Penalty: 5701.951660
	Iteration 27Q: 3 clusters Score -1.136114e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -11361307.000000 Penalty: 5701.951660
	Iteration 28Q: 3 clusters Score -1.136131e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -11361391.000000 Penalty: 5701.951660
	Iteration 29Q: 3 clusters Score -1.136139e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -11361530.000000 Penalty: 5701.951660
	Iteration 30Q: 3 clusters Score -1.136153e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -11361639.000000 Penalty: 5701.951660
	Iteration 31Q: 3 clusters Score -1.136164e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -11361693.000000 Penalty: 5701.951660
	Iteration 32Q: 3 clusters Score -1.136169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -11361715.000000 Penalty: 5701.951660
	Iteration 33Q: 3 clusters Score -1.136172e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -11361758.000000 Penalty: 5701.951660
	Iteration 34Q: 3 clusters Score -1.136176e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -11361796.000000 Penalty: 5701.951660
	Iteration 35Q: 3 clusters Score -1.13618e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -11361823.000000 Penalty: 5701.951660
	Iteration 36Q: 3 clusters Score -1.136182e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -11361837.000000 Penalty: 5701.951660
	Iteration 37Q: 3 clusters Score -1.136184e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 96638 members 
Entering Unmasked Estep 
Score: -11361844.000000 Penalty: 5701.951660
	Iteration 38Q: 3 clusters Score -1.136184e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -11361872.000000 Penalty: 5701.951660
	Iteration 39Q: 3 clusters Score -1.136187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -11361894.000000 Penalty: 5701.951660
	Iteration 40F: 3 clusters Score -1.136189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -11361911.000000 Penalty: 5701.951660
	Iteration 41Q: 3 clusters Score -1.136191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -11361910.000000 Penalty: 5701.951660
	Iteration 42Q: 3 clusters Score -1.136191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -11361915.000000 Penalty: 5701.951660
	Iteration 43Q: 3 clusters Score -1.136192e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -11361920.000000 Penalty: 5701.951660
	Iteration 44Q: 3 clusters Score -1.136192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -11361938.000000 Penalty: 5701.951660
	Iteration 45Q: 3 clusters Score -1.136194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -11361948.000000 Penalty: 5701.951660
	Iteration 46Q: 3 clusters Score -1.136195e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -11361949.000000 Penalty: 5701.951660
	Iteration 47Q: 3 clusters Score -1.136195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -11361945.000000 Penalty: 5701.951660
	Iteration 48Q: 3 clusters Score -1.136194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -11361963.000000 Penalty: 5701.951660
	Iteration 49Q: 3 clusters Score -1.136196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -11361964.000000 Penalty: 5701.951660
	Iteration 50Q: 3 clusters Score -1.136196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -11361964.000000 Penalty: 5701.951660
	Iteration 51Q: 3 clusters Score -1.136196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -11361963.000000 Penalty: 5701.951660
	Iteration 52Q: 3 clusters Score -1.136196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -11361974.000000 Penalty: 5701.951660
	Iteration 53Q: 3 clusters Score -1.136197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -11361973.000000 Penalty: 5701.951660
	Iteration 54Q: 3 clusters Score -1.136197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -11361980.000000 Penalty: 5701.951660
	Iteration 55Q: 3 clusters Score -1.136198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -11361984.000000 Penalty: 5701.951660
	Iteration 56Q: 3 clusters Score -1.136198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -11361986.000000 Penalty: 5701.951660
	Iteration 57Q: 3 clusters Score -1.136199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -11361984.000000 Penalty: 5701.951660
	Iteration 58Q: 3 clusters Score -1.136198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -11361990.000000 Penalty: 5701.951660
	Iteration 59Q: 3 clusters Score -1.136199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -11361990.000000 Penalty: 5701.951660
	Iteration 60F: 3 clusters Score -1.136199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -42760.253906 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -42760.25 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 220 members 
Entering Unmasked Estep 
Score: -41402.468750 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -41402.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41652.375000 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -41652.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41767.484375 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -41767.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41801.078125 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -41801.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41807.855469 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -41807.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41811.257812 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -41811.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41819.691406 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -41819.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41824.726562 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -41824.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41826.148438 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -41826.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41826.148438 Penalty: 3021.289795
	Iteration 9F: 3 clusters Score -41826.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -1034382.312500 Penalty: 2263.404785
	Iteration 0F: 2 clusters Score -1034382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1027194.312500 Penalty: 4526.809570
	Iteration 0F: 3 clusters Score -1027194 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1029223.437500 Penalty: 4526.809570
	Iteration 1F: 3 clusters Score -1029223 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1029602.750000 Penalty: 4526.809570
	Iteration 2F: 3 clusters Score -1029603 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1029871.812500 Penalty: 4526.809570
	Iteration 3F: 3 clusters Score -1029872 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1030074.562500 Penalty: 4526.809570
	Iteration 4Q: 3 clusters Score -1030075 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1030232.812500 Penalty: 4526.809570
	Iteration 5Q: 3 clusters Score -1030233 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1030369.312500 Penalty: 4526.809570
	Iteration 6Q: 3 clusters Score -1030369 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1030517.375000 Penalty: 4526.809570
	Iteration 7Q: 3 clusters Score -1030517 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1030671.500000 Penalty: 4526.809570
	Iteration 8Q: 3 clusters Score -1030672 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1030823.312500 Penalty: 4526.809570
	Iteration 9Q: 3 clusters Score -1030823 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1030967.687500 Penalty: 4526.809570
	Iteration 10Q: 3 clusters Score -1030968 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1031116.937500 Penalty: 4526.809570
	Iteration 11Q: 3 clusters Score -1031117 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1031271.687500 Penalty: 4526.809570
	Iteration 12Q: 3 clusters Score -1031272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1031452.875000 Penalty: 4526.809570
	Iteration 13Q: 3 clusters Score -1031453 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1031608.562500 Penalty: 4526.809570
	Iteration 14Q: 3 clusters Score -1031609 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1031729.187500 Penalty: 4526.809570
	Iteration 15Q: 3 clusters Score -1031729 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1031844.187500 Penalty: 4526.809570
	Iteration 16Q: 3 clusters Score -1031844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1031930.187500 Penalty: 4526.809570
	Iteration 17Q: 3 clusters Score -1031930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1032012.062500 Penalty: 4526.809570
	Iteration 18Q: 3 clusters Score -1032012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1032089.875000 Penalty: 4526.809570
	Iteration 19Q: 3 clusters Score -1032090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1032154.750000 Penalty: 4526.809570
	Iteration 20F: 3 clusters Score -1032155 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1032207.875000 Penalty: 4526.809570
	Iteration 21Q: 3 clusters Score -1032208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1032254.750000 Penalty: 4526.809570
	Iteration 22Q: 3 clusters Score -1032255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1032290.625000 Penalty: 4526.809570
	Iteration 23Q: 3 clusters Score -1032291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1032322.812500 Penalty: 4526.809570
	Iteration 24Q: 3 clusters Score -1032323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1032340.375000 Penalty: 4526.809570
	Iteration 25Q: 3 clusters Score -1032340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1032361.875000 Penalty: 4526.809570
	Iteration 26Q: 3 clusters Score -1032362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1032372.625000 Penalty: 4526.809570
	Iteration 27Q: 3 clusters Score -1032373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1032384.875000 Penalty: 4526.809570
	Iteration 28Q: 3 clusters Score -1032385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1032395.000000 Penalty: 4526.809570
	Iteration 29Q: 3 clusters Score -1032395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1032405.750000 Penalty: 4526.809570
	Iteration 30Q: 3 clusters Score -1032406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1032418.250000 Penalty: 4526.809570
	Iteration 31Q: 3 clusters Score -1032418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1032429.687500 Penalty: 4526.809570
	Iteration 32Q: 3 clusters Score -1032430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1032440.687500 Penalty: 4526.809570
	Iteration 33Q: 3 clusters Score -1032441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1032450.500000 Penalty: 4526.809570
	Iteration 34Q: 3 clusters Score -1032450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1032457.875000 Penalty: 4526.809570
	Iteration 35Q: 3 clusters Score -1032458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1032465.187500 Penalty: 4526.809570
	Iteration 36Q: 3 clusters Score -1032465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1032474.500000 Penalty: 4526.809570
	Iteration 37Q: 3 clusters Score -1032474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1032474.062500 Penalty: 4526.809570
	Iteration 38Q: 3 clusters Score -1032474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1032478.000000 Penalty: 4526.809570
	Iteration 39Q: 3 clusters Score -1032478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1032482.562500 Penalty: 4526.809570
	Iteration 40F: 3 clusters Score -1032483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1032485.937500 Penalty: 4526.809570
	Iteration 41Q: 3 clusters Score -1032486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1032492.125000 Penalty: 4526.809570
	Iteration 42Q: 3 clusters Score -1032492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1032500.875000 Penalty: 4526.809570
	Iteration 43Q: 3 clusters Score -1032501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1032505.625000 Penalty: 4526.809570
	Iteration 44Q: 3 clusters Score -1032506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1032509.187500 Penalty: 4526.809570
	Iteration 45Q: 3 clusters Score -1032509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1032513.125000 Penalty: 4526.809570
	Iteration 46Q: 3 clusters Score -1032513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1032517.875000 Penalty: 4526.809570
	Iteration 47Q: 3 clusters Score -1032518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1032520.062500 Penalty: 4526.809570
	Iteration 48Q: 3 clusters Score -1032520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1032525.312500 Penalty: 4526.809570
	Iteration 49Q: 3 clusters Score -1032525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1032529.250000 Penalty: 4526.809570
	Iteration 50Q: 3 clusters Score -1032529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1032529.312500 Penalty: 4526.809570
	Iteration 51Q: 3 clusters Score -1032529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1032528.437500 Penalty: 4526.809570
	Iteration 52Q: 3 clusters Score -1032528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1032529.187500 Penalty: 4526.809570
	Iteration 53Q: 3 clusters Score -1032529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1032529.062500 Penalty: 4526.809570
	Iteration 54Q: 3 clusters Score -1032529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1032529.062500 Penalty: 4526.809570
	Iteration 55F: 3 clusters Score -1032529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (180433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Entering Unmasked Estep 
Score: -20727464.000000 Penalty: 3001.572510
	Iteration 0F: 2 clusters Score -2.072746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -20610740.000000 Penalty: 6003.145020
	Iteration 0F: 3 clusters Score -2.061074e+07 nChanged 86382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -20661424.000000 Penalty: 6003.145020
	Iteration 1F: 3 clusters Score -2.066142e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -20662998.000000 Penalty: 6003.145020
	Iteration 2Q: 3 clusters Score -2.0663e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -20665066.000000 Penalty: 6003.145020
	Iteration 3Q: 3 clusters Score -2.066507e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -20668200.000000 Penalty: 6003.145020
	Iteration 4Q: 3 clusters Score -2.06682e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -20672410.000000 Penalty: 6003.145020
	Iteration 5Q: 3 clusters Score -2.067241e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -20677648.000000 Penalty: 6003.145020
	Iteration 6F: 3 clusters Score -2.067765e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -20684062.000000 Penalty: 6003.145020
	Iteration 7F: 3 clusters Score -2.068406e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -20690322.000000 Penalty: 6003.145020
	Iteration 8F: 3 clusters Score -2.069032e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -20695418.000000 Penalty: 6003.145020
	Iteration 9F: 3 clusters Score -2.069542e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -20698724.000000 Penalty: 6003.145020
	Iteration 10Q: 3 clusters Score -2.069872e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -20700128.000000 Penalty: 6003.145020
	Iteration 11Q: 3 clusters Score -2.070013e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -20701014.000000 Penalty: 6003.145020
	Iteration 12Q: 3 clusters Score -2.070101e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -20701580.000000 Penalty: 6003.145020
	Iteration 13Q: 3 clusters Score -2.070158e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -20702204.000000 Penalty: 6003.145020
	Iteration 14Q: 3 clusters Score -2.07022e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -20702818.000000 Penalty: 6003.145020
	Iteration 15Q: 3 clusters Score -2.070282e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -20703428.000000 Penalty: 6003.145020
	Iteration 16Q: 3 clusters Score -2.070343e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -20704164.000000 Penalty: 6003.145020
	Iteration 17Q: 3 clusters Score -2.070416e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -20705104.000000 Penalty: 6003.145020
	Iteration 18Q: 3 clusters Score -2.07051e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -20706188.000000 Penalty: 6003.145020
	Iteration 19Q: 3 clusters Score -2.070619e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -20707384.000000 Penalty: 6003.145020
	Iteration 20F: 3 clusters Score -2.070738e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -20708768.000000 Penalty: 6003.145020
	Iteration 21Q: 3 clusters Score -2.070877e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -20710056.000000 Penalty: 6003.145020
	Iteration 22Q: 3 clusters Score -2.071006e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -20711150.000000 Penalty: 6003.145020
	Iteration 23Q: 3 clusters Score -2.071115e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -20712384.000000 Penalty: 6003.145020
	Iteration 24Q: 3 clusters Score -2.071238e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -20713504.000000 Penalty: 6003.145020
	Iteration 25Q: 3 clusters Score -2.07135e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126501 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -20714424.000000 Penalty: 6003.145020
	Iteration 26Q: 3 clusters Score -2.071442e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -20715404.000000 Penalty: 6003.145020
	Iteration 27Q: 3 clusters Score -2.07154e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131828 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -20716186.000000 Penalty: 6003.145020
	Iteration 28Q: 3 clusters Score -2.071619e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -20716906.000000 Penalty: 6003.145020
	Iteration 29Q: 3 clusters Score -2.071691e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -20717602.000000 Penalty: 6003.145020
	Iteration 30Q: 3 clusters Score -2.07176e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139237 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -20718412.000000 Penalty: 6003.145020
	Iteration 31Q: 3 clusters Score -2.071841e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141446 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -20718896.000000 Penalty: 6003.145020
	Iteration 32Q: 3 clusters Score -2.07189e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -20719578.000000 Penalty: 6003.145020
	Iteration 33Q: 3 clusters Score -2.071958e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -20720240.000000 Penalty: 6003.145020
	Iteration 34Q: 3 clusters Score -2.072024e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147679 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -20720848.000000 Penalty: 6003.145020
	Iteration 35Q: 3 clusters Score -2.072085e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -20721382.000000 Penalty: 6003.145020
	Iteration 36Q: 3 clusters Score -2.072138e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -20721784.000000 Penalty: 6003.145020
	Iteration 37Q: 3 clusters Score -2.072178e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -20722156.000000 Penalty: 6003.145020
	Iteration 38Q: 3 clusters Score -2.072216e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -20722446.000000 Penalty: 6003.145020
	Iteration 39Q: 3 clusters Score -2.072245e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -20722738.000000 Penalty: 6003.145020
	Iteration 40F: 3 clusters Score -2.072274e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -20723044.000000 Penalty: 6003.145020
	Iteration 41Q: 3 clusters Score -2.072304e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158520 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -20723188.000000 Penalty: 6003.145020
	Iteration 42Q: 3 clusters Score -2.072319e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159725 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -20723538.000000 Penalty: 6003.145020
	Iteration 43Q: 3 clusters Score -2.072354e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -20723690.000000 Penalty: 6003.145020
	Iteration 44Q: 3 clusters Score -2.072369e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -20723804.000000 Penalty: 6003.145020
	Iteration 45Q: 3 clusters Score -2.07238e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -20724060.000000 Penalty: 6003.145020
	Iteration 46Q: 3 clusters Score -2.072406e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -20724240.000000 Penalty: 6003.145020
	Iteration 47Q: 3 clusters Score -2.072424e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -20724330.000000 Penalty: 6003.145020
	Iteration 48Q: 3 clusters Score -2.072433e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -20724464.000000 Penalty: 6003.145020
	Iteration 49Q: 3 clusters Score -2.072446e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -20724634.000000 Penalty: 6003.145020
	Iteration 50Q: 3 clusters Score -2.072463e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -20724716.000000 Penalty: 6003.145020
	Iteration 51Q: 3 clusters Score -2.072472e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -20724884.000000 Penalty: 6003.145020
	Iteration 52Q: 3 clusters Score -2.072488e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -20725042.000000 Penalty: 6003.145020
	Iteration 53Q: 3 clusters Score -2.072504e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -20725094.000000 Penalty: 6003.145020
	Iteration 54Q: 3 clusters Score -2.072509e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -20725148.000000 Penalty: 6003.145020
	Iteration 55Q: 3 clusters Score -2.072515e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -20725294.000000 Penalty: 6003.145020
	Iteration 56Q: 3 clusters Score -2.072529e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -20725338.000000 Penalty: 6003.145020
	Iteration 57Q: 3 clusters Score -2.072534e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171842 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -20725346.000000 Penalty: 6003.145020
	Iteration 58Q: 3 clusters Score -2.072535e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -20725356.000000 Penalty: 6003.145020
	Iteration 59Q: 3 clusters Score -2.072536e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -20725374.000000 Penalty: 6003.145020
	Iteration 60F: 3 clusters Score -2.072537e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -20725380.000000 Penalty: 6003.145020
	Iteration 61Q: 3 clusters Score -2.072538e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -20725376.000000 Penalty: 6003.145020
	Iteration 62Q: 3 clusters Score -2.072538e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173704 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -20725372.000000 Penalty: 6003.145020
	Iteration 63Q: 3 clusters Score -2.072537e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -20725284.000000 Penalty: 6003.145020
	Iteration 64Q: 3 clusters Score -2.072528e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -20725336.000000 Penalty: 6003.145020
	Iteration 65Q: 3 clusters Score -2.072534e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -20725348.000000 Penalty: 6003.145020
	Iteration 66Q: 3 clusters Score -2.072535e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -20725390.000000 Penalty: 6003.145020
	Iteration 67Q: 3 clusters Score -2.072539e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174962 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -20725358.000000 Penalty: 6003.145020
	Iteration 68Q: 3 clusters Score -2.072536e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -20725406.000000 Penalty: 6003.145020
	Iteration 69Q: 3 clusters Score -2.072541e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -20725408.000000 Penalty: 6003.145020
	Iteration 70Q: 3 clusters Score -2.072541e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -20725424.000000 Penalty: 6003.145020
	Iteration 71Q: 3 clusters Score -2.072542e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -20725416.000000 Penalty: 6003.145020
	Iteration 72Q: 3 clusters Score -2.072542e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -20725396.000000 Penalty: 6003.145020
	Iteration 73Q: 3 clusters Score -2.07254e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176077 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -20725344.000000 Penalty: 6003.145020
	Iteration 74Q: 3 clusters Score -2.072534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -20725340.000000 Penalty: 6003.145020
	Iteration 75Q: 3 clusters Score -2.072534e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -20725388.000000 Penalty: 6003.145020
	Iteration 76Q: 3 clusters Score -2.072539e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176417 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -20725356.000000 Penalty: 6003.145020
	Iteration 77Q: 3 clusters Score -2.072536e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176500 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -20725370.000000 Penalty: 6003.145020
	Iteration 78Q: 3 clusters Score -2.072537e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -20725390.000000 Penalty: 6003.145020
	Iteration 79Q: 3 clusters Score -2.072539e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176628 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -20725410.000000 Penalty: 6003.145020
	Iteration 80F: 3 clusters Score -2.072541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20725418.000000 Penalty: 6003.145020
	Iteration 81Q: 3 clusters Score -2.072542e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176759 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -20725402.000000 Penalty: 6003.145020
	Iteration 82Q: 3 clusters Score -2.07254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176820 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -20725384.000000 Penalty: 6003.145020
	Iteration 83Q: 3 clusters Score -2.072538e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176887 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -20725412.000000 Penalty: 6003.145020
	Iteration 84Q: 3 clusters Score -2.072541e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -20725360.000000 Penalty: 6003.145020
	Iteration 85Q: 3 clusters Score -2.072536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177004 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -20725362.000000 Penalty: 6003.145020
	Iteration 86Q: 3 clusters Score -2.072536e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177065 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -20725346.000000 Penalty: 6003.145020
	Iteration 87Q: 3 clusters Score -2.072535e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177123 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -20725360.000000 Penalty: 6003.145020
	Iteration 88Q: 3 clusters Score -2.072536e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177186 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -20725354.000000 Penalty: 6003.145020
	Iteration 89Q: 3 clusters Score -2.072535e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177247 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -20725374.000000 Penalty: 6003.145020
	Iteration 90Q: 3 clusters Score -2.072537e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177298 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -20725408.000000 Penalty: 6003.145020
	Iteration 91Q: 3 clusters Score -2.072541e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177347 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20725410.000000 Penalty: 6003.145020
	Iteration 92Q: 3 clusters Score -2.072541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -20725402.000000 Penalty: 6003.145020
	Iteration 93Q: 3 clusters Score -2.07254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177424 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -20725394.000000 Penalty: 6003.145020
	Iteration 94Q: 3 clusters Score -2.072539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177465 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -20725382.000000 Penalty: 6003.145020
	Iteration 95Q: 3 clusters Score -2.072538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177507 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -20725394.000000 Penalty: 6003.145020
	Iteration 96Q: 3 clusters Score -2.072539e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -20725396.000000 Penalty: 6003.145020
	Iteration 97Q: 3 clusters Score -2.07254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -20725408.000000 Penalty: 6003.145020
	Iteration 98Q: 3 clusters Score -2.072541e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -20725414.000000 Penalty: 6003.145020
	Iteration 99Q: 3 clusters Score -2.072541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177660 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20725426.000000 Penalty: 6003.145020
	Iteration 100F: 3 clusters Score -2.072543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177689 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -20725422.000000 Penalty: 6003.145020
	Iteration 101Q: 3 clusters Score -2.072542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -20725414.000000 Penalty: 6003.145020
	Iteration 102Q: 3 clusters Score -2.072541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177740 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20725422.000000 Penalty: 6003.145020
	Iteration 103Q: 3 clusters Score -2.072542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177764 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -20725412.000000 Penalty: 6003.145020
	Iteration 104Q: 3 clusters Score -2.072541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177790 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -20725408.000000 Penalty: 6003.145020
	Iteration 105Q: 3 clusters Score -2.072541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -20725390.000000 Penalty: 6003.145020
	Iteration 106Q: 3 clusters Score -2.072539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177825 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -20725400.000000 Penalty: 6003.145020
	Iteration 107Q: 3 clusters Score -2.07254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -20725396.000000 Penalty: 6003.145020
	Iteration 108Q: 3 clusters Score -2.07254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177849 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -20725398.000000 Penalty: 6003.145020
	Iteration 109Q: 3 clusters Score -2.07254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20725388.000000 Penalty: 6003.145020
	Iteration 110Q: 3 clusters Score -2.072539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177872 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -20725386.000000 Penalty: 6003.145020
	Iteration 111Q: 3 clusters Score -2.072539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177882 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -20725376.000000 Penalty: 6003.145020
	Iteration 112Q: 3 clusters Score -2.072538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20725394.000000 Penalty: 6003.145020
	Iteration 113Q: 3 clusters Score -2.072539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177896 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20725380.000000 Penalty: 6003.145020
	Iteration 114Q: 3 clusters Score -2.072538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177901 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -20725390.000000 Penalty: 6003.145020
	Iteration 115Q: 3 clusters Score -2.072539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177914 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -20725382.000000 Penalty: 6003.145020
	Iteration 116Q: 3 clusters Score -2.072538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177922 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -20725378.000000 Penalty: 6003.145020
	Iteration 117Q: 3 clusters Score -2.072538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177932 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -20725386.000000 Penalty: 6003.145020
	Iteration 118Q: 3 clusters Score -2.072539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177945 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -20725398.000000 Penalty: 6003.145020
	Iteration 119Q: 3 clusters Score -2.07254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -20725410.000000 Penalty: 6003.145020
	Iteration 120F: 3 clusters Score -2.072541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177967 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20725392.000000 Penalty: 6003.145020
	Iteration 121Q: 3 clusters Score -2.072539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -20725382.000000 Penalty: 6003.145020
	Iteration 122Q: 3 clusters Score -2.072538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177976 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20725386.000000 Penalty: 6003.145020
	Iteration 123Q: 3 clusters Score -2.072539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177979 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -20725396.000000 Penalty: 6003.145020
	Iteration 124Q: 3 clusters Score -2.07254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177984 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20725390.000000 Penalty: 6003.145020
	Iteration 125Q: 3 clusters Score -2.072539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20725386.000000 Penalty: 6003.145020
	Iteration 126Q: 3 clusters Score -2.072539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -20725364.000000 Penalty: 6003.145020
	Iteration 127Q: 3 clusters Score -2.072536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178009 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20725372.000000 Penalty: 6003.145020
	Iteration 128Q: 3 clusters Score -2.072537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178014 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -20725384.000000 Penalty: 6003.145020
	Iteration 129Q: 3 clusters Score -2.072538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178015 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -20725382.000000 Penalty: 6003.145020
	Iteration 130Q: 3 clusters Score -2.072538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -20725370.000000 Penalty: 6003.145020
	Iteration 131Q: 3 clusters Score -2.072537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20725378.000000 Penalty: 6003.145020
	Iteration 132Q: 3 clusters Score -2.072538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178028 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -20725378.000000 Penalty: 6003.145020
	Iteration 133Q: 3 clusters Score -2.072538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20725366.000000 Penalty: 6003.145020
	Iteration 134Q: 3 clusters Score -2.072537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178035 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -20725364.000000 Penalty: 6003.145020
	Iteration 135Q: 3 clusters Score -2.072536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -20725370.000000 Penalty: 6003.145020
	Iteration 136Q: 3 clusters Score -2.072537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -20725358.000000 Penalty: 6003.145020
	Iteration 137Q: 3 clusters Score -2.072536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178044 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -20725354.000000 Penalty: 6003.145020
	Iteration 138Q: 3 clusters Score -2.072535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -20725364.000000 Penalty: 6003.145020
	Iteration 139Q: 3 clusters Score -2.072536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -20725368.000000 Penalty: 6003.145020
	Iteration 140F: 3 clusters Score -2.072537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -19782.277344 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -19782.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18579.089844 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -18579.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18769.208984 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -18769.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18808.335938 Penalty: 2703.715088
	Iteration 2Q: 3 clusters Score -18808.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18857.160156 Penalty: 2703.715088
	Iteration 3Q: 3 clusters Score -18857.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18888.076172 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -18888.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18903.519531 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -18903.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18951.296875 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -18951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19020.849609 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -19020.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19087.490234 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -19087.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19148.912109 Penalty: 2703.715088
	Iteration 9Q: 3 clusters Score -19148.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19244.689453 Penalty: 2703.715088
	Iteration 10Q: 3 clusters Score -19244.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19331.701172 Penalty: 2703.715088
	Iteration 11Q: 3 clusters Score -19331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19360.837891 Penalty: 2703.715088
	Iteration 12Q: 3 clusters Score -19360.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19372.011719 Penalty: 2703.715088
	Iteration 13Q: 3 clusters Score -19372.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19384.101562 Penalty: 2703.715088
	Iteration 14Q: 3 clusters Score -19384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19389.958984 Penalty: 2703.715088
	Iteration 15Q: 3 clusters Score -19389.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19391.128906 Penalty: 2703.715088
	Iteration 16F: 3 clusters Score -19391.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19403.148438 Penalty: 2703.715088
	Iteration 17Q: 3 clusters Score -19403.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19411.064453 Penalty: 2703.715088
	Iteration 18Q: 3 clusters Score -19411.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19411.064453 Penalty: 2703.715088
	Iteration 19F: 3 clusters Score -19411.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -46763.242188 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -46763.24 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 236 members 
Entering Unmasked Estep 
Score: -45316.742188 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45316.74 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45582.417969 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -45582.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45785.019531 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -45785.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45901.035156 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -45901.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45963.992188 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -45963.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46025.816406 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46025.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46063.511719 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46063.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46092.535156 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46092.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46111.492188 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -46111.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46128.429688 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -46128.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46136.519531 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -46136.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46171.226562 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -46171.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -46216.875000 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -46216.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46269.746094 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -46269.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46291.742188 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -46291.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -46313.320312 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -46313.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46324.945312 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -46324.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46336.500000 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -46336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46351.550781 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -46351.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46362.753906 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -46362.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -46384.023438 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -46384.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46405.636719 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -46405.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -46417.617188 Penalty: 3058.047119
	Iteration 22Q: 3 clusters Score -46417.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -46423.445312 Penalty: 3058.047119
	Iteration 23Q: 3 clusters Score -46423.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -46423.445312 Penalty: 3058.047119
	Iteration 24F: 3 clusters Score -46423.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Entering Unmasked Estep 
Score: -3849137.000000 Penalty: 2579.963867
	Iteration 0F: 2 clusters Score -3849137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3826655.500000 Penalty: 5159.927734
	Iteration 0F: 3 clusters Score -3826656 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3834762.000000 Penalty: 5159.927734
	Iteration 1F: 3 clusters Score -3834762 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3835219.500000 Penalty: 5159.927734
	Iteration 2Q: 3 clusters Score -3835220 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3835635.750000 Penalty: 5159.927734
	Iteration 3Q: 3 clusters Score -3835636 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3836030.750000 Penalty: 5159.927734
	Iteration 4Q: 3 clusters Score -3836031 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3836501.250000 Penalty: 5159.927734
	Iteration 5Q: 3 clusters Score -3836501 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3837139.250000 Penalty: 5159.927734
	Iteration 6Q: 3 clusters Score -3837139 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3838034.750000 Penalty: 5159.927734
	Iteration 7F: 3 clusters Score -3838035 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3839426.250000 Penalty: 5159.927734
	Iteration 8F: 3 clusters Score -3839426 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3841191.500000 Penalty: 5159.927734
	Iteration 9F: 3 clusters Score -3841192 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3843081.000000 Penalty: 5159.927734
	Iteration 10F: 3 clusters Score -3843081 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3844658.250000 Penalty: 5159.927734
	Iteration 11F: 3 clusters Score -3844658 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3845697.250000 Penalty: 5159.927734
	Iteration 12Q: 3 clusters Score -3845697 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3846296.500000 Penalty: 5159.927734
	Iteration 13Q: 3 clusters Score -3846296 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3846556.000000 Penalty: 5159.927734
	Iteration 14Q: 3 clusters Score -3846556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3846697.750000 Penalty: 5159.927734
	Iteration 15Q: 3 clusters Score -3846698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3846804.000000 Penalty: 5159.927734
	Iteration 16Q: 3 clusters Score -3846804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3846860.750000 Penalty: 5159.927734
	Iteration 17Q: 3 clusters Score -3846861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3846895.250000 Penalty: 5159.927734
	Iteration 18Q: 3 clusters Score -3846895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3846912.250000 Penalty: 5159.927734
	Iteration 19Q: 3 clusters Score -3846912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3846930.500000 Penalty: 5159.927734
	Iteration 20F: 3 clusters Score -3846930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3846950.500000 Penalty: 5159.927734
	Iteration 21Q: 3 clusters Score -3846950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3846964.750000 Penalty: 5159.927734
	Iteration 22Q: 3 clusters Score -3846965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3846978.000000 Penalty: 5159.927734
	Iteration 23Q: 3 clusters Score -3846978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3846987.500000 Penalty: 5159.927734
	Iteration 24Q: 3 clusters Score -3846988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3846988.750000 Penalty: 5159.927734
	Iteration 25Q: 3 clusters Score -3846989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3846994.750000 Penalty: 5159.927734
	Iteration 26Q: 3 clusters Score -3846995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3846997.000000 Penalty: 5159.927734
	Iteration 27Q: 3 clusters Score -3846997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3846999.500000 Penalty: 5159.927734
	Iteration 28Q: 3 clusters Score -3847000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3847004.500000 Penalty: 5159.927734
	Iteration 29Q: 3 clusters Score -3847004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3847004.750000 Penalty: 5159.927734
	Iteration 30Q: 3 clusters Score -3847005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3847003.000000 Penalty: 5159.927734
	Iteration 31Q: 3 clusters Score -3847003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3847003.000000 Penalty: 5159.927734
	Iteration 32F: 3 clusters Score -3847003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (76604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Entering Unmasked Estep 
Score: -8926350.000000 Penalty: 2789.108398
	Iteration 0F: 2 clusters Score -8926350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -8874817.000000 Penalty: 5578.216797
	Iteration 0F: 3 clusters Score -8874817 nChanged 36112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -8895138.000000 Penalty: 5578.216797
	Iteration 1F: 3 clusters Score -8895138 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -8895860.000000 Penalty: 5578.216797
	Iteration 2Q: 3 clusters Score -8895860 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8896698.000000 Penalty: 5578.216797
	Iteration 3Q: 3 clusters Score -8896698 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -8897657.000000 Penalty: 5578.216797
	Iteration 4Q: 3 clusters Score -8897657 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8898855.000000 Penalty: 5578.216797
	Iteration 5Q: 3 clusters Score -8898855 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -8900564.000000 Penalty: 5578.216797
	Iteration 6Q: 3 clusters Score -8900564 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -8903090.000000 Penalty: 5578.216797
	Iteration 7F: 3 clusters Score -8903090 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -8906670.000000 Penalty: 5578.216797
	Iteration 8F: 3 clusters Score -8906670 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -8910833.000000 Penalty: 5578.216797
	Iteration 9F: 3 clusters Score -8910833 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -8915208.000000 Penalty: 5578.216797
	Iteration 10F: 3 clusters Score -8915208 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -8918914.000000 Penalty: 5578.216797
	Iteration 11F: 3 clusters Score -8918914 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -8921555.000000 Penalty: 5578.216797
	Iteration 12Q: 3 clusters Score -8921555 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -8922849.000000 Penalty: 5578.216797
	Iteration 13Q: 3 clusters Score -8922849 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -8923434.000000 Penalty: 5578.216797
	Iteration 14Q: 3 clusters Score -8923434 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -8923619.000000 Penalty: 5578.216797
	Iteration 15Q: 3 clusters Score -8923619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -8923734.000000 Penalty: 5578.216797
	Iteration 16Q: 3 clusters Score -8923734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8923760.000000 Penalty: 5578.216797
	Iteration 17Q: 3 clusters Score -8923760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -8923813.000000 Penalty: 5578.216797
	Iteration 18Q: 3 clusters Score -8923813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -8923854.000000 Penalty: 5578.216797
	Iteration 19Q: 3 clusters Score -8923854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -8923860.000000 Penalty: 5578.216797
	Iteration 20F: 3 clusters Score -8923860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -8923897.000000 Penalty: 5578.216797
	Iteration 21Q: 3 clusters Score -8923897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -8923909.000000 Penalty: 5578.216797
	Iteration 22Q: 3 clusters Score -8923909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -8923908.000000 Penalty: 5578.216797
	Iteration 23Q: 3 clusters Score -8923908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -8923926.000000 Penalty: 5578.216797
	Iteration 24Q: 3 clusters Score -8923926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -8923936.000000 Penalty: 5578.216797
	Iteration 25Q: 3 clusters Score -8923936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -8923934.000000 Penalty: 5578.216797
	Iteration 26Q: 3 clusters Score -8923934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -8923938.000000 Penalty: 5578.216797
	Iteration 27Q: 3 clusters Score -8923938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -8923940.000000 Penalty: 5578.216797
	Iteration 28Q: 3 clusters Score -8923940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -8923943.000000 Penalty: 5578.216797
	Iteration 29Q: 3 clusters Score -8923943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -8923942.000000 Penalty: 5578.216797
	Iteration 30Q: 3 clusters Score -8923942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -8923945.000000 Penalty: 5578.216797
	Iteration 31Q: 3 clusters Score -8923945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -8923944.000000 Penalty: 5578.216797
	Iteration 32Q: 3 clusters Score -8923944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -8923956.000000 Penalty: 5578.216797
	Iteration 33Q: 3 clusters Score -8923956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -8923952.000000 Penalty: 5578.216797
	Iteration 34Q: 3 clusters Score -8923952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -8923954.000000 Penalty: 5578.216797
	Iteration 35Q: 3 clusters Score -8923954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -8923957.000000 Penalty: 5578.216797
	Iteration 36Q: 3 clusters Score -8923957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -8923957.000000 Penalty: 5578.216797
	Iteration 37F: 3 clusters Score -8923957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -52657.453125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -52657.45 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 283 members 
Entering Unmasked Estep 
Score: -51121.277344 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -51121.28 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51462.515625 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -51462.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52041.621094 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -52041.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52205.652344 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -52205.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52261.578125 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -52261.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52287.718750 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -52287.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52305.636719 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -52305.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52313.492188 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -52313.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52319.210938 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -52319.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52320.445312 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -52320.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52325.992188 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -52325.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52325.992188 Penalty: 3101.899170
	Iteration 11F: 3 clusters Score -52325.99 nChanged 0
--- Evaluating fit on full set of 3051333 points ---
Entering Unmasked Estep 
Score: -344971232.000000 Penalty: 96275.664062
21->27 Clusters: Score -344971232.000000, best is -344961248.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1017111 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 48030 members 
Mstep: Class 3 contains 48246 members 
Mstep: Class 4 contains 48474 members 
Mstep: Class 5 contains 48608 members 
Mstep: Class 6 contains 48272 members 
Mstep: Class 7 contains 48194 members 
Mstep: Class 8 contains 49009 members 
Mstep: Class 9 contains 48538 members 
Mstep: Class 10 contains 48083 members 
Mstep: Class 11 contains 48781 members 
Mstep: Class 12 contains 48586 members 
Mstep: Class 13 contains 48613 members 
Mstep: Class 14 contains 48249 members 
Mstep: Class 15 contains 48431 members 
Mstep: Class 16 contains 48242 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 48520 members 
Mstep: Class 19 contains 48281 members 
Mstep: Class 20 contains 48298 members 
Mstep: Class 21 contains 48509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 258.496246 but Gain 3430.453125
Score: -108815440.000000 Penalty: 68609.085938
Iteration 0F: 21 clusters Score -1.088154e+08 nChanged 963600
Entering Unmasked Mstep 
Mstep: Class 0 contains 3387 members 
Mstep: Class 1 contains 216111 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 53089 members 
Mstep: Class 5 contains 17143 members 
Mstep: Class 6 contains 35829 members 
Mstep: Class 7 contains 57188 members 
Mstep: Class 8 contains 33840 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 51702 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 82196 members 
Mstep: Class 13 contains 18467 members 
Mstep: Class 14 contains 17637 members 
Mstep: Class 15 contains 71738 members 
Mstep: Class 16 contains 35370 members 
Mstep: Class 17 contains 112483 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 6358 members 
Mstep: Class 20 contains 122577 members 
Mstep: Class 21 contains 25926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2964.849854 but Gain 3430.457031
Score: -112686520.000000 Penalty: 65178.628906
Iteration 1F: 20 clusters Score -1.126865e+08 nChanged 349305
Entering Unmasked Mstep 
Mstep: Class 0 contains 3438 members 
Mstep: Class 1 contains 291513 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 44794 members 
Mstep: Class 5 contains 13217 members 
Mstep: Class 6 contains 28056 members 
Mstep: Class 7 contains 61353 members 
Mstep: Class 8 contains 21470 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 79645 members 
Mstep: Class 13 contains 14841 members 
Mstep: Class 14 contains 18621 members 
Mstep: Class 15 contains 65881 members 
Mstep: Class 16 contains 32877 members 
Mstep: Class 17 contains 146866 members 
Mstep: Class 18 contains 7166 members 
Mstep: Class 20 contains 104100 members 
Mstep: Class 21 contains 15175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113222056.000000 Penalty: 65178.628906
Iteration 2F: 20 clusters Score -1.132221e+08 nChanged 251836
Entering Unmasked Mstep 
Mstep: Class 0 contains 3334 members 
Mstep: Class 1 contains 313760 members 
Mstep: Class 3 contains 4859 members 
Mstep: Class 4 contains 34708 members 
Mstep: Class 5 contains 13645 members 
Mstep: Class 6 contains 20273 members 
Mstep: Class 7 contains 67856 members 
Mstep: Class 8 contains 13510 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 33523 members 
Mstep: Class 11 contains 8654 members 
Mstep: Class 12 contains 73214 members 
Mstep: Class 13 contains 11717 members 
Mstep: Class 14 contains 21203 members 
Mstep: Class 15 contains 82283 members 
Mstep: Class 16 contains 30281 members 
Mstep: Class 17 contains 181256 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 20 contains 88535 members 
Mstep: Class 21 contains 8727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113554656.000000 Penalty: 65178.628906
Iteration 3F: 20 clusters Score -1.135547e+08 nChanged 202008
Entering Unmasked Mstep 
Mstep: Class 0 contains 2739 members 
Mstep: Class 1 contains 293706 members 
Mstep: Class 3 contains 3517 members 
Mstep: Class 4 contains 25788 members 
Mstep: Class 5 contains 16747 members 
Mstep: Class 6 contains 14661 members 
Mstep: Class 7 contains 77370 members 
Mstep: Class 8 contains 8564 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 26646 members 
Mstep: Class 11 contains 4748 members 
Mstep: Class 12 contains 66555 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 14 contains 18934 members 
Mstep: Class 15 contains 113678 members 
Mstep: Class 16 contains 26404 members 
Mstep: Class 17 contains 216912 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 20 contains 80392 members 
Mstep: Class 21 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2625.325928 but Gain 3430.453125
Score: -113859952.000000 Penalty: 61748.175781
Iteration 4F: 19 clusters Score -1.1386e+08 nChanged 170282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1834 members 
Mstep: Class 1 contains 253744 members 
Mstep: Class 4 contains 19310 members 
Mstep: Class 5 contains 20223 members 
Mstep: Class 6 contains 11021 members 
Mstep: Class 7 contains 89086 members 
Mstep: Class 8 contains 5961 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 22637 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 59798 members 
Mstep: Class 13 contains 7100 members 
Mstep: Class 14 contains 15696 members 
Mstep: Class 15 contains 147768 members 
Mstep: Class 16 contains 22338 members 
Mstep: Class 17 contains 244398 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 20 contains 82592 members 
Mstep: Class 21 contains 4709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1701.759766 but Gain 3430.453125
Score: -114076168.000000 Penalty: 58317.722656
Iteration 5F: 18 clusters Score -1.140762e+08 nChanged 132162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1353 members 
Mstep: Class 1 contains 213803 members 
Mstep: Class 4 contains 15240 members 
Mstep: Class 5 contains 23035 members 
Mstep: Class 6 contains 8730 members 
Mstep: Class 7 contains 99912 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 19987 members 
Mstep: Class 12 contains 54215 members 
Mstep: Class 13 contains 5898 members 
Mstep: Class 14 contains 14782 members 
Mstep: Class 15 contains 177986 members 
Mstep: Class 16 contains 18910 members 
Mstep: Class 17 contains 257855 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 20 contains 88281 members 
Mstep: Class 21 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114179264.000000 Penalty: 58317.722656
Iteration 6F: 18 clusters Score -1.141793e+08 nChanged 97718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1323 members 
Mstep: Class 1 contains 182446 members 
Mstep: Class 4 contains 12617 members 
Mstep: Class 5 contains 25207 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 110011 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 12 contains 49677 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 15362 members 
Mstep: Class 15 contains 203027 members 
Mstep: Class 16 contains 16578 members 
Mstep: Class 17 contains 260167 members 
Mstep: Class 18 contains 2694 members 
Mstep: Class 20 contains 91764 members 
Mstep: Class 21 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114244568.000000 Penalty: 58317.722656
Iteration 7F: 18 clusters Score -1.142446e+08 nChanged 77042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1304 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 27164 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 118520 members 
Mstep: Class 8 contains 6477 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 17512 members 
Mstep: Class 12 contains 46768 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 16452 members 
Mstep: Class 15 contains 224045 members 
Mstep: Class 16 contains 14913 members 
Mstep: Class 17 contains 255253 members 
Mstep: Class 18 contains 2733 members 
Mstep: Class 20 contains 93768 members 
Mstep: Class 21 contains 5756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114290464.000000 Penalty: 58317.722656
Iteration 8F: 18 clusters Score -1.142905e+08 nChanged 64062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1282 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 29133 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 124827 members 
Mstep: Class 8 contains 7847 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 17148 members 
Mstep: Class 12 contains 44553 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 242064 members 
Mstep: Class 16 contains 13769 members 
Mstep: Class 17 contains 245826 members 
Mstep: Class 18 contains 2727 members 
Mstep: Class 20 contains 94953 members 
Mstep: Class 21 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114325232.000000 Penalty: 58317.722656
Iteration 9F: 18 clusters Score -1.143252e+08 nChanged 55412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 31154 members 
Mstep: Class 6 contains 6042 members 
Mstep: Class 7 contains 129621 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 17419 members 
Mstep: Class 12 contains 42550 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 19400 members 
Mstep: Class 15 contains 258177 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 233728 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 20 contains 95522 members 
Mstep: Class 21 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114354048.000000 Penalty: 58317.722656
Iteration 10F: 18 clusters Score -1.14354e+08 nChanged 50132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1231 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 4 contains 7117 members 
Mstep: Class 5 contains 33178 members 
Mstep: Class 6 contains 6104 members 
Mstep: Class 7 contains 134088 members 
Mstep: Class 8 contains 11294 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 18158 members 
Mstep: Class 12 contains 40733 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 20986 members 
Mstep: Class 15 contains 273208 members 
Mstep: Class 16 contains 12691 members 
Mstep: Class 17 contains 219839 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 20 contains 95864 members 
Mstep: Class 21 contains 8938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114379072.000000 Penalty: 58317.722656
Iteration 11Q: 18 clusters Score -1.143791e+08 nChanged 45208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 115952 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 35092 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 138297 members 
Mstep: Class 8 contains 13073 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 19288 members 
Mstep: Class 12 contains 39061 members 
Mstep: Class 13 contains 4070 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 286425 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 205395 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 20 contains 96040 members 
Mstep: Class 21 contains 10114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114400120.000000 Penalty: 58317.722656
Iteration 12Q: 18 clusters Score -1.144001e+08 nChanged 40291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 36859 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 7 contains 142073 members 
Mstep: Class 8 contains 14663 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 20517 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 13 contains 4049 members 
Mstep: Class 14 contains 24409 members 
Mstep: Class 15 contains 297802 members 
Mstep: Class 16 contains 12272 members 
Mstep: Class 17 contains 191608 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 20 contains 95965 members 
Mstep: Class 21 contains 11131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114415632.000000 Penalty: 58317.722656
Iteration 13Q: 18 clusters Score -1.144156e+08 nChanged 36300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 38500 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 145674 members 
Mstep: Class 8 contains 16134 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 21734 members 
Mstep: Class 12 contains 36226 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 26032 members 
Mstep: Class 15 contains 307320 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 178322 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 20 contains 95610 members 
Mstep: Class 21 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114428528.000000 Penalty: 58317.722656
Iteration 14Q: 18 clusters Score -1.144285e+08 nChanged 33104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 40043 members 
Mstep: Class 6 contains 5297 members 
Mstep: Class 7 contains 148866 members 
Mstep: Class 8 contains 17302 members 
Mstep: Class 9 contains 1579 members 
Mstep: Class 10 contains 22850 members 
Mstep: Class 12 contains 35038 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 27676 members 
Mstep: Class 15 contains 314467 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 166652 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 20 contains 95058 members 
Mstep: Class 21 contains 13282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114438064.000000 Penalty: 58317.722656
Iteration 15Q: 18 clusters Score -1.144381e+08 nChanged 31063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 4 contains 4282 members 
Mstep: Class 5 contains 41475 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 151738 members 
Mstep: Class 8 contains 18263 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 23872 members 
Mstep: Class 12 contains 33990 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 319373 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 17 contains 156644 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 20 contains 94498 members 
Mstep: Class 21 contains 14184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114447280.000000 Penalty: 58317.722656
Iteration 16Q: 18 clusters Score -1.144473e+08 nChanged 30007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 104404 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 42762 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 154277 members 
Mstep: Class 8 contains 19017 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 24717 members 
Mstep: Class 12 contains 33070 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 30373 members 
Mstep: Class 15 contains 322421 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 148365 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 20 contains 93878 members 
Mstep: Class 21 contains 14978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114454936.000000 Penalty: 58317.722656
Iteration 17Q: 18 clusters Score -1.144549e+08 nChanged 28957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 43828 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 156785 members 
Mstep: Class 8 contains 19524 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 25496 members 
Mstep: Class 12 contains 32246 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 31324 members 
Mstep: Class 15 contains 323957 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 141440 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 20 contains 93288 members 
Mstep: Class 21 contains 15625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114463792.000000 Penalty: 58317.722656
Iteration 18Q: 18 clusters Score -1.144638e+08 nChanged 27021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 44849 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 159213 members 
Mstep: Class 8 contains 19917 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 26174 members 
Mstep: Class 12 contains 31552 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 32055 members 
Mstep: Class 15 contains 324558 members 
Mstep: Class 16 contains 9768 members 
Mstep: Class 17 contains 135198 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 20 contains 92754 members 
Mstep: Class 21 contains 16134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114473096.000000 Penalty: 58317.722656
Iteration 19Q: 18 clusters Score -1.144731e+08 nChanged 24644
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 45726 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 161598 members 
Mstep: Class 8 contains 20279 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 26838 members 
Mstep: Class 12 contains 30972 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 32565 members 
Mstep: Class 15 contains 324447 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 129681 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 20 contains 92323 members 
Mstep: Class 21 contains 16517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114483048.000000 Penalty: 58317.722656
Iteration 20F: 18 clusters Score -1.14483e+08 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1208 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 46517 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 163546 members 
Mstep: Class 8 contains 20638 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 27536 members 
Mstep: Class 12 contains 30465 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 32885 members 
Mstep: Class 15 contains 324054 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 125086 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 20 contains 91921 members 
Mstep: Class 21 contains 16750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114491488.000000 Penalty: 58317.722656
Iteration 21Q: 18 clusters Score -1.144915e+08 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 47270 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 164860 members 
Mstep: Class 8 contains 20973 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 28319 members 
Mstep: Class 12 contains 30004 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 14 contains 33105 members 
Mstep: Class 15 contains 323217 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 121721 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 20 contains 91547 members 
Mstep: Class 21 contains 16953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114498040.000000 Penalty: 58317.722656
Iteration 22Q: 18 clusters Score -1.14498e+08 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 47932 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 165667 members 
Mstep: Class 8 contains 21271 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 29084 members 
Mstep: Class 12 contains 29633 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 33212 members 
Mstep: Class 15 contains 322467 members 
Mstep: Class 16 contains 7105 members 
Mstep: Class 17 contains 119402 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 20 contains 91189 members 
Mstep: Class 21 contains 17052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114502416.000000 Penalty: 58317.722656
Iteration 23Q: 18 clusters Score -1.145024e+08 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 119621 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 48514 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 166139 members 
Mstep: Class 8 contains 21541 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 29792 members 
Mstep: Class 12 contains 29287 members 
Mstep: Class 13 contains 3869 members 
Mstep: Class 14 contains 33262 members 
Mstep: Class 15 contains 321651 members 
Mstep: Class 16 contains 6523 members 
Mstep: Class 17 contains 117924 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 90865 members 
Mstep: Class 21 contains 17075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114505352.000000 Penalty: 58317.722656
Iteration 24Q: 18 clusters Score -1.145054e+08 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 120856 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 49060 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 166470 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 1452 members 
Mstep: Class 10 contains 30518 members 
Mstep: Class 12 contains 28954 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 33283 members 
Mstep: Class 15 contains 320824 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 116969 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 90571 members 
Mstep: Class 21 contains 17059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114507600.000000 Penalty: 58317.722656
Iteration 25Q: 18 clusters Score -1.145076e+08 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 49505 members 
Mstep: Class 6 contains 2841 members 
Mstep: Class 7 contains 166610 members 
Mstep: Class 8 contains 21917 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 12 contains 28674 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 33271 members 
Mstep: Class 15 contains 320135 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 116498 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 90283 members 
Mstep: Class 21 contains 17002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114509472.000000 Penalty: 58317.722656
Iteration 26Q: 18 clusters Score -1.145095e+08 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 49909 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 166717 members 
Mstep: Class 8 contains 22039 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 31671 members 
Mstep: Class 12 contains 28415 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 33254 members 
Mstep: Class 15 contains 319423 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 116362 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 90069 members 
Mstep: Class 21 contains 16947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114511040.000000 Penalty: 58317.722656
Iteration 27Q: 18 clusters Score -1.14511e+08 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 50278 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 166748 members 
Mstep: Class 8 contains 22109 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 32157 members 
Mstep: Class 12 contains 28191 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 33228 members 
Mstep: Class 15 contains 318794 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 116549 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 89814 members 
Mstep: Class 21 contains 16893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3391.720947 but Gain 3430.457031
Score: -114512488.000000 Penalty: 54887.265625
Iteration 28Q: 17 clusters Score -1.145125e+08 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 123536 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 50797 members 
Mstep: Class 7 contains 166919 members 
Mstep: Class 8 contains 22194 members 
Mstep: Class 9 contains 1460 members 
Mstep: Class 10 contains 32787 members 
Mstep: Class 12 contains 28033 members 
Mstep: Class 13 contains 3856 members 
Mstep: Class 14 contains 33184 members 
Mstep: Class 15 contains 318708 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 117415 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 89679 members 
Mstep: Class 21 contains 17494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114517088.000000 Penalty: 54887.265625
Iteration 29Q: 17 clusters Score -1.145171e+08 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 123795 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 51072 members 
Mstep: Class 7 contains 166918 members 
Mstep: Class 8 contains 22240 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 33174 members 
Mstep: Class 12 contains 27803 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 33149 members 
Mstep: Class 15 contains 317885 members 
Mstep: Class 16 contains 4031 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 89336 members 
Mstep: Class 21 contains 17558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114518176.000000 Penalty: 54887.265625
Iteration 30Q: 17 clusters Score -1.145182e+08 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 51278 members 
Mstep: Class 7 contains 166872 members 
Mstep: Class 8 contains 22286 members 
Mstep: Class 9 contains 1457 members 
Mstep: Class 10 contains 33549 members 
Mstep: Class 12 contains 27627 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 33106 members 
Mstep: Class 15 contains 317151 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 118709 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 88968 members 
Mstep: Class 21 contains 17584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114519752.000000 Penalty: 54887.265625
Iteration 31Q: 17 clusters Score -1.145198e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 51456 members 
Mstep: Class 7 contains 166859 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 33893 members 
Mstep: Class 12 contains 27468 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 33064 members 
Mstep: Class 15 contains 316500 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 119436 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 88518 members 
Mstep: Class 21 contains 17583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114520784.000000 Penalty: 54887.265625
Iteration 32Q: 17 clusters Score -1.145208e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 4 contains 3545 members 
Mstep: Class 5 contains 51583 members 
Mstep: Class 7 contains 166806 members 
Mstep: Class 8 contains 22316 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 34185 members 
Mstep: Class 12 contains 27341 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 32991 members 
Mstep: Class 15 contains 315995 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 120168 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 87969 members 
Mstep: Class 21 contains 17619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114521888.000000 Penalty: 54887.265625
Iteration 33Q: 17 clusters Score -1.145219e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124211 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 51730 members 
Mstep: Class 7 contains 166714 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 34469 members 
Mstep: Class 12 contains 27203 members 
Mstep: Class 13 contains 3865 members 
Mstep: Class 14 contains 32932 members 
Mstep: Class 15 contains 315568 members 
Mstep: Class 16 contains 3105 members 
Mstep: Class 17 contains 120827 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 87355 members 
Mstep: Class 21 contains 17674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114522392.000000 Penalty: 54887.265625
Iteration 34Q: 17 clusters Score -1.145224e+08 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124240 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 51901 members 
Mstep: Class 7 contains 166658 members 
Mstep: Class 8 contains 22381 members 
Mstep: Class 9 contains 1455 members 
Mstep: Class 10 contains 34726 members 
Mstep: Class 12 contains 27073 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 32875 members 
Mstep: Class 15 contains 315214 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 121420 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 86642 members 
Mstep: Class 21 contains 17699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114523376.000000 Penalty: 54887.265625
Iteration 35Q: 17 clusters Score -1.145234e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 5 contains 52064 members 
Mstep: Class 7 contains 166589 members 
Mstep: Class 8 contains 22408 members 
Mstep: Class 9 contains 1455 members 
Mstep: Class 10 contains 34966 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 32819 members 
Mstep: Class 15 contains 314929 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 122005 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 85819 members 
Mstep: Class 21 contains 17677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114523856.000000 Penalty: 54887.265625
Iteration 36Q: 17 clusters Score -1.145239e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 52211 members 
Mstep: Class 7 contains 166514 members 
Mstep: Class 8 contains 22426 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 35168 members 
Mstep: Class 12 contains 26885 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 32766 members 
Mstep: Class 15 contains 314645 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 122604 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 84856 members 
Mstep: Class 21 contains 17661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114524608.000000 Penalty: 54887.265625
Iteration 37Q: 17 clusters Score -1.145246e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 124323 members 
Mstep: Class 4 contains 5875 members 
Mstep: Class 5 contains 52346 members 
Mstep: Class 7 contains 166437 members 
Mstep: Class 8 contains 22434 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 35368 members 
Mstep: Class 12 contains 26819 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 14 contains 32728 members 
Mstep: Class 15 contains 314443 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 123197 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 83699 members 
Mstep: Class 21 contains 17649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114525304.000000 Penalty: 54887.265625
Iteration 38Q: 17 clusters Score -1.145253e+08 nChanged 3279
Entering ConstructFrom: 
Score: -114525304.000000 Penalty: 54887.265625
Entering ConstructFrom: 
Trying to split cluster 1 (124341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Entering Unmasked Estep 
Score: -14336208.000000 Penalty: 2909.234375
	Iteration 0F: 2 clusters Score -1.433621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -14253015.000000 Penalty: 5818.468750
	Iteration 0F: 3 clusters Score -1.425302e+07 nChanged 59032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -14287229.000000 Penalty: 5818.468750
	Iteration 1F: 3 clusters Score -1.428723e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -14288759.000000 Penalty: 5818.468750
	Iteration 2Q: 3 clusters Score -1.428876e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -14290974.000000 Penalty: 5818.468750
	Iteration 3Q: 3 clusters Score -1.429097e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -14294505.000000 Penalty: 5818.468750
	Iteration 4F: 3 clusters Score -1.42945e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -14299319.000000 Penalty: 5818.468750
	Iteration 5F: 3 clusters Score -1.429932e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -14305848.000000 Penalty: 5818.468750
	Iteration 6F: 3 clusters Score -1.430585e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -14313158.000000 Penalty: 5818.468750
	Iteration 7F: 3 clusters Score -1.431316e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -14320831.000000 Penalty: 5818.468750
	Iteration 8F: 3 clusters Score -1.432083e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -14326900.000000 Penalty: 5818.468750
	Iteration 9F: 3 clusters Score -1.43269e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -14330551.000000 Penalty: 5818.468750
	Iteration 10Q: 3 clusters Score -1.433055e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -14332181.000000 Penalty: 5818.468750
	Iteration 11Q: 3 clusters Score -1.433218e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -14333265.000000 Penalty: 5818.468750
	Iteration 12Q: 3 clusters Score -1.433326e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -14334043.000000 Penalty: 5818.468750
	Iteration 13Q: 3 clusters Score -1.433404e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -14334594.000000 Penalty: 5818.468750
	Iteration 14Q: 3 clusters Score -1.433459e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -14335104.000000 Penalty: 5818.468750
	Iteration 15Q: 3 clusters Score -1.43351e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -14335503.000000 Penalty: 5818.468750
	Iteration 16Q: 3 clusters Score -1.43355e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -14335849.000000 Penalty: 5818.468750
	Iteration 17Q: 3 clusters Score -1.433585e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -14336110.000000 Penalty: 5818.468750
	Iteration 18Q: 3 clusters Score -1.433611e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -14336463.000000 Penalty: 5818.468750
	Iteration 19Q: 3 clusters Score -1.433646e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -14336706.000000 Penalty: 5818.468750
	Iteration 20F: 3 clusters Score -1.433671e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -14336932.000000 Penalty: 5818.468750
	Iteration 21Q: 3 clusters Score -1.433693e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -14337115.000000 Penalty: 5818.468750
	Iteration 22Q: 3 clusters Score -1.433712e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -14337314.000000 Penalty: 5818.468750
	Iteration 23Q: 3 clusters Score -1.433731e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -14337435.000000 Penalty: 5818.468750
	Iteration 24Q: 3 clusters Score -1.433744e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -14337620.000000 Penalty: 5818.468750
	Iteration 25Q: 3 clusters Score -1.433762e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -14337702.000000 Penalty: 5818.468750
	Iteration 26Q: 3 clusters Score -1.43377e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 98122 members 
Entering Unmasked Estep 
Score: -14337777.000000 Penalty: 5818.468750
	Iteration 27Q: 3 clusters Score -1.433778e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -14337829.000000 Penalty: 5818.468750
	Iteration 28Q: 3 clusters Score -1.433783e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -14337874.000000 Penalty: 5818.468750
	Iteration 29Q: 3 clusters Score -1.433787e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -14337865.000000 Penalty: 5818.468750
	Iteration 30Q: 3 clusters Score -1.433786e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -14337883.000000 Penalty: 5818.468750
	Iteration 31Q: 3 clusters Score -1.433788e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -14337899.000000 Penalty: 5818.468750
	Iteration 32Q: 3 clusters Score -1.43379e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -14337936.000000 Penalty: 5818.468750
	Iteration 33Q: 3 clusters Score -1.433794e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -14337955.000000 Penalty: 5818.468750
	Iteration 34Q: 3 clusters Score -1.433796e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -14337947.000000 Penalty: 5818.468750
	Iteration 35Q: 3 clusters Score -1.433795e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -14337948.000000 Penalty: 5818.468750
	Iteration 36Q: 3 clusters Score -1.433795e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -14337929.000000 Penalty: 5818.468750
	Iteration 37Q: 3 clusters Score -1.433793e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -14337960.000000 Penalty: 5818.468750
	Iteration 38Q: 3 clusters Score -1.433796e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -14337994.000000 Penalty: 5818.468750
	Iteration 39Q: 3 clusters Score -1.433799e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -14337992.000000 Penalty: 5818.468750
	Iteration 40F: 3 clusters Score -1.433799e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -14338013.000000 Penalty: 5818.468750
	Iteration 41Q: 3 clusters Score -1.433801e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -14338030.000000 Penalty: 5818.468750
	Iteration 42Q: 3 clusters Score -1.433803e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -14338046.000000 Penalty: 5818.468750
	Iteration 43Q: 3 clusters Score -1.433805e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -14338049.000000 Penalty: 5818.468750
	Iteration 44Q: 3 clusters Score -1.433805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -14338049.000000 Penalty: 5818.468750
	Iteration 45Q: 3 clusters Score -1.433805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -14338048.000000 Penalty: 5818.468750
	Iteration 46Q: 3 clusters Score -1.433805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 101156 members 
Entering Unmasked Estep 
Score: -14338031.000000 Penalty: 5818.468750
	Iteration 47Q: 3 clusters Score -1.433803e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -14338035.000000 Penalty: 5818.468750
	Iteration 48Q: 3 clusters Score -1.433804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -14338033.000000 Penalty: 5818.468750
	Iteration 49Q: 3 clusters Score -1.433803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -14338037.000000 Penalty: 5818.468750
	Iteration 50Q: 3 clusters Score -1.433804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -14338038.000000 Penalty: 5818.468750
	Iteration 51Q: 3 clusters Score -1.433804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -14338031.000000 Penalty: 5818.468750
	Iteration 52Q: 3 clusters Score -1.433803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -14338029.000000 Penalty: 5818.468750
	Iteration 53Q: 3 clusters Score -1.433803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 101334 members 
Entering Unmasked Estep 
Score: -14338035.000000 Penalty: 5818.468750
	Iteration 54Q: 3 clusters Score -1.433804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -14338029.000000 Penalty: 5818.468750
	Iteration 55Q: 3 clusters Score -1.433803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -14338022.000000 Penalty: 5818.468750
	Iteration 56Q: 3 clusters Score -1.433802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -14338016.000000 Penalty: 5818.468750
	Iteration 57Q: 3 clusters Score -1.433802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -14338010.000000 Penalty: 5818.468750
	Iteration 58Q: 3 clusters Score -1.433801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -14338003.000000 Penalty: 5818.468750
	Iteration 59Q: 3 clusters Score -1.4338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -14338019.000000 Penalty: 5818.468750
	Iteration 60F: 3 clusters Score -1.433802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -14338032.000000 Penalty: 5818.468750
	Iteration 61Q: 3 clusters Score -1.433803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -14338031.000000 Penalty: 5818.468750
	Iteration 62Q: 3 clusters Score -1.433803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -14338031.000000 Penalty: 5818.468750
	Iteration 63F: 3 clusters Score -1.433803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 14 contains 32697 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 82401 members 
Mstep: Class 21 contains 17648 members 
Entering Unmasked Estep 
Score: -114527704.000000 Penalty: 58317.722656
Splitting cluster 1 changes total score from -114525304.000000 to -114527704.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -800786.312500 Penalty: 2184.178955
	Iteration 0F: 2 clusters Score -800786.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -795273.812500 Penalty: 4368.357910
	Iteration 0F: 3 clusters Score -795273.8 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -796656.062500 Penalty: 4368.357910
	Iteration 1F: 3 clusters Score -796656.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -796885.937500 Penalty: 4368.357910
	Iteration 2F: 3 clusters Score -796885.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -797005.812500 Penalty: 4368.357910
	Iteration 3Q: 3 clusters Score -797005.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -797088.812500 Penalty: 4368.357910
	Iteration 4Q: 3 clusters Score -797088.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -797146.125000 Penalty: 4368.357910
	Iteration 5Q: 3 clusters Score -797146.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -797197.062500 Penalty: 4368.357910
	Iteration 6Q: 3 clusters Score -797197.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -797235.812500 Penalty: 4368.357910
	Iteration 7Q: 3 clusters Score -797235.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -797273.375000 Penalty: 4368.357910
	Iteration 8Q: 3 clusters Score -797273.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -797321.500000 Penalty: 4368.357910
	Iteration 9Q: 3 clusters Score -797321.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -797365.500000 Penalty: 4368.357910
	Iteration 10Q: 3 clusters Score -797365.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -797406.062500 Penalty: 4368.357910
	Iteration 11Q: 3 clusters Score -797406.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -797444.125000 Penalty: 4368.357910
	Iteration 12Q: 3 clusters Score -797444.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -797490.250000 Penalty: 4368.357910
	Iteration 13Q: 3 clusters Score -797490.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -797541.250000 Penalty: 4368.357910
	Iteration 14Q: 3 clusters Score -797541.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -797590.062500 Penalty: 4368.357910
	Iteration 15Q: 3 clusters Score -797590.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -797636.562500 Penalty: 4368.357910
	Iteration 16Q: 3 clusters Score -797636.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -797689.875000 Penalty: 4368.357910
	Iteration 17Q: 3 clusters Score -797689.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -797745.187500 Penalty: 4368.357910
	Iteration 18Q: 3 clusters Score -797745.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -797811.000000 Penalty: 4368.357910
	Iteration 19Q: 3 clusters Score -797811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -797877.062500 Penalty: 4368.357910
	Iteration 20F: 3 clusters Score -797877.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -797939.437500 Penalty: 4368.357910
	Iteration 21Q: 3 clusters Score -797939.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -798013.875000 Penalty: 4368.357910
	Iteration 22Q: 3 clusters Score -798013.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -798108.687500 Penalty: 4368.357910
	Iteration 23Q: 3 clusters Score -798108.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -798223.562500 Penalty: 4368.357910
	Iteration 24Q: 3 clusters Score -798223.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -798301.812500 Penalty: 4368.357910
	Iteration 25Q: 3 clusters Score -798301.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -798367.125000 Penalty: 4368.357910
	Iteration 26Q: 3 clusters Score -798367.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -798434.562500 Penalty: 4368.357910
	Iteration 27Q: 3 clusters Score -798434.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -798480.250000 Penalty: 4368.357910
	Iteration 28Q: 3 clusters Score -798480.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -798515.437500 Penalty: 4368.357910
	Iteration 29Q: 3 clusters Score -798515.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -798546.062500 Penalty: 4368.357910
	Iteration 30Q: 3 clusters Score -798546.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -798572.250000 Penalty: 4368.357910
	Iteration 31Q: 3 clusters Score -798572.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -798604.625000 Penalty: 4368.357910
	Iteration 32Q: 3 clusters Score -798604.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -798636.500000 Penalty: 4368.357910
	Iteration 33Q: 3 clusters Score -798636.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -798676.062500 Penalty: 4368.357910
	Iteration 34Q: 3 clusters Score -798676.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -798706.062500 Penalty: 4368.357910
	Iteration 35Q: 3 clusters Score -798706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -798733.500000 Penalty: 4368.357910
	Iteration 36Q: 3 clusters Score -798733.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -798759.500000 Penalty: 4368.357910
	Iteration 37Q: 3 clusters Score -798759.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -798775.250000 Penalty: 4368.357910
	Iteration 38Q: 3 clusters Score -798775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -798785.937500 Penalty: 4368.357910
	Iteration 39Q: 3 clusters Score -798785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -798794.312500 Penalty: 4368.357910
	Iteration 40F: 3 clusters Score -798794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -798803.375000 Penalty: 4368.357910
	Iteration 41Q: 3 clusters Score -798803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -798812.250000 Penalty: 4368.357910
	Iteration 42Q: 3 clusters Score -798812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -798820.437500 Penalty: 4368.357910
	Iteration 43Q: 3 clusters Score -798820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -798829.312500 Penalty: 4368.357910
	Iteration 44Q: 3 clusters Score -798829.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -798838.625000 Penalty: 4368.357910
	Iteration 45Q: 3 clusters Score -798838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -798849.625000 Penalty: 4368.357910
	Iteration 46Q: 3 clusters Score -798849.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -798857.625000 Penalty: 4368.357910
	Iteration 47Q: 3 clusters Score -798857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -798861.750000 Penalty: 4368.357910
	Iteration 48Q: 3 clusters Score -798861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -798863.750000 Penalty: 4368.357910
	Iteration 49Q: 3 clusters Score -798863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -798868.625000 Penalty: 4368.357910
	Iteration 50Q: 3 clusters Score -798868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -798875.187500 Penalty: 4368.357910
	Iteration 51Q: 3 clusters Score -798875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -798884.187500 Penalty: 4368.357910
	Iteration 52Q: 3 clusters Score -798884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -798891.812500 Penalty: 4368.357910
	Iteration 53Q: 3 clusters Score -798891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -798896.687500 Penalty: 4368.357910
	Iteration 54Q: 3 clusters Score -798896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -798903.562500 Penalty: 4368.357910
	Iteration 55Q: 3 clusters Score -798903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -798911.062500 Penalty: 4368.357910
	Iteration 56Q: 3 clusters Score -798911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -798913.375000 Penalty: 4368.357910
	Iteration 57Q: 3 clusters Score -798913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -798914.062500 Penalty: 4368.357910
	Iteration 58Q: 3 clusters Score -798914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -798914.062500 Penalty: 4368.357910
	Iteration 59F: 3 clusters Score -798914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Entering Unmasked Estep 
Score: -6127295.500000 Penalty: 2695.201904
	Iteration 0F: 2 clusters Score -6127296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6092112.500000 Penalty: 5390.403809
	Iteration 0F: 3 clusters Score -6092112 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -6105408.500000 Penalty: 5390.403809
	Iteration 1F: 3 clusters Score -6105408 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -6105825.000000 Penalty: 5390.403809
	Iteration 2Q: 3 clusters Score -6105825 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -6106173.500000 Penalty: 5390.403809
	Iteration 3Q: 3 clusters Score -6106174 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6106581.000000 Penalty: 5390.403809
	Iteration 4Q: 3 clusters Score -6106581 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6107054.500000 Penalty: 5390.403809
	Iteration 5Q: 3 clusters Score -6107054 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6107648.000000 Penalty: 5390.403809
	Iteration 6Q: 3 clusters Score -6107648 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6108450.500000 Penalty: 5390.403809
	Iteration 7Q: 3 clusters Score -6108450 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -6109598.500000 Penalty: 5390.403809
	Iteration 8Q: 3 clusters Score -6109598 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -6111302.000000 Penalty: 5390.403809
	Iteration 9F: 3 clusters Score -6111302 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -6113654.500000 Penalty: 5390.403809
	Iteration 10F: 3 clusters Score -6113654 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -6116756.500000 Penalty: 5390.403809
	Iteration 11F: 3 clusters Score -6116756 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -6120031.000000 Penalty: 5390.403809
	Iteration 12F: 3 clusters Score -6120031 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6122556.500000 Penalty: 5390.403809
	Iteration 13F: 3 clusters Score -6122556 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6123927.500000 Penalty: 5390.403809
	Iteration 14Q: 3 clusters Score -6123928 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6124516.500000 Penalty: 5390.403809
	Iteration 15Q: 3 clusters Score -6124516 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6124788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6124898.500000 Penalty: 5390.403809
	Iteration 17Q: 3 clusters Score -6124898 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6124967.500000 Penalty: 5390.403809
	Iteration 18Q: 3 clusters Score -6124968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6124996.500000 Penalty: 5390.403809
	Iteration 19Q: 3 clusters Score -6124996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6125027.000000 Penalty: 5390.403809
	Iteration 20F: 3 clusters Score -6125027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6125064.000000 Penalty: 5390.403809
	Iteration 21Q: 3 clusters Score -6125064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6125094.000000 Penalty: 5390.403809
	Iteration 22Q: 3 clusters Score -6125094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6125105.000000 Penalty: 5390.403809
	Iteration 23Q: 3 clusters Score -6125105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6125118.000000 Penalty: 5390.403809
	Iteration 24Q: 3 clusters Score -6125118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6125142.500000 Penalty: 5390.403809
	Iteration 25Q: 3 clusters Score -6125142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6125158.000000 Penalty: 5390.403809
	Iteration 26Q: 3 clusters Score -6125158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6125171.500000 Penalty: 5390.403809
	Iteration 27Q: 3 clusters Score -6125172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6125180.500000 Penalty: 5390.403809
	Iteration 28Q: 3 clusters Score -6125180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6125182.000000 Penalty: 5390.403809
	Iteration 29Q: 3 clusters Score -6125182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6125187.500000 Penalty: 5390.403809
	Iteration 30Q: 3 clusters Score -6125188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6125186.500000 Penalty: 5390.403809
	Iteration 31Q: 3 clusters Score -6125186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6125187.500000 Penalty: 5390.403809
	Iteration 32F: 3 clusters Score -6125188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6125192.500000 Penalty: 5390.403809
	Iteration 33Q: 3 clusters Score -6125192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6125190.000000 Penalty: 5390.403809
	Iteration 34Q: 3 clusters Score -6125190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6125202.000000 Penalty: 5390.403809
	Iteration 35Q: 3 clusters Score -6125202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6125211.500000 Penalty: 5390.403809
	Iteration 36Q: 3 clusters Score -6125212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6125220.000000 Penalty: 5390.403809
	Iteration 37Q: 3 clusters Score -6125220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6125221.000000 Penalty: 5390.403809
	Iteration 38Q: 3 clusters Score -6125221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6125228.000000 Penalty: 5390.403809
	Iteration 39Q: 3 clusters Score -6125228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6125234.500000 Penalty: 5390.403809
	Iteration 40F: 3 clusters Score -6125234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6125251.500000 Penalty: 5390.403809
	Iteration 41Q: 3 clusters Score -6125252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6125259.000000 Penalty: 5390.403809
	Iteration 42Q: 3 clusters Score -6125259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6125292.500000 Penalty: 5390.403809
	Iteration 43Q: 3 clusters Score -6125292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6125310.000000 Penalty: 5390.403809
	Iteration 44Q: 3 clusters Score -6125310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6125339.000000 Penalty: 5390.403809
	Iteration 45Q: 3 clusters Score -6125339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6125376.000000 Penalty: 5390.403809
	Iteration 46Q: 3 clusters Score -6125376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6125398.000000 Penalty: 5390.403809
	Iteration 47Q: 3 clusters Score -6125398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6125424.000000 Penalty: 5390.403809
	Iteration 48Q: 3 clusters Score -6125424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6125449.500000 Penalty: 5390.403809
	Iteration 49Q: 3 clusters Score -6125450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6125468.500000 Penalty: 5390.403809
	Iteration 50Q: 3 clusters Score -6125468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6125481.500000 Penalty: 5390.403809
	Iteration 51Q: 3 clusters Score -6125482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6125494.500000 Penalty: 5390.403809
	Iteration 52Q: 3 clusters Score -6125494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6125510.000000 Penalty: 5390.403809
	Iteration 53Q: 3 clusters Score -6125510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6125521.000000 Penalty: 5390.403809
	Iteration 54Q: 3 clusters Score -6125521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6125528.500000 Penalty: 5390.403809
	Iteration 55Q: 3 clusters Score -6125528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6125531.500000 Penalty: 5390.403809
	Iteration 56Q: 3 clusters Score -6125532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6125539.000000 Penalty: 5390.403809
	Iteration 57Q: 3 clusters Score -6125539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6125563.000000 Penalty: 5390.403809
	Iteration 58F: 3 clusters Score -6125563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6125575.000000 Penalty: 5390.403809
	Iteration 59Q: 3 clusters Score -6125575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6125577.500000 Penalty: 5390.403809
	Iteration 60F: 3 clusters Score -6125578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6125599.000000 Penalty: 5390.403809
	Iteration 61Q: 3 clusters Score -6125599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6125594.000000 Penalty: 5390.403809
	Iteration 62Q: 3 clusters Score -6125594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6125602.500000 Penalty: 5390.403809
	Iteration 63Q: 3 clusters Score -6125602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6125599.500000 Penalty: 5390.403809
	Iteration 64Q: 3 clusters Score -6125600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6125606.500000 Penalty: 5390.403809
	Iteration 65Q: 3 clusters Score -6125606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6125610.000000 Penalty: 5390.403809
	Iteration 66Q: 3 clusters Score -6125610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6125612.500000 Penalty: 5390.403809
	Iteration 67Q: 3 clusters Score -6125612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6125614.000000 Penalty: 5390.403809
	Iteration 68Q: 3 clusters Score -6125614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6125620.000000 Penalty: 5390.403809
	Iteration 69Q: 3 clusters Score -6125620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6125617.500000 Penalty: 5390.403809
	Iteration 70Q: 3 clusters Score -6125618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6125617.000000 Penalty: 5390.403809
	Iteration 71Q: 3 clusters Score -6125617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6125625.500000 Penalty: 5390.403809
	Iteration 72Q: 3 clusters Score -6125626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6125632.000000 Penalty: 5390.403809
	Iteration 73Q: 3 clusters Score -6125632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6125644.500000 Penalty: 5390.403809
	Iteration 74Q: 3 clusters Score -6125644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6125649.500000 Penalty: 5390.403809
	Iteration 75Q: 3 clusters Score -6125650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6125651.000000 Penalty: 5390.403809
	Iteration 76Q: 3 clusters Score -6125651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6125652.000000 Penalty: 5390.403809
	Iteration 77Q: 3 clusters Score -6125652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6125655.000000 Penalty: 5390.403809
	Iteration 78Q: 3 clusters Score -6125655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6125655.500000 Penalty: 5390.403809
	Iteration 79Q: 3 clusters Score -6125656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6125659.500000 Penalty: 5390.403809
	Iteration 80F: 3 clusters Score -6125660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6125663.500000 Penalty: 5390.403809
	Iteration 81Q: 3 clusters Score -6125664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6125666.000000 Penalty: 5390.403809
	Iteration 82Q: 3 clusters Score -6125666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6125667.500000 Penalty: 5390.403809
	Iteration 83Q: 3 clusters Score -6125668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6125674.500000 Penalty: 5390.403809
	Iteration 84Q: 3 clusters Score -6125674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6125678.500000 Penalty: 5390.403809
	Iteration 85Q: 3 clusters Score -6125678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6125694.500000 Penalty: 5390.403809
	Iteration 86Q: 3 clusters Score -6125694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6125709.000000 Penalty: 5390.403809
	Iteration 87Q: 3 clusters Score -6125709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6125705.000000 Penalty: 5390.403809
	Iteration 88Q: 3 clusters Score -6125705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6125712.500000 Penalty: 5390.403809
	Iteration 89Q: 3 clusters Score -6125712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6125712.500000 Penalty: 5390.403809
	Iteration 90Q: 3 clusters Score -6125712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6125714.000000 Penalty: 5390.403809
	Iteration 91Q: 3 clusters Score -6125714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6125720.000000 Penalty: 5390.403809
	Iteration 92Q: 3 clusters Score -6125720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6125742.000000 Penalty: 5390.403809
	Iteration 93Q: 3 clusters Score -6125742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6125764.000000 Penalty: 5390.403809
	Iteration 94Q: 3 clusters Score -6125764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6125764.500000 Penalty: 5390.403809
	Iteration 95Q: 3 clusters Score -6125764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6125767.000000 Penalty: 5390.403809
	Iteration 96Q: 3 clusters Score -6125767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6125765.000000 Penalty: 5390.403809
	Iteration 97Q: 3 clusters Score -6125765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6125768.500000 Penalty: 5390.403809
	Iteration 98Q: 3 clusters Score -6125768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6125768.500000 Penalty: 5390.403809
	Iteration 99F: 3 clusters Score -6125768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166355 members 
Entering Unmasked Estep 
Score: -19130288.000000 Penalty: 2981.426025
	Iteration 0F: 2 clusters Score -1.913029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -19019896.000000 Penalty: 5962.852051
	Iteration 0F: 3 clusters Score -1.90199e+07 nChanged 79849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -19067370.000000 Penalty: 5962.852051
	Iteration 1F: 3 clusters Score -1.906737e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -19069108.000000 Penalty: 5962.852051
	Iteration 2Q: 3 clusters Score -1.906911e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -19072054.000000 Penalty: 5962.852051
	Iteration 3Q: 3 clusters Score -1.907205e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -19077528.000000 Penalty: 5962.852051
	Iteration 4F: 3 clusters Score -1.907753e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120524 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -19087054.000000 Penalty: 5962.852051
	Iteration 5F: 3 clusters Score -1.908705e+07 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -19100530.000000 Penalty: 5962.852051
	Iteration 6F: 3 clusters Score -1.910053e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148558 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -19113776.000000 Penalty: 5962.852051
	Iteration 7F: 3 clusters Score -1.911378e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -19122014.000000 Penalty: 5962.852051
	Iteration 8F: 3 clusters Score -1.912201e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162029 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -19125772.000000 Penalty: 5962.852051
	Iteration 9Q: 3 clusters Score -1.912577e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -19127480.000000 Penalty: 5962.852051
	Iteration 10Q: 3 clusters Score -1.912748e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -19128120.000000 Penalty: 5962.852051
	Iteration 11Q: 3 clusters Score -1.912812e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19128392.000000 Penalty: 5962.852051
	Iteration 12Q: 3 clusters Score -1.912839e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164411 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19128454.000000 Penalty: 5962.852051
	Iteration 13Q: 3 clusters Score -1.912845e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164489 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19128508.000000 Penalty: 5962.852051
	Iteration 14Q: 3 clusters Score -1.912851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -19128588.000000 Penalty: 5962.852051
	Iteration 15Q: 3 clusters Score -1.912859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -19128584.000000 Penalty: 5962.852051
	Iteration 16Q: 3 clusters Score -1.912858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19128602.000000 Penalty: 5962.852051
	Iteration 17Q: 3 clusters Score -1.91286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164607 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19128610.000000 Penalty: 5962.852051
	Iteration 18Q: 3 clusters Score -1.912861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -19128610.000000 Penalty: 5962.852051
	Iteration 19Q: 3 clusters Score -1.912861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19128618.000000 Penalty: 5962.852051
	Iteration 20F: 3 clusters Score -1.912862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164636 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19128618.000000 Penalty: 5962.852051
	Iteration 21Q: 3 clusters Score -1.912862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19128630.000000 Penalty: 5962.852051
	Iteration 22Q: 3 clusters Score -1.912863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164652 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19128632.000000 Penalty: 5962.852051
	Iteration 23Q: 3 clusters Score -1.912863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19128630.000000 Penalty: 5962.852051
	Iteration 24Q: 3 clusters Score -1.912863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -19128644.000000 Penalty: 5962.852051
	Iteration 25Q: 3 clusters Score -1.912864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19128644.000000 Penalty: 5962.852051
	Iteration 26Q: 3 clusters Score -1.912864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19128644.000000 Penalty: 5962.852051
	Iteration 27Q: 3 clusters Score -1.912864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19128644.000000 Penalty: 5962.852051
	Iteration 28F: 3 clusters Score -1.912864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Entering Unmasked Estep 
Score: -2393699.250000 Penalty: 2484.690186
	Iteration 0F: 2 clusters Score -2393699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2378029.500000 Penalty: 4969.380371
	Iteration 0F: 3 clusters Score -2378030 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2383473.000000 Penalty: 4969.380371
	Iteration 1F: 3 clusters Score -2383473 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2384192.750000 Penalty: 4969.380371
	Iteration 2F: 3 clusters Score -2384193 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2384950.750000 Penalty: 4969.380371
	Iteration 3F: 3 clusters Score -2384951 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2385779.750000 Penalty: 4969.380371
	Iteration 4F: 3 clusters Score -2385780 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2386589.500000 Penalty: 4969.380371
	Iteration 5F: 3 clusters Score -2386590 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2387296.250000 Penalty: 4969.380371
	Iteration 6F: 3 clusters Score -2387296 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2387885.500000 Penalty: 4969.380371
	Iteration 7Q: 3 clusters Score -2387886 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2388366.750000 Penalty: 4969.380371
	Iteration 8Q: 3 clusters Score -2388367 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2388765.250000 Penalty: 4969.380371
	Iteration 9Q: 3 clusters Score -2388765 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2389220.000000 Penalty: 4969.380371
	Iteration 10Q: 3 clusters Score -2389220 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2389723.000000 Penalty: 4969.380371
	Iteration 11Q: 3 clusters Score -2389723 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2390210.750000 Penalty: 4969.380371
	Iteration 12Q: 3 clusters Score -2390211 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2390663.250000 Penalty: 4969.380371
	Iteration 13Q: 3 clusters Score -2390663 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2391109.750000 Penalty: 4969.380371
	Iteration 14Q: 3 clusters Score -2391110 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2391474.250000 Penalty: 4969.380371
	Iteration 15Q: 3 clusters Score -2391474 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2391748.750000 Penalty: 4969.380371
	Iteration 16Q: 3 clusters Score -2391749 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2391931.000000 Penalty: 4969.380371
	Iteration 17Q: 3 clusters Score -2391931 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2392066.000000 Penalty: 4969.380371
	Iteration 18Q: 3 clusters Score -2392066 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2392199.000000 Penalty: 4969.380371
	Iteration 19Q: 3 clusters Score -2392199 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2392303.750000 Penalty: 4969.380371
	Iteration 20F: 3 clusters Score -2392304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2392382.750000 Penalty: 4969.380371
	Iteration 21Q: 3 clusters Score -2392383 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2392465.500000 Penalty: 4969.380371
	Iteration 22Q: 3 clusters Score -2392466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2392502.000000 Penalty: 4969.380371
	Iteration 23Q: 3 clusters Score -2392502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2392544.250000 Penalty: 4969.380371
	Iteration 24Q: 3 clusters Score -2392544 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2392555.250000 Penalty: 4969.380371
	Iteration 25Q: 3 clusters Score -2392555 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2392565.500000 Penalty: 4969.380371
	Iteration 26Q: 3 clusters Score -2392566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2392576.250000 Penalty: 4969.380371
	Iteration 27Q: 3 clusters Score -2392576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2392594.000000 Penalty: 4969.380371
	Iteration 28Q: 3 clusters Score -2392594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2392601.250000 Penalty: 4969.380371
	Iteration 29Q: 3 clusters Score -2392601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2392599.500000 Penalty: 4969.380371
	Iteration 30Q: 3 clusters Score -2392600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2392599.750000 Penalty: 4969.380371
	Iteration 31Q: 3 clusters Score -2392600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2392598.750000 Penalty: 4969.380371
	Iteration 32Q: 3 clusters Score -2392599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2392601.500000 Penalty: 4969.380371
	Iteration 33Q: 3 clusters Score -2392602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2392597.000000 Penalty: 4969.380371
	Iteration 34Q: 3 clusters Score -2392597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2392604.000000 Penalty: 4969.380371
	Iteration 35Q: 3 clusters Score -2392604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2392601.000000 Penalty: 4969.380371
	Iteration 36Q: 3 clusters Score -2392601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2392598.750000 Penalty: 4969.380371
	Iteration 37Q: 3 clusters Score -2392599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2392602.000000 Penalty: 4969.380371
	Iteration 38Q: 3 clusters Score -2392602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2392597.250000 Penalty: 4969.380371
	Iteration 39Q: 3 clusters Score -2392597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2392602.250000 Penalty: 4969.380371
	Iteration 40F: 3 clusters Score -2392602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2392607.250000 Penalty: 4969.380371
	Iteration 41Q: 3 clusters Score -2392607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2392606.000000 Penalty: 4969.380371
	Iteration 42Q: 3 clusters Score -2392606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2392605.000000 Penalty: 4969.380371
	Iteration 43Q: 3 clusters Score -2392605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2392606.750000 Penalty: 4969.380371
	Iteration 44Q: 3 clusters Score -2392607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2392605.250000 Penalty: 4969.380371
	Iteration 45Q: 3 clusters Score -2392605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2392605.500000 Penalty: 4969.380371
	Iteration 46Q: 3 clusters Score -2392606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2392603.500000 Penalty: 4969.380371
	Iteration 47Q: 3 clusters Score -2392604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2392603.750000 Penalty: 4969.380371
	Iteration 48Q: 3 clusters Score -2392604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2392606.500000 Penalty: 4969.380371
	Iteration 49Q: 3 clusters Score -2392606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2392606.000000 Penalty: 4969.380371
	Iteration 50Q: 3 clusters Score -2392606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2392605.250000 Penalty: 4969.380371
	Iteration 51Q: 3 clusters Score -2392605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2392608.000000 Penalty: 4969.380371
	Iteration 52Q: 3 clusters Score -2392608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2392610.500000 Penalty: 4969.380371
	Iteration 53Q: 3 clusters Score -2392610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2392610.750000 Penalty: 4969.380371
	Iteration 54Q: 3 clusters Score -2392611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2392609.750000 Penalty: 4969.380371
	Iteration 55Q: 3 clusters Score -2392610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2392607.250000 Penalty: 4969.380371
	Iteration 56Q: 3 clusters Score -2392607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2392607.250000 Penalty: 4969.380371
	Iteration 57F: 3 clusters Score -2392607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -147358.984375 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -147359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145330.906250 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -145330.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -146468.000000 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -146468 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -147564.343750 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -147564.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -148092.437500 Penalty: 3612.590332
	Iteration 3F: 3 clusters Score -148092.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -148347.250000 Penalty: 3612.590332
	Iteration 4Q: 3 clusters Score -148347.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148422.421875 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -148422.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148452.312500 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -148452.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -148479.687500 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -148479.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -148507.484375 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -148507.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -148531.687500 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -148531.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -148557.562500 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -148557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -148580.531250 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -148580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -148590.296875 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -148590.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148618.109375 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -148618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148621.765625 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -148621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148623.109375 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -148623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148626.015625 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -148626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -148630.125000 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -148630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148632.140625 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -148632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148632.140625 Penalty: 3612.590332
	Iteration 19F: 3 clusters Score -148632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 14 contains 32697 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 82401 members 
Mstep: Class 21 contains 17648 members 
Entering Unmasked Estep 
Score: -114527144.000000 Penalty: 61748.175781
Splitting cluster 9 changes total score from -114525304.000000 to -114527144.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (35521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Entering Unmasked Estep 
Score: -4161489.250000 Penalty: 2598.514160
	Iteration 0F: 2 clusters Score -4161489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -4137287.500000 Penalty: 5197.028320
	Iteration 0F: 3 clusters Score -4137288 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4146082.000000 Penalty: 5197.028320
	Iteration 1F: 3 clusters Score -4146082 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4146630.250000 Penalty: 5197.028320
	Iteration 2Q: 3 clusters Score -4146630 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4147258.500000 Penalty: 5197.028320
	Iteration 3Q: 3 clusters Score -4147258 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4148101.750000 Penalty: 5197.028320
	Iteration 4Q: 3 clusters Score -4148102 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4149341.750000 Penalty: 5197.028320
	Iteration 5F: 3 clusters Score -4149342 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4150990.750000 Penalty: 5197.028320
	Iteration 6F: 3 clusters Score -4150991 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -4153190.250000 Penalty: 5197.028320
	Iteration 7F: 3 clusters Score -4153190 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4155304.750000 Penalty: 5197.028320
	Iteration 8F: 3 clusters Score -4155305 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4156911.750000 Penalty: 5197.028320
	Iteration 9Q: 3 clusters Score -4156912 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4157893.000000 Penalty: 5197.028320
	Iteration 10Q: 3 clusters Score -4157893 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4158388.250000 Penalty: 5197.028320
	Iteration 11Q: 3 clusters Score -4158388 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4158614.250000 Penalty: 5197.028320
	Iteration 12Q: 3 clusters Score -4158614 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4158720.750000 Penalty: 5197.028320
	Iteration 13Q: 3 clusters Score -4158721 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4158821.750000 Penalty: 5197.028320
	Iteration 14Q: 3 clusters Score -4158822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4158910.500000 Penalty: 5197.028320
	Iteration 15Q: 3 clusters Score -4158910 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4158989.750000 Penalty: 5197.028320
	Iteration 16Q: 3 clusters Score -4158990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4159057.750000 Penalty: 5197.028320
	Iteration 17Q: 3 clusters Score -4159058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4159109.000000 Penalty: 5197.028320
	Iteration 18Q: 3 clusters Score -4159109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4159145.750000 Penalty: 5197.028320
	Iteration 19Q: 3 clusters Score -4159146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4159174.500000 Penalty: 5197.028320
	Iteration 20F: 3 clusters Score -4159174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4159203.500000 Penalty: 5197.028320
	Iteration 21Q: 3 clusters Score -4159204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4159219.500000 Penalty: 5197.028320
	Iteration 22Q: 3 clusters Score -4159220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4159231.750000 Penalty: 5197.028320
	Iteration 23Q: 3 clusters Score -4159232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4159244.250000 Penalty: 5197.028320
	Iteration 24Q: 3 clusters Score -4159244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4159248.500000 Penalty: 5197.028320
	Iteration 25Q: 3 clusters Score -4159248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4159263.250000 Penalty: 5197.028320
	Iteration 26Q: 3 clusters Score -4159263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4159269.500000 Penalty: 5197.028320
	Iteration 27Q: 3 clusters Score -4159270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4159275.000000 Penalty: 5197.028320
	Iteration 28Q: 3 clusters Score -4159275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4159273.250000 Penalty: 5197.028320
	Iteration 29Q: 3 clusters Score -4159273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4159283.500000 Penalty: 5197.028320
	Iteration 30Q: 3 clusters Score -4159284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4159287.250000 Penalty: 5197.028320
	Iteration 31Q: 3 clusters Score -4159287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4159300.000000 Penalty: 5197.028320
	Iteration 32Q: 3 clusters Score -4159300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4159304.000000 Penalty: 5197.028320
	Iteration 33Q: 3 clusters Score -4159304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4159304.750000 Penalty: 5197.028320
	Iteration 34Q: 3 clusters Score -4159305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4159306.500000 Penalty: 5197.028320
	Iteration 35Q: 3 clusters Score -4159306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4159306.250000 Penalty: 5197.028320
	Iteration 36Q: 3 clusters Score -4159306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4159308.000000 Penalty: 5197.028320
	Iteration 37Q: 3 clusters Score -4159308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4159307.750000 Penalty: 5197.028320
	Iteration 38Q: 3 clusters Score -4159308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4159316.250000 Penalty: 5197.028320
	Iteration 39Q: 3 clusters Score -4159316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4159319.750000 Penalty: 5197.028320
	Iteration 40F: 3 clusters Score -4159320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4159326.750000 Penalty: 5197.028320
	Iteration 41Q: 3 clusters Score -4159327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4159329.250000 Penalty: 5197.028320
	Iteration 42Q: 3 clusters Score -4159329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4159327.000000 Penalty: 5197.028320
	Iteration 43Q: 3 clusters Score -4159327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4159329.500000 Penalty: 5197.028320
	Iteration 44Q: 3 clusters Score -4159330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4159329.500000 Penalty: 5197.028320
	Iteration 45Q: 3 clusters Score -4159330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4159329.500000 Penalty: 5197.028320
	Iteration 46F: 3 clusters Score -4159330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Entering Unmasked Estep 
Score: -3068102.750000 Penalty: 2528.211670
	Iteration 0F: 2 clusters Score -3068103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3049565.250000 Penalty: 5056.423340
	Iteration 0F: 3 clusters Score -3049565 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3055978.750000 Penalty: 5056.423340
	Iteration 1F: 3 clusters Score -3055979 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3056461.750000 Penalty: 5056.423340
	Iteration 2Q: 3 clusters Score -3056462 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3056952.250000 Penalty: 5056.423340
	Iteration 3Q: 3 clusters Score -3056952 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3057650.000000 Penalty: 5056.423340
	Iteration 4Q: 3 clusters Score -3057650 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3058553.500000 Penalty: 5056.423340
	Iteration 5F: 3 clusters Score -3058554 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3059745.750000 Penalty: 5056.423340
	Iteration 6F: 3 clusters Score -3059746 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3061253.000000 Penalty: 5056.423340
	Iteration 7F: 3 clusters Score -3061253 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3062794.250000 Penalty: 5056.423340
	Iteration 8F: 3 clusters Score -3062794 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3064205.750000 Penalty: 5056.423340
	Iteration 9F: 3 clusters Score -3064206 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3065366.750000 Penalty: 5056.423340
	Iteration 10Q: 3 clusters Score -3065367 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3066098.500000 Penalty: 5056.423340
	Iteration 11Q: 3 clusters Score -3066098 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3066393.000000 Penalty: 5056.423340
	Iteration 12Q: 3 clusters Score -3066393 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3066543.500000 Penalty: 5056.423340
	Iteration 13Q: 3 clusters Score -3066544 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3066609.250000 Penalty: 5056.423340
	Iteration 14Q: 3 clusters Score -3066609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3066643.250000 Penalty: 5056.423340
	Iteration 15Q: 3 clusters Score -3066643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3066657.750000 Penalty: 5056.423340
	Iteration 16Q: 3 clusters Score -3066658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3066671.500000 Penalty: 5056.423340
	Iteration 17Q: 3 clusters Score -3066672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3066681.750000 Penalty: 5056.423340
	Iteration 18Q: 3 clusters Score -3066682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3066688.750000 Penalty: 5056.423340
	Iteration 19Q: 3 clusters Score -3066689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3066708.500000 Penalty: 5056.423340
	Iteration 20F: 3 clusters Score -3066708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3066710.250000 Penalty: 5056.423340
	Iteration 21Q: 3 clusters Score -3066710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3066724.500000 Penalty: 5056.423340
	Iteration 22Q: 3 clusters Score -3066724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3066729.750000 Penalty: 5056.423340
	Iteration 23Q: 3 clusters Score -3066730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3066732.250000 Penalty: 5056.423340
	Iteration 24Q: 3 clusters Score -3066732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3066734.750000 Penalty: 5056.423340
	Iteration 25Q: 3 clusters Score -3066735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3066743.000000 Penalty: 5056.423340
	Iteration 26Q: 3 clusters Score -3066743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3066747.750000 Penalty: 5056.423340
	Iteration 27Q: 3 clusters Score -3066748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3066748.000000 Penalty: 5056.423340
	Iteration 28Q: 3 clusters Score -3066748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3066744.750000 Penalty: 5056.423340
	Iteration 29Q: 3 clusters Score -3066745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3066750.750000 Penalty: 5056.423340
	Iteration 30Q: 3 clusters Score -3066751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3066752.250000 Penalty: 5056.423340
	Iteration 31Q: 3 clusters Score -3066752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3066752.500000 Penalty: 5056.423340
	Iteration 32Q: 3 clusters Score -3066752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3066753.000000 Penalty: 5056.423340
	Iteration 33Q: 3 clusters Score -3066753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3066757.500000 Penalty: 5056.423340
	Iteration 34Q: 3 clusters Score -3066758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3066756.250000 Penalty: 5056.423340
	Iteration 35Q: 3 clusters Score -3066756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3066765.500000 Penalty: 5056.423340
	Iteration 36Q: 3 clusters Score -3066766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3066766.750000 Penalty: 5056.423340
	Iteration 37Q: 3 clusters Score -3066767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3066761.000000 Penalty: 5056.423340
	Iteration 38Q: 3 clusters Score -3066761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3066763.250000 Penalty: 5056.423340
	Iteration 39Q: 3 clusters Score -3066763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3066757.500000 Penalty: 5056.423340
	Iteration 40F: 3 clusters Score -3066758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3066760.750000 Penalty: 5056.423340
	Iteration 41Q: 3 clusters Score -3066761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3066761.000000 Penalty: 5056.423340
	Iteration 42Q: 3 clusters Score -3066761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3066767.750000 Penalty: 5056.423340
	Iteration 43Q: 3 clusters Score -3066768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3066762.000000 Penalty: 5056.423340
	Iteration 44Q: 3 clusters Score -3066762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3066769.500000 Penalty: 5056.423340
	Iteration 45Q: 3 clusters Score -3066770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3066767.750000 Penalty: 5056.423340
	Iteration 46Q: 3 clusters Score -3066768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3066770.500000 Penalty: 5056.423340
	Iteration 47Q: 3 clusters Score -3066770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3066770.250000 Penalty: 5056.423340
	Iteration 48Q: 3 clusters Score -3066770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3066775.250000 Penalty: 5056.423340
	Iteration 49Q: 3 clusters Score -3066775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3066768.250000 Penalty: 5056.423340
	Iteration 50Q: 3 clusters Score -3066768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3066768.250000 Penalty: 5056.423340
	Iteration 51F: 3 clusters Score -3066768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -434273.281250 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -434273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -430638.250000 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -430638.2 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -433546.406250 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -433546.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -435373.156250 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -435373.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -436351.937500 Penalty: 4097.204590
	Iteration 3F: 3 clusters Score -436351.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -436682.375000 Penalty: 4097.204590
	Iteration 4F: 3 clusters Score -436682.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -436774.781250 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -436774.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -436807.187500 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -436807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -436821.500000 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -436821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -436830.656250 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -436830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -436831.656250 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -436831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -436833.125000 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -436833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -436833.125000 Penalty: 4097.204590
	Iteration 11F: 3 clusters Score -436833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 32697 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 82401 members 
Mstep: Class 21 contains 17648 members 
Entering Unmasked Estep 
Score: -114528344.000000 Penalty: 65178.628906
Splitting cluster 13 changes total score from -114525304.000000 to -114528344.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (32697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Entering Unmasked Estep 
Score: -3646755.500000 Penalty: 2577.969482
	Iteration 0F: 2 clusters Score -3646756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3624495.500000 Penalty: 5155.938965
	Iteration 0F: 3 clusters Score -3624496 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3632520.750000 Penalty: 5155.938965
	Iteration 1F: 3 clusters Score -3632521 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3633143.000000 Penalty: 5155.938965
	Iteration 2Q: 3 clusters Score -3633143 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3633949.000000 Penalty: 5155.938965
	Iteration 3Q: 3 clusters Score -3633949 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3635055.500000 Penalty: 5155.938965
	Iteration 4Q: 3 clusters Score -3635056 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3636213.250000 Penalty: 5155.938965
	Iteration 5F: 3 clusters Score -3636213 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3637512.500000 Penalty: 5155.938965
	Iteration 6F: 3 clusters Score -3637512 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3639002.000000 Penalty: 5155.938965
	Iteration 7F: 3 clusters Score -3639002 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3640415.250000 Penalty: 5155.938965
	Iteration 8F: 3 clusters Score -3640415 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3641576.500000 Penalty: 5155.938965
	Iteration 9F: 3 clusters Score -3641576 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3642328.750000 Penalty: 5155.938965
	Iteration 10F: 3 clusters Score -3642329 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3642876.250000 Penalty: 5155.938965
	Iteration 11Q: 3 clusters Score -3642876 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3643282.500000 Penalty: 5155.938965
	Iteration 12Q: 3 clusters Score -3643282 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3643680.000000 Penalty: 5155.938965
	Iteration 13Q: 3 clusters Score -3643680 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3644061.250000 Penalty: 5155.938965
	Iteration 14Q: 3 clusters Score -3644061 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3644471.750000 Penalty: 5155.938965
	Iteration 15Q: 3 clusters Score -3644472 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3644855.500000 Penalty: 5155.938965
	Iteration 16Q: 3 clusters Score -3644856 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3645227.000000 Penalty: 5155.938965
	Iteration 17Q: 3 clusters Score -3645227 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3645571.750000 Penalty: 5155.938965
	Iteration 18Q: 3 clusters Score -3645572 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3645900.250000 Penalty: 5155.938965
	Iteration 19Q: 3 clusters Score -3645900 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3646174.000000 Penalty: 5155.938965
	Iteration 20F: 3 clusters Score -3646174 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3646428.000000 Penalty: 5155.938965
	Iteration 21Q: 3 clusters Score -3646428 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3646642.250000 Penalty: 5155.938965
	Iteration 22Q: 3 clusters Score -3646642 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3646821.750000 Penalty: 5155.938965
	Iteration 23Q: 3 clusters Score -3646822 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3647015.750000 Penalty: 5155.938965
	Iteration 24Q: 3 clusters Score -3647016 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3647226.250000 Penalty: 5155.938965
	Iteration 25Q: 3 clusters Score -3647226 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3647366.750000 Penalty: 5155.938965
	Iteration 26Q: 3 clusters Score -3647367 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3647456.250000 Penalty: 5155.938965
	Iteration 27Q: 3 clusters Score -3647456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3647493.250000 Penalty: 5155.938965
	Iteration 28Q: 3 clusters Score -3647493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3647514.000000 Penalty: 5155.938965
	Iteration 29Q: 3 clusters Score -3647514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3647518.750000 Penalty: 5155.938965
	Iteration 30Q: 3 clusters Score -3647519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3647524.500000 Penalty: 5155.938965
	Iteration 31Q: 3 clusters Score -3647524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3647534.000000 Penalty: 5155.938965
	Iteration 32Q: 3 clusters Score -3647534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3647540.750000 Penalty: 5155.938965
	Iteration 33Q: 3 clusters Score -3647541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3647548.750000 Penalty: 5155.938965
	Iteration 34Q: 3 clusters Score -3647549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3647549.750000 Penalty: 5155.938965
	Iteration 35Q: 3 clusters Score -3647550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3647555.750000 Penalty: 5155.938965
	Iteration 36Q: 3 clusters Score -3647556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3647561.250000 Penalty: 5155.938965
	Iteration 37Q: 3 clusters Score -3647561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3647557.250000 Penalty: 5155.938965
	Iteration 38Q: 3 clusters Score -3647557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3647555.500000 Penalty: 5155.938965
	Iteration 39Q: 3 clusters Score -3647556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3647558.750000 Penalty: 5155.938965
	Iteration 40F: 3 clusters Score -3647559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3647555.500000 Penalty: 5155.938965
	Iteration 41Q: 3 clusters Score -3647556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3647557.750000 Penalty: 5155.938965
	Iteration 42Q: 3 clusters Score -3647558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3647555.500000 Penalty: 5155.938965
	Iteration 43Q: 3 clusters Score -3647556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3647556.000000 Penalty: 5155.938965
	Iteration 44Q: 3 clusters Score -3647556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3647556.000000 Penalty: 5155.938965
	Iteration 45F: 3 clusters Score -3647556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 30622 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 20 contains 82401 members 
Mstep: Class 21 contains 17648 members 
Entering Unmasked Estep 
Score: -114528072.000000 Penalty: 68609.085938
Splitting cluster 14 changes total score from -114525304.000000 to -114528072.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (314290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314290 members 
Entering Unmasked Estep 
Score: -35939940.000000 Penalty: 3139.201660
	Iteration 0F: 2 clusters Score -3.593994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -35743456.000000 Penalty: 6278.403320
	Iteration 0F: 3 clusters Score -3.574346e+07 nChanged 152446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -35833896.000000 Penalty: 6278.403320
	Iteration 1F: 3 clusters Score -3.58339e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 154592 members 
Entering Unmasked Estep 
Score: -35834936.000000 Penalty: 6278.403320
	Iteration 2Q: 3 clusters Score -3.583494e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -35836492.000000 Penalty: 6278.403320
	Iteration 3Q: 3 clusters Score -3.583649e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -35838332.000000 Penalty: 6278.403320
	Iteration 4Q: 3 clusters Score -3.583833e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -35840504.000000 Penalty: 6278.403320
	Iteration 5Q: 3 clusters Score -3.58405e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -35843832.000000 Penalty: 6278.403320
	Iteration 6Q: 3 clusters Score -3.584383e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177420 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -35848952.000000 Penalty: 6278.403320
	Iteration 7Q: 3 clusters Score -3.584895e+07 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186837 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -35855452.000000 Penalty: 6278.403320
	Iteration 8Q: 3 clusters Score -3.585545e+07 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199172 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -35863964.000000 Penalty: 6278.403320
	Iteration 9Q: 3 clusters Score -3.586396e+07 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214258 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -35874696.000000 Penalty: 6278.403320
	Iteration 10F: 3 clusters Score -3.58747e+07 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231376 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -35887068.000000 Penalty: 6278.403320
	Iteration 11F: 3 clusters Score -3.588707e+07 nChanged 18370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248942 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -35900220.000000 Penalty: 6278.403320
	Iteration 12F: 3 clusters Score -3.590022e+07 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265300 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -35911600.000000 Penalty: 6278.403320
	Iteration 13F: 3 clusters Score -3.59116e+07 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279260 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -35920876.000000 Penalty: 6278.403320
	Iteration 14Q: 3 clusters Score -3.592088e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290267 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -35928336.000000 Penalty: 6278.403320
	Iteration 15Q: 3 clusters Score -3.592834e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298620 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -35932640.000000 Penalty: 6278.403320
	Iteration 16Q: 3 clusters Score -3.593264e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304428 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -35934596.000000 Penalty: 6278.403320
	Iteration 17Q: 3 clusters Score -3.59346e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308113 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -35935852.000000 Penalty: 6278.403320
	Iteration 18Q: 3 clusters Score -3.593585e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310287 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -35936656.000000 Penalty: 6278.403320
	Iteration 19Q: 3 clusters Score -3.593666e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311523 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -35937136.000000 Penalty: 6278.403320
	Iteration 20F: 3 clusters Score -3.593714e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312206 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -35937388.000000 Penalty: 6278.403320
	Iteration 21Q: 3 clusters Score -3.593739e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312606 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -35937540.000000 Penalty: 6278.403320
	Iteration 22Q: 3 clusters Score -3.593754e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312869 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -35937576.000000 Penalty: 6278.403320
	Iteration 23Q: 3 clusters Score -3.593758e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313021 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -35937612.000000 Penalty: 6278.403320
	Iteration 24Q: 3 clusters Score -3.593761e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313124 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -35937592.000000 Penalty: 6278.403320
	Iteration 25Q: 3 clusters Score -3.593759e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313201 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -35937576.000000 Penalty: 6278.403320
	Iteration 26Q: 3 clusters Score -3.593758e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313266 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -35937600.000000 Penalty: 6278.403320
	Iteration 27Q: 3 clusters Score -3.59376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313324 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -35937596.000000 Penalty: 6278.403320
	Iteration 28Q: 3 clusters Score -3.59376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -35937612.000000 Penalty: 6278.403320
	Iteration 29Q: 3 clusters Score -3.593761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313386 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -35937636.000000 Penalty: 6278.403320
	Iteration 30Q: 3 clusters Score -3.593764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313403 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35937636.000000 Penalty: 6278.403320
	Iteration 31Q: 3 clusters Score -3.593764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313414 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -35937652.000000 Penalty: 6278.403320
	Iteration 32Q: 3 clusters Score -3.593765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313427 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -35937672.000000 Penalty: 6278.403320
	Iteration 33Q: 3 clusters Score -3.593767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313447 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -35937680.000000 Penalty: 6278.403320
	Iteration 34Q: 3 clusters Score -3.593768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313462 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -35937680.000000 Penalty: 6278.403320
	Iteration 35Q: 3 clusters Score -3.593768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313475 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -35937680.000000 Penalty: 6278.403320
	Iteration 36Q: 3 clusters Score -3.593768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313484 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -35937656.000000 Penalty: 6278.403320
	Iteration 37Q: 3 clusters Score -3.593766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -35937688.000000 Penalty: 6278.403320
	Iteration 38Q: 3 clusters Score -3.593769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313484 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -35937676.000000 Penalty: 6278.403320
	Iteration 39Q: 3 clusters Score -3.593768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 40F: 3 clusters Score -3.593768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313489 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -35937676.000000 Penalty: 6278.403320
	Iteration 41Q: 3 clusters Score -3.593768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 42Q: 3 clusters Score -3.593768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -35937692.000000 Penalty: 6278.403320
	Iteration 43Q: 3 clusters Score -3.593769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313498 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -35937688.000000 Penalty: 6278.403320
	Iteration 44Q: 3 clusters Score -3.593769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313500 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 45Q: 3 clusters Score -3.593768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313504 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -35937676.000000 Penalty: 6278.403320
	Iteration 46Q: 3 clusters Score -3.593768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313506 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 47Q: 3 clusters Score -3.593768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313508 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -35937680.000000 Penalty: 6278.403320
	Iteration 48Q: 3 clusters Score -3.593768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313511 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35937676.000000 Penalty: 6278.403320
	Iteration 49Q: 3 clusters Score -3.593768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313517 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -35937652.000000 Penalty: 6278.403320
	Iteration 50Q: 3 clusters Score -3.593765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313516 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -35937664.000000 Penalty: 6278.403320
	Iteration 51Q: 3 clusters Score -3.593766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313518 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -35937668.000000 Penalty: 6278.403320
	Iteration 52Q: 3 clusters Score -3.593767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313512 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -35937672.000000 Penalty: 6278.403320
	Iteration 53Q: 3 clusters Score -3.593767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313511 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 54Q: 3 clusters Score -3.593768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313512 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 55Q: 3 clusters Score -3.593768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313512 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -35937684.000000 Penalty: 6278.403320
	Iteration 56F: 3 clusters Score -3.593768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -301865.031250 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -301865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -298844.531250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -298844.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -299451.781250 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -299451.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -299631.031250 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -299631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -299718.156250 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -299718.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -299771.218750 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -299771.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -299801.843750 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -299801.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -299828.437500 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -299828.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -299843.468750 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -299843.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -299857.375000 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -299857.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -299869.343750 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -299869.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -299879.406250 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -299879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -299886.375000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -299886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -299892.906250 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -299892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -299900.718750 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -299900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299903.187500 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -299903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -299904.187500 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -299904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -299906.500000 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -299906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -299907.968750 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -299908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -299909.406250 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -299909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299910.656250 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -299910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -299912.218750 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -299912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299912.562500 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -299912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299912.562500 Penalty: 3896.350098
	Iteration 22F: 3 clusters Score -299912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (123792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Entering Unmasked Estep 
Score: -14319741.000000 Penalty: 2908.136963
	Iteration 0F: 2 clusters Score -1.431974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -14236665.000000 Penalty: 5816.273926
	Iteration 0F: 3 clusters Score -1.423666e+07 nChanged 58907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -14271000.000000 Penalty: 5816.273926
	Iteration 1F: 3 clusters Score -1.4271e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -14272052.000000 Penalty: 5816.273926
	Iteration 2Q: 3 clusters Score -1.427205e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -14273527.000000 Penalty: 5816.273926
	Iteration 3Q: 3 clusters Score -1.427353e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -14275320.000000 Penalty: 5816.273926
	Iteration 4Q: 3 clusters Score -1.427532e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -14277451.000000 Penalty: 5816.273926
	Iteration 5Q: 3 clusters Score -1.427745e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -14279935.000000 Penalty: 5816.273926
	Iteration 6Q: 3 clusters Score -1.427994e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -14283070.000000 Penalty: 5816.273926
	Iteration 7Q: 3 clusters Score -1.428307e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -14286993.000000 Penalty: 5816.273926
	Iteration 8F: 3 clusters Score -1.428699e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -14291680.000000 Penalty: 5816.273926
	Iteration 9F: 3 clusters Score -1.429168e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -14296884.000000 Penalty: 5816.273926
	Iteration 10F: 3 clusters Score -1.429688e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -14301173.000000 Penalty: 5816.273926
	Iteration 11F: 3 clusters Score -1.430117e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -14303437.000000 Penalty: 5816.273926
	Iteration 12Q: 3 clusters Score -1.430344e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -14304433.000000 Penalty: 5816.273926
	Iteration 13Q: 3 clusters Score -1.430443e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -14304998.000000 Penalty: 5816.273926
	Iteration 14Q: 3 clusters Score -1.4305e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -14305580.000000 Penalty: 5816.273926
	Iteration 15Q: 3 clusters Score -1.430558e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -14306251.000000 Penalty: 5816.273926
	Iteration 16Q: 3 clusters Score -1.430625e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -14306903.000000 Penalty: 5816.273926
	Iteration 17Q: 3 clusters Score -1.43069e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -14307594.000000 Penalty: 5816.273926
	Iteration 18Q: 3 clusters Score -1.430759e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -14308286.000000 Penalty: 5816.273926
	Iteration 19Q: 3 clusters Score -1.430829e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -14309086.000000 Penalty: 5816.273926
	Iteration 20F: 3 clusters Score -1.430909e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -14309817.000000 Penalty: 5816.273926
	Iteration 21Q: 3 clusters Score -1.430982e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -14310727.000000 Penalty: 5816.273926
	Iteration 22Q: 3 clusters Score -1.431073e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -14311609.000000 Penalty: 5816.273926
	Iteration 23Q: 3 clusters Score -1.431161e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -14312362.000000 Penalty: 5816.273926
	Iteration 24Q: 3 clusters Score -1.431236e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -14313204.000000 Penalty: 5816.273926
	Iteration 25Q: 3 clusters Score -1.43132e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -14314029.000000 Penalty: 5816.273926
	Iteration 26Q: 3 clusters Score -1.431403e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -14314844.000000 Penalty: 5816.273926
	Iteration 27Q: 3 clusters Score -1.431484e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -14315501.000000 Penalty: 5816.273926
	Iteration 28Q: 3 clusters Score -1.43155e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -14316009.000000 Penalty: 5816.273926
	Iteration 29Q: 3 clusters Score -1.431601e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -14316443.000000 Penalty: 5816.273926
	Iteration 30Q: 3 clusters Score -1.431644e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -14316757.000000 Penalty: 5816.273926
	Iteration 31Q: 3 clusters Score -1.431676e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -14317085.000000 Penalty: 5816.273926
	Iteration 32Q: 3 clusters Score -1.431708e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -14317263.000000 Penalty: 5816.273926
	Iteration 33Q: 3 clusters Score -1.431726e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -14317452.000000 Penalty: 5816.273926
	Iteration 34Q: 3 clusters Score -1.431745e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -14317613.000000 Penalty: 5816.273926
	Iteration 35Q: 3 clusters Score -1.431761e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -14317713.000000 Penalty: 5816.273926
	Iteration 36Q: 3 clusters Score -1.431771e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -14317834.000000 Penalty: 5816.273926
	Iteration 37Q: 3 clusters Score -1.431783e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -14317880.000000 Penalty: 5816.273926
	Iteration 38Q: 3 clusters Score -1.431788e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -14317947.000000 Penalty: 5816.273926
	Iteration 39Q: 3 clusters Score -1.431795e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -14317997.000000 Penalty: 5816.273926
	Iteration 40F: 3 clusters Score -1.4318e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -14318014.000000 Penalty: 5816.273926
	Iteration 41Q: 3 clusters Score -1.431801e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 102744 members 
Entering Unmasked Estep 
Score: -14318044.000000 Penalty: 5816.273926
	Iteration 42Q: 3 clusters Score -1.431804e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -14318101.000000 Penalty: 5816.273926
	Iteration 43Q: 3 clusters Score -1.43181e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 103341 members 
Entering Unmasked Estep 
Score: -14318109.000000 Penalty: 5816.273926
	Iteration 44Q: 3 clusters Score -1.431811e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -14318139.000000 Penalty: 5816.273926
	Iteration 45Q: 3 clusters Score -1.431814e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -14318153.000000 Penalty: 5816.273926
	Iteration 46Q: 3 clusters Score -1.431815e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -14318172.000000 Penalty: 5816.273926
	Iteration 47Q: 3 clusters Score -1.431817e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -14318139.000000 Penalty: 5816.273926
	Iteration 48Q: 3 clusters Score -1.431814e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -14318161.000000 Penalty: 5816.273926
	Iteration 49Q: 3 clusters Score -1.431816e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -14318172.000000 Penalty: 5816.273926
	Iteration 50Q: 3 clusters Score -1.431817e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 104912 members 
Entering Unmasked Estep 
Score: -14318170.000000 Penalty: 5816.273926
	Iteration 51Q: 3 clusters Score -1.431817e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -14318200.000000 Penalty: 5816.273926
	Iteration 52Q: 3 clusters Score -1.43182e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -14318236.000000 Penalty: 5816.273926
	Iteration 53Q: 3 clusters Score -1.431824e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -14318260.000000 Penalty: 5816.273926
	Iteration 54Q: 3 clusters Score -1.431826e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -14318241.000000 Penalty: 5816.273926
	Iteration 55Q: 3 clusters Score -1.431824e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -14318251.000000 Penalty: 5816.273926
	Iteration 56Q: 3 clusters Score -1.431825e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -14318288.000000 Penalty: 5816.273926
	Iteration 57Q: 3 clusters Score -1.431829e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -14318294.000000 Penalty: 5816.273926
	Iteration 58Q: 3 clusters Score -1.431829e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 105880 members 
Entering Unmasked Estep 
Score: -14318276.000000 Penalty: 5816.273926
	Iteration 59Q: 3 clusters Score -1.431828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -14318278.000000 Penalty: 5816.273926
	Iteration 60F: 3 clusters Score -1.431828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 105996 members 
Entering Unmasked Estep 
Score: -14318261.000000 Penalty: 5816.273926
	Iteration 61Q: 3 clusters Score -1.431826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -14318292.000000 Penalty: 5816.273926
	Iteration 62Q: 3 clusters Score -1.431829e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -14318296.000000 Penalty: 5816.273926
	Iteration 63Q: 3 clusters Score -1.43183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -14318286.000000 Penalty: 5816.273926
	Iteration 64Q: 3 clusters Score -1.431829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -14318286.000000 Penalty: 5816.273926
	Iteration 65Q: 3 clusters Score -1.431829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -14318274.000000 Penalty: 5816.273926
	Iteration 66Q: 3 clusters Score -1.431827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 106199 members 
Entering Unmasked Estep 
Score: -14318259.000000 Penalty: 5816.273926
	Iteration 67Q: 3 clusters Score -1.431826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -14318267.000000 Penalty: 5816.273926
	Iteration 68Q: 3 clusters Score -1.431827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -14318279.000000 Penalty: 5816.273926
	Iteration 69Q: 3 clusters Score -1.431828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -14318273.000000 Penalty: 5816.273926
	Iteration 70Q: 3 clusters Score -1.431827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -14318287.000000 Penalty: 5816.273926
	Iteration 71Q: 3 clusters Score -1.431829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -14318272.000000 Penalty: 5816.273926
	Iteration 72Q: 3 clusters Score -1.431827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -14318276.000000 Penalty: 5816.273926
	Iteration 73Q: 3 clusters Score -1.431828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -14318268.000000 Penalty: 5816.273926
	Iteration 74Q: 3 clusters Score -1.431827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -14318280.000000 Penalty: 5816.273926
	Iteration 75Q: 3 clusters Score -1.431828e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -14318270.000000 Penalty: 5816.273926
	Iteration 76Q: 3 clusters Score -1.431827e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -14318279.000000 Penalty: 5816.273926
	Iteration 77Q: 3 clusters Score -1.431828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -14318286.000000 Penalty: 5816.273926
	Iteration 78Q: 3 clusters Score -1.431829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -14318300.000000 Penalty: 5816.273926
	Iteration 79Q: 3 clusters Score -1.43183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 106550 members 
Entering Unmasked Estep 
Score: -14318299.000000 Penalty: 5816.273926
	Iteration 80F: 3 clusters Score -1.43183e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -14318295.000000 Penalty: 5816.273926
	Iteration 81Q: 3 clusters Score -1.43183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -14318286.000000 Penalty: 5816.273926
	Iteration 82Q: 3 clusters Score -1.431829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 106637 members 
Entering Unmasked Estep 
Score: -14318292.000000 Penalty: 5816.273926
	Iteration 83Q: 3 clusters Score -1.431829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -14318307.000000 Penalty: 5816.273926
	Iteration 84Q: 3 clusters Score -1.431831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -14318301.000000 Penalty: 5816.273926
	Iteration 85Q: 3 clusters Score -1.43183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -14318304.000000 Penalty: 5816.273926
	Iteration 86Q: 3 clusters Score -1.43183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -14318291.000000 Penalty: 5816.273926
	Iteration 87Q: 3 clusters Score -1.431829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -14318294.000000 Penalty: 5816.273926
	Iteration 88Q: 3 clusters Score -1.431829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -14318281.000000 Penalty: 5816.273926
	Iteration 89Q: 3 clusters Score -1.431828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -14318291.000000 Penalty: 5816.273926
	Iteration 90Q: 3 clusters Score -1.431829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -14318298.000000 Penalty: 5816.273926
	Iteration 91Q: 3 clusters Score -1.43183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -14318300.000000 Penalty: 5816.273926
	Iteration 92Q: 3 clusters Score -1.43183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -14318292.000000 Penalty: 5816.273926
	Iteration 93Q: 3 clusters Score -1.431829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -14318294.000000 Penalty: 5816.273926
	Iteration 94Q: 3 clusters Score -1.431829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -14318300.000000 Penalty: 5816.273926
	Iteration 95Q: 3 clusters Score -1.43183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -14318303.000000 Penalty: 5816.273926
	Iteration 96Q: 3 clusters Score -1.43183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -14318300.000000 Penalty: 5816.273926
	Iteration 97Q: 3 clusters Score -1.43183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -14318315.000000 Penalty: 5816.273926
	Iteration 98Q: 3 clusters Score -1.431832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -14318319.000000 Penalty: 5816.273926
	Iteration 99Q: 3 clusters Score -1.431832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 106825 members 
Entering Unmasked Estep 
Score: -14318320.000000 Penalty: 5816.273926
	Iteration 100F: 3 clusters Score -1.431832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -14318305.000000 Penalty: 5816.273926
	Iteration 101Q: 3 clusters Score -1.43183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -14318308.000000 Penalty: 5816.273926
	Iteration 102Q: 3 clusters Score -1.431831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -14318318.000000 Penalty: 5816.273926
	Iteration 103Q: 3 clusters Score -1.431832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -14318323.000000 Penalty: 5816.273926
	Iteration 104Q: 3 clusters Score -1.431832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
Score: -14318315.000000 Penalty: 5816.273926
	Iteration 105Q: 3 clusters Score -1.431832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 106879 members 
Entering Unmasked Estep 
Score: -14318327.000000 Penalty: 5816.273926
	Iteration 106Q: 3 clusters Score -1.431833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -14318327.000000 Penalty: 5816.273926
	Iteration 107Q: 3 clusters Score -1.431833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -14318320.000000 Penalty: 5816.273926
	Iteration 108Q: 3 clusters Score -1.431832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -14318323.000000 Penalty: 5816.273926
	Iteration 109Q: 3 clusters Score -1.431832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -14318320.000000 Penalty: 5816.273926
	Iteration 110Q: 3 clusters Score -1.431832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
Score: -14318323.000000 Penalty: 5816.273926
	Iteration 111Q: 3 clusters Score -1.431832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -14318331.000000 Penalty: 5816.273926
	Iteration 112Q: 3 clusters Score -1.431833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -14318328.000000 Penalty: 5816.273926
	Iteration 113Q: 3 clusters Score -1.431833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -14318328.000000 Penalty: 5816.273926
	Iteration 114Q: 3 clusters Score -1.431833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -14318318.000000 Penalty: 5816.273926
	Iteration 115Q: 3 clusters Score -1.431832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -14318327.000000 Penalty: 5816.273926
	Iteration 116Q: 3 clusters Score -1.431833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -14318322.000000 Penalty: 5816.273926
	Iteration 117Q: 3 clusters Score -1.431832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -14318318.000000 Penalty: 5816.273926
	Iteration 118Q: 3 clusters Score -1.431832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -14318318.000000 Penalty: 5816.273926
	Iteration 119F: 3 clusters Score -1.431832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -235721.328125 Penalty: 1951.801147
	Iteration 0F: 2 clusters Score -235721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -232982.000000 Penalty: 3903.602295
	Iteration 0F: 3 clusters Score -232982 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -234780.781250 Penalty: 3903.602295
	Iteration 1F: 3 clusters Score -234780.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -236207.437500 Penalty: 3903.602295
	Iteration 2F: 3 clusters Score -236207.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -237541.156250 Penalty: 3903.602295
	Iteration 3F: 3 clusters Score -237541.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -240024.656250 Penalty: 3903.602295
	Iteration 4F: 3 clusters Score -240024.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -240720.390625 Penalty: 3903.602295
	Iteration 5F: 3 clusters Score -240720.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -241075.140625 Penalty: 3903.602295
	Iteration 6Q: 3 clusters Score -241075.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -241307.796875 Penalty: 3903.602295
	Iteration 7Q: 3 clusters Score -241307.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -241617.375000 Penalty: 3903.602295
	Iteration 8Q: 3 clusters Score -241617.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -241861.015625 Penalty: 3903.602295
	Iteration 9Q: 3 clusters Score -241861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -241952.859375 Penalty: 3903.602295
	Iteration 10Q: 3 clusters Score -241952.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -242085.359375 Penalty: 3903.602295
	Iteration 11Q: 3 clusters Score -242085.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -242382.609375 Penalty: 3903.602295
	Iteration 12Q: 3 clusters Score -242382.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -242457.250000 Penalty: 3903.602295
	Iteration 13Q: 3 clusters Score -242457.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -242509.906250 Penalty: 3903.602295
	Iteration 14Q: 3 clusters Score -242509.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -242625.906250 Penalty: 3903.602295
	Iteration 15Q: 3 clusters Score -242625.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -242835.953125 Penalty: 3903.602295
	Iteration 16Q: 3 clusters Score -242836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -243054.640625 Penalty: 3903.602295
	Iteration 17Q: 3 clusters Score -243054.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -243258.156250 Penalty: 3903.602295
	Iteration 18Q: 3 clusters Score -243258.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -243480.031250 Penalty: 3903.602295
	Iteration 19Q: 3 clusters Score -243480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -243794.640625 Penalty: 3903.602295
	Iteration 20F: 3 clusters Score -243794.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -244205.281250 Penalty: 3903.602295
	Iteration 21Q: 3 clusters Score -244205.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -244894.625000 Penalty: 3903.602295
	Iteration 22Q: 3 clusters Score -244894.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -245543.359375 Penalty: 3903.602295
	Iteration 23Q: 3 clusters Score -245543.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -245953.656250 Penalty: 3903.602295
	Iteration 24Q: 3 clusters Score -245953.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -246029.812500 Penalty: 3903.602295
	Iteration 25Q: 3 clusters Score -246029.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -246087.437500 Penalty: 3903.602295
	Iteration 26Q: 3 clusters Score -246087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -246172.093750 Penalty: 3903.602295
	Iteration 27Q: 3 clusters Score -246172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -246247.390625 Penalty: 3903.602295
	Iteration 28Q: 3 clusters Score -246247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -246281.781250 Penalty: 3903.602295
	Iteration 29Q: 3 clusters Score -246281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -246303.265625 Penalty: 3903.602295
	Iteration 30Q: 3 clusters Score -246303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -246307.718750 Penalty: 3903.602295
	Iteration 31Q: 3 clusters Score -246307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -246311.703125 Penalty: 3903.602295
	Iteration 32F: 3 clusters Score -246311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -246312.453125 Penalty: 3903.602295
	Iteration 33Q: 3 clusters Score -246312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -246312.453125 Penalty: 3903.602295
	Iteration 34F: 3 clusters Score -246312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 30622 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 82401 members 
Mstep: Class 21 contains 17648 members 
Entering Unmasked Estep 
Score: -114537160.000000 Penalty: 72039.539062
Splitting cluster 18 changes total score from -114525304.000000 to -114537160.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 20 (82401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Entering Unmasked Estep 
Score: -9569933.000000 Penalty: 2807.199463
	Iteration 0F: 2 clusters Score -9569933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -9514776.000000 Penalty: 5614.398926
	Iteration 0F: 3 clusters Score -9514776 nChanged 38815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -9537058.000000 Penalty: 5614.398926
	Iteration 1F: 3 clusters Score -9537058 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -9537825.000000 Penalty: 5614.398926
	Iteration 2Q: 3 clusters Score -9537825 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -9538940.000000 Penalty: 5614.398926
	Iteration 3Q: 3 clusters Score -9538940 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -9540695.000000 Penalty: 5614.398926
	Iteration 4Q: 3 clusters Score -9540695 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9543557.000000 Penalty: 5614.398926
	Iteration 5F: 3 clusters Score -9543557 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -9548282.000000 Penalty: 5614.398926
	Iteration 6F: 3 clusters Score -9548282 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -9554454.000000 Penalty: 5614.398926
	Iteration 7F: 3 clusters Score -9554454 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -9561150.000000 Penalty: 5614.398926
	Iteration 8F: 3 clusters Score -9561150 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -9566943.000000 Penalty: 5614.398926
	Iteration 9F: 3 clusters Score -9566943 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -9570687.000000 Penalty: 5614.398926
	Iteration 10Q: 3 clusters Score -9570687 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -9572475.000000 Penalty: 5614.398926
	Iteration 11Q: 3 clusters Score -9572475 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -9573174.000000 Penalty: 5614.398926
	Iteration 12Q: 3 clusters Score -9573174 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -9573512.000000 Penalty: 5614.398926
	Iteration 13Q: 3 clusters Score -9573512 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -9573663.000000 Penalty: 5614.398926
	Iteration 14Q: 3 clusters Score -9573663 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -9573708.000000 Penalty: 5614.398926
	Iteration 15Q: 3 clusters Score -9573708 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -9573759.000000 Penalty: 5614.398926
	Iteration 16Q: 3 clusters Score -9573759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -9573802.000000 Penalty: 5614.398926
	Iteration 17Q: 3 clusters Score -9573802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -9573818.000000 Penalty: 5614.398926
	Iteration 18Q: 3 clusters Score -9573818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -9573845.000000 Penalty: 5614.398926
	Iteration 19Q: 3 clusters Score -9573845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -9573856.000000 Penalty: 5614.398926
	Iteration 20F: 3 clusters Score -9573856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -9573885.000000 Penalty: 5614.398926
	Iteration 21Q: 3 clusters Score -9573885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -9573902.000000 Penalty: 5614.398926
	Iteration 22Q: 3 clusters Score -9573902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -9573884.000000 Penalty: 5614.398926
	Iteration 23Q: 3 clusters Score -9573884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -9573889.000000 Penalty: 5614.398926
	Iteration 24Q: 3 clusters Score -9573889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -9573890.000000 Penalty: 5614.398926
	Iteration 25Q: 3 clusters Score -9573890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -9573889.000000 Penalty: 5614.398926
	Iteration 26Q: 3 clusters Score -9573889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -9573900.000000 Penalty: 5614.398926
	Iteration 27Q: 3 clusters Score -9573900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9573890.000000 Penalty: 5614.398926
	Iteration 28Q: 3 clusters Score -9573890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -9573882.000000 Penalty: 5614.398926
	Iteration 29Q: 3 clusters Score -9573882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -9573893.000000 Penalty: 5614.398926
	Iteration 30Q: 3 clusters Score -9573893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -9573888.000000 Penalty: 5614.398926
	Iteration 31Q: 3 clusters Score -9573888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -9573890.000000 Penalty: 5614.398926
	Iteration 32Q: 3 clusters Score -9573890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -9573893.000000 Penalty: 5614.398926
	Iteration 33Q: 3 clusters Score -9573893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9573893.000000 Penalty: 5614.398926
	Iteration 34Q: 3 clusters Score -9573893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -9573890.000000 Penalty: 5614.398926
	Iteration 35Q: 3 clusters Score -9573890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -9573893.000000 Penalty: 5614.398926
	Iteration 36Q: 3 clusters Score -9573893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -9573888.000000 Penalty: 5614.398926
	Iteration 37Q: 3 clusters Score -9573888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -9573887.000000 Penalty: 5614.398926
	Iteration 38Q: 3 clusters Score -9573887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -9573896.000000 Penalty: 5614.398926
	Iteration 39Q: 3 clusters Score -9573896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -9573897.000000 Penalty: 5614.398926
	Iteration 40F: 3 clusters Score -9573897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 101409 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 30622 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 17648 members 
Mstep: Class 22 contains 70164 members 
Entering Unmasked Estep 
Score: -114540624.000000 Penalty: 75469.992188
Splitting cluster 20 changes total score from -114525304.000000 to -114540624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (17648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Entering Unmasked Estep 
Score: -2068670.875000 Penalty: 2425.037598
	Iteration 0F: 2 clusters Score -2068671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2056143.500000 Penalty: 4850.075195
	Iteration 0F: 3 clusters Score -2056144 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2060174.625000 Penalty: 4850.075195
	Iteration 1F: 3 clusters Score -2060175 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2060517.750000 Penalty: 4850.075195
	Iteration 2F: 3 clusters Score -2060518 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2060794.375000 Penalty: 4850.075195
	Iteration 3Q: 3 clusters Score -2060794 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2061064.625000 Penalty: 4850.075195
	Iteration 4Q: 3 clusters Score -2061065 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2061338.500000 Penalty: 4850.075195
	Iteration 5Q: 3 clusters Score -2061338 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2061657.000000 Penalty: 4850.075195
	Iteration 6Q: 3 clusters Score -2061657 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2061990.625000 Penalty: 4850.075195
	Iteration 7Q: 3 clusters Score -2061991 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2062367.750000 Penalty: 4850.075195
	Iteration 8Q: 3 clusters Score -2062368 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2062735.500000 Penalty: 4850.075195
	Iteration 9Q: 3 clusters Score -2062736 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2063073.875000 Penalty: 4850.075195
	Iteration 10Q: 3 clusters Score -2063074 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2063410.875000 Penalty: 4850.075195
	Iteration 11Q: 3 clusters Score -2063411 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2063759.750000 Penalty: 4850.075195
	Iteration 12Q: 3 clusters Score -2063760 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2064110.375000 Penalty: 4850.075195
	Iteration 13Q: 3 clusters Score -2064110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2064397.125000 Penalty: 4850.075195
	Iteration 14Q: 3 clusters Score -2064397 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2064645.625000 Penalty: 4850.075195
	Iteration 15Q: 3 clusters Score -2064646 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2064850.125000 Penalty: 4850.075195
	Iteration 16Q: 3 clusters Score -2064850 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2065030.750000 Penalty: 4850.075195
	Iteration 17Q: 3 clusters Score -2065031 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2065196.250000 Penalty: 4850.075195
	Iteration 18Q: 3 clusters Score -2065196 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2065347.500000 Penalty: 4850.075195
	Iteration 19Q: 3 clusters Score -2065348 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2065505.375000 Penalty: 4850.075195
	Iteration 20F: 3 clusters Score -2065505 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2065634.375000 Penalty: 4850.075195
	Iteration 21Q: 3 clusters Score -2065634 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2065726.500000 Penalty: 4850.075195
	Iteration 22Q: 3 clusters Score -2065726 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2065809.500000 Penalty: 4850.075195
	Iteration 23Q: 3 clusters Score -2065810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2065870.500000 Penalty: 4850.075195
	Iteration 24Q: 3 clusters Score -2065870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2065937.875000 Penalty: 4850.075195
	Iteration 25Q: 3 clusters Score -2065938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2065993.625000 Penalty: 4850.075195
	Iteration 26Q: 3 clusters Score -2065994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2066034.000000 Penalty: 4850.075195
	Iteration 27Q: 3 clusters Score -2066034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2066072.500000 Penalty: 4850.075195
	Iteration 28Q: 3 clusters Score -2066072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2066106.000000 Penalty: 4850.075195
	Iteration 29Q: 3 clusters Score -2066106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2066138.250000 Penalty: 4850.075195
	Iteration 30Q: 3 clusters Score -2066138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2066170.000000 Penalty: 4850.075195
	Iteration 31Q: 3 clusters Score -2066170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2066190.750000 Penalty: 4850.075195
	Iteration 32Q: 3 clusters Score -2066191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2066225.375000 Penalty: 4850.075195
	Iteration 33Q: 3 clusters Score -2066225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2066251.875000 Penalty: 4850.075195
	Iteration 34Q: 3 clusters Score -2066252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2066279.500000 Penalty: 4850.075195
	Iteration 35Q: 3 clusters Score -2066280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2066296.250000 Penalty: 4850.075195
	Iteration 36Q: 3 clusters Score -2066296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2066317.000000 Penalty: 4850.075195
	Iteration 37Q: 3 clusters Score -2066317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2066340.500000 Penalty: 4850.075195
	Iteration 38Q: 3 clusters Score -2066340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2066365.625000 Penalty: 4850.075195
	Iteration 39Q: 3 clusters Score -2066366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2066384.125000 Penalty: 4850.075195
	Iteration 40F: 3 clusters Score -2066384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2066401.375000 Penalty: 4850.075195
	Iteration 41Q: 3 clusters Score -2066401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2066409.750000 Penalty: 4850.075195
	Iteration 42Q: 3 clusters Score -2066410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2066424.375000 Penalty: 4850.075195
	Iteration 43Q: 3 clusters Score -2066424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2066429.875000 Penalty: 4850.075195
	Iteration 44Q: 3 clusters Score -2066430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2066438.500000 Penalty: 4850.075195
	Iteration 45Q: 3 clusters Score -2066438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2066446.000000 Penalty: 4850.075195
	Iteration 46Q: 3 clusters Score -2066446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2066452.250000 Penalty: 4850.075195
	Iteration 47Q: 3 clusters Score -2066452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2066455.875000 Penalty: 4850.075195
	Iteration 48Q: 3 clusters Score -2066456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2066462.250000 Penalty: 4850.075195
	Iteration 49Q: 3 clusters Score -2066462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2066465.000000 Penalty: 4850.075195
	Iteration 50Q: 3 clusters Score -2066465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2066468.375000 Penalty: 4850.075195
	Iteration 51Q: 3 clusters Score -2066468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2066468.125000 Penalty: 4850.075195
	Iteration 52Q: 3 clusters Score -2066468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2066470.250000 Penalty: 4850.075195
	Iteration 53Q: 3 clusters Score -2066470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2066475.750000 Penalty: 4850.075195
	Iteration 54Q: 3 clusters Score -2066476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2066480.250000 Penalty: 4850.075195
	Iteration 55Q: 3 clusters Score -2066480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2066485.750000 Penalty: 4850.075195
	Iteration 56Q: 3 clusters Score -2066486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2066488.500000 Penalty: 4850.075195
	Iteration 57Q: 3 clusters Score -2066488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2066489.250000 Penalty: 4850.075195
	Iteration 58Q: 3 clusters Score -2066489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2066492.750000 Penalty: 4850.075195
	Iteration 59Q: 3 clusters Score -2066493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2066492.625000 Penalty: 4850.075195
	Iteration 60F: 3 clusters Score -2066493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2066493.375000 Penalty: 4850.075195
	Iteration 61Q: 3 clusters Score -2066493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2066496.000000 Penalty: 4850.075195
	Iteration 62Q: 3 clusters Score -2066496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2066496.000000 Penalty: 4850.075195
	Iteration 63Q: 3 clusters Score -2066496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2066495.125000 Penalty: 4850.075195
	Iteration 64Q: 3 clusters Score -2066495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2066495.500000 Penalty: 4850.075195
	Iteration 65Q: 3 clusters Score -2066496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2066495.500000 Penalty: 4850.075195
	Iteration 66F: 3 clusters Score -2066496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 7 contains 166355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 35521 members 
Mstep: Class 12 contains 26753 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 30622 members 
Mstep: Class 15 contains 314290 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 123792 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 17648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114547784.000000 Penalty: 75469.992188
Iteration 39Q: 23 clusters Score -1.145478e+08 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 1205 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 100566 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 6428 members 
Mstep: Class 5 contains 52797 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 7 contains 166860 members 
Mstep: Class 8 contains 22776 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 35708 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 26738 members 
Mstep: Class 13 contains 229 members 
Mstep: Class 14 contains 31332 members 
Mstep: Class 15 contains 313798 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 124744 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 17720 members 
Mstep: Class 22 contains 67038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114552208.000000 Penalty: 75469.992188
Iteration 40F: 23 clusters Score -1.145522e+08 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1188 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 100292 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 52931 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 7 contains 166982 members 
Mstep: Class 8 contains 22856 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 35785 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 26657 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 31759 members 
Mstep: Class 15 contains 312387 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 125372 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 17704 members 
Mstep: Class 22 contains 66459 members 
Entering Unmasked Estep 
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Score: -114555216.000000 Penalty: 75469.992188
Iteration 41Q: 23 clusters Score -1.145552e+08 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 100125 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 6258 members 
Mstep: Class 5 contains 53041 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 166892 members 
Mstep: Class 8 contains 22986 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 35841 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 12 contains 26579 members 
Mstep: Class 13 contains 232 members 
Mstep: Class 14 contains 31977 members 
Mstep: Class 15 contains 311362 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 17 contains 125900 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 66006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 23 clusters Score -1.145567e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 100042 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 53098 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 166803 members 
Mstep: Class 8 contains 23092 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 35911 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 26514 members 
Mstep: Class 13 contains 235 members 
Mstep: Class 14 contains 32119 members 
Mstep: Class 15 contains 310489 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 126333 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 17690 members 
Mstep: Class 22 contains 65664 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -1.145581e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 99996 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 6121 members 
Mstep: Class 5 contains 53128 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 166712 members 
Mstep: Class 8 contains 23172 members 
Mstep: Class 9 contains 1024 members 
Mstep: Class 10 contains 35957 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 239 members 
Mstep: Class 14 contains 32211 members 
Mstep: Class 15 contains 309733 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 126701 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 17687 members 
Mstep: Class 22 contains 65406 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -1.145594e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 99953 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 6046 members 
Mstep: Class 5 contains 53151 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 166617 members 
Mstep: Class 8 contains 23238 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 35978 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 26417 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 32254 members 
Mstep: Class 15 contains 309164 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 126997 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 17677 members 
Mstep: Class 22 contains 65212 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -1.145598e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 99941 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 5979 members 
Mstep: Class 5 contains 53176 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 166500 members 
Mstep: Class 8 contains 23295 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36002 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 26374 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32279 members 
Mstep: Class 15 contains 308706 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 127229 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 17663 members 
Mstep: Class 22 contains 65070 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -1.145603e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 99926 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 166406 members 
Mstep: Class 8 contains 23341 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 36023 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 26333 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32305 members 
Mstep: Class 15 contains 308277 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 127424 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12497 members 
Mstep: Class 21 contains 17654 members 
Mstep: Class 22 contains 64956 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -1.145606e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 99902 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 53223 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 166320 members 
Mstep: Class 8 contains 23375 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 26300 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32314 members 
Mstep: Class 15 contains 307904 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 127588 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12577 members 
Mstep: Class 21 contains 17649 members 
Mstep: Class 22 contains 64849 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -1.145611e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 99878 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 5855 members 
Mstep: Class 5 contains 53247 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166244 members 
Mstep: Class 8 contains 23407 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36081 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32316 members 
Mstep: Class 15 contains 307597 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 127703 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12633 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 64774 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -1.145613e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 99854 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 53261 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166180 members 
Mstep: Class 8 contains 23416 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36118 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 26236 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32306 members 
Mstep: Class 15 contains 307359 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 127797 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 17650 members 
Mstep: Class 22 contains 64714 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -1.145616e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 99842 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 53282 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166141 members 
Mstep: Class 8 contains 23433 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36146 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 26210 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32319 members 
Mstep: Class 15 contains 307096 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 127883 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12755 members 
Mstep: Class 21 contains 17648 members 
Mstep: Class 22 contains 64667 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -1.14562e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 99825 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 53266 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166133 members 
Mstep: Class 8 contains 23463 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36160 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 26197 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32317 members 
Mstep: Class 15 contains 306894 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 127952 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 17652 members 
Mstep: Class 22 contains 64633 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -1.14562e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 99813 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 53261 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166109 members 
Mstep: Class 8 contains 23484 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36183 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 26177 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32332 members 
Mstep: Class 15 contains 306702 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 128018 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 12918 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 64606 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -1.145622e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 99805 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 5548 members 
Mstep: Class 5 contains 53276 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166080 members 
Mstep: Class 8 contains 23498 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36203 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 26155 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32328 members 
Mstep: Class 15 contains 306574 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 128028 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 64578 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.145623e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 99804 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 53295 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166072 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 36220 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 12 contains 26139 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32334 members 
Mstep: Class 15 contains 306458 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 128061 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13116 members 
Mstep: Class 21 contains 17668 members 
Mstep: Class 22 contains 64555 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -1.145624e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 99806 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 5367 members 
Mstep: Class 5 contains 53309 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166055 members 
Mstep: Class 8 contains 23499 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 36231 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 12 contains 26126 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32336 members 
Mstep: Class 15 contains 306351 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 128113 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 17666 members 
Mstep: Class 22 contains 64534 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.145628e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 99809 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 53326 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166045 members 
Mstep: Class 8 contains 23508 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36243 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 26107 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32333 members 
Mstep: Class 15 contains 306251 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 17 contains 128161 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13319 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 64512 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -1.145629e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 99814 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 5165 members 
Mstep: Class 5 contains 53341 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166037 members 
Mstep: Class 8 contains 23510 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36249 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 26084 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32324 members 
Mstep: Class 15 contains 306168 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 128222 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13427 members 
Mstep: Class 21 contains 17661 members 
Mstep: Class 22 contains 64496 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -1.14563e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 99812 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 53351 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166012 members 
Mstep: Class 8 contains 23521 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36256 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 26061 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32321 members 
Mstep: Class 15 contains 306116 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 128264 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13527 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 64479 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -1.145631e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1184 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 99812 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 53369 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 166007 members 
Mstep: Class 8 contains 23524 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36262 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 26041 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 306083 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 128285 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13629 members 
Mstep: Class 21 contains 17653 members 
Mstep: Class 22 contains 64466 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -1.145664e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 988 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 99811 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 53387 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 165994 members 
Mstep: Class 8 contains 23522 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36266 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 26020 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 32308 members 
Mstep: Class 15 contains 306070 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 128287 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13714 members 
Mstep: Class 21 contains 17658 members 
Mstep: Class 22 contains 64450 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -1.145832e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 935 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 53401 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 165991 members 
Mstep: Class 8 contains 23528 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36270 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 25997 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 32305 members 
Mstep: Class 15 contains 306039 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 128285 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 13812 members 
Mstep: Class 21 contains 17667 members 
Mstep: Class 22 contains 64436 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -1.145834e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 99812 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 53417 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 165978 members 
Mstep: Class 8 contains 23526 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36275 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 25968 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 32305 members 
Mstep: Class 15 contains 305998 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 128300 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 13934 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 64419 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -1.145834e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 99808 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 53440 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 165969 members 
Mstep: Class 8 contains 23529 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 25948 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 32301 members 
Mstep: Class 15 contains 305966 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14039 members 
Mstep: Class 21 contains 17670 members 
Mstep: Class 22 contains 64413 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.145835e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 99809 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 53454 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165959 members 
Mstep: Class 8 contains 23537 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36280 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 25925 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 32297 members 
Mstep: Class 15 contains 305952 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 128307 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14142 members 
Mstep: Class 21 contains 17669 members 
Mstep: Class 22 contains 64402 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.145836e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 99808 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 53458 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165942 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36285 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 25908 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 32293 members 
Mstep: Class 15 contains 305955 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 128298 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14252 members 
Mstep: Class 21 contains 17667 members 
Mstep: Class 22 contains 64389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583752.000000 Penalty: 75469.992188
Iteration 66Q: 23 clusters Score -1.145838e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 99808 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 53469 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165931 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36295 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 25892 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 32290 members 
Mstep: Class 15 contains 305957 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 128290 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14338 members 
Mstep: Class 21 contains 17665 members 
Mstep: Class 22 contains 64374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583848.000000 Penalty: 75469.992188
Iteration 67Q: 23 clusters Score -1.145838e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 53486 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165930 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36300 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 25878 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 32290 members 
Mstep: Class 15 contains 305953 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 128272 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14409 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 64363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583944.000000 Penalty: 75469.992188
Iteration 68Q: 23 clusters Score -1.145839e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 99809 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 53495 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165931 members 
Mstep: Class 8 contains 23540 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36303 members 
Mstep: Class 11 contains 2675 members 
Mstep: Class 12 contains 25859 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 32294 members 
Mstep: Class 15 contains 305954 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 128252 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14490 members 
Mstep: Class 21 contains 17661 members 
Mstep: Class 22 contains 64355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584016.000000 Penalty: 75469.992188
Iteration 69Q: 23 clusters Score -1.14584e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 53504 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165926 members 
Mstep: Class 8 contains 23541 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36302 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 25846 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 32297 members 
Mstep: Class 15 contains 305962 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 128243 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14582 members 
Mstep: Class 21 contains 17660 members 
Mstep: Class 22 contains 64349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584016.000000 Penalty: 75469.992188
Iteration 70Q: 23 clusters Score -1.14584e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 99812 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 53511 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165918 members 
Mstep: Class 8 contains 23537 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 12 contains 25829 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 32299 members 
Mstep: Class 15 contains 305951 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 128245 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 17658 members 
Mstep: Class 22 contains 64345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584080.000000 Penalty: 75469.992188
Iteration 71Q: 23 clusters Score -1.145841e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 99813 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 53511 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165912 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36307 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 25820 members 
Mstep: Class 13 contains 270 members 
Mstep: Class 14 contains 32300 members 
Mstep: Class 15 contains 305937 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 128236 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14771 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 64337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584376.000000 Penalty: 75469.992188
Iteration 72Q: 23 clusters Score -1.145844e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 99814 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 53512 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165900 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25815 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 32303 members 
Mstep: Class 15 contains 305921 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128222 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 14891 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 64329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584320.000000 Penalty: 75469.992188
Iteration 73Q: 23 clusters Score -1.145843e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 99814 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 53510 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165894 members 
Mstep: Class 8 contains 23538 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25806 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32307 members 
Mstep: Class 15 contains 305907 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 128193 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15028 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 64323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584544.000000 Penalty: 75469.992188
Iteration 74Q: 23 clusters Score -1.145845e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 99816 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3838 members 
Mstep: Class 5 contains 53511 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165887 members 
Mstep: Class 8 contains 23533 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36309 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25800 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32307 members 
Mstep: Class 15 contains 305867 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 128205 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15151 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 64317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584792.000000 Penalty: 75469.992188
Iteration 75Q: 23 clusters Score -1.145848e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 99816 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3748 members 
Mstep: Class 5 contains 53515 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165883 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36309 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25796 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32308 members 
Mstep: Class 15 contains 305852 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 128191 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15274 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 64312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584760.000000 Penalty: 75469.992188
Iteration 76Q: 23 clusters Score -1.145848e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 99817 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 53519 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165877 members 
Mstep: Class 8 contains 23533 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36310 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25788 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32307 members 
Mstep: Class 15 contains 305834 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 128180 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15410 members 
Mstep: Class 21 contains 17657 members 
Mstep: Class 22 contains 64303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584680.000000 Penalty: 75469.992188
Iteration 77Q: 23 clusters Score -1.145847e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 99816 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3560 members 
Mstep: Class 5 contains 53518 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165871 members 
Mstep: Class 8 contains 23533 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25784 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32307 members 
Mstep: Class 15 contains 305820 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128171 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15552 members 
Mstep: Class 21 contains 17654 members 
Mstep: Class 22 contains 64293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584712.000000 Penalty: 75469.992188
Iteration 78Q: 23 clusters Score -1.145847e+08 nChanged 267
Entering ConstructFrom: 
Score: -114584712.000000 Penalty: 75469.992188
Entering ConstructFrom: 
Trying to split cluster 1 (30753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Entering Unmasked Estep 
Score: -3597724.750000 Penalty: 2562.768311
	Iteration 0F: 2 clusters Score -3597725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3576682.750000 Penalty: 5125.536621
	Iteration 0F: 3 clusters Score -3576683 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3583958.250000 Penalty: 5125.536621
	Iteration 1F: 3 clusters Score -3583958 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3584377.000000 Penalty: 5125.536621
	Iteration 2Q: 3 clusters Score -3584377 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3584797.500000 Penalty: 5125.536621
	Iteration 3Q: 3 clusters Score -3584798 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3585223.500000 Penalty: 5125.536621
	Iteration 4Q: 3 clusters Score -3585224 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3585753.500000 Penalty: 5125.536621
	Iteration 5Q: 3 clusters Score -3585754 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3586465.000000 Penalty: 5125.536621
	Iteration 6Q: 3 clusters Score -3586465 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3587372.500000 Penalty: 5125.536621
	Iteration 7F: 3 clusters Score -3587372 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3588755.250000 Penalty: 5125.536621
	Iteration 8F: 3 clusters Score -3588755 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3590569.250000 Penalty: 5125.536621
	Iteration 9F: 3 clusters Score -3590569 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3592411.000000 Penalty: 5125.536621
	Iteration 10F: 3 clusters Score -3592411 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3593783.750000 Penalty: 5125.536621
	Iteration 11Q: 3 clusters Score -3593784 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3594594.750000 Penalty: 5125.536621
	Iteration 12Q: 3 clusters Score -3594595 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3594984.250000 Penalty: 5125.536621
	Iteration 13Q: 3 clusters Score -3594984 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3595195.000000 Penalty: 5125.536621
	Iteration 14Q: 3 clusters Score -3595195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3595324.750000 Penalty: 5125.536621
	Iteration 15Q: 3 clusters Score -3595325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3595423.750000 Penalty: 5125.536621
	Iteration 16Q: 3 clusters Score -3595424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3595481.000000 Penalty: 5125.536621
	Iteration 17Q: 3 clusters Score -3595481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3595500.250000 Penalty: 5125.536621
	Iteration 18Q: 3 clusters Score -3595500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3595522.500000 Penalty: 5125.536621
	Iteration 19Q: 3 clusters Score -3595522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3595546.500000 Penalty: 5125.536621
	Iteration 20F: 3 clusters Score -3595546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3595573.250000 Penalty: 5125.536621
	Iteration 21Q: 3 clusters Score -3595573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3595579.000000 Penalty: 5125.536621
	Iteration 22Q: 3 clusters Score -3595579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3595578.250000 Penalty: 5125.536621
	Iteration 23Q: 3 clusters Score -3595578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3595583.500000 Penalty: 5125.536621
	Iteration 24Q: 3 clusters Score -3595584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3595586.750000 Penalty: 5125.536621
	Iteration 25Q: 3 clusters Score -3595587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3595588.500000 Penalty: 5125.536621
	Iteration 26Q: 3 clusters Score -3595588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3595590.250000 Penalty: 5125.536621
	Iteration 27Q: 3 clusters Score -3595590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3595590.250000 Penalty: 5125.536621
	Iteration 28F: 3 clusters Score -3595590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Entering Unmasked Estep 
Score: -11537915.000000 Penalty: 2854.751221
	Iteration 0F: 2 clusters Score -1.153792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -11471002.000000 Penalty: 5709.502441
	Iteration 0F: 3 clusters Score -1.1471e+07 nChanged 47348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -11497840.000000 Penalty: 5709.502441
	Iteration 1F: 3 clusters Score -1.149784e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -11498743.000000 Penalty: 5709.502441
	Iteration 2Q: 3 clusters Score -1.149874e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -11500051.000000 Penalty: 5709.502441
	Iteration 3Q: 3 clusters Score -1.150005e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -11502085.000000 Penalty: 5709.502441
	Iteration 4Q: 3 clusters Score -1.150208e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -11505602.000000 Penalty: 5709.502441
	Iteration 5F: 3 clusters Score -1.15056e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -11510727.000000 Penalty: 5709.502441
	Iteration 6F: 3 clusters Score -1.151073e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -11517450.000000 Penalty: 5709.502441
	Iteration 7F: 3 clusters Score -1.151745e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -11524302.000000 Penalty: 5709.502441
	Iteration 8F: 3 clusters Score -1.15243e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -11529538.000000 Penalty: 5709.502441
	Iteration 9F: 3 clusters Score -1.152954e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -11532505.000000 Penalty: 5709.502441
	Iteration 10Q: 3 clusters Score -1.15325e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11534041.000000 Penalty: 5709.502441
	Iteration 11Q: 3 clusters Score -1.153404e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11534822.000000 Penalty: 5709.502441
	Iteration 12Q: 3 clusters Score -1.153482e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11535215.000000 Penalty: 5709.502441
	Iteration 13Q: 3 clusters Score -1.153522e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11535400.000000 Penalty: 5709.502441
	Iteration 14Q: 3 clusters Score -1.15354e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11535506.000000 Penalty: 5709.502441
	Iteration 15Q: 3 clusters Score -1.153551e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11535559.000000 Penalty: 5709.502441
	Iteration 16Q: 3 clusters Score -1.153556e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11535575.000000 Penalty: 5709.502441
	Iteration 17Q: 3 clusters Score -1.153558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11535609.000000 Penalty: 5709.502441
	Iteration 18Q: 3 clusters Score -1.153561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11535633.000000 Penalty: 5709.502441
	Iteration 19Q: 3 clusters Score -1.153563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11535652.000000 Penalty: 5709.502441
	Iteration 20F: 3 clusters Score -1.153565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11535663.000000 Penalty: 5709.502441
	Iteration 21Q: 3 clusters Score -1.153566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11535674.000000 Penalty: 5709.502441
	Iteration 22Q: 3 clusters Score -1.153567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11535664.000000 Penalty: 5709.502441
	Iteration 23Q: 3 clusters Score -1.153566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11535665.000000 Penalty: 5709.502441
	Iteration 24Q: 3 clusters Score -1.153566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11535664.000000 Penalty: 5709.502441
	Iteration 25Q: 3 clusters Score -1.153566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11535664.000000 Penalty: 5709.502441
	Iteration 26Q: 3 clusters Score -1.153566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11535668.000000 Penalty: 5709.502441
	Iteration 27Q: 3 clusters Score -1.153567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11535673.000000 Penalty: 5709.502441
	Iteration 28Q: 3 clusters Score -1.153567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11535665.000000 Penalty: 5709.502441
	Iteration 29Q: 3 clusters Score -1.153566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11535668.000000 Penalty: 5709.502441
	Iteration 30Q: 3 clusters Score -1.153567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11535685.000000 Penalty: 5709.502441
	Iteration 31Q: 3 clusters Score -1.153568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11535684.000000 Penalty: 5709.502441
	Iteration 32Q: 3 clusters Score -1.153568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11535689.000000 Penalty: 5709.502441
	Iteration 33Q: 3 clusters Score -1.153569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11535692.000000 Penalty: 5709.502441
	Iteration 34Q: 3 clusters Score -1.153569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11535693.000000 Penalty: 5709.502441
	Iteration 35Q: 3 clusters Score -1.153569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11535690.000000 Penalty: 5709.502441
	Iteration 36Q: 3 clusters Score -1.153569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11535695.000000 Penalty: 5709.502441
	Iteration 37Q: 3 clusters Score -1.15357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11535691.000000 Penalty: 5709.502441
	Iteration 38Q: 3 clusters Score -1.153569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11535691.000000 Penalty: 5709.502441
	Iteration 39F: 3 clusters Score -1.153569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -53930.933594 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -53930.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52466.445312 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -52466.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52735.335938 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -52735.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52882.035156 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -52882.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52964.972656 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -52964.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53010.039062 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -53010.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53034.906250 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -53034.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53044.339844 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -53044.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53059.589844 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -53059.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53065.945312 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -53065.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53071.906250 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -53071.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53071.906250 Penalty: 3116.930664
	Iteration 10F: 3 clusters Score -53071.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -416282.562500 Penalty: 2021.602173
	Iteration 0F: 2 clusters Score -416282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412712.562500 Penalty: 4043.204346
	Iteration 0F: 3 clusters Score -412712.6 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -413379.125000 Penalty: 4043.204346
	Iteration 1F: 3 clusters Score -413379.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -413536.843750 Penalty: 4043.204346
	Iteration 2F: 3 clusters Score -413536.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -413655.968750 Penalty: 4043.204346
	Iteration 3F: 3 clusters Score -413656 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -413739.750000 Penalty: 4043.204346
	Iteration 4Q: 3 clusters Score -413739.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -413814.875000 Penalty: 4043.204346
	Iteration 5Q: 3 clusters Score -413814.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -413885.187500 Penalty: 4043.204346
	Iteration 6Q: 3 clusters Score -413885.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -413936.812500 Penalty: 4043.204346
	Iteration 7Q: 3 clusters Score -413936.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -413977.156250 Penalty: 4043.204346
	Iteration 8Q: 3 clusters Score -413977.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -414008.562500 Penalty: 4043.204346
	Iteration 9Q: 3 clusters Score -414008.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -414039.656250 Penalty: 4043.204346
	Iteration 10Q: 3 clusters Score -414039.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -414066.281250 Penalty: 4043.204346
	Iteration 11Q: 3 clusters Score -414066.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -414080.968750 Penalty: 4043.204346
	Iteration 12Q: 3 clusters Score -414081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -414095.468750 Penalty: 4043.204346
	Iteration 13Q: 3 clusters Score -414095.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -414108.312500 Penalty: 4043.204346
	Iteration 14Q: 3 clusters Score -414108.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -414121.250000 Penalty: 4043.204346
	Iteration 15Q: 3 clusters Score -414121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -414130.562500 Penalty: 4043.204346
	Iteration 16Q: 3 clusters Score -414130.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -414147.531250 Penalty: 4043.204346
	Iteration 17Q: 3 clusters Score -414147.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -414163.437500 Penalty: 4043.204346
	Iteration 18Q: 3 clusters Score -414163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -414172.906250 Penalty: 4043.204346
	Iteration 19Q: 3 clusters Score -414172.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -414180.125000 Penalty: 4043.204346
	Iteration 20F: 3 clusters Score -414180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -414187.000000 Penalty: 4043.204346
	Iteration 21Q: 3 clusters Score -414187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -414193.875000 Penalty: 4043.204346
	Iteration 22Q: 3 clusters Score -414193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -414196.718750 Penalty: 4043.204346
	Iteration 23Q: 3 clusters Score -414196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -414199.437500 Penalty: 4043.204346
	Iteration 24Q: 3 clusters Score -414199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -414203.843750 Penalty: 4043.204346
	Iteration 25Q: 3 clusters Score -414203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -414209.687500 Penalty: 4043.204346
	Iteration 26Q: 3 clusters Score -414209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -414215.187500 Penalty: 4043.204346
	Iteration 27Q: 3 clusters Score -414215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -414220.718750 Penalty: 4043.204346
	Iteration 28Q: 3 clusters Score -414220.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -414226.343750 Penalty: 4043.204346
	Iteration 29Q: 3 clusters Score -414226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -414230.343750 Penalty: 4043.204346
	Iteration 30Q: 3 clusters Score -414230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -414232.906250 Penalty: 4043.204346
	Iteration 31Q: 3 clusters Score -414232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -414236.312500 Penalty: 4043.204346
	Iteration 32Q: 3 clusters Score -414236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -414240.625000 Penalty: 4043.204346
	Iteration 33Q: 3 clusters Score -414240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -414242.375000 Penalty: 4043.204346
	Iteration 34Q: 3 clusters Score -414242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -414245.093750 Penalty: 4043.204346
	Iteration 35Q: 3 clusters Score -414245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -414250.187500 Penalty: 4043.204346
	Iteration 36Q: 3 clusters Score -414250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -414254.312500 Penalty: 4043.204346
	Iteration 37Q: 3 clusters Score -414254.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -414258.718750 Penalty: 4043.204346
	Iteration 38Q: 3 clusters Score -414258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -414261.875000 Penalty: 4043.204346
	Iteration 39Q: 3 clusters Score -414261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -414263.281250 Penalty: 4043.204346
	Iteration 40F: 3 clusters Score -414263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -414267.343750 Penalty: 4043.204346
	Iteration 41Q: 3 clusters Score -414267.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -414271.593750 Penalty: 4043.204346
	Iteration 42Q: 3 clusters Score -414271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -414274.625000 Penalty: 4043.204346
	Iteration 43Q: 3 clusters Score -414274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -414280.906250 Penalty: 4043.204346
	Iteration 44Q: 3 clusters Score -414280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -414291.062500 Penalty: 4043.204346
	Iteration 45Q: 3 clusters Score -414291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -414300.718750 Penalty: 4043.204346
	Iteration 46Q: 3 clusters Score -414300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -414311.000000 Penalty: 4043.204346
	Iteration 47Q: 3 clusters Score -414311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -414322.875000 Penalty: 4043.204346
	Iteration 48Q: 3 clusters Score -414322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -414336.656250 Penalty: 4043.204346
	Iteration 49Q: 3 clusters Score -414336.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -414347.718750 Penalty: 4043.204346
	Iteration 50Q: 3 clusters Score -414347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -414355.250000 Penalty: 4043.204346
	Iteration 51Q: 3 clusters Score -414355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -414364.156250 Penalty: 4043.204346
	Iteration 52Q: 3 clusters Score -414364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -414372.062500 Penalty: 4043.204346
	Iteration 53Q: 3 clusters Score -414372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -414382.937500 Penalty: 4043.204346
	Iteration 54Q: 3 clusters Score -414382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -414390.281250 Penalty: 4043.204346
	Iteration 55Q: 3 clusters Score -414390.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -414394.562500 Penalty: 4043.204346
	Iteration 56Q: 3 clusters Score -414394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -414400.343750 Penalty: 4043.204346
	Iteration 57Q: 3 clusters Score -414400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -414403.781250 Penalty: 4043.204346
	Iteration 58Q: 3 clusters Score -414403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -414407.406250 Penalty: 4043.204346
	Iteration 59Q: 3 clusters Score -414407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -414411.625000 Penalty: 4043.204346
	Iteration 60F: 3 clusters Score -414411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -414412.312500 Penalty: 4043.204346
	Iteration 61Q: 3 clusters Score -414412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -414413.593750 Penalty: 4043.204346
	Iteration 62Q: 3 clusters Score -414413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -414414.312500 Penalty: 4043.204346
	Iteration 63Q: 3 clusters Score -414414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -414417.156250 Penalty: 4043.204346
	Iteration 64Q: 3 clusters Score -414417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -414419.593750 Penalty: 4043.204346
	Iteration 65Q: 3 clusters Score -414419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -414422.875000 Penalty: 4043.204346
	Iteration 66Q: 3 clusters Score -414422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -414422.718750 Penalty: 4043.204346
	Iteration 67Q: 3 clusters Score -414422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -414422.718750 Penalty: 4043.204346
	Iteration 68F: 3 clusters Score -414422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Entering Unmasked Estep 
Score: -6248725.500000 Penalty: 2700.149170
	Iteration 0F: 2 clusters Score -6248726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -6212708.000000 Penalty: 5400.298340
	Iteration 0F: 3 clusters Score -6212708 nChanged 24745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -6226640.500000 Penalty: 5400.298340
	Iteration 1F: 3 clusters Score -6226640 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6227392.500000 Penalty: 5400.298340
	Iteration 2Q: 3 clusters Score -6227392 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6228660.500000 Penalty: 5400.298340
	Iteration 3Q: 3 clusters Score -6228660 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -6230803.000000 Penalty: 5400.298340
	Iteration 4F: 3 clusters Score -6230803 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6234299.000000 Penalty: 5400.298340
	Iteration 5F: 3 clusters Score -6234299 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -6238848.500000 Penalty: 5400.298340
	Iteration 6F: 3 clusters Score -6238848 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -6243609.500000 Penalty: 5400.298340
	Iteration 7F: 3 clusters Score -6243610 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -6246862.500000 Penalty: 5400.298340
	Iteration 8F: 3 clusters Score -6246862 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -6248109.000000 Penalty: 5400.298340
	Iteration 9Q: 3 clusters Score -6248109 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -6248474.500000 Penalty: 5400.298340
	Iteration 10Q: 3 clusters Score -6248474 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -6248635.000000 Penalty: 5400.298340
	Iteration 11Q: 3 clusters Score -6248635 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -6248741.000000 Penalty: 5400.298340
	Iteration 12Q: 3 clusters Score -6248741 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -6248814.000000 Penalty: 5400.298340
	Iteration 13Q: 3 clusters Score -6248814 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -6248878.500000 Penalty: 5400.298340
	Iteration 14Q: 3 clusters Score -6248878 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -6248904.500000 Penalty: 5400.298340
	Iteration 15Q: 3 clusters Score -6248904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -6248914.000000 Penalty: 5400.298340
	Iteration 16Q: 3 clusters Score -6248914 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6248934.500000 Penalty: 5400.298340
	Iteration 17Q: 3 clusters Score -6248934 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6248967.000000 Penalty: 5400.298340
	Iteration 18Q: 3 clusters Score -6248967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -6248982.000000 Penalty: 5400.298340
	Iteration 19Q: 3 clusters Score -6248982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6248998.500000 Penalty: 5400.298340
	Iteration 20F: 3 clusters Score -6248998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6248995.500000 Penalty: 5400.298340
	Iteration 21Q: 3 clusters Score -6248996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6249013.500000 Penalty: 5400.298340
	Iteration 22Q: 3 clusters Score -6249014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -6249031.000000 Penalty: 5400.298340
	Iteration 23Q: 3 clusters Score -6249031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -6249043.000000 Penalty: 5400.298340
	Iteration 24Q: 3 clusters Score -6249043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -6249045.500000 Penalty: 5400.298340
	Iteration 25Q: 3 clusters Score -6249046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -6249064.000000 Penalty: 5400.298340
	Iteration 26Q: 3 clusters Score -6249064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -6249069.500000 Penalty: 5400.298340
	Iteration 27Q: 3 clusters Score -6249070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -6249074.500000 Penalty: 5400.298340
	Iteration 28Q: 3 clusters Score -6249074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6249065.500000 Penalty: 5400.298340
	Iteration 29Q: 3 clusters Score -6249066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -6249078.000000 Penalty: 5400.298340
	Iteration 30Q: 3 clusters Score -6249078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -6249070.000000 Penalty: 5400.298340
	Iteration 31Q: 3 clusters Score -6249070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6249078.500000 Penalty: 5400.298340
	Iteration 32Q: 3 clusters Score -6249078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6249077.000000 Penalty: 5400.298340
	Iteration 33Q: 3 clusters Score -6249077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -6249080.000000 Penalty: 5400.298340
	Iteration 34Q: 3 clusters Score -6249080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -6249078.500000 Penalty: 5400.298340
	Iteration 35Q: 3 clusters Score -6249078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -6249070.000000 Penalty: 5400.298340
	Iteration 36Q: 3 clusters Score -6249070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6249067.000000 Penalty: 5400.298340
	Iteration 37Q: 3 clusters Score -6249067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -6249066.500000 Penalty: 5400.298340
	Iteration 38Q: 3 clusters Score -6249066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -6249074.500000 Penalty: 5400.298340
	Iteration 39Q: 3 clusters Score -6249074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -6249069.000000 Penalty: 5400.298340
	Iteration 40F: 3 clusters Score -6249069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6249076.500000 Penalty: 5400.298340
	Iteration 41Q: 3 clusters Score -6249076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6249069.000000 Penalty: 5400.298340
	Iteration 42Q: 3 clusters Score -6249069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -6249067.500000 Penalty: 5400.298340
	Iteration 43Q: 3 clusters Score -6249068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -6249057.500000 Penalty: 5400.298340
	Iteration 44Q: 3 clusters Score -6249058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6249058.500000 Penalty: 5400.298340
	Iteration 45Q: 3 clusters Score -6249058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6249063.500000 Penalty: 5400.298340
	Iteration 46Q: 3 clusters Score -6249064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -6249071.000000 Penalty: 5400.298340
	Iteration 47Q: 3 clusters Score -6249071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -6249071.000000 Penalty: 5400.298340
	Iteration 48F: 3 clusters Score -6249071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 99817 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 47926 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165861 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25780 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 305817 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128167 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64288 members 
Mstep: Class 23 contains 5588 members 
Entering Unmasked Estep 
Score: -114584640.000000 Penalty: 78900.445312
Splitting cluster 5 changes total score from -114584712.000000 to -114584640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -414026.468750 Penalty: 2032.784668
	Iteration 0F: 2 clusters Score -414026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -410364.000000 Penalty: 4065.569336
	Iteration 0F: 3 clusters Score -410364 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -411151.250000 Penalty: 4065.569336
	Iteration 1F: 3 clusters Score -411151.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -411314.343750 Penalty: 4065.569336
	Iteration 2F: 3 clusters Score -411314.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -411418.656250 Penalty: 4065.569336
	Iteration 3Q: 3 clusters Score -411418.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -411484.562500 Penalty: 4065.569336
	Iteration 4Q: 3 clusters Score -411484.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -411522.468750 Penalty: 4065.569336
	Iteration 5Q: 3 clusters Score -411522.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -411545.187500 Penalty: 4065.569336
	Iteration 6Q: 3 clusters Score -411545.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -411558.156250 Penalty: 4065.569336
	Iteration 7Q: 3 clusters Score -411558.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -411569.687500 Penalty: 4065.569336
	Iteration 8Q: 3 clusters Score -411569.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -411581.000000 Penalty: 4065.569336
	Iteration 9Q: 3 clusters Score -411581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -411588.250000 Penalty: 4065.569336
	Iteration 10Q: 3 clusters Score -411588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -411594.343750 Penalty: 4065.569336
	Iteration 11Q: 3 clusters Score -411594.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -411598.875000 Penalty: 4065.569336
	Iteration 12Q: 3 clusters Score -411598.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -411601.843750 Penalty: 4065.569336
	Iteration 13Q: 3 clusters Score -411601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -411603.750000 Penalty: 4065.569336
	Iteration 14Q: 3 clusters Score -411603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -411604.062500 Penalty: 4065.569336
	Iteration 15Q: 3 clusters Score -411604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -411604.781250 Penalty: 4065.569336
	Iteration 16Q: 3 clusters Score -411604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -411605.281250 Penalty: 4065.569336
	Iteration 17Q: 3 clusters Score -411605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -411607.468750 Penalty: 4065.569336
	Iteration 18Q: 3 clusters Score -411607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -411607.031250 Penalty: 4065.569336
	Iteration 19Q: 3 clusters Score -411607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -411607.687500 Penalty: 4065.569336
	Iteration 20F: 3 clusters Score -411607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -411609.250000 Penalty: 4065.569336
	Iteration 21Q: 3 clusters Score -411609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -411608.937500 Penalty: 4065.569336
	Iteration 22Q: 3 clusters Score -411608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -411610.031250 Penalty: 4065.569336
	Iteration 23Q: 3 clusters Score -411610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -411610.156250 Penalty: 4065.569336
	Iteration 24Q: 3 clusters Score -411610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -411610.562500 Penalty: 4065.569336
	Iteration 25Q: 3 clusters Score -411610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -411611.656250 Penalty: 4065.569336
	Iteration 26Q: 3 clusters Score -411611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -411611.843750 Penalty: 4065.569336
	Iteration 27Q: 3 clusters Score -411611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -411611.843750 Penalty: 4065.569336
	Iteration 28F: 3 clusters Score -411611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Entering Unmasked Estep 
Score: -19077132.000000 Penalty: 2980.688477
	Iteration 0F: 2 clusters Score -1.907713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -18967758.000000 Penalty: 5961.376953
	Iteration 0F: 3 clusters Score -1.896776e+07 nChanged 79410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -19013046.000000 Penalty: 5961.376953
	Iteration 1F: 3 clusters Score -1.901305e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -19013804.000000 Penalty: 5961.376953
	Iteration 2Q: 3 clusters Score -1.90138e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -19014588.000000 Penalty: 5961.376953
	Iteration 3Q: 3 clusters Score -1.901459e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -19015174.000000 Penalty: 5961.376953
	Iteration 4Q: 3 clusters Score -1.901517e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -19015794.000000 Penalty: 5961.376953
	Iteration 5Q: 3 clusters Score -1.901579e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -19016532.000000 Penalty: 5961.376953
	Iteration 6Q: 3 clusters Score -1.901653e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -19017560.000000 Penalty: 5961.376953
	Iteration 7Q: 3 clusters Score -1.901756e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -19018882.000000 Penalty: 5961.376953
	Iteration 8Q: 3 clusters Score -1.901888e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 97406 members 
Entering Unmasked Estep 
Score: -19020954.000000 Penalty: 5961.376953
	Iteration 9Q: 3 clusters Score -1.902095e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -19024594.000000 Penalty: 5961.376953
	Iteration 10Q: 3 clusters Score -1.902459e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -19030630.000000 Penalty: 5961.376953
	Iteration 11F: 3 clusters Score -1.903063e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -19039212.000000 Penalty: 5961.376953
	Iteration 12F: 3 clusters Score -1.903921e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 135018 members 
Entering Unmasked Estep 
Score: -19048974.000000 Penalty: 5961.376953
	Iteration 13F: 3 clusters Score -1.904897e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 144657 members 
Entering Unmasked Estep 
Score: -19057636.000000 Penalty: 5961.376953
	Iteration 14F: 3 clusters Score -1.905764e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -19064216.000000 Penalty: 5961.376953
	Iteration 15Q: 3 clusters Score -1.906422e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -19068206.000000 Penalty: 5961.376953
	Iteration 16Q: 3 clusters Score -1.906821e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 160675 members 
Entering Unmasked Estep 
Score: -19070874.000000 Penalty: 5961.376953
	Iteration 17Q: 3 clusters Score -1.907087e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -19072612.000000 Penalty: 5961.376953
	Iteration 18Q: 3 clusters Score -1.907261e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 164256 members 
Entering Unmasked Estep 
Score: -19073556.000000 Penalty: 5961.376953
	Iteration 19Q: 3 clusters Score -1.907356e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -19074040.000000 Penalty: 5961.376953
	Iteration 20F: 3 clusters Score -1.907404e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -19074254.000000 Penalty: 5961.376953
	Iteration 21Q: 3 clusters Score -1.907425e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -19074362.000000 Penalty: 5961.376953
	Iteration 22Q: 3 clusters Score -1.907436e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -19074430.000000 Penalty: 5961.376953
	Iteration 23Q: 3 clusters Score -1.907443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -19074450.000000 Penalty: 5961.376953
	Iteration 24Q: 3 clusters Score -1.907445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 165492 members 
Entering Unmasked Estep 
Score: -19074454.000000 Penalty: 5961.376953
	Iteration 25Q: 3 clusters Score -1.907445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -19074466.000000 Penalty: 5961.376953
	Iteration 26Q: 3 clusters Score -1.907447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -19074486.000000 Penalty: 5961.376953
	Iteration 27Q: 3 clusters Score -1.907449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 165517 members 
Entering Unmasked Estep 
Score: -19074484.000000 Penalty: 5961.376953
	Iteration 28Q: 3 clusters Score -1.907448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -19074496.000000 Penalty: 5961.376953
	Iteration 29Q: 3 clusters Score -1.90745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -19074512.000000 Penalty: 5961.376953
	Iteration 30Q: 3 clusters Score -1.907451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 165538 members 
Entering Unmasked Estep 
Score: -19074512.000000 Penalty: 5961.376953
	Iteration 31Q: 3 clusters Score -1.907451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -19074520.000000 Penalty: 5961.376953
	Iteration 32Q: 3 clusters Score -1.907452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -19074518.000000 Penalty: 5961.376953
	Iteration 33Q: 3 clusters Score -1.907452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -19074524.000000 Penalty: 5961.376953
	Iteration 34Q: 3 clusters Score -1.907452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -19074528.000000 Penalty: 5961.376953
	Iteration 35Q: 3 clusters Score -1.907453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -19074528.000000 Penalty: 5961.376953
	Iteration 36F: 3 clusters Score -1.907453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Entering Unmasked Estep 
Score: -2513080.000000 Penalty: 2496.396973
	Iteration 0F: 2 clusters Score -2513080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2496767.250000 Penalty: 4992.793945
	Iteration 0F: 3 clusters Score -2496767 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2502781.500000 Penalty: 4992.793945
	Iteration 1F: 3 clusters Score -2502782 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2503520.750000 Penalty: 4992.793945
	Iteration 2F: 3 clusters Score -2503521 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2504200.500000 Penalty: 4992.793945
	Iteration 3F: 3 clusters Score -2504200 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2504771.250000 Penalty: 4992.793945
	Iteration 4F: 3 clusters Score -2504771 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2505352.500000 Penalty: 4992.793945
	Iteration 5Q: 3 clusters Score -2505352 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2505892.500000 Penalty: 4992.793945
	Iteration 6Q: 3 clusters Score -2505892 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2506471.750000 Penalty: 4992.793945
	Iteration 7Q: 3 clusters Score -2506472 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2506989.500000 Penalty: 4992.793945
	Iteration 8Q: 3 clusters Score -2506990 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2507447.000000 Penalty: 4992.793945
	Iteration 9Q: 3 clusters Score -2507447 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2507919.000000 Penalty: 4992.793945
	Iteration 10Q: 3 clusters Score -2507919 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2508291.000000 Penalty: 4992.793945
	Iteration 11Q: 3 clusters Score -2508291 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2508610.750000 Penalty: 4992.793945
	Iteration 12Q: 3 clusters Score -2508611 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2508914.000000 Penalty: 4992.793945
	Iteration 13Q: 3 clusters Score -2508914 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2509157.000000 Penalty: 4992.793945
	Iteration 14Q: 3 clusters Score -2509157 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2509339.000000 Penalty: 4992.793945
	Iteration 15Q: 3 clusters Score -2509339 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2509521.500000 Penalty: 4992.793945
	Iteration 16Q: 3 clusters Score -2509522 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2509691.750000 Penalty: 4992.793945
	Iteration 17Q: 3 clusters Score -2509692 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2509842.000000 Penalty: 4992.793945
	Iteration 18Q: 3 clusters Score -2509842 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2509943.500000 Penalty: 4992.793945
	Iteration 19Q: 3 clusters Score -2509944 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2510026.000000 Penalty: 4992.793945
	Iteration 20F: 3 clusters Score -2510026 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2510086.000000 Penalty: 4992.793945
	Iteration 21Q: 3 clusters Score -2510086 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2510159.000000 Penalty: 4992.793945
	Iteration 22Q: 3 clusters Score -2510159 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2510211.500000 Penalty: 4992.793945
	Iteration 23Q: 3 clusters Score -2510212 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2510266.000000 Penalty: 4992.793945
	Iteration 24Q: 3 clusters Score -2510266 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2510312.250000 Penalty: 4992.793945
	Iteration 25Q: 3 clusters Score -2510312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2510339.500000 Penalty: 4992.793945
	Iteration 26Q: 3 clusters Score -2510340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2510374.250000 Penalty: 4992.793945
	Iteration 27Q: 3 clusters Score -2510374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2510410.500000 Penalty: 4992.793945
	Iteration 28Q: 3 clusters Score -2510410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2510430.750000 Penalty: 4992.793945
	Iteration 29Q: 3 clusters Score -2510431 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2510459.750000 Penalty: 4992.793945
	Iteration 30Q: 3 clusters Score -2510460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2510488.750000 Penalty: 4992.793945
	Iteration 31Q: 3 clusters Score -2510489 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2510519.500000 Penalty: 4992.793945
	Iteration 32Q: 3 clusters Score -2510520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2510574.000000 Penalty: 4992.793945
	Iteration 33Q: 3 clusters Score -2510574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2510629.250000 Penalty: 4992.793945
	Iteration 34Q: 3 clusters Score -2510629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2510691.250000 Penalty: 4992.793945
	Iteration 35Q: 3 clusters Score -2510691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2510746.500000 Penalty: 4992.793945
	Iteration 36Q: 3 clusters Score -2510746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2510807.750000 Penalty: 4992.793945
	Iteration 37Q: 3 clusters Score -2510808 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2510869.750000 Penalty: 4992.793945
	Iteration 38Q: 3 clusters Score -2510870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2510931.500000 Penalty: 4992.793945
	Iteration 39Q: 3 clusters Score -2510932 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2510986.250000 Penalty: 4992.793945
	Iteration 40F: 3 clusters Score -2510986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2511033.750000 Penalty: 4992.793945
	Iteration 41Q: 3 clusters Score -2511034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2511082.000000 Penalty: 4992.793945
	Iteration 42Q: 3 clusters Score -2511082 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2511132.500000 Penalty: 4992.793945
	Iteration 43Q: 3 clusters Score -2511132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2511163.250000 Penalty: 4992.793945
	Iteration 44Q: 3 clusters Score -2511163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2511210.250000 Penalty: 4992.793945
	Iteration 45Q: 3 clusters Score -2511210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2511242.000000 Penalty: 4992.793945
	Iteration 46Q: 3 clusters Score -2511242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2511276.500000 Penalty: 4992.793945
	Iteration 47Q: 3 clusters Score -2511276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2511312.250000 Penalty: 4992.793945
	Iteration 48Q: 3 clusters Score -2511312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2511342.250000 Penalty: 4992.793945
	Iteration 49Q: 3 clusters Score -2511342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2511368.750000 Penalty: 4992.793945
	Iteration 50Q: 3 clusters Score -2511369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2511386.750000 Penalty: 4992.793945
	Iteration 51Q: 3 clusters Score -2511387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2511404.500000 Penalty: 4992.793945
	Iteration 52Q: 3 clusters Score -2511404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2511425.000000 Penalty: 4992.793945
	Iteration 53Q: 3 clusters Score -2511425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2511441.000000 Penalty: 4992.793945
	Iteration 54Q: 3 clusters Score -2511441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2511456.000000 Penalty: 4992.793945
	Iteration 55Q: 3 clusters Score -2511456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2511462.750000 Penalty: 4992.793945
	Iteration 56Q: 3 clusters Score -2511463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2511476.000000 Penalty: 4992.793945
	Iteration 57Q: 3 clusters Score -2511476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2511489.250000 Penalty: 4992.793945
	Iteration 58Q: 3 clusters Score -2511489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2511497.500000 Penalty: 4992.793945
	Iteration 59Q: 3 clusters Score -2511498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2511503.500000 Penalty: 4992.793945
	Iteration 60F: 3 clusters Score -2511504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2511510.500000 Penalty: 4992.793945
	Iteration 61Q: 3 clusters Score -2511510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2511514.500000 Penalty: 4992.793945
	Iteration 62Q: 3 clusters Score -2511514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2511524.500000 Penalty: 4992.793945
	Iteration 63Q: 3 clusters Score -2511524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2511522.500000 Penalty: 4992.793945
	Iteration 64Q: 3 clusters Score -2511522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2511524.750000 Penalty: 4992.793945
	Iteration 65Q: 3 clusters Score -2511525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2511525.000000 Penalty: 4992.793945
	Iteration 66Q: 3 clusters Score -2511525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2511525.750000 Penalty: 4992.793945
	Iteration 67Q: 3 clusters Score -2511526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2511523.250000 Penalty: 4992.793945
	Iteration 68Q: 3 clusters Score -2511523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2511526.000000 Penalty: 4992.793945
	Iteration 69Q: 3 clusters Score -2511526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2511529.250000 Penalty: 4992.793945
	Iteration 70Q: 3 clusters Score -2511529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2511530.250000 Penalty: 4992.793945
	Iteration 71Q: 3 clusters Score -2511530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2511532.250000 Penalty: 4992.793945
	Iteration 72Q: 3 clusters Score -2511532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2511533.500000 Penalty: 4992.793945
	Iteration 73Q: 3 clusters Score -2511534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2511533.500000 Penalty: 4992.793945
	Iteration 74Q: 3 clusters Score -2511534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2511534.500000 Penalty: 4992.793945
	Iteration 75Q: 3 clusters Score -2511534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2511536.000000 Penalty: 4992.793945
	Iteration 76Q: 3 clusters Score -2511536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2511535.250000 Penalty: 4992.793945
	Iteration 77Q: 3 clusters Score -2511535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2511538.250000 Penalty: 4992.793945
	Iteration 78Q: 3 clusters Score -2511538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2511534.500000 Penalty: 4992.793945
	Iteration 79Q: 3 clusters Score -2511534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2511537.750000 Penalty: 4992.793945
	Iteration 80F: 3 clusters Score -2511538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2511538.250000 Penalty: 4992.793945
	Iteration 81Q: 3 clusters Score -2511538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2511539.750000 Penalty: 4992.793945
	Iteration 82Q: 3 clusters Score -2511540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2511540.000000 Penalty: 4992.793945
	Iteration 83Q: 3 clusters Score -2511540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2511542.500000 Penalty: 4992.793945
	Iteration 84Q: 3 clusters Score -2511542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2511540.000000 Penalty: 4992.793945
	Iteration 85Q: 3 clusters Score -2511540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2511540.500000 Penalty: 4992.793945
	Iteration 86Q: 3 clusters Score -2511540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2511535.500000 Penalty: 4992.793945
	Iteration 87Q: 3 clusters Score -2511536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2511540.750000 Penalty: 4992.793945
	Iteration 88Q: 3 clusters Score -2511541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2511543.000000 Penalty: 4992.793945
	Iteration 89Q: 3 clusters Score -2511543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2511540.750000 Penalty: 4992.793945
	Iteration 90Q: 3 clusters Score -2511541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2511541.250000 Penalty: 4992.793945
	Iteration 91Q: 3 clusters Score -2511541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2511541.250000 Penalty: 4992.793945
	Iteration 92F: 3 clusters Score -2511541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -108604.765625 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -108604.8 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 510 members 
Entering Unmasked Estep 
Score: -106712.351562 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -106712.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107062.453125 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -107062.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107322.914062 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -107322.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107673.664062 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -107673.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107964.375000 Penalty: 3442.830322
	Iteration 4F: 3 clusters Score -107964.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108306.804688 Penalty: 3442.830322
	Iteration 5F: 3 clusters Score -108306.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108430.617188 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -108430.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -108505.992188 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -108506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108591.132812 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -108591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108656.484375 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -108656.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108728.421875 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -108728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108756.539062 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -108756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108776.914062 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -108776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108784.250000 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -108784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108788.585938 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -108788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108788.585938 Penalty: 3442.830322
	Iteration 15F: 3 clusters Score -108788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 99817 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 53514 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165861 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25780 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 305817 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128167 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64288 members 
Mstep: Class 23 contains 510 members 
Entering Unmasked Estep 
Score: -114583288.000000 Penalty: 78900.445312
Splitting cluster 9 changes total score from -114584712.000000 to -114583288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (36314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Entering Unmasked Estep 
Score: -4253240.500000 Penalty: 2603.989746
	Iteration 0F: 2 clusters Score -4253240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4228412.500000 Penalty: 5207.979492
	Iteration 0F: 3 clusters Score -4228412 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4237426.000000 Penalty: 5207.979492
	Iteration 1F: 3 clusters Score -4237426 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4237889.000000 Penalty: 5207.979492
	Iteration 2Q: 3 clusters Score -4237889 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4238292.000000 Penalty: 5207.979492
	Iteration 3Q: 3 clusters Score -4238292 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4238813.000000 Penalty: 5207.979492
	Iteration 4Q: 3 clusters Score -4238813 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4239480.000000 Penalty: 5207.979492
	Iteration 5Q: 3 clusters Score -4239480 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4240486.000000 Penalty: 5207.979492
	Iteration 6F: 3 clusters Score -4240486 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4242003.500000 Penalty: 5207.979492
	Iteration 7F: 3 clusters Score -4242004 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -4244046.500000 Penalty: 5207.979492
	Iteration 8F: 3 clusters Score -4244046 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4246410.000000 Penalty: 5207.979492
	Iteration 9F: 3 clusters Score -4246410 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4248442.500000 Penalty: 5207.979492
	Iteration 10F: 3 clusters Score -4248442 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4249675.000000 Penalty: 5207.979492
	Iteration 11Q: 3 clusters Score -4249675 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4250262.500000 Penalty: 5207.979492
	Iteration 12Q: 3 clusters Score -4250262 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4250545.500000 Penalty: 5207.979492
	Iteration 13Q: 3 clusters Score -4250546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4250725.000000 Penalty: 5207.979492
	Iteration 14Q: 3 clusters Score -4250725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4250822.000000 Penalty: 5207.979492
	Iteration 15Q: 3 clusters Score -4250822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4250900.000000 Penalty: 5207.979492
	Iteration 16Q: 3 clusters Score -4250900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4250941.000000 Penalty: 5207.979492
	Iteration 17Q: 3 clusters Score -4250941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4250974.500000 Penalty: 5207.979492
	Iteration 18Q: 3 clusters Score -4250974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4251003.000000 Penalty: 5207.979492
	Iteration 19Q: 3 clusters Score -4251003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4251019.000000 Penalty: 5207.979492
	Iteration 20F: 3 clusters Score -4251019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4251023.500000 Penalty: 5207.979492
	Iteration 21Q: 3 clusters Score -4251024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4251044.500000 Penalty: 5207.979492
	Iteration 22Q: 3 clusters Score -4251044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4251052.500000 Penalty: 5207.979492
	Iteration 23Q: 3 clusters Score -4251052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4251063.500000 Penalty: 5207.979492
	Iteration 24Q: 3 clusters Score -4251064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4251063.000000 Penalty: 5207.979492
	Iteration 25Q: 3 clusters Score -4251063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4251073.500000 Penalty: 5207.979492
	Iteration 26Q: 3 clusters Score -4251074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4251090.500000 Penalty: 5207.979492
	Iteration 27Q: 3 clusters Score -4251090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4251092.000000 Penalty: 5207.979492
	Iteration 28Q: 3 clusters Score -4251092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4251096.500000 Penalty: 5207.979492
	Iteration 29Q: 3 clusters Score -4251096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4251106.500000 Penalty: 5207.979492
	Iteration 30Q: 3 clusters Score -4251106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4251107.500000 Penalty: 5207.979492
	Iteration 31Q: 3 clusters Score -4251108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4251111.000000 Penalty: 5207.979492
	Iteration 32Q: 3 clusters Score -4251111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4251114.000000 Penalty: 5207.979492
	Iteration 33Q: 3 clusters Score -4251114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4251111.500000 Penalty: 5207.979492
	Iteration 34Q: 3 clusters Score -4251112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4251110.000000 Penalty: 5207.979492
	Iteration 35Q: 3 clusters Score -4251110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4251110.000000 Penalty: 5207.979492
	Iteration 36F: 3 clusters Score -4251110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Entering Unmasked Estep 
Score: -291111.250000 Penalty: 1957.698364
	Iteration 0F: 2 clusters Score -291111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288092.812500 Penalty: 3915.396729
	Iteration 0F: 3 clusters Score -288092.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288715.875000 Penalty: 3915.396729
	Iteration 1F: 3 clusters Score -288715.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288909.093750 Penalty: 3915.396729
	Iteration 2F: 3 clusters Score -288909.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289050.218750 Penalty: 3915.396729
	Iteration 3F: 3 clusters Score -289050.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -289175.062500 Penalty: 3915.396729
	Iteration 4Q: 3 clusters Score -289175.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -289294.718750 Penalty: 3915.396729
	Iteration 5Q: 3 clusters Score -289294.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -289391.125000 Penalty: 3915.396729
	Iteration 6Q: 3 clusters Score -289391.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289474.312500 Penalty: 3915.396729
	Iteration 7Q: 3 clusters Score -289474.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -289549.281250 Penalty: 3915.396729
	Iteration 8Q: 3 clusters Score -289549.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -289606.968750 Penalty: 3915.396729
	Iteration 9Q: 3 clusters Score -289607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -289652.281250 Penalty: 3915.396729
	Iteration 10Q: 3 clusters Score -289652.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -289705.343750 Penalty: 3915.396729
	Iteration 11Q: 3 clusters Score -289705.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -289755.718750 Penalty: 3915.396729
	Iteration 12Q: 3 clusters Score -289755.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -289786.312500 Penalty: 3915.396729
	Iteration 13Q: 3 clusters Score -289786.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -289807.218750 Penalty: 3915.396729
	Iteration 14Q: 3 clusters Score -289807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -289828.656250 Penalty: 3915.396729
	Iteration 15Q: 3 clusters Score -289828.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -289844.468750 Penalty: 3915.396729
	Iteration 16Q: 3 clusters Score -289844.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -289860.937500 Penalty: 3915.396729
	Iteration 17Q: 3 clusters Score -289860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -289873.312500 Penalty: 3915.396729
	Iteration 18Q: 3 clusters Score -289873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -289884.500000 Penalty: 3915.396729
	Iteration 19Q: 3 clusters Score -289884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -289895.625000 Penalty: 3915.396729
	Iteration 20F: 3 clusters Score -289895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -289904.937500 Penalty: 3915.396729
	Iteration 21Q: 3 clusters Score -289904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -289912.031250 Penalty: 3915.396729
	Iteration 22Q: 3 clusters Score -289912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -289914.875000 Penalty: 3915.396729
	Iteration 23Q: 3 clusters Score -289914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -289917.250000 Penalty: 3915.396729
	Iteration 24Q: 3 clusters Score -289917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -289918.500000 Penalty: 3915.396729
	Iteration 25Q: 3 clusters Score -289918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -289920.031250 Penalty: 3915.396729
	Iteration 26Q: 3 clusters Score -289920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -289920.906250 Penalty: 3915.396729
	Iteration 27Q: 3 clusters Score -289920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -289922.343750 Penalty: 3915.396729
	Iteration 28Q: 3 clusters Score -289922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -289925.312500 Penalty: 3915.396729
	Iteration 29Q: 3 clusters Score -289925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -289927.125000 Penalty: 3915.396729
	Iteration 30Q: 3 clusters Score -289927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -289929.593750 Penalty: 3915.396729
	Iteration 31Q: 3 clusters Score -289929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -289930.718750 Penalty: 3915.396729
	Iteration 32Q: 3 clusters Score -289930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -289934.843750 Penalty: 3915.396729
	Iteration 33Q: 3 clusters Score -289934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -289937.468750 Penalty: 3915.396729
	Iteration 34Q: 3 clusters Score -289937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -289937.625000 Penalty: 3915.396729
	Iteration 35Q: 3 clusters Score -289937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -289938.593750 Penalty: 3915.396729
	Iteration 36Q: 3 clusters Score -289938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -289940.093750 Penalty: 3915.396729
	Iteration 37Q: 3 clusters Score -289940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -289940.218750 Penalty: 3915.396729
	Iteration 38Q: 3 clusters Score -289940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -289941.343750 Penalty: 3915.396729
	Iteration 39Q: 3 clusters Score -289941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -289941.375000 Penalty: 3915.396729
	Iteration 40F: 3 clusters Score -289941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Entering Unmasked Estep 
Score: -2956450.750000 Penalty: 2519.023926
	Iteration 0F: 2 clusters Score -2956451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2938622.500000 Penalty: 5038.047852
	Iteration 0F: 3 clusters Score -2938622 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2944818.000000 Penalty: 5038.047852
	Iteration 1F: 3 clusters Score -2944818 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2945323.500000 Penalty: 5038.047852
	Iteration 2F: 3 clusters Score -2945324 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2945932.500000 Penalty: 5038.047852
	Iteration 3Q: 3 clusters Score -2945932 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2946634.750000 Penalty: 5038.047852
	Iteration 4F: 3 clusters Score -2946635 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2947556.000000 Penalty: 5038.047852
	Iteration 5F: 3 clusters Score -2947556 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2948761.000000 Penalty: 5038.047852
	Iteration 6F: 3 clusters Score -2948761 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2950232.000000 Penalty: 5038.047852
	Iteration 7F: 3 clusters Score -2950232 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2951604.250000 Penalty: 5038.047852
	Iteration 8F: 3 clusters Score -2951604 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2952692.000000 Penalty: 5038.047852
	Iteration 9Q: 3 clusters Score -2952692 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2953350.500000 Penalty: 5038.047852
	Iteration 10Q: 3 clusters Score -2953350 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2953795.500000 Penalty: 5038.047852
	Iteration 11Q: 3 clusters Score -2953796 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2954121.000000 Penalty: 5038.047852
	Iteration 12Q: 3 clusters Score -2954121 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2954314.000000 Penalty: 5038.047852
	Iteration 13Q: 3 clusters Score -2954314 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2954459.250000 Penalty: 5038.047852
	Iteration 14Q: 3 clusters Score -2954459 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2954591.500000 Penalty: 5038.047852
	Iteration 15Q: 3 clusters Score -2954592 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2954744.750000 Penalty: 5038.047852
	Iteration 16Q: 3 clusters Score -2954745 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2954886.250000 Penalty: 5038.047852
	Iteration 17Q: 3 clusters Score -2954886 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2954974.750000 Penalty: 5038.047852
	Iteration 18Q: 3 clusters Score -2954975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2955094.250000 Penalty: 5038.047852
	Iteration 19Q: 3 clusters Score -2955094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2955205.500000 Penalty: 5038.047852
	Iteration 20F: 3 clusters Score -2955206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2955278.750000 Penalty: 5038.047852
	Iteration 21Q: 3 clusters Score -2955279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2955329.500000 Penalty: 5038.047852
	Iteration 22Q: 3 clusters Score -2955330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2955364.500000 Penalty: 5038.047852
	Iteration 23Q: 3 clusters Score -2955364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2955385.250000 Penalty: 5038.047852
	Iteration 24Q: 3 clusters Score -2955385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2955399.750000 Penalty: 5038.047852
	Iteration 25Q: 3 clusters Score -2955400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2955409.500000 Penalty: 5038.047852
	Iteration 26Q: 3 clusters Score -2955410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2955424.250000 Penalty: 5038.047852
	Iteration 27Q: 3 clusters Score -2955424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2955426.750000 Penalty: 5038.047852
	Iteration 28Q: 3 clusters Score -2955427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2955429.500000 Penalty: 5038.047852
	Iteration 29Q: 3 clusters Score -2955430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2955432.500000 Penalty: 5038.047852
	Iteration 30Q: 3 clusters Score -2955432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2955432.500000 Penalty: 5038.047852
	Iteration 31Q: 3 clusters Score -2955432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2955434.750000 Penalty: 5038.047852
	Iteration 32Q: 3 clusters Score -2955435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2955436.500000 Penalty: 5038.047852
	Iteration 33Q: 3 clusters Score -2955436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2955438.750000 Penalty: 5038.047852
	Iteration 34Q: 3 clusters Score -2955439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2955440.500000 Penalty: 5038.047852
	Iteration 35Q: 3 clusters Score -2955440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2955441.750000 Penalty: 5038.047852
	Iteration 36Q: 3 clusters Score -2955442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2955441.750000 Penalty: 5038.047852
	Iteration 37F: 3 clusters Score -2955442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -27981.962891 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -27981.96 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 147 members 
Entering Unmasked Estep 
Score: -26693.283203 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -26693.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26800.775391 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -26800.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26827.265625 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -26827.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26873.988281 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -26873.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26877.203125 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -26877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26877.203125 Penalty: 2780.477783
	Iteration 5F: 3 clusters Score -26877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Entering Unmasked Estep 
Score: -3630559.000000 Penalty: 2575.009277
	Iteration 0F: 2 clusters Score -3630559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3608425.000000 Penalty: 5150.018555
	Iteration 0F: 3 clusters Score -3608425 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3616401.750000 Penalty: 5150.018555
	Iteration 1F: 3 clusters Score -3616402 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3616958.750000 Penalty: 5150.018555
	Iteration 2Q: 3 clusters Score -3616959 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3617561.000000 Penalty: 5150.018555
	Iteration 3Q: 3 clusters Score -3617561 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3618217.000000 Penalty: 5150.018555
	Iteration 4Q: 3 clusters Score -3618217 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3618934.000000 Penalty: 5150.018555
	Iteration 5Q: 3 clusters Score -3618934 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3619739.000000 Penalty: 5150.018555
	Iteration 6F: 3 clusters Score -3619739 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3620516.000000 Penalty: 5150.018555
	Iteration 7F: 3 clusters Score -3620516 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3621322.000000 Penalty: 5150.018555
	Iteration 8F: 3 clusters Score -3621322 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3622035.750000 Penalty: 5150.018555
	Iteration 9Q: 3 clusters Score -3622036 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3622656.250000 Penalty: 5150.018555
	Iteration 10Q: 3 clusters Score -3622656 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3623172.750000 Penalty: 5150.018555
	Iteration 11Q: 3 clusters Score -3623173 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3623676.250000 Penalty: 5150.018555
	Iteration 12Q: 3 clusters Score -3623676 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3624161.000000 Penalty: 5150.018555
	Iteration 13Q: 3 clusters Score -3624161 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3624828.250000 Penalty: 5150.018555
	Iteration 14Q: 3 clusters Score -3624828 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3626060.750000 Penalty: 5150.018555
	Iteration 15Q: 3 clusters Score -3626061 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3627506.500000 Penalty: 5150.018555
	Iteration 16Q: 3 clusters Score -3627506 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3627881.000000 Penalty: 5150.018555
	Iteration 17Q: 3 clusters Score -3627881 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3628036.000000 Penalty: 5150.018555
	Iteration 18Q: 3 clusters Score -3628036 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3628099.000000 Penalty: 5150.018555
	Iteration 19Q: 3 clusters Score -3628099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3628144.500000 Penalty: 5150.018555
	Iteration 20F: 3 clusters Score -3628144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3628169.000000 Penalty: 5150.018555
	Iteration 21Q: 3 clusters Score -3628169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3628209.250000 Penalty: 5150.018555
	Iteration 22Q: 3 clusters Score -3628209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -3628248.250000 Penalty: 5150.018555
	Iteration 23Q: 3 clusters Score -3628248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3628277.250000 Penalty: 5150.018555
	Iteration 24Q: 3 clusters Score -3628277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3628291.750000 Penalty: 5150.018555
	Iteration 25Q: 3 clusters Score -3628292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3628302.250000 Penalty: 5150.018555
	Iteration 26Q: 3 clusters Score -3628302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -3628320.500000 Penalty: 5150.018555
	Iteration 27Q: 3 clusters Score -3628320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3628334.500000 Penalty: 5150.018555
	Iteration 28Q: 3 clusters Score -3628334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3628351.500000 Penalty: 5150.018555
	Iteration 29Q: 3 clusters Score -3628352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3628374.000000 Penalty: 5150.018555
	Iteration 30Q: 3 clusters Score -3628374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3628388.250000 Penalty: 5150.018555
	Iteration 31Q: 3 clusters Score -3628388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3628405.750000 Penalty: 5150.018555
	Iteration 32Q: 3 clusters Score -3628406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3628410.250000 Penalty: 5150.018555
	Iteration 33Q: 3 clusters Score -3628410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3628422.250000 Penalty: 5150.018555
	Iteration 34Q: 3 clusters Score -3628422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3628429.000000 Penalty: 5150.018555
	Iteration 35Q: 3 clusters Score -3628429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3628432.250000 Penalty: 5150.018555
	Iteration 36Q: 3 clusters Score -3628432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3628436.500000 Penalty: 5150.018555
	Iteration 37Q: 3 clusters Score -3628436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3628443.250000 Penalty: 5150.018555
	Iteration 38Q: 3 clusters Score -3628443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3628445.250000 Penalty: 5150.018555
	Iteration 39Q: 3 clusters Score -3628445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3628444.250000 Penalty: 5150.018555
	Iteration 40F: 3 clusters Score -3628444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3628444.750000 Penalty: 5150.018555
	Iteration 41Q: 3 clusters Score -3628445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3628449.000000 Penalty: 5150.018555
	Iteration 42Q: 3 clusters Score -3628449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3628449.250000 Penalty: 5150.018555
	Iteration 43Q: 3 clusters Score -3628449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3628446.250000 Penalty: 5150.018555
	Iteration 44Q: 3 clusters Score -3628446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3628450.250000 Penalty: 5150.018555
	Iteration 45Q: 3 clusters Score -3628450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3628448.500000 Penalty: 5150.018555
	Iteration 46Q: 3 clusters Score -3628448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3628446.250000 Penalty: 5150.018555
	Iteration 47Q: 3 clusters Score -3628446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3628449.250000 Penalty: 5150.018555
	Iteration 48Q: 3 clusters Score -3628449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3628449.250000 Penalty: 5150.018555
	Iteration 49F: 3 clusters Score -3628449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (305817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305817 members 
Entering Unmasked Estep 
Score: -34986624.000000 Penalty: 3132.424072
	Iteration 0F: 2 clusters Score -3.498662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 152547 members 
Entering Unmasked Estep 
Score: -34792152.000000 Penalty: 6264.848145
	Iteration 0F: 3 clusters Score -3.479215e+07 nChanged 148383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -34880268.000000 Penalty: 6264.848145
	Iteration 1F: 3 clusters Score -3.488027e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 139133 members 
Entering Unmasked Estep 
Score: -34882032.000000 Penalty: 6264.848145
	Iteration 2Q: 3 clusters Score -3.488203e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174889 members 
Mstep: Class 2 contains 130928 members 
Entering Unmasked Estep 
Score: -34884740.000000 Penalty: 6264.848145
	Iteration 3Q: 3 clusters Score -3.488474e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187649 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -34889980.000000 Penalty: 6264.848145
	Iteration 4Q: 3 clusters Score -3.488998e+07 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206596 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -34900372.000000 Penalty: 6264.848145
	Iteration 5F: 3 clusters Score -3.490037e+07 nChanged 25942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232386 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -34918296.000000 Penalty: 6264.848145
	Iteration 6F: 3 clusters Score -3.49183e+07 nChanged 29352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261688 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -34944244.000000 Penalty: 6264.848145
	Iteration 7F: 3 clusters Score -3.494424e+07 nChanged 24132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285808 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -34966932.000000 Penalty: 6264.848145
	Iteration 8F: 3 clusters Score -3.496693e+07 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298874 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -34978288.000000 Penalty: 6264.848145
	Iteration 9Q: 3 clusters Score -3.497829e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303596 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -34981996.000000 Penalty: 6264.848145
	Iteration 10Q: 3 clusters Score -3.4982e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304869 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -34983220.000000 Penalty: 6264.848145
	Iteration 11Q: 3 clusters Score -3.498322e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305217 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -34983596.000000 Penalty: 6264.848145
	Iteration 12Q: 3 clusters Score -3.49836e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -34983728.000000 Penalty: 6264.848145
	Iteration 13Q: 3 clusters Score -3.498373e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305365 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34983768.000000 Penalty: 6264.848145
	Iteration 14Q: 3 clusters Score -3.498377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305379 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34983800.000000 Penalty: 6264.848145
	Iteration 15Q: 3 clusters Score -3.49838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305378 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -34983832.000000 Penalty: 6264.848145
	Iteration 16Q: 3 clusters Score -3.498383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34983868.000000 Penalty: 6264.848145
	Iteration 17Q: 3 clusters Score -3.498387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305381 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34983876.000000 Penalty: 6264.848145
	Iteration 18Q: 3 clusters Score -3.498388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305382 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34983908.000000 Penalty: 6264.848145
	Iteration 19Q: 3 clusters Score -3.498391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -34983880.000000 Penalty: 6264.848145
	Iteration 20F: 3 clusters Score -3.498388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305378 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -34983888.000000 Penalty: 6264.848145
	Iteration 21Q: 3 clusters Score -3.498389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34983900.000000 Penalty: 6264.848145
	Iteration 22Q: 3 clusters Score -3.49839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34983904.000000 Penalty: 6264.848145
	Iteration 23Q: 3 clusters Score -3.49839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34983904.000000 Penalty: 6264.848145
	Iteration 24F: 3 clusters Score -3.49839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -254394.453125 Penalty: 1907.077515
	Iteration 0F: 2 clusters Score -254394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -251641.203125 Penalty: 3814.155029
	Iteration 0F: 3 clusters Score -251641.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -252172.093750 Penalty: 3814.155029
	Iteration 1F: 3 clusters Score -252172.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252281.781250 Penalty: 3814.155029
	Iteration 2F: 3 clusters Score -252281.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252339.421875 Penalty: 3814.155029
	Iteration 3Q: 3 clusters Score -252339.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252372.078125 Penalty: 3814.155029
	Iteration 4Q: 3 clusters Score -252372.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252395.656250 Penalty: 3814.155029
	Iteration 5Q: 3 clusters Score -252395.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252408.421875 Penalty: 3814.155029
	Iteration 6Q: 3 clusters Score -252408.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -252419.718750 Penalty: 3814.155029
	Iteration 7Q: 3 clusters Score -252419.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -252426.265625 Penalty: 3814.155029
	Iteration 8Q: 3 clusters Score -252426.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252431.546875 Penalty: 3814.155029
	Iteration 9Q: 3 clusters Score -252431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252438.265625 Penalty: 3814.155029
	Iteration 10Q: 3 clusters Score -252438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252440.468750 Penalty: 3814.155029
	Iteration 11Q: 3 clusters Score -252440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -252441.843750 Penalty: 3814.155029
	Iteration 12Q: 3 clusters Score -252441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252443.843750 Penalty: 3814.155029
	Iteration 13Q: 3 clusters Score -252443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252448.062500 Penalty: 3814.155029
	Iteration 14Q: 3 clusters Score -252448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252451.953125 Penalty: 3814.155029
	Iteration 15Q: 3 clusters Score -252452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -252453.015625 Penalty: 3814.155029
	Iteration 16Q: 3 clusters Score -252453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -252456.250000 Penalty: 3814.155029
	Iteration 17Q: 3 clusters Score -252456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252457.078125 Penalty: 3814.155029
	Iteration 18Q: 3 clusters Score -252457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252458.968750 Penalty: 3814.155029
	Iteration 19Q: 3 clusters Score -252459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252462.953125 Penalty: 3814.155029
	Iteration 20F: 3 clusters Score -252463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252466.500000 Penalty: 3814.155029
	Iteration 21Q: 3 clusters Score -252466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -252467.406250 Penalty: 3814.155029
	Iteration 22Q: 3 clusters Score -252467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -252471.031250 Penalty: 3814.155029
	Iteration 23Q: 3 clusters Score -252471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252473.687500 Penalty: 3814.155029
	Iteration 24Q: 3 clusters Score -252473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -252475.703125 Penalty: 3814.155029
	Iteration 25Q: 3 clusters Score -252475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -252478.078125 Penalty: 3814.155029
	Iteration 26Q: 3 clusters Score -252478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252479.875000 Penalty: 3814.155029
	Iteration 27Q: 3 clusters Score -252479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -252480.906250 Penalty: 3814.155029
	Iteration 28Q: 3 clusters Score -252480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -252482.328125 Penalty: 3814.155029
	Iteration 29Q: 3 clusters Score -252482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -252483.375000 Penalty: 3814.155029
	Iteration 30Q: 3 clusters Score -252483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -252484.453125 Penalty: 3814.155029
	Iteration 31Q: 3 clusters Score -252484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252484.593750 Penalty: 3814.155029
	Iteration 32Q: 3 clusters Score -252484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252484.593750 Penalty: 3814.155029
	Iteration 33F: 3 clusters Score -252484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Entering Unmasked Estep 
Score: -14826515.000000 Penalty: 2916.750244
	Iteration 0F: 2 clusters Score -1.482652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -14740881.000000 Penalty: 5833.500488
	Iteration 0F: 3 clusters Score -1.474088e+07 nChanged 61073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -14776301.000000 Penalty: 5833.500488
	Iteration 1F: 3 clusters Score -1.47763e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -14777228.000000 Penalty: 5833.500488
	Iteration 2Q: 3 clusters Score -1.477723e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -14778585.000000 Penalty: 5833.500488
	Iteration 3Q: 3 clusters Score -1.477858e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -14780355.000000 Penalty: 5833.500488
	Iteration 4Q: 3 clusters Score -1.478036e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -14782532.000000 Penalty: 5833.500488
	Iteration 5Q: 3 clusters Score -1.478253e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -14786175.000000 Penalty: 5833.500488
	Iteration 6F: 3 clusters Score -1.478618e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -14790979.000000 Penalty: 5833.500488
	Iteration 7F: 3 clusters Score -1.479098e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -14796443.000000 Penalty: 5833.500488
	Iteration 8F: 3 clusters Score -1.479644e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -14801876.000000 Penalty: 5833.500488
	Iteration 9F: 3 clusters Score -1.480188e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -14806102.000000 Penalty: 5833.500488
	Iteration 10F: 3 clusters Score -1.48061e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -14809015.000000 Penalty: 5833.500488
	Iteration 11Q: 3 clusters Score -1.480902e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -14810964.000000 Penalty: 5833.500488
	Iteration 12Q: 3 clusters Score -1.481096e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -14812260.000000 Penalty: 5833.500488
	Iteration 13Q: 3 clusters Score -1.481226e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -14813288.000000 Penalty: 5833.500488
	Iteration 14Q: 3 clusters Score -1.481329e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -14814194.000000 Penalty: 5833.500488
	Iteration 15Q: 3 clusters Score -1.481419e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -14815165.000000 Penalty: 5833.500488
	Iteration 16Q: 3 clusters Score -1.481516e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -14816020.000000 Penalty: 5833.500488
	Iteration 17Q: 3 clusters Score -1.481602e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14816893.000000 Penalty: 5833.500488
	Iteration 18Q: 3 clusters Score -1.481689e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -14817783.000000 Penalty: 5833.500488
	Iteration 19Q: 3 clusters Score -1.481778e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -14818697.000000 Penalty: 5833.500488
	Iteration 20F: 3 clusters Score -1.48187e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -14819574.000000 Penalty: 5833.500488
	Iteration 21Q: 3 clusters Score -1.481957e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -14820301.000000 Penalty: 5833.500488
	Iteration 22Q: 3 clusters Score -1.48203e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -14821053.000000 Penalty: 5833.500488
	Iteration 23Q: 3 clusters Score -1.482105e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -14821568.000000 Penalty: 5833.500488
	Iteration 24Q: 3 clusters Score -1.482157e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -14822041.000000 Penalty: 5833.500488
	Iteration 25Q: 3 clusters Score -1.482204e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 124191 members 
Entering Unmasked Estep 
Score: -14822400.000000 Penalty: 5833.500488
	Iteration 26Q: 3 clusters Score -1.48224e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -14822680.000000 Penalty: 5833.500488
	Iteration 27Q: 3 clusters Score -1.482268e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -14822916.000000 Penalty: 5833.500488
	Iteration 28Q: 3 clusters Score -1.482292e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 125638 members 
Entering Unmasked Estep 
Score: -14823172.000000 Penalty: 5833.500488
	Iteration 29Q: 3 clusters Score -1.482317e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -14823346.000000 Penalty: 5833.500488
	Iteration 30Q: 3 clusters Score -1.482335e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -14823440.000000 Penalty: 5833.500488
	Iteration 31Q: 3 clusters Score -1.482344e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -14823491.000000 Penalty: 5833.500488
	Iteration 32Q: 3 clusters Score -1.482349e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -14823562.000000 Penalty: 5833.500488
	Iteration 33Q: 3 clusters Score -1.482356e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -14823644.000000 Penalty: 5833.500488
	Iteration 34Q: 3 clusters Score -1.482364e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -14823682.000000 Penalty: 5833.500488
	Iteration 35Q: 3 clusters Score -1.482368e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 126928 members 
Entering Unmasked Estep 
Score: -14823744.000000 Penalty: 5833.500488
	Iteration 36Q: 3 clusters Score -1.482374e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -14823791.000000 Penalty: 5833.500488
	Iteration 37Q: 3 clusters Score -1.482379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 127066 members 
Entering Unmasked Estep 
Score: -14823834.000000 Penalty: 5833.500488
	Iteration 38Q: 3 clusters Score -1.482383e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 127118 members 
Entering Unmasked Estep 
Score: -14823856.000000 Penalty: 5833.500488
	Iteration 39Q: 3 clusters Score -1.482386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 127148 members 
Entering Unmasked Estep 
Score: -14823887.000000 Penalty: 5833.500488
	Iteration 40F: 3 clusters Score -1.482389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 127178 members 
Entering Unmasked Estep 
Score: -14823913.000000 Penalty: 5833.500488
	Iteration 41Q: 3 clusters Score -1.482391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -14823939.000000 Penalty: 5833.500488
	Iteration 42Q: 3 clusters Score -1.482394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 127230 members 
Entering Unmasked Estep 
Score: -14823956.000000 Penalty: 5833.500488
	Iteration 43Q: 3 clusters Score -1.482396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -14823966.000000 Penalty: 5833.500488
	Iteration 44Q: 3 clusters Score -1.482397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 127247 members 
Entering Unmasked Estep 
Score: -14823964.000000 Penalty: 5833.500488
	Iteration 45Q: 3 clusters Score -1.482396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -14823963.000000 Penalty: 5833.500488
	Iteration 46Q: 3 clusters Score -1.482396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 127260 members 
Entering Unmasked Estep 
Score: -14823968.000000 Penalty: 5833.500488
	Iteration 47Q: 3 clusters Score -1.482397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -14823963.000000 Penalty: 5833.500488
	Iteration 48Q: 3 clusters Score -1.482396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 127266 members 
Entering Unmasked Estep 
Score: -14823970.000000 Penalty: 5833.500488
	Iteration 49Q: 3 clusters Score -1.482397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -14823974.000000 Penalty: 5833.500488
	Iteration 50Q: 3 clusters Score -1.482397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -14823966.000000 Penalty: 5833.500488
	Iteration 51Q: 3 clusters Score -1.482397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -14823964.000000 Penalty: 5833.500488
	Iteration 52Q: 3 clusters Score -1.482396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -14823971.000000 Penalty: 5833.500488
	Iteration 53Q: 3 clusters Score -1.482397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -14823970.000000 Penalty: 5833.500488
	Iteration 54Q: 3 clusters Score -1.482397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -14823970.000000 Penalty: 5833.500488
	Iteration 55F: 3 clusters Score -1.482397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -128046.484375 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -128046.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126076.921875 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -126076.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127876.898438 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -127876.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -129421.203125 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -129421.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -130585.992188 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -130586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131334.812500 Penalty: 3603.306152
	Iteration 4F: 3 clusters Score -131334.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131759.375000 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -131759.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -131870.703125 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -131870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131955.000000 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -131955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -132130.250000 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -132130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -132645.500000 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -132645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -133279.875000 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -133279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -133285.578125 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -133285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -133288.843750 Penalty: 3603.306152
	Iteration 12F: 3 clusters Score -133288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -133291.875000 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -133291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -133291.875000 Penalty: 3603.306152
	Iteration 14F: 3 clusters Score -133291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 99817 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 53514 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165861 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25780 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 305817 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128167 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64288 members 
Mstep: Class 23 contains 961 members 
Entering Unmasked Estep 
Score: -114588312.000000 Penalty: 78900.445312
Splitting cluster 18 changes total score from -114584712.000000 to -114588312.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -141277.406250 Penalty: 1808.330688
	Iteration 0F: 2 clusters Score -141277.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139094.328125 Penalty: 3616.661377
	Iteration 0F: 3 clusters Score -139094.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140136.453125 Penalty: 3616.661377
	Iteration 1F: 3 clusters Score -140136.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141052.921875 Penalty: 3616.661377
	Iteration 2F: 3 clusters Score -141052.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -142143.109375 Penalty: 3616.661377
	Iteration 3F: 3 clusters Score -142143.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -143382.593750 Penalty: 3616.661377
	Iteration 4F: 3 clusters Score -143382.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143843.031250 Penalty: 3616.661377
	Iteration 5F: 3 clusters Score -143843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -144275.078125 Penalty: 3616.661377
	Iteration 6Q: 3 clusters Score -144275.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144500.875000 Penalty: 3616.661377
	Iteration 7Q: 3 clusters Score -144500.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144624.078125 Penalty: 3616.661377
	Iteration 8Q: 3 clusters Score -144624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144646.250000 Penalty: 3616.661377
	Iteration 9Q: 3 clusters Score -144646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144655.140625 Penalty: 3616.661377
	Iteration 10Q: 3 clusters Score -144655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -144665.187500 Penalty: 3616.661377
	Iteration 11Q: 3 clusters Score -144665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144673.625000 Penalty: 3616.661377
	Iteration 12Q: 3 clusters Score -144673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144686.765625 Penalty: 3616.661377
	Iteration 13Q: 3 clusters Score -144686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -144720.234375 Penalty: 3616.661377
	Iteration 14Q: 3 clusters Score -144720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144765.046875 Penalty: 3616.661377
	Iteration 15Q: 3 clusters Score -144765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144786.031250 Penalty: 3616.661377
	Iteration 16Q: 3 clusters Score -144786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144792.296875 Penalty: 3616.661377
	Iteration 17Q: 3 clusters Score -144792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144794.062500 Penalty: 3616.661377
	Iteration 18Q: 3 clusters Score -144794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144794.062500 Penalty: 3616.661377
	Iteration 19F: 3 clusters Score -144794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 99817 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 53514 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165861 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25780 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 305817 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128167 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64288 members 
Mstep: Class 23 contains 961 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
Score: -114590272.000000 Penalty: 82330.898438
Splitting cluster 19 changes total score from -114584712.000000 to -114590272.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (15672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Entering Unmasked Estep 
Score: -1842567.625000 Penalty: 2395.588379
	Iteration 0F: 2 clusters Score -1842568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1831342.500000 Penalty: 4791.176758
	Iteration 0F: 3 clusters Score -1831342 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1834825.500000 Penalty: 4791.176758
	Iteration 1F: 3 clusters Score -1834826 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1835097.375000 Penalty: 4791.176758
	Iteration 2F: 3 clusters Score -1835097 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1835303.625000 Penalty: 4791.176758
	Iteration 3Q: 3 clusters Score -1835304 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1835486.375000 Penalty: 4791.176758
	Iteration 4Q: 3 clusters Score -1835486 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1835717.875000 Penalty: 4791.176758
	Iteration 5Q: 3 clusters Score -1835718 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1835950.750000 Penalty: 4791.176758
	Iteration 6Q: 3 clusters Score -1835951 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1836222.250000 Penalty: 4791.176758
	Iteration 7Q: 3 clusters Score -1836222 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1836456.625000 Penalty: 4791.176758
	Iteration 8Q: 3 clusters Score -1836457 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1836709.750000 Penalty: 4791.176758
	Iteration 9Q: 3 clusters Score -1836710 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1836980.625000 Penalty: 4791.176758
	Iteration 10Q: 3 clusters Score -1836981 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1837268.375000 Penalty: 4791.176758
	Iteration 11Q: 3 clusters Score -1837268 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1837591.125000 Penalty: 4791.176758
	Iteration 12Q: 3 clusters Score -1837591 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1837934.000000 Penalty: 4791.176758
	Iteration 13Q: 3 clusters Score -1837934 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1838225.000000 Penalty: 4791.176758
	Iteration 14Q: 3 clusters Score -1838225 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1838430.125000 Penalty: 4791.176758
	Iteration 15Q: 3 clusters Score -1838430 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1838575.250000 Penalty: 4791.176758
	Iteration 16Q: 3 clusters Score -1838575 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1838655.500000 Penalty: 4791.176758
	Iteration 17Q: 3 clusters Score -1838656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1838705.750000 Penalty: 4791.176758
	Iteration 18Q: 3 clusters Score -1838706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1838735.875000 Penalty: 4791.176758
	Iteration 19Q: 3 clusters Score -1838736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1838754.125000 Penalty: 4791.176758
	Iteration 20F: 3 clusters Score -1838754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1838779.250000 Penalty: 4791.176758
	Iteration 21Q: 3 clusters Score -1838779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1838795.625000 Penalty: 4791.176758
	Iteration 22Q: 3 clusters Score -1838796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1838803.750000 Penalty: 4791.176758
	Iteration 23Q: 3 clusters Score -1838804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1838819.625000 Penalty: 4791.176758
	Iteration 24Q: 3 clusters Score -1838820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1838829.250000 Penalty: 4791.176758
	Iteration 25Q: 3 clusters Score -1838829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1838834.500000 Penalty: 4791.176758
	Iteration 26Q: 3 clusters Score -1838834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1838855.375000 Penalty: 4791.176758
	Iteration 27Q: 3 clusters Score -1838855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1838867.125000 Penalty: 4791.176758
	Iteration 28Q: 3 clusters Score -1838867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1838871.000000 Penalty: 4791.176758
	Iteration 29Q: 3 clusters Score -1838871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1838883.625000 Penalty: 4791.176758
	Iteration 30Q: 3 clusters Score -1838884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1838887.875000 Penalty: 4791.176758
	Iteration 31Q: 3 clusters Score -1838888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1838895.500000 Penalty: 4791.176758
	Iteration 32Q: 3 clusters Score -1838896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1838896.375000 Penalty: 4791.176758
	Iteration 33Q: 3 clusters Score -1838896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1838898.750000 Penalty: 4791.176758
	Iteration 34Q: 3 clusters Score -1838899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1838911.000000 Penalty: 4791.176758
	Iteration 35Q: 3 clusters Score -1838911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1838906.875000 Penalty: 4791.176758
	Iteration 36Q: 3 clusters Score -1838907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1838910.625000 Penalty: 4791.176758
	Iteration 37Q: 3 clusters Score -1838911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1838910.625000 Penalty: 4791.176758
	Iteration 38Q: 3 clusters Score -1838911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1838916.000000 Penalty: 4791.176758
	Iteration 39Q: 3 clusters Score -1838916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1838920.750000 Penalty: 4791.176758
	Iteration 40F: 3 clusters Score -1838921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1838923.750000 Penalty: 4791.176758
	Iteration 41Q: 3 clusters Score -1838924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1838926.125000 Penalty: 4791.176758
	Iteration 42Q: 3 clusters Score -1838926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1838928.250000 Penalty: 4791.176758
	Iteration 43Q: 3 clusters Score -1838928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1838935.250000 Penalty: 4791.176758
	Iteration 44Q: 3 clusters Score -1838935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1838944.750000 Penalty: 4791.176758
	Iteration 45Q: 3 clusters Score -1838945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1838947.250000 Penalty: 4791.176758
	Iteration 46Q: 3 clusters Score -1838947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1838952.000000 Penalty: 4791.176758
	Iteration 47Q: 3 clusters Score -1838952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1838959.500000 Penalty: 4791.176758
	Iteration 48Q: 3 clusters Score -1838960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1838956.750000 Penalty: 4791.176758
	Iteration 49Q: 3 clusters Score -1838957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1838959.875000 Penalty: 4791.176758
	Iteration 50Q: 3 clusters Score -1838960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1838968.000000 Penalty: 4791.176758
	Iteration 51Q: 3 clusters Score -1838968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1838963.375000 Penalty: 4791.176758
	Iteration 52Q: 3 clusters Score -1838963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1838966.750000 Penalty: 4791.176758
	Iteration 53Q: 3 clusters Score -1838967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1838968.875000 Penalty: 4791.176758
	Iteration 54Q: 3 clusters Score -1838969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1838974.625000 Penalty: 4791.176758
	Iteration 55Q: 3 clusters Score -1838975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1838975.250000 Penalty: 4791.176758
	Iteration 56Q: 3 clusters Score -1838975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1838976.125000 Penalty: 4791.176758
	Iteration 57Q: 3 clusters Score -1838976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1838973.625000 Penalty: 4791.176758
	Iteration 58Q: 3 clusters Score -1838974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1838976.875000 Penalty: 4791.176758
	Iteration 59Q: 3 clusters Score -1838977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1838974.875000 Penalty: 4791.176758
	Iteration 60F: 3 clusters Score -1838975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1838972.250000 Penalty: 4791.176758
	Iteration 61Q: 3 clusters Score -1838972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1838975.125000 Penalty: 4791.176758
	Iteration 62Q: 3 clusters Score -1838975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1838980.625000 Penalty: 4791.176758
	Iteration 63Q: 3 clusters Score -1838981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1838981.375000 Penalty: 4791.176758
	Iteration 64Q: 3 clusters Score -1838981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1838981.500000 Penalty: 4791.176758
	Iteration 65Q: 3 clusters Score -1838982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1838981.250000 Penalty: 4791.176758
	Iteration 66Q: 3 clusters Score -1838981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1838983.000000 Penalty: 4791.176758
	Iteration 67Q: 3 clusters Score -1838983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1838982.000000 Penalty: 4791.176758
	Iteration 68Q: 3 clusters Score -1838982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1838979.125000 Penalty: 4791.176758
	Iteration 69Q: 3 clusters Score -1838979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1838982.125000 Penalty: 4791.176758
	Iteration 70Q: 3 clusters Score -1838982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1838981.250000 Penalty: 4791.176758
	Iteration 71Q: 3 clusters Score -1838981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1838984.250000 Penalty: 4791.176758
	Iteration 72Q: 3 clusters Score -1838984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1838982.000000 Penalty: 4791.176758
	Iteration 73Q: 3 clusters Score -1838982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1838984.750000 Penalty: 4791.176758
	Iteration 74Q: 3 clusters Score -1838985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1838984.000000 Penalty: 4791.176758
	Iteration 75Q: 3 clusters Score -1838984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1838983.375000 Penalty: 4791.176758
	Iteration 76Q: 3 clusters Score -1838983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1838981.625000 Penalty: 4791.176758
	Iteration 77Q: 3 clusters Score -1838982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1838983.375000 Penalty: 4791.176758
	Iteration 78Q: 3 clusters Score -1838983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1838983.375000 Penalty: 4791.176758
	Iteration 79F: 3 clusters Score -1838983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2069448.750000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -2069449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2056847.625000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -2056848 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2060953.000000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -2060953 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2061357.875000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -2061358 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2061706.500000 Penalty: 4850.159668
	Iteration 3Q: 3 clusters Score -2061706 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2062100.250000 Penalty: 4850.159668
	Iteration 4Q: 3 clusters Score -2062100 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2062592.875000 Penalty: 4850.159668
	Iteration 5Q: 3 clusters Score -2062593 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2063240.000000 Penalty: 4850.159668
	Iteration 6F: 3 clusters Score -2063240 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2064083.750000 Penalty: 4850.159668
	Iteration 7F: 3 clusters Score -2064084 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2065102.375000 Penalty: 4850.159668
	Iteration 8F: 3 clusters Score -2065102 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2065980.875000 Penalty: 4850.159668
	Iteration 9F: 3 clusters Score -2065981 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2066587.000000 Penalty: 4850.159668
	Iteration 10Q: 3 clusters Score -2066587 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2066914.125000 Penalty: 4850.159668
	Iteration 11Q: 3 clusters Score -2066914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2067081.500000 Penalty: 4850.159668
	Iteration 12Q: 3 clusters Score -2067082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2067160.500000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -2067160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2067218.500000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -2067218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2067256.125000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -2067256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2067287.750000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -2067288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2067310.500000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -2067310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2067323.125000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -2067323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2067333.875000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -2067334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2067351.375000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -2067351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2067373.375000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -2067373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2067374.875000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -2067375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2067382.500000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -2067382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2067389.375000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -2067389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2067397.625000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -2067398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2067397.625000 Penalty: 4850.159668
	Iteration 26F: 3 clusters Score -2067398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Entering Unmasked Estep 
Score: -7498348.500000 Penalty: 2745.639648
	Iteration 0F: 2 clusters Score -7498348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -7455291.500000 Penalty: 5491.279297
	Iteration 0F: 3 clusters Score -7455292 nChanged 29962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -7472429.500000 Penalty: 5491.279297
	Iteration 1F: 3 clusters Score -7472430 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -7473451.000000 Penalty: 5491.279297
	Iteration 2Q: 3 clusters Score -7473451 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7474978.000000 Penalty: 5491.279297
	Iteration 3F: 3 clusters Score -7474978 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -7477483.500000 Penalty: 5491.279297
	Iteration 4F: 3 clusters Score -7477484 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -7481502.000000 Penalty: 5491.279297
	Iteration 5F: 3 clusters Score -7481502 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -7486664.500000 Penalty: 5491.279297
	Iteration 6F: 3 clusters Score -7486664 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -7491280.500000 Penalty: 5491.279297
	Iteration 7F: 3 clusters Score -7491280 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -7493974.000000 Penalty: 5491.279297
	Iteration 8Q: 3 clusters Score -7493974 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -7495125.500000 Penalty: 5491.279297
	Iteration 9Q: 3 clusters Score -7495126 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -7495567.000000 Penalty: 5491.279297
	Iteration 10Q: 3 clusters Score -7495567 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -7495765.000000 Penalty: 5491.279297
	Iteration 11Q: 3 clusters Score -7495765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7495850.500000 Penalty: 5491.279297
	Iteration 12Q: 3 clusters Score -7495850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -7495904.000000 Penalty: 5491.279297
	Iteration 13Q: 3 clusters Score -7495904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -7495944.500000 Penalty: 5491.279297
	Iteration 14Q: 3 clusters Score -7495944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -7495962.500000 Penalty: 5491.279297
	Iteration 15Q: 3 clusters Score -7495962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -7495981.500000 Penalty: 5491.279297
	Iteration 16Q: 3 clusters Score -7495982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -7495990.500000 Penalty: 5491.279297
	Iteration 17Q: 3 clusters Score -7495990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -7495996.500000 Penalty: 5491.279297
	Iteration 18Q: 3 clusters Score -7495996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -7496013.500000 Penalty: 5491.279297
	Iteration 19Q: 3 clusters Score -7496014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -7496026.000000 Penalty: 5491.279297
	Iteration 20F: 3 clusters Score -7496026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -7496030.000000 Penalty: 5491.279297
	Iteration 21Q: 3 clusters Score -7496030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -7496036.500000 Penalty: 5491.279297
	Iteration 22Q: 3 clusters Score -7496036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -7496032.000000 Penalty: 5491.279297
	Iteration 23Q: 3 clusters Score -7496032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -7496035.500000 Penalty: 5491.279297
	Iteration 24Q: 3 clusters Score -7496036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -7496039.500000 Penalty: 5491.279297
	Iteration 25Q: 3 clusters Score -7496040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -7496040.000000 Penalty: 5491.279297
	Iteration 26Q: 3 clusters Score -7496040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -7496040.000000 Penalty: 5491.279297
	Iteration 27F: 3 clusters Score -7496040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 99817 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 53514 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165861 members 
Mstep: Class 8 contains 23532 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25780 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 305817 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128167 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 579 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114603040.000000 Penalty: 82330.898438
Iteration 79Q: 25 clusters Score -1.14603e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 646 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 99818 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 53516 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165856 members 
Mstep: Class 8 contains 23534 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36311 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25776 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32308 members 
Mstep: Class 15 contains 305785 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 128156 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 15793 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64286 members 
Mstep: Class 23 contains 1246 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114622168.000000 Penalty: 82330.898438
Iteration 80F: 25 clusters Score -1.146222e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 99816 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 53515 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165843 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36310 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 305770 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 128135 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 17653 members 
Mstep: Class 22 contains 64280 members 
Mstep: Class 23 contains 1386 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114622936.000000 Penalty: 82330.898438
Iteration 81Q: 25 clusters Score -1.146229e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 99814 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 53513 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165832 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32312 members 
Mstep: Class 15 contains 305747 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 128116 members 
Mstep: Class 18 contains 356 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 16040 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 64272 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114623144.000000 Penalty: 82330.898438
Iteration 82Q: 25 clusters Score -1.146231e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 99809 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3210 members 
Mstep: Class 5 contains 53511 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165824 members 
Mstep: Class 8 contains 23546 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25764 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32313 members 
Mstep: Class 15 contains 305731 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 128096 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 20 contains 16171 members 
Mstep: Class 21 contains 17647 members 
Mstep: Class 22 contains 64265 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114623656.000000 Penalty: 82330.898438
Iteration 83Q: 25 clusters Score -1.146237e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 99804 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165824 members 
Mstep: Class 8 contains 23547 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36304 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25761 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32311 members 
Mstep: Class 15 contains 305706 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 17 contains 128077 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 16278 members 
Mstep: Class 21 contains 17644 members 
Mstep: Class 22 contains 64262 members 
Mstep: Class 23 contains 1410 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114623896.000000 Penalty: 82330.898438
Iteration 84Q: 25 clusters Score -1.146239e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 99799 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 53505 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165821 members 
Mstep: Class 8 contains 23554 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25761 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32312 members 
Mstep: Class 15 contains 305677 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 128060 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 16378 members 
Mstep: Class 21 contains 17643 members 
Mstep: Class 22 contains 64260 members 
Mstep: Class 23 contains 1405 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114623960.000000 Penalty: 82330.898438
Iteration 85Q: 25 clusters Score -1.14624e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 99799 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 53500 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165816 members 
Mstep: Class 8 contains 23556 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36308 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25759 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32313 members 
Mstep: Class 15 contains 305646 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 128041 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 16480 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 64263 members 
Mstep: Class 23 contains 1402 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624016.000000 Penalty: 82330.898438
Iteration 86Q: 25 clusters Score -1.14624e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 99797 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 53503 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165813 members 
Mstep: Class 8 contains 23558 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25749 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32312 members 
Mstep: Class 15 contains 305624 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 128024 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 16577 members 
Mstep: Class 21 contains 17642 members 
Mstep: Class 22 contains 64263 members 
Mstep: Class 23 contains 1401 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114623952.000000 Penalty: 82330.898438
Iteration 87Q: 25 clusters Score -1.14624e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 99797 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 53506 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165808 members 
Mstep: Class 8 contains 23561 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36300 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25742 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32314 members 
Mstep: Class 15 contains 305619 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 128001 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 16676 members 
Mstep: Class 21 contains 17643 members 
Mstep: Class 22 contains 64264 members 
Mstep: Class 23 contains 1400 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624072.000000 Penalty: 82330.898438
Iteration 88Q: 25 clusters Score -1.146241e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 99797 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 5 contains 53502 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165805 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36298 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25739 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32315 members 
Mstep: Class 15 contains 305611 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 127983 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 16775 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 64262 members 
Mstep: Class 23 contains 1398 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624216.000000 Penalty: 82330.898438
Iteration 89Q: 25 clusters Score -1.146242e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 99797 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 53504 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 165797 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36301 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 25732 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32317 members 
Mstep: Class 15 contains 305581 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 127956 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 16894 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 64259 members 
Mstep: Class 23 contains 1398 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624296.000000 Penalty: 82330.898438
Iteration 90Q: 25 clusters Score -1.146243e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 99796 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2788 members 
Mstep: Class 5 contains 53502 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165796 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36304 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25727 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32317 members 
Mstep: Class 15 contains 305558 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127923 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 17010 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 64256 members 
Mstep: Class 23 contains 1396 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624384.000000 Penalty: 82330.898438
Iteration 91Q: 25 clusters Score -1.146244e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 99794 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 53501 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165799 members 
Mstep: Class 8 contains 23565 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36303 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25719 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32319 members 
Mstep: Class 15 contains 305531 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127905 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 17114 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 64254 members 
Mstep: Class 23 contains 1396 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624400.000000 Penalty: 82330.898438
Iteration 92Q: 25 clusters Score -1.146244e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 99793 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 53499 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165795 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25717 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32320 members 
Mstep: Class 15 contains 305531 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127887 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 17203 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 64247 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624472.000000 Penalty: 82330.898438
Iteration 93Q: 25 clusters Score -1.146245e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 99793 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 53500 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165789 members 
Mstep: Class 8 contains 23566 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25710 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32323 members 
Mstep: Class 15 contains 305529 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127869 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 634 members 
Mstep: Class 20 contains 17275 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 64243 members 
Mstep: Class 23 contains 1394 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624344.000000 Penalty: 82330.898438
Iteration 94Q: 25 clusters Score -1.146243e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 99793 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 53503 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165786 members 
Mstep: Class 8 contains 23567 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36303 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25707 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32327 members 
Mstep: Class 15 contains 305515 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127846 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 17357 members 
Mstep: Class 21 contains 17637 members 
Mstep: Class 22 contains 64241 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624472.000000 Penalty: 82330.898438
Iteration 95Q: 25 clusters Score -1.146245e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 99790 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 53505 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165785 members 
Mstep: Class 8 contains 23568 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25703 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32328 members 
Mstep: Class 15 contains 305513 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127815 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 64238 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624464.000000 Penalty: 82330.898438
Iteration 96Q: 25 clusters Score -1.146245e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 99787 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 53505 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165787 members 
Mstep: Class 8 contains 23566 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25698 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32330 members 
Mstep: Class 15 contains 305517 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127789 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 636 members 
Mstep: Class 20 contains 17460 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 64232 members 
Mstep: Class 23 contains 1392 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624488.000000 Penalty: 82330.898438
Iteration 97Q: 25 clusters Score -1.146245e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 99783 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2512 members 
Mstep: Class 5 contains 53505 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165788 members 
Mstep: Class 8 contains 23567 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36303 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 25695 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 15 contains 305507 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127779 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 636 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 64229 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624568.000000 Penalty: 82330.898438
Iteration 98Q: 25 clusters Score -1.146246e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 99781 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 53502 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165783 members 
Mstep: Class 8 contains 23565 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36302 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 25694 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 15 contains 305484 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127758 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 637 members 
Mstep: Class 20 contains 17603 members 
Mstep: Class 21 contains 17639 members 
Mstep: Class 22 contains 64226 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624544.000000 Penalty: 82330.898438
Iteration 99Q: 25 clusters Score -1.146245e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 99777 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 53503 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165783 members 
Mstep: Class 8 contains 23566 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36304 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 25691 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32329 members 
Mstep: Class 15 contains 305472 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127743 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 639 members 
Mstep: Class 20 contains 17661 members 
Mstep: Class 21 contains 17638 members 
Mstep: Class 22 contains 64226 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114624608.000000 Penalty: 82330.898438
Iteration 100F: 25 clusters Score -1.146246e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 99774 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2418 members 
Mstep: Class 5 contains 53503 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165780 members 
Mstep: Class 8 contains 23567 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36307 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 25690 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32325 members 
Mstep: Class 15 contains 305463 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127718 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 672 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 17636 members 
Mstep: Class 22 contains 64229 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114625072.000000 Penalty: 82330.898438
Iteration 101Q: 25 clusters Score -1.146251e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 99772 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 53506 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165782 members 
Mstep: Class 8 contains 23567 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36310 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 25689 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32329 members 
Mstep: Class 15 contains 305434 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 127717 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 693 members 
Mstep: Class 20 contains 17781 members 
Mstep: Class 21 contains 17634 members 
Mstep: Class 22 contains 64231 members 
Mstep: Class 23 contains 1327 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114625712.000000 Penalty: 82330.898438
Iteration 102Q: 25 clusters Score -1.146257e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 99774 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165787 members 
Mstep: Class 8 contains 23565 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 12 contains 25687 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 15 contains 305411 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 127712 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 703 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 17634 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626352.000000 Penalty: 82330.898438
Iteration 103Q: 25 clusters Score -1.146264e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 99773 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165788 members 
Mstep: Class 8 contains 23567 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 25688 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32328 members 
Mstep: Class 15 contains 305406 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127705 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 17878 members 
Mstep: Class 21 contains 17635 members 
Mstep: Class 22 contains 64227 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626536.000000 Penalty: 82330.898438
Iteration 104Q: 25 clusters Score -1.146265e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 99771 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165792 members 
Mstep: Class 8 contains 23568 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25687 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32325 members 
Mstep: Class 15 contains 305391 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127692 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 17928 members 
Mstep: Class 21 contains 17634 members 
Mstep: Class 22 contains 64224 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626552.000000 Penalty: 82330.898438
Iteration 105Q: 25 clusters Score -1.146266e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 99768 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165796 members 
Mstep: Class 8 contains 23569 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36310 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25686 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32325 members 
Mstep: Class 15 contains 305378 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 127678 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 17634 members 
Mstep: Class 22 contains 64219 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3412.800537 but Gain 3430.453125
Score: -114626608.000000 Penalty: 78900.445312
Iteration 106Q: 24 clusters Score -1.146266e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 99766 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53552 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165847 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25702 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 32325 members 
Mstep: Class 15 contains 306070 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 128038 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 19006 members 
Mstep: Class 21 contains 17644 members 
Mstep: Class 22 contains 64222 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628808.000000 Penalty: 78900.445312
Iteration 107Q: 24 clusters Score -1.146288e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 99762 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53547 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165806 members 
Mstep: Class 8 contains 23575 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36343 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25691 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32345 members 
Mstep: Class 15 contains 305701 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 127925 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 19568 members 
Mstep: Class 21 contains 17630 members 
Mstep: Class 22 contains 64207 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114629304.000000 Penalty: 78900.445312
Iteration 108Q: 24 clusters Score -1.146293e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 99763 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53539 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 165787 members 
Mstep: Class 8 contains 23579 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36338 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25686 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32346 members 
Mstep: Class 15 contains 305441 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 127778 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 20020 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 64203 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114629672.000000 Penalty: 78900.445312
Iteration 109Q: 24 clusters Score -1.146297e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 99762 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53539 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165778 members 
Mstep: Class 8 contains 23582 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36332 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25679 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32348 members 
Mstep: Class 15 contains 305247 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 127640 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 20373 members 
Mstep: Class 21 contains 17624 members 
Mstep: Class 22 contains 64202 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114629808.000000 Penalty: 78900.445312
Iteration 110Q: 24 clusters Score -1.146298e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 99760 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53544 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165772 members 
Mstep: Class 8 contains 23586 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36325 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 25678 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32346 members 
Mstep: Class 15 contains 305118 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 127533 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 20626 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64201 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630016.000000 Penalty: 78900.445312
Iteration 111Q: 24 clusters Score -1.1463e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 99759 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53551 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165764 members 
Mstep: Class 8 contains 23582 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36324 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25679 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32345 members 
Mstep: Class 15 contains 305024 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 127434 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 20826 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64201 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630240.000000 Penalty: 78900.445312
Iteration 112Q: 24 clusters Score -1.146302e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 99758 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53557 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165766 members 
Mstep: Class 8 contains 23589 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36324 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25676 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32340 members 
Mstep: Class 15 contains 304965 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 127360 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 20954 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 64202 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630256.000000 Penalty: 78900.445312
Iteration 113Q: 24 clusters Score -1.146303e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 99755 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53569 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165764 members 
Mstep: Class 8 contains 23586 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36318 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25675 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32338 members 
Mstep: Class 15 contains 304920 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 127299 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 17615 members 
Mstep: Class 22 contains 64193 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630136.000000 Penalty: 78900.445312
Iteration 114Q: 24 clusters Score -1.146301e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 99754 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53579 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165766 members 
Mstep: Class 8 contains 23583 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36314 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25669 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32337 members 
Mstep: Class 15 contains 304890 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 127245 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21155 members 
Mstep: Class 21 contains 17615 members 
Mstep: Class 22 contains 64187 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630200.000000 Penalty: 78900.445312
Iteration 115Q: 24 clusters Score -1.146302e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 99752 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53587 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165765 members 
Mstep: Class 8 contains 23581 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36306 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25660 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32332 members 
Mstep: Class 15 contains 304869 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 127202 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21224 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 64189 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630264.000000 Penalty: 78900.445312
Iteration 116Q: 24 clusters Score -1.146303e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 99750 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53597 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165765 members 
Mstep: Class 8 contains 23577 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36300 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25652 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32326 members 
Mstep: Class 15 contains 304859 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127154 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21290 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 64189 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630376.000000 Penalty: 78900.445312
Iteration 117Q: 24 clusters Score -1.146304e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 99745 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53615 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23575 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25643 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32324 members 
Mstep: Class 15 contains 304857 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127109 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21334 members 
Mstep: Class 21 contains 17622 members 
Mstep: Class 22 contains 64182 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630304.000000 Penalty: 78900.445312
Iteration 118Q: 24 clusters Score -1.146303e+08 nChanged 131
Entering ConstructFrom: 
Score: -114630304.000000 Penalty: 78900.445312
Entering ConstructFrom: 
Trying to split cluster 1 (30875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Entering Unmasked Estep 
Score: -3611585.000000 Penalty: 2563.750000
	Iteration 0F: 2 clusters Score -3611585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3590346.750000 Penalty: 5127.500000
	Iteration 0F: 3 clusters Score -3590347 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3597941.250000 Penalty: 5127.500000
	Iteration 1F: 3 clusters Score -3597941 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3598403.500000 Penalty: 5127.500000
	Iteration 2Q: 3 clusters Score -3598404 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3598847.000000 Penalty: 5127.500000
	Iteration 3Q: 3 clusters Score -3598847 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3599429.750000 Penalty: 5127.500000
	Iteration 4Q: 3 clusters Score -3599430 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3600220.750000 Penalty: 5127.500000
	Iteration 5F: 3 clusters Score -3600221 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3601380.500000 Penalty: 5127.500000
	Iteration 6F: 3 clusters Score -3601380 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3603139.500000 Penalty: 5127.500000
	Iteration 7F: 3 clusters Score -3603140 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3605221.500000 Penalty: 5127.500000
	Iteration 8F: 3 clusters Score -3605222 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3607067.000000 Penalty: 5127.500000
	Iteration 9F: 3 clusters Score -3607067 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3608298.500000 Penalty: 5127.500000
	Iteration 10Q: 3 clusters Score -3608298 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3608879.750000 Penalty: 5127.500000
	Iteration 11Q: 3 clusters Score -3608880 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3609108.750000 Penalty: 5127.500000
	Iteration 12Q: 3 clusters Score -3609109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3609180.000000 Penalty: 5127.500000
	Iteration 13Q: 3 clusters Score -3609180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3609227.000000 Penalty: 5127.500000
	Iteration 14Q: 3 clusters Score -3609227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3609272.500000 Penalty: 5127.500000
	Iteration 15Q: 3 clusters Score -3609272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -3609306.250000 Penalty: 5127.500000
	Iteration 16Q: 3 clusters Score -3609306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3609315.750000 Penalty: 5127.500000
	Iteration 17Q: 3 clusters Score -3609316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3609321.250000 Penalty: 5127.500000
	Iteration 18Q: 3 clusters Score -3609321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3609328.500000 Penalty: 5127.500000
	Iteration 19Q: 3 clusters Score -3609328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3609333.250000 Penalty: 5127.500000
	Iteration 20F: 3 clusters Score -3609333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3609341.500000 Penalty: 5127.500000
	Iteration 21Q: 3 clusters Score -3609342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3609344.750000 Penalty: 5127.500000
	Iteration 22Q: 3 clusters Score -3609345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3609345.750000 Penalty: 5127.500000
	Iteration 23Q: 3 clusters Score -3609346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3609345.750000 Penalty: 5127.500000
	Iteration 24F: 3 clusters Score -3609346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Entering Unmasked Estep 
Score: -11529628.000000 Penalty: 2854.564697
	Iteration 0F: 2 clusters Score -1.152963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -11462692.000000 Penalty: 5709.129395
	Iteration 0F: 3 clusters Score -1.146269e+07 nChanged 47293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -11489678.000000 Penalty: 5709.129395
	Iteration 1F: 3 clusters Score -1.148968e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -11490392.000000 Penalty: 5709.129395
	Iteration 2Q: 3 clusters Score -1.149039e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -11491228.000000 Penalty: 5709.129395
	Iteration 3Q: 3 clusters Score -1.149123e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -11492079.000000 Penalty: 5709.129395
	Iteration 4Q: 3 clusters Score -1.149208e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -11493342.000000 Penalty: 5709.129395
	Iteration 5Q: 3 clusters Score -1.149334e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -11495540.000000 Penalty: 5709.129395
	Iteration 6Q: 3 clusters Score -1.149554e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -11499106.000000 Penalty: 5709.129395
	Iteration 7F: 3 clusters Score -1.149911e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -11504287.000000 Penalty: 5709.129395
	Iteration 8F: 3 clusters Score -1.150429e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -11510320.000000 Penalty: 5709.129395
	Iteration 9F: 3 clusters Score -1.151032e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -11515633.000000 Penalty: 5709.129395
	Iteration 10F: 3 clusters Score -1.151563e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -11519425.000000 Penalty: 5709.129395
	Iteration 11Q: 3 clusters Score -1.151942e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -11521973.000000 Penalty: 5709.129395
	Iteration 12Q: 3 clusters Score -1.152197e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -11523467.000000 Penalty: 5709.129395
	Iteration 13Q: 3 clusters Score -1.152347e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -11524571.000000 Penalty: 5709.129395
	Iteration 14Q: 3 clusters Score -1.152457e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -11525363.000000 Penalty: 5709.129395
	Iteration 15Q: 3 clusters Score -1.152536e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -11525907.000000 Penalty: 5709.129395
	Iteration 16Q: 3 clusters Score -1.152591e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 97848 members 
Entering Unmasked Estep 
Score: -11526290.000000 Penalty: 5709.129395
	Iteration 17Q: 3 clusters Score -1.152629e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -11526569.000000 Penalty: 5709.129395
	Iteration 18Q: 3 clusters Score -1.152657e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -11526744.000000 Penalty: 5709.129395
	Iteration 19Q: 3 clusters Score -1.152674e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -11526887.000000 Penalty: 5709.129395
	Iteration 20F: 3 clusters Score -1.152689e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -11526948.000000 Penalty: 5709.129395
	Iteration 21Q: 3 clusters Score -1.152695e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -11527016.000000 Penalty: 5709.129395
	Iteration 22Q: 3 clusters Score -1.152702e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -11527058.000000 Penalty: 5709.129395
	Iteration 23Q: 3 clusters Score -1.152706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -11527099.000000 Penalty: 5709.129395
	Iteration 24Q: 3 clusters Score -1.15271e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -11527131.000000 Penalty: 5709.129395
	Iteration 25Q: 3 clusters Score -1.152713e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -11527162.000000 Penalty: 5709.129395
	Iteration 26Q: 3 clusters Score -1.152716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -11527156.000000 Penalty: 5709.129395
	Iteration 27Q: 3 clusters Score -1.152716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -11527182.000000 Penalty: 5709.129395
	Iteration 28Q: 3 clusters Score -1.152718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -11527198.000000 Penalty: 5709.129395
	Iteration 29Q: 3 clusters Score -1.15272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -11527230.000000 Penalty: 5709.129395
	Iteration 30Q: 3 clusters Score -1.152723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -11527253.000000 Penalty: 5709.129395
	Iteration 31Q: 3 clusters Score -1.152725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -11527263.000000 Penalty: 5709.129395
	Iteration 32Q: 3 clusters Score -1.152726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -11527273.000000 Penalty: 5709.129395
	Iteration 33Q: 3 clusters Score -1.152727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -11527287.000000 Penalty: 5709.129395
	Iteration 34Q: 3 clusters Score -1.152729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -11527292.000000 Penalty: 5709.129395
	Iteration 35Q: 3 clusters Score -1.152729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -11527290.000000 Penalty: 5709.129395
	Iteration 36Q: 3 clusters Score -1.152729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -11527288.000000 Penalty: 5709.129395
	Iteration 37Q: 3 clusters Score -1.152729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -11527295.000000 Penalty: 5709.129395
	Iteration 38Q: 3 clusters Score -1.15273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -11527316.000000 Penalty: 5709.129395
	Iteration 39Q: 3 clusters Score -1.152732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -11527326.000000 Penalty: 5709.129395
	Iteration 40F: 3 clusters Score -1.152733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -11527338.000000 Penalty: 5709.129395
	Iteration 41Q: 3 clusters Score -1.152734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -11527372.000000 Penalty: 5709.129395
	Iteration 42Q: 3 clusters Score -1.152737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -11527381.000000 Penalty: 5709.129395
	Iteration 43Q: 3 clusters Score -1.152738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -11527388.000000 Penalty: 5709.129395
	Iteration 44Q: 3 clusters Score -1.152739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -11527397.000000 Penalty: 5709.129395
	Iteration 45Q: 3 clusters Score -1.15274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -11527403.000000 Penalty: 5709.129395
	Iteration 46Q: 3 clusters Score -1.15274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -11527395.000000 Penalty: 5709.129395
	Iteration 47Q: 3 clusters Score -1.15274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -11527408.000000 Penalty: 5709.129395
	Iteration 48Q: 3 clusters Score -1.152741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99199 members 
Entering Unmasked Estep 
Score: -11527417.000000 Penalty: 5709.129395
	Iteration 49Q: 3 clusters Score -1.152742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -11527418.000000 Penalty: 5709.129395
	Iteration 50Q: 3 clusters Score -1.152742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99199 members 
Entering Unmasked Estep 
Score: -11527422.000000 Penalty: 5709.129395
	Iteration 51Q: 3 clusters Score -1.152742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -11527423.000000 Penalty: 5709.129395
	Iteration 52Q: 3 clusters Score -1.152742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -11527417.000000 Penalty: 5709.129395
	Iteration 53Q: 3 clusters Score -1.152742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -11527419.000000 Penalty: 5709.129395
	Iteration 54Q: 3 clusters Score -1.152742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -11527421.000000 Penalty: 5709.129395
	Iteration 55Q: 3 clusters Score -1.152742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -11527416.000000 Penalty: 5709.129395
	Iteration 56Q: 3 clusters Score -1.152742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -11527415.000000 Penalty: 5709.129395
	Iteration 57Q: 3 clusters Score -1.152742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -11527415.000000 Penalty: 5709.129395
	Iteration 58F: 3 clusters Score -1.152742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -53929.925781 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -53929.93 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 274 members 
Entering Unmasked Estep 
Score: -52442.597656 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -52442.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52734.539062 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -52734.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52829.511719 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -52829.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52882.945312 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -52882.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52940.277344 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -52940.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52973.148438 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -52973.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52996.046875 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -52996.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -53005.976562 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -53005.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53009.648438 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -53009.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53014.347656 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -53014.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53017.898438 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -53017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53023.535156 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -53023.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53028.753906 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -53028.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53034.050781 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -53034.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53034.050781 Penalty: 3116.930664
	Iteration 14F: 3 clusters Score -53034.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Entering Unmasked Estep 
Score: -6261315.500000 Penalty: 2700.663086
	Iteration 0F: 2 clusters Score -6261316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6225261.500000 Penalty: 5401.326172
	Iteration 0F: 3 clusters Score -6225262 nChanged 24741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -6238973.500000 Penalty: 5401.326172
	Iteration 1F: 3 clusters Score -6238974 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6239609.000000 Penalty: 5401.326172
	Iteration 2Q: 3 clusters Score -6239609 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6240608.500000 Penalty: 5401.326172
	Iteration 3Q: 3 clusters Score -6240608 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -6242292.000000 Penalty: 5401.326172
	Iteration 4Q: 3 clusters Score -6242292 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -6244683.500000 Penalty: 5401.326172
	Iteration 5F: 3 clusters Score -6244684 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -6247752.000000 Penalty: 5401.326172
	Iteration 6F: 3 clusters Score -6247752 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -6251487.000000 Penalty: 5401.326172
	Iteration 7F: 3 clusters Score -6251487 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -6255390.500000 Penalty: 5401.326172
	Iteration 8F: 3 clusters Score -6255390 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -6258449.500000 Penalty: 5401.326172
	Iteration 9F: 3 clusters Score -6258450 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -6259786.000000 Penalty: 5401.326172
	Iteration 10Q: 3 clusters Score -6259786 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -6260279.500000 Penalty: 5401.326172
	Iteration 11Q: 3 clusters Score -6260280 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6260568.500000 Penalty: 5401.326172
	Iteration 12Q: 3 clusters Score -6260568 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -6260798.000000 Penalty: 5401.326172
	Iteration 13Q: 3 clusters Score -6260798 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -6260915.000000 Penalty: 5401.326172
	Iteration 14Q: 3 clusters Score -6260915 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6261017.500000 Penalty: 5401.326172
	Iteration 15Q: 3 clusters Score -6261018 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -6261134.000000 Penalty: 5401.326172
	Iteration 16Q: 3 clusters Score -6261134 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6261229.500000 Penalty: 5401.326172
	Iteration 17Q: 3 clusters Score -6261230 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6261304.500000 Penalty: 5401.326172
	Iteration 18Q: 3 clusters Score -6261304 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -6261347.500000 Penalty: 5401.326172
	Iteration 19Q: 3 clusters Score -6261348 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6261410.000000 Penalty: 5401.326172
	Iteration 20F: 3 clusters Score -6261410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -6261466.000000 Penalty: 5401.326172
	Iteration 21Q: 3 clusters Score -6261466 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -6261488.500000 Penalty: 5401.326172
	Iteration 22Q: 3 clusters Score -6261488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6261518.500000 Penalty: 5401.326172
	Iteration 23Q: 3 clusters Score -6261518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6261546.000000 Penalty: 5401.326172
	Iteration 24Q: 3 clusters Score -6261546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -6261575.500000 Penalty: 5401.326172
	Iteration 25Q: 3 clusters Score -6261576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -6261589.000000 Penalty: 5401.326172
	Iteration 26Q: 3 clusters Score -6261589 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -6261612.000000 Penalty: 5401.326172
	Iteration 27Q: 3 clusters Score -6261612 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6261617.000000 Penalty: 5401.326172
	Iteration 28Q: 3 clusters Score -6261617 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6261643.500000 Penalty: 5401.326172
	Iteration 29Q: 3 clusters Score -6261644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -6261642.000000 Penalty: 5401.326172
	Iteration 30Q: 3 clusters Score -6261642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6261660.500000 Penalty: 5401.326172
	Iteration 31Q: 3 clusters Score -6261660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6261648.000000 Penalty: 5401.326172
	Iteration 32Q: 3 clusters Score -6261648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6261655.500000 Penalty: 5401.326172
	Iteration 33Q: 3 clusters Score -6261656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -6261667.500000 Penalty: 5401.326172
	Iteration 34Q: 3 clusters Score -6261668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -6261671.500000 Penalty: 5401.326172
	Iteration 35Q: 3 clusters Score -6261672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -6261680.000000 Penalty: 5401.326172
	Iteration 36Q: 3 clusters Score -6261680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -6261704.500000 Penalty: 5401.326172
	Iteration 37Q: 3 clusters Score -6261704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6261706.500000 Penalty: 5401.326172
	Iteration 38Q: 3 clusters Score -6261706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6261699.000000 Penalty: 5401.326172
	Iteration 39Q: 3 clusters Score -6261699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -6261683.500000 Penalty: 5401.326172
	Iteration 40F: 3 clusters Score -6261684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -6261699.000000 Penalty: 5401.326172
	Iteration 41Q: 3 clusters Score -6261699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6261690.500000 Penalty: 5401.326172
	Iteration 42Q: 3 clusters Score -6261690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -6261688.500000 Penalty: 5401.326172
	Iteration 43Q: 3 clusters Score -6261688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6261695.000000 Penalty: 5401.326172
	Iteration 44Q: 3 clusters Score -6261695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -6261689.500000 Penalty: 5401.326172
	Iteration 45Q: 3 clusters Score -6261690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -6261692.000000 Penalty: 5401.326172
	Iteration 46Q: 3 clusters Score -6261692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -6261690.500000 Penalty: 5401.326172
	Iteration 47Q: 3 clusters Score -6261690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -6261689.000000 Penalty: 5401.326172
	Iteration 48Q: 3 clusters Score -6261689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6261691.500000 Penalty: 5401.326172
	Iteration 49Q: 3 clusters Score -6261692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -6261699.500000 Penalty: 5401.326172
	Iteration 50Q: 3 clusters Score -6261700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -6261699.000000 Penalty: 5401.326172
	Iteration 51Q: 3 clusters Score -6261699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -6261702.000000 Penalty: 5401.326172
	Iteration 52Q: 3 clusters Score -6261702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -6261701.000000 Penalty: 5401.326172
	Iteration 53Q: 3 clusters Score -6261701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -6261707.500000 Penalty: 5401.326172
	Iteration 54Q: 3 clusters Score -6261708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6261708.500000 Penalty: 5401.326172
	Iteration 55Q: 3 clusters Score -6261708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -6261708.500000 Penalty: 5401.326172
	Iteration 56Q: 3 clusters Score -6261708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -6261701.000000 Penalty: 5401.326172
	Iteration 57Q: 3 clusters Score -6261701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6261701.500000 Penalty: 5401.326172
	Iteration 58Q: 3 clusters Score -6261702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -6261709.000000 Penalty: 5401.326172
	Iteration 59Q: 3 clusters Score -6261709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6261707.000000 Penalty: 5401.326172
	Iteration 60F: 3 clusters Score -6261707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -6261707.000000 Penalty: 5401.326172
	Iteration 61Q: 3 clusters Score -6261707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -6261705.000000 Penalty: 5401.326172
	Iteration 62Q: 3 clusters Score -6261705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6261700.000000 Penalty: 5401.326172
	Iteration 63Q: 3 clusters Score -6261700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6261701.500000 Penalty: 5401.326172
	Iteration 64Q: 3 clusters Score -6261702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6261704.500000 Penalty: 5401.326172
	Iteration 65Q: 3 clusters Score -6261704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -6261704.500000 Penalty: 5401.326172
	Iteration 66Q: 3 clusters Score -6261704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6261701.000000 Penalty: 5401.326172
	Iteration 67Q: 3 clusters Score -6261701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6261705.500000 Penalty: 5401.326172
	Iteration 68Q: 3 clusters Score -6261706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6261703.500000 Penalty: 5401.326172
	Iteration 69Q: 3 clusters Score -6261704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6261703.000000 Penalty: 5401.326172
	Iteration 70Q: 3 clusters Score -6261703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6261697.500000 Penalty: 5401.326172
	Iteration 71Q: 3 clusters Score -6261698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -6261699.000000 Penalty: 5401.326172
	Iteration 72Q: 3 clusters Score -6261699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6261695.000000 Penalty: 5401.326172
	Iteration 73Q: 3 clusters Score -6261695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -6261698.000000 Penalty: 5401.326172
	Iteration 74Q: 3 clusters Score -6261698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6261705.000000 Penalty: 5401.326172
	Iteration 75Q: 3 clusters Score -6261705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6261705.000000 Penalty: 5401.326172
	Iteration 76F: 3 clusters Score -6261705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 99742 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 48008 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127075 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64177 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
Score: -114630240.000000 Penalty: 82330.898438
Splitting cluster 5 changes total score from -114630304.000000 to -114630240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -414252.718750 Penalty: 2032.921387
	Iteration 0F: 2 clusters Score -414252.7 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 1825 members 
Entering Unmasked Estep 
Score: -410620.593750 Penalty: 4065.842773
	Iteration 0F: 3 clusters Score -410620.6 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -411370.781250 Penalty: 4065.842773
	Iteration 1F: 3 clusters Score -411370.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -411548.718750 Penalty: 4065.842773
	Iteration 2F: 3 clusters Score -411548.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -411662.718750 Penalty: 4065.842773
	Iteration 3Q: 3 clusters Score -411662.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -411722.156250 Penalty: 4065.842773
	Iteration 4Q: 3 clusters Score -411722.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -411762.156250 Penalty: 4065.842773
	Iteration 5Q: 3 clusters Score -411762.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -411787.937500 Penalty: 4065.842773
	Iteration 6Q: 3 clusters Score -411787.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -411814.687500 Penalty: 4065.842773
	Iteration 7Q: 3 clusters Score -411814.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -411835.625000 Penalty: 4065.842773
	Iteration 8Q: 3 clusters Score -411835.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -411856.875000 Penalty: 4065.842773
	Iteration 9Q: 3 clusters Score -411856.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -411873.625000 Penalty: 4065.842773
	Iteration 10Q: 3 clusters Score -411873.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -411889.250000 Penalty: 4065.842773
	Iteration 11Q: 3 clusters Score -411889.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -411905.312500 Penalty: 4065.842773
	Iteration 12Q: 3 clusters Score -411905.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -411921.406250 Penalty: 4065.842773
	Iteration 13Q: 3 clusters Score -411921.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -411935.187500 Penalty: 4065.842773
	Iteration 14Q: 3 clusters Score -411935.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -411948.281250 Penalty: 4065.842773
	Iteration 15Q: 3 clusters Score -411948.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -411961.062500 Penalty: 4065.842773
	Iteration 16Q: 3 clusters Score -411961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -411972.500000 Penalty: 4065.842773
	Iteration 17Q: 3 clusters Score -411972.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -411981.062500 Penalty: 4065.842773
	Iteration 18Q: 3 clusters Score -411981.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -411989.437500 Penalty: 4065.842773
	Iteration 19Q: 3 clusters Score -411989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -411997.218750 Penalty: 4065.842773
	Iteration 20F: 3 clusters Score -411997.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -412009.750000 Penalty: 4065.842773
	Iteration 21Q: 3 clusters Score -412009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -412020.093750 Penalty: 4065.842773
	Iteration 22Q: 3 clusters Score -412020.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -412024.750000 Penalty: 4065.842773
	Iteration 23Q: 3 clusters Score -412024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -412028.343750 Penalty: 4065.842773
	Iteration 24Q: 3 clusters Score -412028.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -412031.875000 Penalty: 4065.842773
	Iteration 25Q: 3 clusters Score -412031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -412034.656250 Penalty: 4065.842773
	Iteration 26Q: 3 clusters Score -412034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -412037.125000 Penalty: 4065.842773
	Iteration 27Q: 3 clusters Score -412037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -412038.531250 Penalty: 4065.842773
	Iteration 28Q: 3 clusters Score -412038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -412039.812500 Penalty: 4065.842773
	Iteration 29Q: 3 clusters Score -412039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412042.187500 Penalty: 4065.842773
	Iteration 30Q: 3 clusters Score -412042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -412042.812500 Penalty: 4065.842773
	Iteration 31Q: 3 clusters Score -412042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -412045.000000 Penalty: 4065.842773
	Iteration 32Q: 3 clusters Score -412045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412046.843750 Penalty: 4065.842773
	Iteration 33Q: 3 clusters Score -412046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -412047.625000 Penalty: 4065.842773
	Iteration 34Q: 3 clusters Score -412047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -412048.343750 Penalty: 4065.842773
	Iteration 35Q: 3 clusters Score -412048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -412051.562500 Penalty: 4065.842773
	Iteration 36Q: 3 clusters Score -412051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -412055.093750 Penalty: 4065.842773
	Iteration 37Q: 3 clusters Score -412055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -412057.093750 Penalty: 4065.842773
	Iteration 38Q: 3 clusters Score -412057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -412058.156250 Penalty: 4065.842773
	Iteration 39Q: 3 clusters Score -412058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -412058.656250 Penalty: 4065.842773
	Iteration 40F: 3 clusters Score -412058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412059.437500 Penalty: 4065.842773
	Iteration 41Q: 3 clusters Score -412059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -412060.781250 Penalty: 4065.842773
	Iteration 42Q: 3 clusters Score -412060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -412060.781250 Penalty: 4065.842773
	Iteration 43Q: 3 clusters Score -412060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -412062.125000 Penalty: 4065.842773
	Iteration 44Q: 3 clusters Score -412062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -412064.187500 Penalty: 4065.842773
	Iteration 45Q: 3 clusters Score -412064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -412065.375000 Penalty: 4065.842773
	Iteration 46Q: 3 clusters Score -412065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -412066.187500 Penalty: 4065.842773
	Iteration 47Q: 3 clusters Score -412066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -412067.406250 Penalty: 4065.842773
	Iteration 48Q: 3 clusters Score -412067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -412066.468750 Penalty: 4065.842773
	Iteration 49Q: 3 clusters Score -412066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -412066.468750 Penalty: 4065.842773
	Iteration 50F: 3 clusters Score -412066.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Entering Unmasked Estep 
Score: -19066572.000000 Penalty: 2980.547852
	Iteration 0F: 2 clusters Score -1.906657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -18956680.000000 Penalty: 5961.095703
	Iteration 0F: 3 clusters Score -1.895668e+07 nChanged 79496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -19003838.000000 Penalty: 5961.095703
	Iteration 1F: 3 clusters Score -1.900384e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -19005314.000000 Penalty: 5961.095703
	Iteration 2Q: 3 clusters Score -1.900531e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -19008116.000000 Penalty: 5961.095703
	Iteration 3Q: 3 clusters Score -1.900812e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -19012644.000000 Penalty: 5961.095703
	Iteration 4F: 3 clusters Score -1.901264e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -19020140.000000 Penalty: 5961.095703
	Iteration 5F: 3 clusters Score -1.902014e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 123408 members 
Entering Unmasked Estep 
Score: -19030520.000000 Penalty: 5961.095703
	Iteration 6F: 3 clusters Score -1.903052e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 135367 members 
Entering Unmasked Estep 
Score: -19042096.000000 Penalty: 5961.095703
	Iteration 7F: 3 clusters Score -1.90421e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 144896 members 
Entering Unmasked Estep 
Score: -19051774.000000 Penalty: 5961.095703
	Iteration 8F: 3 clusters Score -1.905177e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -19058114.000000 Penalty: 5961.095703
	Iteration 9Q: 3 clusters Score -1.905811e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 153895 members 
Entering Unmasked Estep 
Score: -19060890.000000 Penalty: 5961.095703
	Iteration 10Q: 3 clusters Score -1.906089e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 155814 members 
Entering Unmasked Estep 
Score: -19062114.000000 Penalty: 5961.095703
	Iteration 11Q: 3 clusters Score -1.906211e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -19062748.000000 Penalty: 5961.095703
	Iteration 12Q: 3 clusters Score -1.906275e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -19063226.000000 Penalty: 5961.095703
	Iteration 13Q: 3 clusters Score -1.906323e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 159449 members 
Entering Unmasked Estep 
Score: -19063472.000000 Penalty: 5961.095703
	Iteration 14Q: 3 clusters Score -1.906347e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -19063838.000000 Penalty: 5961.095703
	Iteration 15Q: 3 clusters Score -1.906384e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -19064018.000000 Penalty: 5961.095703
	Iteration 16Q: 3 clusters Score -1.906402e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -19064124.000000 Penalty: 5961.095703
	Iteration 17Q: 3 clusters Score -1.906412e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -19064230.000000 Penalty: 5961.095703
	Iteration 18Q: 3 clusters Score -1.906423e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -19064358.000000 Penalty: 5961.095703
	Iteration 19Q: 3 clusters Score -1.906436e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 162552 members 
Entering Unmasked Estep 
Score: -19064466.000000 Penalty: 5961.095703
	Iteration 20F: 3 clusters Score -1.906447e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -19064562.000000 Penalty: 5961.095703
	Iteration 21Q: 3 clusters Score -1.906456e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -19064602.000000 Penalty: 5961.095703
	Iteration 22Q: 3 clusters Score -1.90646e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -19064622.000000 Penalty: 5961.095703
	Iteration 23Q: 3 clusters Score -1.906462e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -19064620.000000 Penalty: 5961.095703
	Iteration 24Q: 3 clusters Score -1.906462e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 163438 members 
Entering Unmasked Estep 
Score: -19064678.000000 Penalty: 5961.095703
	Iteration 25Q: 3 clusters Score -1.906468e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -19064690.000000 Penalty: 5961.095703
	Iteration 26Q: 3 clusters Score -1.906469e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -19064694.000000 Penalty: 5961.095703
	Iteration 27Q: 3 clusters Score -1.906469e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 163631 members 
Entering Unmasked Estep 
Score: -19064696.000000 Penalty: 5961.095703
	Iteration 28Q: 3 clusters Score -1.90647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -19064692.000000 Penalty: 5961.095703
	Iteration 29Q: 3 clusters Score -1.906469e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -19064696.000000 Penalty: 5961.095703
	Iteration 30Q: 3 clusters Score -1.90647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -19064718.000000 Penalty: 5961.095703
	Iteration 31Q: 3 clusters Score -1.906472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -19064732.000000 Penalty: 5961.095703
	Iteration 32Q: 3 clusters Score -1.906473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -19064734.000000 Penalty: 5961.095703
	Iteration 33Q: 3 clusters Score -1.906473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -19064722.000000 Penalty: 5961.095703
	Iteration 34Q: 3 clusters Score -1.906472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 163858 members 
Entering Unmasked Estep 
Score: -19064730.000000 Penalty: 5961.095703
	Iteration 35Q: 3 clusters Score -1.906473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -19064760.000000 Penalty: 5961.095703
	Iteration 36Q: 3 clusters Score -1.906476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 163886 members 
Entering Unmasked Estep 
Score: -19064750.000000 Penalty: 5961.095703
	Iteration 37Q: 3 clusters Score -1.906475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 163896 members 
Entering Unmasked Estep 
Score: -19064752.000000 Penalty: 5961.095703
	Iteration 38Q: 3 clusters Score -1.906475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -19064756.000000 Penalty: 5961.095703
	Iteration 39Q: 3 clusters Score -1.906476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 163916 members 
Entering Unmasked Estep 
Score: -19064776.000000 Penalty: 5961.095703
	Iteration 40F: 3 clusters Score -1.906478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -19064758.000000 Penalty: 5961.095703
	Iteration 41Q: 3 clusters Score -1.906476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 163926 members 
Entering Unmasked Estep 
Score: -19064758.000000 Penalty: 5961.095703
	Iteration 42Q: 3 clusters Score -1.906476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -19064756.000000 Penalty: 5961.095703
	Iteration 43Q: 3 clusters Score -1.906476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 163931 members 
Entering Unmasked Estep 
Score: -19064760.000000 Penalty: 5961.095703
	Iteration 44Q: 3 clusters Score -1.906476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -19064752.000000 Penalty: 5961.095703
	Iteration 45Q: 3 clusters Score -1.906475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -19064756.000000 Penalty: 5961.095703
	Iteration 46Q: 3 clusters Score -1.906476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -19064764.000000 Penalty: 5961.095703
	Iteration 47Q: 3 clusters Score -1.906476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 163940 members 
Entering Unmasked Estep 
Score: -19064768.000000 Penalty: 5961.095703
	Iteration 48Q: 3 clusters Score -1.906477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 163944 members 
Entering Unmasked Estep 
Score: -19064752.000000 Penalty: 5961.095703
	Iteration 49Q: 3 clusters Score -1.906475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -19064768.000000 Penalty: 5961.095703
	Iteration 50Q: 3 clusters Score -1.906477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 163950 members 
Entering Unmasked Estep 
Score: -19064754.000000 Penalty: 5961.095703
	Iteration 51Q: 3 clusters Score -1.906475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -19064762.000000 Penalty: 5961.095703
	Iteration 52Q: 3 clusters Score -1.906476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 163957 members 
Entering Unmasked Estep 
Score: -19064758.000000 Penalty: 5961.095703
	Iteration 53Q: 3 clusters Score -1.906476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -19064764.000000 Penalty: 5961.095703
	Iteration 54Q: 3 clusters Score -1.906476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -19064764.000000 Penalty: 5961.095703
	Iteration 55F: 3 clusters Score -1.906476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Entering Unmasked Estep 
Score: -2517573.750000 Penalty: 2496.839111
	Iteration 0F: 2 clusters Score -2517574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2501230.000000 Penalty: 4993.678223
	Iteration 0F: 3 clusters Score -2501230 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2507103.250000 Penalty: 4993.678223
	Iteration 1F: 3 clusters Score -2507103 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2507847.000000 Penalty: 4993.678223
	Iteration 2F: 3 clusters Score -2507847 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2508643.500000 Penalty: 4993.678223
	Iteration 3F: 3 clusters Score -2508644 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2509476.500000 Penalty: 4993.678223
	Iteration 4F: 3 clusters Score -2509476 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2510427.250000 Penalty: 4993.678223
	Iteration 5F: 3 clusters Score -2510427 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2511392.000000 Penalty: 4993.678223
	Iteration 6F: 3 clusters Score -2511392 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2512206.250000 Penalty: 4993.678223
	Iteration 7F: 3 clusters Score -2512206 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2512799.000000 Penalty: 4993.678223
	Iteration 8Q: 3 clusters Score -2512799 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2513313.000000 Penalty: 4993.678223
	Iteration 9Q: 3 clusters Score -2513313 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2513742.250000 Penalty: 4993.678223
	Iteration 10Q: 3 clusters Score -2513742 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2514084.750000 Penalty: 4993.678223
	Iteration 11Q: 3 clusters Score -2514085 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2514356.750000 Penalty: 4993.678223
	Iteration 12Q: 3 clusters Score -2514357 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2514558.000000 Penalty: 4993.678223
	Iteration 13Q: 3 clusters Score -2514558 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2514720.500000 Penalty: 4993.678223
	Iteration 14Q: 3 clusters Score -2514720 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2514819.750000 Penalty: 4993.678223
	Iteration 15Q: 3 clusters Score -2514820 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2514900.500000 Penalty: 4993.678223
	Iteration 16Q: 3 clusters Score -2514900 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2514983.000000 Penalty: 4993.678223
	Iteration 17Q: 3 clusters Score -2514983 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2515045.250000 Penalty: 4993.678223
	Iteration 18Q: 3 clusters Score -2515045 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2515099.750000 Penalty: 4993.678223
	Iteration 19Q: 3 clusters Score -2515100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2515150.750000 Penalty: 4993.678223
	Iteration 20F: 3 clusters Score -2515151 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2515198.000000 Penalty: 4993.678223
	Iteration 21Q: 3 clusters Score -2515198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2515258.000000 Penalty: 4993.678223
	Iteration 22Q: 3 clusters Score -2515258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2515312.000000 Penalty: 4993.678223
	Iteration 23Q: 3 clusters Score -2515312 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2515364.000000 Penalty: 4993.678223
	Iteration 24Q: 3 clusters Score -2515364 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2515409.250000 Penalty: 4993.678223
	Iteration 25Q: 3 clusters Score -2515409 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2515466.250000 Penalty: 4993.678223
	Iteration 26Q: 3 clusters Score -2515466 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2515496.500000 Penalty: 4993.678223
	Iteration 27Q: 3 clusters Score -2515496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2515518.000000 Penalty: 4993.678223
	Iteration 28Q: 3 clusters Score -2515518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2515536.500000 Penalty: 4993.678223
	Iteration 29Q: 3 clusters Score -2515536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2515559.250000 Penalty: 4993.678223
	Iteration 30Q: 3 clusters Score -2515559 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2515563.500000 Penalty: 4993.678223
	Iteration 31Q: 3 clusters Score -2515564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2515586.250000 Penalty: 4993.678223
	Iteration 32Q: 3 clusters Score -2515586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2515597.750000 Penalty: 4993.678223
	Iteration 33Q: 3 clusters Score -2515598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2515623.250000 Penalty: 4993.678223
	Iteration 34Q: 3 clusters Score -2515623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2515629.750000 Penalty: 4993.678223
	Iteration 35Q: 3 clusters Score -2515630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2515662.000000 Penalty: 4993.678223
	Iteration 36Q: 3 clusters Score -2515662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2515679.750000 Penalty: 4993.678223
	Iteration 37Q: 3 clusters Score -2515680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2515697.750000 Penalty: 4993.678223
	Iteration 38Q: 3 clusters Score -2515698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2515717.750000 Penalty: 4993.678223
	Iteration 39Q: 3 clusters Score -2515718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2515738.750000 Penalty: 4993.678223
	Iteration 40F: 3 clusters Score -2515739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2515754.000000 Penalty: 4993.678223
	Iteration 41Q: 3 clusters Score -2515754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2515768.500000 Penalty: 4993.678223
	Iteration 42Q: 3 clusters Score -2515768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2515796.750000 Penalty: 4993.678223
	Iteration 43Q: 3 clusters Score -2515797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2515809.000000 Penalty: 4993.678223
	Iteration 44Q: 3 clusters Score -2515809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2515834.250000 Penalty: 4993.678223
	Iteration 45Q: 3 clusters Score -2515834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2515853.250000 Penalty: 4993.678223
	Iteration 46Q: 3 clusters Score -2515853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2515873.250000 Penalty: 4993.678223
	Iteration 47Q: 3 clusters Score -2515873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2515897.750000 Penalty: 4993.678223
	Iteration 48Q: 3 clusters Score -2515898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2515909.750000 Penalty: 4993.678223
	Iteration 49Q: 3 clusters Score -2515910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2515917.750000 Penalty: 4993.678223
	Iteration 50Q: 3 clusters Score -2515918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2515928.000000 Penalty: 4993.678223
	Iteration 51Q: 3 clusters Score -2515928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2515935.250000 Penalty: 4993.678223
	Iteration 52Q: 3 clusters Score -2515935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2515941.250000 Penalty: 4993.678223
	Iteration 53Q: 3 clusters Score -2515941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2515955.250000 Penalty: 4993.678223
	Iteration 54Q: 3 clusters Score -2515955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2515966.500000 Penalty: 4993.678223
	Iteration 55Q: 3 clusters Score -2515966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2515963.500000 Penalty: 4993.678223
	Iteration 56Q: 3 clusters Score -2515964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2515960.750000 Penalty: 4993.678223
	Iteration 57Q: 3 clusters Score -2515961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2515964.250000 Penalty: 4993.678223
	Iteration 58Q: 3 clusters Score -2515964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2515967.000000 Penalty: 4993.678223
	Iteration 59Q: 3 clusters Score -2515967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2515969.750000 Penalty: 4993.678223
	Iteration 60F: 3 clusters Score -2515970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2515968.000000 Penalty: 4993.678223
	Iteration 61Q: 3 clusters Score -2515968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2515972.000000 Penalty: 4993.678223
	Iteration 62Q: 3 clusters Score -2515972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2515967.500000 Penalty: 4993.678223
	Iteration 63Q: 3 clusters Score -2515968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2515967.750000 Penalty: 4993.678223
	Iteration 64Q: 3 clusters Score -2515968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2515965.250000 Penalty: 4993.678223
	Iteration 65Q: 3 clusters Score -2515965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2515972.500000 Penalty: 4993.678223
	Iteration 66Q: 3 clusters Score -2515972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2515970.250000 Penalty: 4993.678223
	Iteration 67Q: 3 clusters Score -2515970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2515969.750000 Penalty: 4993.678223
	Iteration 68Q: 3 clusters Score -2515970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2515973.750000 Penalty: 4993.678223
	Iteration 69Q: 3 clusters Score -2515974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2515973.750000 Penalty: 4993.678223
	Iteration 70F: 3 clusters Score -2515974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -108495.585938 Penalty: 1721.175171
	Iteration 0F: 2 clusters Score -108495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -106546.039062 Penalty: 3442.350342
	Iteration 0F: 3 clusters Score -106546 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106816.007812 Penalty: 3442.350342
	Iteration 1F: 3 clusters Score -106816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106901.023438 Penalty: 3442.350342
	Iteration 2F: 3 clusters Score -106901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106945.617188 Penalty: 3442.350342
	Iteration 3Q: 3 clusters Score -106945.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106984.289062 Penalty: 3442.350342
	Iteration 4Q: 3 clusters Score -106984.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107031.101562 Penalty: 3442.350342
	Iteration 5Q: 3 clusters Score -107031.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107135.398438 Penalty: 3442.350342
	Iteration 6Q: 3 clusters Score -107135.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107286.875000 Penalty: 3442.350342
	Iteration 7F: 3 clusters Score -107286.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107520.054688 Penalty: 3442.350342
	Iteration 8F: 3 clusters Score -107520.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107849.562500 Penalty: 3442.350342
	Iteration 9F: 3 clusters Score -107849.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -108057.984375 Penalty: 3442.350342
	Iteration 10F: 3 clusters Score -108058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -108143.242188 Penalty: 3442.350342
	Iteration 11Q: 3 clusters Score -108143.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108188.210938 Penalty: 3442.350342
	Iteration 12Q: 3 clusters Score -108188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108230.156250 Penalty: 3442.350342
	Iteration 13Q: 3 clusters Score -108230.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108266.226562 Penalty: 3442.350342
	Iteration 14Q: 3 clusters Score -108266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108307.210938 Penalty: 3442.350342
	Iteration 15Q: 3 clusters Score -108307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108359.781250 Penalty: 3442.350342
	Iteration 16Q: 3 clusters Score -108359.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108401.578125 Penalty: 3442.350342
	Iteration 17Q: 3 clusters Score -108401.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108439.000000 Penalty: 3442.350342
	Iteration 18Q: 3 clusters Score -108439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108471.562500 Penalty: 3442.350342
	Iteration 19Q: 3 clusters Score -108471.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -108500.312500 Penalty: 3442.350342
	Iteration 20F: 3 clusters Score -108500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108543.539062 Penalty: 3442.350342
	Iteration 21Q: 3 clusters Score -108543.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108590.687500 Penalty: 3442.350342
	Iteration 22Q: 3 clusters Score -108590.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108612.070312 Penalty: 3442.350342
	Iteration 23Q: 3 clusters Score -108612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108627.343750 Penalty: 3442.350342
	Iteration 24Q: 3 clusters Score -108627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108633.445312 Penalty: 3442.350342
	Iteration 25Q: 3 clusters Score -108633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108634.867188 Penalty: 3442.350342
	Iteration 26Q: 3 clusters Score -108634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108634.867188 Penalty: 3442.350342
	Iteration 27F: 3 clusters Score -108634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 99742 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127075 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64177 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
Score: -114628984.000000 Penalty: 82330.898438
Splitting cluster 9 changes total score from -114630304.000000 to -114628984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (36297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Entering Unmasked Estep 
Score: -4251110.000000 Penalty: 2603.873779
	Iteration 0F: 2 clusters Score -4251110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4226358.500000 Penalty: 5207.747559
	Iteration 0F: 3 clusters Score -4226358 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4235493.000000 Penalty: 5207.747559
	Iteration 1F: 3 clusters Score -4235493 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4236122.500000 Penalty: 5207.747559
	Iteration 2Q: 3 clusters Score -4236122 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4236772.500000 Penalty: 5207.747559
	Iteration 3Q: 3 clusters Score -4236772 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4237546.000000 Penalty: 5207.747559
	Iteration 4Q: 3 clusters Score -4237546 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4238407.500000 Penalty: 5207.747559
	Iteration 5Q: 3 clusters Score -4238408 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4239367.500000 Penalty: 5207.747559
	Iteration 6Q: 3 clusters Score -4239368 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4240553.000000 Penalty: 5207.747559
	Iteration 7F: 3 clusters Score -4240553 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4241911.000000 Penalty: 5207.747559
	Iteration 8F: 3 clusters Score -4241911 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4243262.000000 Penalty: 5207.747559
	Iteration 9F: 3 clusters Score -4243262 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4244138.000000 Penalty: 5207.747559
	Iteration 10Q: 3 clusters Score -4244138 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4244521.500000 Penalty: 5207.747559
	Iteration 11Q: 3 clusters Score -4244522 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4244716.500000 Penalty: 5207.747559
	Iteration 12Q: 3 clusters Score -4244716 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4244833.500000 Penalty: 5207.747559
	Iteration 13Q: 3 clusters Score -4244834 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4244928.000000 Penalty: 5207.747559
	Iteration 14Q: 3 clusters Score -4244928 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4245033.500000 Penalty: 5207.747559
	Iteration 15Q: 3 clusters Score -4245034 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4245130.000000 Penalty: 5207.747559
	Iteration 16Q: 3 clusters Score -4245130 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4245207.000000 Penalty: 5207.747559
	Iteration 17Q: 3 clusters Score -4245207 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4245238.500000 Penalty: 5207.747559
	Iteration 18Q: 3 clusters Score -4245238 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4245295.000000 Penalty: 5207.747559
	Iteration 19Q: 3 clusters Score -4245295 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4245326.000000 Penalty: 5207.747559
	Iteration 20F: 3 clusters Score -4245326 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4245369.000000 Penalty: 5207.747559
	Iteration 21Q: 3 clusters Score -4245369 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -4245392.000000 Penalty: 5207.747559
	Iteration 22Q: 3 clusters Score -4245392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4245418.000000 Penalty: 5207.747559
	Iteration 23Q: 3 clusters Score -4245418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4245435.000000 Penalty: 5207.747559
	Iteration 24Q: 3 clusters Score -4245435 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4245458.000000 Penalty: 5207.747559
	Iteration 25Q: 3 clusters Score -4245458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4245473.000000 Penalty: 5207.747559
	Iteration 26Q: 3 clusters Score -4245473 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4245502.000000 Penalty: 5207.747559
	Iteration 27Q: 3 clusters Score -4245502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4245509.500000 Penalty: 5207.747559
	Iteration 28Q: 3 clusters Score -4245510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4245525.000000 Penalty: 5207.747559
	Iteration 29Q: 3 clusters Score -4245525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4245524.500000 Penalty: 5207.747559
	Iteration 30Q: 3 clusters Score -4245524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4245532.000000 Penalty: 5207.747559
	Iteration 31Q: 3 clusters Score -4245532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4245543.500000 Penalty: 5207.747559
	Iteration 32Q: 3 clusters Score -4245544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4245548.500000 Penalty: 5207.747559
	Iteration 33Q: 3 clusters Score -4245548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4245545.500000 Penalty: 5207.747559
	Iteration 34Q: 3 clusters Score -4245546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4245557.000000 Penalty: 5207.747559
	Iteration 35Q: 3 clusters Score -4245557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4245568.000000 Penalty: 5207.747559
	Iteration 36Q: 3 clusters Score -4245568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4245578.500000 Penalty: 5207.747559
	Iteration 37Q: 3 clusters Score -4245578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4245588.500000 Penalty: 5207.747559
	Iteration 38Q: 3 clusters Score -4245588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4245587.500000 Penalty: 5207.747559
	Iteration 39Q: 3 clusters Score -4245588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4245591.000000 Penalty: 5207.747559
	Iteration 40F: 3 clusters Score -4245591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4245601.000000 Penalty: 5207.747559
	Iteration 41Q: 3 clusters Score -4245601 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4245614.500000 Penalty: 5207.747559
	Iteration 42Q: 3 clusters Score -4245614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4245610.000000 Penalty: 5207.747559
	Iteration 43Q: 3 clusters Score -4245610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4245634.000000 Penalty: 5207.747559
	Iteration 44Q: 3 clusters Score -4245634 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4245662.500000 Penalty: 5207.747559
	Iteration 45Q: 3 clusters Score -4245662 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4245677.000000 Penalty: 5207.747559
	Iteration 46Q: 3 clusters Score -4245677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4245668.500000 Penalty: 5207.747559
	Iteration 47Q: 3 clusters Score -4245668 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4245686.000000 Penalty: 5207.747559
	Iteration 48Q: 3 clusters Score -4245686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4245701.500000 Penalty: 5207.747559
	Iteration 49Q: 3 clusters Score -4245702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4245706.500000 Penalty: 5207.747559
	Iteration 50Q: 3 clusters Score -4245706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -4245730.000000 Penalty: 5207.747559
	Iteration 51Q: 3 clusters Score -4245730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4245751.500000 Penalty: 5207.747559
	Iteration 52Q: 3 clusters Score -4245752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4245773.000000 Penalty: 5207.747559
	Iteration 53Q: 3 clusters Score -4245773 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4245776.000000 Penalty: 5207.747559
	Iteration 54Q: 3 clusters Score -4245776 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4245804.000000 Penalty: 5207.747559
	Iteration 55Q: 3 clusters Score -4245804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4245806.000000 Penalty: 5207.747559
	Iteration 56Q: 3 clusters Score -4245806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4245816.000000 Penalty: 5207.747559
	Iteration 57Q: 3 clusters Score -4245816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4245835.000000 Penalty: 5207.747559
	Iteration 58Q: 3 clusters Score -4245835 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4245857.500000 Penalty: 5207.747559
	Iteration 59Q: 3 clusters Score -4245858 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4245873.000000 Penalty: 5207.747559
	Iteration 60F: 3 clusters Score -4245873 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4245906.000000 Penalty: 5207.747559
	Iteration 61Q: 3 clusters Score -4245906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4245948.000000 Penalty: 5207.747559
	Iteration 62Q: 3 clusters Score -4245948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4245974.000000 Penalty: 5207.747559
	Iteration 63Q: 3 clusters Score -4245974 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4246013.500000 Penalty: 5207.747559
	Iteration 64Q: 3 clusters Score -4246014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4246042.500000 Penalty: 5207.747559
	Iteration 65Q: 3 clusters Score -4246042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4246055.500000 Penalty: 5207.747559
	Iteration 66Q: 3 clusters Score -4246056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4246082.000000 Penalty: 5207.747559
	Iteration 67Q: 3 clusters Score -4246082 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4246121.500000 Penalty: 5207.747559
	Iteration 68Q: 3 clusters Score -4246122 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4246144.500000 Penalty: 5207.747559
	Iteration 69Q: 3 clusters Score -4246144 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4246156.500000 Penalty: 5207.747559
	Iteration 70Q: 3 clusters Score -4246156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4246191.000000 Penalty: 5207.747559
	Iteration 71Q: 3 clusters Score -4246191 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4246246.500000 Penalty: 5207.747559
	Iteration 72Q: 3 clusters Score -4246246 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4246283.500000 Penalty: 5207.747559
	Iteration 73Q: 3 clusters Score -4246284 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4246329.000000 Penalty: 5207.747559
	Iteration 74Q: 3 clusters Score -4246329 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4246368.000000 Penalty: 5207.747559
	Iteration 75Q: 3 clusters Score -4246368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4246403.000000 Penalty: 5207.747559
	Iteration 76Q: 3 clusters Score -4246403 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4246469.000000 Penalty: 5207.747559
	Iteration 77Q: 3 clusters Score -4246469 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -4246508.500000 Penalty: 5207.747559
	Iteration 78Q: 3 clusters Score -4246508 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4246551.000000 Penalty: 5207.747559
	Iteration 79Q: 3 clusters Score -4246551 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4246596.500000 Penalty: 5207.747559
	Iteration 80F: 3 clusters Score -4246596 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4246648.000000 Penalty: 5207.747559
	Iteration 81Q: 3 clusters Score -4246648 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4246712.000000 Penalty: 5207.747559
	Iteration 82Q: 3 clusters Score -4246712 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4246785.500000 Penalty: 5207.747559
	Iteration 83Q: 3 clusters Score -4246786 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4246851.000000 Penalty: 5207.747559
	Iteration 84Q: 3 clusters Score -4246851 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4246929.500000 Penalty: 5207.747559
	Iteration 85Q: 3 clusters Score -4246930 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4247018.500000 Penalty: 5207.747559
	Iteration 86Q: 3 clusters Score -4247018 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4247110.000000 Penalty: 5207.747559
	Iteration 87Q: 3 clusters Score -4247110 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4247203.000000 Penalty: 5207.747559
	Iteration 88Q: 3 clusters Score -4247203 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4247290.500000 Penalty: 5207.747559
	Iteration 89Q: 3 clusters Score -4247290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4247384.500000 Penalty: 5207.747559
	Iteration 90Q: 3 clusters Score -4247384 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4247503 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4247620 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4247730 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4247820 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4247918 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4247983 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4248058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4248132 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4248207 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4248271.500000 Penalty: 5207.747559
	Iteration 100F: 3 clusters Score -4248272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4248346 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4248424.500000 Penalty: 5207.747559
	Iteration 102Q: 3 clusters Score -4248424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4248482.500000 Penalty: 5207.747559
	Iteration 103Q: 3 clusters Score -4248482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4248536.500000 Penalty: 5207.747559
	Iteration 104Q: 3 clusters Score -4248536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4248584.500000 Penalty: 5207.747559
	Iteration 105Q: 3 clusters Score -4248584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4248627.000000 Penalty: 5207.747559
	Iteration 106Q: 3 clusters Score -4248627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4248662.500000 Penalty: 5207.747559
	Iteration 107Q: 3 clusters Score -4248662 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4248712.000000 Penalty: 5207.747559
	Iteration 108Q: 3 clusters Score -4248712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4248743.000000 Penalty: 5207.747559
	Iteration 109Q: 3 clusters Score -4248743 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4248763.000000 Penalty: 5207.747559
	Iteration 110Q: 3 clusters Score -4248763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4248796.500000 Penalty: 5207.747559
	Iteration 111Q: 3 clusters Score -4248796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4248816.500000 Penalty: 5207.747559
	Iteration 112Q: 3 clusters Score -4248816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4248818.500000 Penalty: 5207.747559
	Iteration 113Q: 3 clusters Score -4248818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4248828.500000 Penalty: 5207.747559
	Iteration 114Q: 3 clusters Score -4248828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4248838.000000 Penalty: 5207.747559
	Iteration 115Q: 3 clusters Score -4248838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4248855.500000 Penalty: 5207.747559
	Iteration 116Q: 3 clusters Score -4248856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4248866.500000 Penalty: 5207.747559
	Iteration 117Q: 3 clusters Score -4248866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4248886.000000 Penalty: 5207.747559
	Iteration 118Q: 3 clusters Score -4248886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4248890.500000 Penalty: 5207.747559
	Iteration 119Q: 3 clusters Score -4248890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4248899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4248902.000000 Penalty: 5207.747559
	Iteration 121Q: 3 clusters Score -4248902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4248907.500000 Penalty: 5207.747559
	Iteration 122Q: 3 clusters Score -4248908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4248914.500000 Penalty: 5207.747559
	Iteration 123Q: 3 clusters Score -4248914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4248931.000000 Penalty: 5207.747559
	Iteration 124Q: 3 clusters Score -4248931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4248938.500000 Penalty: 5207.747559
	Iteration 125Q: 3 clusters Score -4248938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4248935.500000 Penalty: 5207.747559
	Iteration 126Q: 3 clusters Score -4248936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4248942.000000 Penalty: 5207.747559
	Iteration 127Q: 3 clusters Score -4248942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4248941.000000 Penalty: 5207.747559
	Iteration 128Q: 3 clusters Score -4248941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4248943.000000 Penalty: 5207.747559
	Iteration 129Q: 3 clusters Score -4248943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4248956.000000 Penalty: 5207.747559
	Iteration 130Q: 3 clusters Score -4248956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4248960.500000 Penalty: 5207.747559
	Iteration 131Q: 3 clusters Score -4248960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4248965.000000 Penalty: 5207.747559
	Iteration 132Q: 3 clusters Score -4248965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4248966.000000 Penalty: 5207.747559
	Iteration 133Q: 3 clusters Score -4248966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4248965.000000 Penalty: 5207.747559
	Iteration 134Q: 3 clusters Score -4248965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4248962.500000 Penalty: 5207.747559
	Iteration 135Q: 3 clusters Score -4248962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4248961.500000 Penalty: 5207.747559
	Iteration 136Q: 3 clusters Score -4248962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4248970.000000 Penalty: 5207.747559
	Iteration 137Q: 3 clusters Score -4248970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4248969.500000 Penalty: 5207.747559
	Iteration 138Q: 3 clusters Score -4248970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4248975.000000 Penalty: 5207.747559
	Iteration 139Q: 3 clusters Score -4248975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4248979.000000 Penalty: 5207.747559
	Iteration 140F: 3 clusters Score -4248979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4248979.000000 Penalty: 5207.747559
	Iteration 141Q: 3 clusters Score -4248979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4248983.500000 Penalty: 5207.747559
	Iteration 142Q: 3 clusters Score -4248984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4248982.500000 Penalty: 5207.747559
	Iteration 143Q: 3 clusters Score -4248982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4248983.000000 Penalty: 5207.747559
	Iteration 144Q: 3 clusters Score -4248983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4248981.000000 Penalty: 5207.747559
	Iteration 145Q: 3 clusters Score -4248981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4248983.500000 Penalty: 5207.747559
	Iteration 146Q: 3 clusters Score -4248984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -4248992.500000 Penalty: 5207.747559
	Iteration 147Q: 3 clusters Score -4248992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4248992.000000 Penalty: 5207.747559
	Iteration 148Q: 3 clusters Score -4248992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4248996.000000 Penalty: 5207.747559
	Iteration 149Q: 3 clusters Score -4248996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4248995.000000 Penalty: 5207.747559
	Iteration 150Q: 3 clusters Score -4248995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4249004.000000 Penalty: 5207.747559
	Iteration 151Q: 3 clusters Score -4249004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4249014.500000 Penalty: 5207.747559
	Iteration 152Q: 3 clusters Score -4249014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -4249019.500000 Penalty: 5207.747559
	Iteration 153Q: 3 clusters Score -4249020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4249025.500000 Penalty: 5207.747559
	Iteration 154Q: 3 clusters Score -4249026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4249023.500000 Penalty: 5207.747559
	Iteration 155Q: 3 clusters Score -4249024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4249027.500000 Penalty: 5207.747559
	Iteration 156Q: 3 clusters Score -4249028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4249030.500000 Penalty: 5207.747559
	Iteration 157Q: 3 clusters Score -4249030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4249039.500000 Penalty: 5207.747559
	Iteration 158Q: 3 clusters Score -4249040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4249039.500000 Penalty: 5207.747559
	Iteration 159Q: 3 clusters Score -4249040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4249040.500000 Penalty: 5207.747559
	Iteration 160F: 3 clusters Score -4249040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4249051.500000 Penalty: 5207.747559
	Iteration 161Q: 3 clusters Score -4249052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4249059.500000 Penalty: 5207.747559
	Iteration 162Q: 3 clusters Score -4249060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4249059.500000 Penalty: 5207.747559
	Iteration 163Q: 3 clusters Score -4249060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4249068.000000 Penalty: 5207.747559
	Iteration 164Q: 3 clusters Score -4249068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4249073.500000 Penalty: 5207.747559
	Iteration 165Q: 3 clusters Score -4249074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4249071.000000 Penalty: 5207.747559
	Iteration 166Q: 3 clusters Score -4249071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4249075.000000 Penalty: 5207.747559
	Iteration 167Q: 3 clusters Score -4249075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4249078.500000 Penalty: 5207.747559
	Iteration 168Q: 3 clusters Score -4249078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4249080.000000 Penalty: 5207.747559
	Iteration 169Q: 3 clusters Score -4249080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -4249081.000000 Penalty: 5207.747559
	Iteration 170Q: 3 clusters Score -4249081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4249080.500000 Penalty: 5207.747559
	Iteration 171Q: 3 clusters Score -4249080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4249080.000000 Penalty: 5207.747559
	Iteration 172Q: 3 clusters Score -4249080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4249082.500000 Penalty: 5207.747559
	Iteration 173Q: 3 clusters Score -4249082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4249082.500000 Penalty: 5207.747559
	Iteration 174F: 3 clusters Score -4249082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -292753.062500 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -292753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -289703.156250 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -289703.2 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290349.750000 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -290349.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -290553.937500 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -290553.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -290714.468750 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -290714.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -290832.937500 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -290832.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -290939.031250 Penalty: 3918.164307
	Iteration 5Q: 3 clusters Score -290939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -291024.062500 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -291024.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -291099.937500 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -291099.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -291179.250000 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -291179.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -291251.906250 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -291251.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -291324.625000 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -291324.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -291378.312500 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -291378.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -291424.968750 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -291425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -291459.000000 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -291459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -291484.781250 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -291484.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -291498.968750 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -291499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -291512.218750 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -291512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -291522.062500 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -291522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -291531.062500 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -291531.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -291535.250000 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -291535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -291539.500000 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -291539.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -291546.843750 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -291546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -291551.500000 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -291551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -291556.000000 Penalty: 3918.164307
	Iteration 23Q: 3 clusters Score -291556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -291559.093750 Penalty: 3918.164307
	Iteration 24Q: 3 clusters Score -291559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -291561.750000 Penalty: 3918.164307
	Iteration 25Q: 3 clusters Score -291561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -291564.093750 Penalty: 3918.164307
	Iteration 26Q: 3 clusters Score -291564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -291564.468750 Penalty: 3918.164307
	Iteration 27Q: 3 clusters Score -291564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -291567.593750 Penalty: 3918.164307
	Iteration 28Q: 3 clusters Score -291567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -291571.687500 Penalty: 3918.164307
	Iteration 29Q: 3 clusters Score -291571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -291575.843750 Penalty: 3918.164307
	Iteration 30Q: 3 clusters Score -291575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -291579.562500 Penalty: 3918.164307
	Iteration 31Q: 3 clusters Score -291579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -291585.781250 Penalty: 3918.164307
	Iteration 32Q: 3 clusters Score -291585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -291587.125000 Penalty: 3918.164307
	Iteration 33Q: 3 clusters Score -291587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -291587.125000 Penalty: 3918.164307
	Iteration 34F: 3 clusters Score -291587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Entering Unmasked Estep 
Score: -2940094.250000 Penalty: 2517.644287
	Iteration 0F: 2 clusters Score -2940094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2922396.000000 Penalty: 5035.288574
	Iteration 0F: 3 clusters Score -2922396 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2928697.750000 Penalty: 5035.288574
	Iteration 1F: 3 clusters Score -2928698 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2929621.250000 Penalty: 5035.288574
	Iteration 2F: 3 clusters Score -2929621 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2930755.250000 Penalty: 5035.288574
	Iteration 3F: 3 clusters Score -2930755 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2932122.750000 Penalty: 5035.288574
	Iteration 4F: 3 clusters Score -2932123 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2933611.500000 Penalty: 5035.288574
	Iteration 5F: 3 clusters Score -2933612 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2935039.000000 Penalty: 5035.288574
	Iteration 6F: 3 clusters Score -2935039 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2936112.500000 Penalty: 5035.288574
	Iteration 7F: 3 clusters Score -2936112 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2936942.500000 Penalty: 5035.288574
	Iteration 8Q: 3 clusters Score -2936942 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2937639.750000 Penalty: 5035.288574
	Iteration 9Q: 3 clusters Score -2937640 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2938067.000000 Penalty: 5035.288574
	Iteration 10Q: 3 clusters Score -2938067 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2938285.000000 Penalty: 5035.288574
	Iteration 11Q: 3 clusters Score -2938285 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2938405.750000 Penalty: 5035.288574
	Iteration 12Q: 3 clusters Score -2938406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2938491.250000 Penalty: 5035.288574
	Iteration 13Q: 3 clusters Score -2938491 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2938541.000000 Penalty: 5035.288574
	Iteration 14Q: 3 clusters Score -2938541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2938575.500000 Penalty: 5035.288574
	Iteration 15Q: 3 clusters Score -2938576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2938595.750000 Penalty: 5035.288574
	Iteration 16Q: 3 clusters Score -2938596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2938610.000000 Penalty: 5035.288574
	Iteration 17Q: 3 clusters Score -2938610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2938632.500000 Penalty: 5035.288574
	Iteration 18Q: 3 clusters Score -2938632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2938654.250000 Penalty: 5035.288574
	Iteration 19Q: 3 clusters Score -2938654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2938665.500000 Penalty: 5035.288574
	Iteration 20F: 3 clusters Score -2938666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2938679.500000 Penalty: 5035.288574
	Iteration 21Q: 3 clusters Score -2938680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2938675.250000 Penalty: 5035.288574
	Iteration 22Q: 3 clusters Score -2938675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2938688.250000 Penalty: 5035.288574
	Iteration 23Q: 3 clusters Score -2938688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2938689.500000 Penalty: 5035.288574
	Iteration 24Q: 3 clusters Score -2938690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2938700.250000 Penalty: 5035.288574
	Iteration 25Q: 3 clusters Score -2938700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2938702.500000 Penalty: 5035.288574
	Iteration 26Q: 3 clusters Score -2938702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2938700.000000 Penalty: 5035.288574
	Iteration 27Q: 3 clusters Score -2938700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2938708.750000 Penalty: 5035.288574
	Iteration 28Q: 3 clusters Score -2938709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2938708.500000 Penalty: 5035.288574
	Iteration 29Q: 3 clusters Score -2938708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2938707.750000 Penalty: 5035.288574
	Iteration 30Q: 3 clusters Score -2938708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2938708.750000 Penalty: 5035.288574
	Iteration 31Q: 3 clusters Score -2938709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2938705.500000 Penalty: 5035.288574
	Iteration 32Q: 3 clusters Score -2938706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2938705.750000 Penalty: 5035.288574
	Iteration 33Q: 3 clusters Score -2938706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2938705.750000 Penalty: 5035.288574
	Iteration 34F: 3 clusters Score -2938706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -28086.347656 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -28086.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26810.982422 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -26810.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26893.242188 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -26893.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26912.148438 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -26912.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26926.062500 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -26926.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26931.482422 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -26931.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26931.482422 Penalty: 2782.298096
	Iteration 5F: 3 clusters Score -26931.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Entering Unmasked Estep 
Score: -3632301.500000 Penalty: 2575.108643
	Iteration 0F: 2 clusters Score -3632302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3610498.250000 Penalty: 5150.217285
	Iteration 0F: 3 clusters Score -3610498 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3618301.500000 Penalty: 5150.217285
	Iteration 1F: 3 clusters Score -3618302 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3618814.500000 Penalty: 5150.217285
	Iteration 2Q: 3 clusters Score -3618814 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3619264.000000 Penalty: 5150.217285
	Iteration 3Q: 3 clusters Score -3619264 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3619731.750000 Penalty: 5150.217285
	Iteration 4Q: 3 clusters Score -3619732 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3620271.000000 Penalty: 5150.217285
	Iteration 5Q: 3 clusters Score -3620271 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3620972.250000 Penalty: 5150.217285
	Iteration 6Q: 3 clusters Score -3620972 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3621981.500000 Penalty: 5150.217285
	Iteration 7F: 3 clusters Score -3621982 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3623368.500000 Penalty: 5150.217285
	Iteration 8F: 3 clusters Score -3623368 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3625140.000000 Penalty: 5150.217285
	Iteration 9F: 3 clusters Score -3625140 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3627038.000000 Penalty: 5150.217285
	Iteration 10F: 3 clusters Score -3627038 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3628470.250000 Penalty: 5150.217285
	Iteration 11Q: 3 clusters Score -3628470 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3629322.000000 Penalty: 5150.217285
	Iteration 12Q: 3 clusters Score -3629322 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3629721.500000 Penalty: 5150.217285
	Iteration 13Q: 3 clusters Score -3629722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3629875.500000 Penalty: 5150.217285
	Iteration 14Q: 3 clusters Score -3629876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3629950.000000 Penalty: 5150.217285
	Iteration 15Q: 3 clusters Score -3629950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3630005.750000 Penalty: 5150.217285
	Iteration 16Q: 3 clusters Score -3630006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3630030.250000 Penalty: 5150.217285
	Iteration 17Q: 3 clusters Score -3630030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3630047.250000 Penalty: 5150.217285
	Iteration 18Q: 3 clusters Score -3630047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3630055.750000 Penalty: 5150.217285
	Iteration 19Q: 3 clusters Score -3630056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3630066.250000 Penalty: 5150.217285
	Iteration 20F: 3 clusters Score -3630066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3630066.750000 Penalty: 5150.217285
	Iteration 21Q: 3 clusters Score -3630067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3630066.750000 Penalty: 5150.217285
	Iteration 22F: 3 clusters Score -3630067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (304862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304862 members 
Entering Unmasked Estep 
Score: -34878152.000000 Penalty: 3131.648438
	Iteration 0F: 2 clusters Score -3.487815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -34683856.000000 Penalty: 6263.296875
	Iteration 0F: 3 clusters Score -3.468386e+07 nChanged 147394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -34771272.000000 Penalty: 6263.296875
	Iteration 1F: 3 clusters Score -3.477127e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139521 members 
Mstep: Class 2 contains 165341 members 
Entering Unmasked Estep 
Score: -34772928.000000 Penalty: 6263.296875
	Iteration 2Q: 3 clusters Score -3.477293e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131750 members 
Mstep: Class 2 contains 173112 members 
Entering Unmasked Estep 
Score: -34775700.000000 Penalty: 6263.296875
	Iteration 3Q: 3 clusters Score -3.47757e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 185043 members 
Entering Unmasked Estep 
Score: -34780432.000000 Penalty: 6263.296875
	Iteration 4Q: 3 clusters Score -3.478043e+07 nChanged 17867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 202326 members 
Entering Unmasked Estep 
Score: -34788844.000000 Penalty: 6263.296875
	Iteration 5F: 3 clusters Score -3.478884e+07 nChanged 23176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 225256 members 
Entering Unmasked Estep 
Score: -34804180.000000 Penalty: 6263.296875
	Iteration 6F: 3 clusters Score -3.480418e+07 nChanged 26674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 251822 members 
Entering Unmasked Estep 
Score: -34825876.000000 Penalty: 6263.296875
	Iteration 7F: 3 clusters Score -3.482588e+07 nChanged 24140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 275942 members 
Entering Unmasked Estep 
Score: -34848396.000000 Penalty: 6263.296875
	Iteration 8F: 3 clusters Score -3.48484e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 291936 members 
Entering Unmasked Estep 
Score: -34864392.000000 Penalty: 6263.296875
	Iteration 9F: 3 clusters Score -3.486439e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 299826 members 
Entering Unmasked Estep 
Score: -34871208.000000 Penalty: 6263.296875
	Iteration 10Q: 3 clusters Score -3.487121e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 302858 members 
Entering Unmasked Estep 
Score: -34873860.000000 Penalty: 6263.296875
	Iteration 11Q: 3 clusters Score -3.487386e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 303852 members 
Entering Unmasked Estep 
Score: -34874812.000000 Penalty: 6263.296875
	Iteration 12Q: 3 clusters Score -3.487481e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 304149 members 
Entering Unmasked Estep 
Score: -34875076.000000 Penalty: 6263.296875
	Iteration 13Q: 3 clusters Score -3.487508e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 304262 members 
Entering Unmasked Estep 
Score: -34875208.000000 Penalty: 6263.296875
	Iteration 14Q: 3 clusters Score -3.487521e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 304318 members 
Entering Unmasked Estep 
Score: -34875236.000000 Penalty: 6263.296875
	Iteration 15Q: 3 clusters Score -3.487524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 304348 members 
Entering Unmasked Estep 
Score: -34875276.000000 Penalty: 6263.296875
	Iteration 16Q: 3 clusters Score -3.487528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 304361 members 
Entering Unmasked Estep 
Score: -34875320.000000 Penalty: 6263.296875
	Iteration 17Q: 3 clusters Score -3.487532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 304373 members 
Entering Unmasked Estep 
Score: -34875344.000000 Penalty: 6263.296875
	Iteration 18Q: 3 clusters Score -3.487534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 304378 members 
Entering Unmasked Estep 
Score: -34875332.000000 Penalty: 6263.296875
	Iteration 19Q: 3 clusters Score -3.487533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 304384 members 
Entering Unmasked Estep 
Score: -34875328.000000 Penalty: 6263.296875
	Iteration 20F: 3 clusters Score -3.487533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 304385 members 
Entering Unmasked Estep 
Score: -34875360.000000 Penalty: 6263.296875
	Iteration 21Q: 3 clusters Score -3.487536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 304384 members 
Entering Unmasked Estep 
Score: -34875364.000000 Penalty: 6263.296875
	Iteration 22Q: 3 clusters Score -3.487536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 304387 members 
Entering Unmasked Estep 
Score: -34875348.000000 Penalty: 6263.296875
	Iteration 23Q: 3 clusters Score -3.487535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 304389 members 
Entering Unmasked Estep 
Score: -34875356.000000 Penalty: 6263.296875
	Iteration 24Q: 3 clusters Score -3.487536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 304391 members 
Entering Unmasked Estep 
Score: -34875336.000000 Penalty: 6263.296875
	Iteration 25Q: 3 clusters Score -3.487534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 304392 members 
Entering Unmasked Estep 
Score: -34875328.000000 Penalty: 6263.296875
	Iteration 26Q: 3 clusters Score -3.487533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 304394 members 
Entering Unmasked Estep 
Score: -34875344.000000 Penalty: 6263.296875
	Iteration 27Q: 3 clusters Score -3.487534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304396 members 
Entering Unmasked Estep 
Score: -34875344.000000 Penalty: 6263.296875
	Iteration 28Q: 3 clusters Score -3.487534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 304397 members 
Entering Unmasked Estep 
Score: -34875352.000000 Penalty: 6263.296875
	Iteration 29Q: 3 clusters Score -3.487535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 304399 members 
Entering Unmasked Estep 
Score: -34875348.000000 Penalty: 6263.296875
	Iteration 30Q: 3 clusters Score -3.487535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 304403 members 
Entering Unmasked Estep 
Score: -34875352.000000 Penalty: 6263.296875
	Iteration 31Q: 3 clusters Score -3.487535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 304406 members 
Entering Unmasked Estep 
Score: -34875364.000000 Penalty: 6263.296875
	Iteration 32Q: 3 clusters Score -3.487536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304408 members 
Entering Unmasked Estep 
Score: -34875364.000000 Penalty: 6263.296875
	Iteration 33Q: 3 clusters Score -3.487536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304408 members 
Entering Unmasked Estep 
Score: -34875364.000000 Penalty: 6263.296875
	Iteration 34Q: 3 clusters Score -3.487536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304408 members 
Entering Unmasked Estep 
Score: -34875380.000000 Penalty: 6263.296875
	Iteration 35Q: 3 clusters Score -3.487538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 304409 members 
Entering Unmasked Estep 
Score: -34875384.000000 Penalty: 6263.296875
	Iteration 36Q: 3 clusters Score -3.487538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 304410 members 
Entering Unmasked Estep 
Score: -34875380.000000 Penalty: 6263.296875
	Iteration 37Q: 3 clusters Score -3.487538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 304412 members 
Entering Unmasked Estep 
Score: -34875376.000000 Penalty: 6263.296875
	Iteration 38Q: 3 clusters Score -3.487538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 304413 members 
Entering Unmasked Estep 
Score: -34875392.000000 Penalty: 6263.296875
	Iteration 39Q: 3 clusters Score -3.487539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 304415 members 
Entering Unmasked Estep 
Score: -34875388.000000 Penalty: 6263.296875
	Iteration 40F: 3 clusters Score -3.487539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 304413 members 
Entering Unmasked Estep 
Score: -34875380.000000 Penalty: 6263.296875
	Iteration 41Q: 3 clusters Score -3.487538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 304412 members 
Entering Unmasked Estep 
Score: -34875376.000000 Penalty: 6263.296875
	Iteration 42Q: 3 clusters Score -3.487538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 304411 members 
Entering Unmasked Estep 
Score: -34875380.000000 Penalty: 6263.296875
	Iteration 43Q: 3 clusters Score -3.487538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 304409 members 
Entering Unmasked Estep 
Score: -34875384.000000 Penalty: 6263.296875
	Iteration 44Q: 3 clusters Score -3.487538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304408 members 
Entering Unmasked Estep 
Score: -34875384.000000 Penalty: 6263.296875
	Iteration 45Q: 3 clusters Score -3.487538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304408 members 
Entering Unmasked Estep 
Score: -34875384.000000 Penalty: 6263.296875
	Iteration 46F: 3 clusters Score -3.487538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -252366.375000 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -252366.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249603.968750 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -249604 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -250112.984375 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -250113 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -250247.578125 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -250247.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -250299.609375 Penalty: 3810.282715
	Iteration 3Q: 3 clusters Score -250299.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -250331.953125 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -250332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -250358.500000 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -250358.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250383.000000 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -250383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -250399.328125 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -250399.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -250409.250000 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -250409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250416.515625 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -250416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250420.500000 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -250420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -250425.812500 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -250425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -250435.046875 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -250435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -250448.796875 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -250448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250463.578125 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -250463.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250476.640625 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -250476.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -250491.437500 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -250491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -250499.421875 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -250499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250506.625000 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -250506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -250511.359375 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -250511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250515.593750 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -250515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -250520.640625 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -250520.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250525.453125 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -250525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250528.171875 Penalty: 3810.282715
	Iteration 23Q: 3 clusters Score -250528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250532.453125 Penalty: 3810.282715
	Iteration 24Q: 3 clusters Score -250532.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -250537.359375 Penalty: 3810.282715
	Iteration 25Q: 3 clusters Score -250537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -250541.046875 Penalty: 3810.282715
	Iteration 26Q: 3 clusters Score -250541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -250544.375000 Penalty: 3810.282715
	Iteration 27Q: 3 clusters Score -250544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -250544.484375 Penalty: 3810.282715
	Iteration 28Q: 3 clusters Score -250544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -250544.484375 Penalty: 3810.282715
	Iteration 29F: 3 clusters Score -250544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Entering Unmasked Estep 
Score: -14701752.000000 Penalty: 2914.628174
	Iteration 0F: 2 clusters Score -1.470175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -14616610.000000 Penalty: 5829.256348
	Iteration 0F: 3 clusters Score -1.461661e+07 nChanged 60669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -14651855.000000 Penalty: 5829.256348
	Iteration 1F: 3 clusters Score -1.465186e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -14652821.000000 Penalty: 5829.256348
	Iteration 2Q: 3 clusters Score -1.465282e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -14654251.000000 Penalty: 5829.256348
	Iteration 3Q: 3 clusters Score -1.465425e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -14656178.000000 Penalty: 5829.256348
	Iteration 4Q: 3 clusters Score -1.465618e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -14659255.000000 Penalty: 5829.256348
	Iteration 5Q: 3 clusters Score -1.465926e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -14664042.000000 Penalty: 5829.256348
	Iteration 6F: 3 clusters Score -1.466404e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -14670747.000000 Penalty: 5829.256348
	Iteration 7F: 3 clusters Score -1.467075e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -14677396.000000 Penalty: 5829.256348
	Iteration 8F: 3 clusters Score -1.46774e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -14681936.000000 Penalty: 5829.256348
	Iteration 9F: 3 clusters Score -1.468194e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -14684553.000000 Penalty: 5829.256348
	Iteration 10Q: 3 clusters Score -1.468455e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -14685894.000000 Penalty: 5829.256348
	Iteration 11Q: 3 clusters Score -1.468589e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -14686894.000000 Penalty: 5829.256348
	Iteration 12Q: 3 clusters Score -1.468689e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -14688045.000000 Penalty: 5829.256348
	Iteration 13Q: 3 clusters Score -1.468804e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -14689119.000000 Penalty: 5829.256348
	Iteration 14Q: 3 clusters Score -1.468912e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -14690495.000000 Penalty: 5829.256348
	Iteration 15Q: 3 clusters Score -1.46905e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -14691807.000000 Penalty: 5829.256348
	Iteration 16Q: 3 clusters Score -1.469181e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -14693543.000000 Penalty: 5829.256348
	Iteration 17Q: 3 clusters Score -1.469354e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -14695221.000000 Penalty: 5829.256348
	Iteration 18Q: 3 clusters Score -1.469522e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -14696727.000000 Penalty: 5829.256348
	Iteration 19Q: 3 clusters Score -1.469673e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -14697833.000000 Penalty: 5829.256348
	Iteration 20F: 3 clusters Score -1.469783e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -14698651.000000 Penalty: 5829.256348
	Iteration 21Q: 3 clusters Score -1.469865e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -14699221.000000 Penalty: 5829.256348
	Iteration 22Q: 3 clusters Score -1.469922e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -14699613.000000 Penalty: 5829.256348
	Iteration 23Q: 3 clusters Score -1.469961e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -14699884.000000 Penalty: 5829.256348
	Iteration 24Q: 3 clusters Score -1.469988e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -14700143.000000 Penalty: 5829.256348
	Iteration 25Q: 3 clusters Score -1.470014e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -14700213.000000 Penalty: 5829.256348
	Iteration 26Q: 3 clusters Score -1.470021e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -14700370.000000 Penalty: 5829.256348
	Iteration 27Q: 3 clusters Score -1.470037e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -14700507.000000 Penalty: 5829.256348
	Iteration 28Q: 3 clusters Score -1.470051e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103998 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -14700596.000000 Penalty: 5829.256348
	Iteration 29Q: 3 clusters Score -1.47006e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -14700674.000000 Penalty: 5829.256348
	Iteration 30Q: 3 clusters Score -1.470067e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -14700698.000000 Penalty: 5829.256348
	Iteration 31Q: 3 clusters Score -1.47007e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -14700792.000000 Penalty: 5829.256348
	Iteration 32Q: 3 clusters Score -1.470079e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -14700786.000000 Penalty: 5829.256348
	Iteration 33Q: 3 clusters Score -1.470079e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -14700834.000000 Penalty: 5829.256348
	Iteration 34Q: 3 clusters Score -1.470083e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -14700846.000000 Penalty: 5829.256348
	Iteration 35Q: 3 clusters Score -1.470085e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -14700856.000000 Penalty: 5829.256348
	Iteration 36Q: 3 clusters Score -1.470086e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106832 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -14700859.000000 Penalty: 5829.256348
	Iteration 37Q: 3 clusters Score -1.470086e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -14700888.000000 Penalty: 5829.256348
	Iteration 38Q: 3 clusters Score -1.470089e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -14700895.000000 Penalty: 5829.256348
	Iteration 39Q: 3 clusters Score -1.47009e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -14700942.000000 Penalty: 5829.256348
	Iteration 40F: 3 clusters Score -1.470094e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -14700955.000000 Penalty: 5829.256348
	Iteration 41Q: 3 clusters Score -1.470096e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107624 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -14700967.000000 Penalty: 5829.256348
	Iteration 42Q: 3 clusters Score -1.470097e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -14700942.000000 Penalty: 5829.256348
	Iteration 43Q: 3 clusters Score -1.470094e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -14700945.000000 Penalty: 5829.256348
	Iteration 44Q: 3 clusters Score -1.470094e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -14700924.000000 Penalty: 5829.256348
	Iteration 45Q: 3 clusters Score -1.470092e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108111 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -14700946.000000 Penalty: 5829.256348
	Iteration 46Q: 3 clusters Score -1.470095e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -14700923.000000 Penalty: 5829.256348
	Iteration 47Q: 3 clusters Score -1.470092e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -14700925.000000 Penalty: 5829.256348
	Iteration 48Q: 3 clusters Score -1.470092e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -14700940.000000 Penalty: 5829.256348
	Iteration 49Q: 3 clusters Score -1.470094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -14700944.000000 Penalty: 5829.256348
	Iteration 50Q: 3 clusters Score -1.470094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -14700959.000000 Penalty: 5829.256348
	Iteration 51Q: 3 clusters Score -1.470096e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -14700961.000000 Penalty: 5829.256348
	Iteration 52Q: 3 clusters Score -1.470096e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -14700989.000000 Penalty: 5829.256348
	Iteration 53Q: 3 clusters Score -1.470099e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -14700987.000000 Penalty: 5829.256348
	Iteration 54Q: 3 clusters Score -1.470099e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -14700989.000000 Penalty: 5829.256348
	Iteration 55Q: 3 clusters Score -1.470099e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -14700993.000000 Penalty: 5829.256348
	Iteration 56Q: 3 clusters Score -1.470099e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -14701007.000000 Penalty: 5829.256348
	Iteration 57Q: 3 clusters Score -1.470101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 58Q: 3 clusters Score -1.470103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -14701034.000000 Penalty: 5829.256348
	Iteration 59Q: 3 clusters Score -1.470103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -14701034.000000 Penalty: 5829.256348
	Iteration 60F: 3 clusters Score -1.470103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -14701016.000000 Penalty: 5829.256348
	Iteration 61Q: 3 clusters Score -1.470102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -14701020.000000 Penalty: 5829.256348
	Iteration 62Q: 3 clusters Score -1.470102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -14701024.000000 Penalty: 5829.256348
	Iteration 63Q: 3 clusters Score -1.470102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -14701019.000000 Penalty: 5829.256348
	Iteration 64Q: 3 clusters Score -1.470102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109020 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 65Q: 3 clusters Score -1.470103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 66Q: 3 clusters Score -1.470103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -14701035.000000 Penalty: 5829.256348
	Iteration 67Q: 3 clusters Score -1.470104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 68Q: 3 clusters Score -1.470103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -14701031.000000 Penalty: 5829.256348
	Iteration 69Q: 3 clusters Score -1.470103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 70Q: 3 clusters Score -1.470103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -14701030.000000 Penalty: 5829.256348
	Iteration 71Q: 3 clusters Score -1.470103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -14701026.000000 Penalty: 5829.256348
	Iteration 72Q: 3 clusters Score -1.470103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -14701024.000000 Penalty: 5829.256348
	Iteration 73Q: 3 clusters Score -1.470102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 74Q: 3 clusters Score -1.470103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -14701028.000000 Penalty: 5829.256348
	Iteration 75Q: 3 clusters Score -1.470103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109043 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -14701029.000000 Penalty: 5829.256348
	Iteration 76Q: 3 clusters Score -1.470103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -14701034.000000 Penalty: 5829.256348
	Iteration 77Q: 3 clusters Score -1.470103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -14701032.000000 Penalty: 5829.256348
	Iteration 78Q: 3 clusters Score -1.470103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -14701032.000000 Penalty: 5829.256348
	Iteration 79F: 3 clusters Score -1.470103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -28717.560547 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -28717.56 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 171 members 
Entering Unmasked Estep 
Score: -27474.185547 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -27474.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27823.447266 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -27823.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28017.113281 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -28017.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28239.044922 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -28239.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28462.531250 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -28462.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28556.482422 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -28556.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28573.687500 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -28573.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28612.574219 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -28612.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28681.064453 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -28681.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28720.367188 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -28720.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28720.367188 Penalty: 2886.761230
	Iteration 10F: 3 clusters Score -28720.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 99742 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127075 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64177 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
Score: -114628416.000000 Penalty: 82330.898438
Splitting cluster 18 changes total score from -114630304.000000 to -114628416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -72631.617188 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -72631.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70998.132812 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -70998.13 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71272.656250 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -71272.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71395.078125 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -71395.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71449.429688 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -71449.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71474.187500 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -71474.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71490.218750 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -71490.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71512.703125 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -71512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71525.039062 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -71525.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71530.210938 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -71530.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71533.742188 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -71533.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71537.445312 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -71537.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71537.445312 Penalty: 3257.069580
	Iteration 11F: 3 clusters Score -71537.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Entering Unmasked Estep 
Score: -2511915.750000 Penalty: 2472.484863
	Iteration 0F: 2 clusters Score -2511916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2496931.250000 Penalty: 4944.969727
	Iteration 0F: 3 clusters Score -2496931 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2501932.750000 Penalty: 4944.969727
	Iteration 1F: 3 clusters Score -2501933 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2502268.000000 Penalty: 4944.969727
	Iteration 2Q: 3 clusters Score -2502268 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2502539.500000 Penalty: 4944.969727
	Iteration 3Q: 3 clusters Score -2502540 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2502763.000000 Penalty: 4944.969727
	Iteration 4Q: 3 clusters Score -2502763 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2502985.500000 Penalty: 4944.969727
	Iteration 5Q: 3 clusters Score -2502986 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2503185.500000 Penalty: 4944.969727
	Iteration 6Q: 3 clusters Score -2503186 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2503425.750000 Penalty: 4944.969727
	Iteration 7Q: 3 clusters Score -2503426 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2503730.500000 Penalty: 4944.969727
	Iteration 8Q: 3 clusters Score -2503730 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2504152.750000 Penalty: 4944.969727
	Iteration 9Q: 3 clusters Score -2504153 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2504688.250000 Penalty: 4944.969727
	Iteration 10Q: 3 clusters Score -2504688 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2505310.750000 Penalty: 4944.969727
	Iteration 11Q: 3 clusters Score -2505311 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2505961.000000 Penalty: 4944.969727
	Iteration 12Q: 3 clusters Score -2505961 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2506602.500000 Penalty: 4944.969727
	Iteration 13Q: 3 clusters Score -2506602 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2507173.500000 Penalty: 4944.969727
	Iteration 14Q: 3 clusters Score -2507174 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2507601.750000 Penalty: 4944.969727
	Iteration 15Q: 3 clusters Score -2507602 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2507930.000000 Penalty: 4944.969727
	Iteration 16Q: 3 clusters Score -2507930 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2508208.250000 Penalty: 4944.969727
	Iteration 17Q: 3 clusters Score -2508208 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2508447.000000 Penalty: 4944.969727
	Iteration 18Q: 3 clusters Score -2508447 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2508649.750000 Penalty: 4944.969727
	Iteration 19Q: 3 clusters Score -2508650 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2508805.000000 Penalty: 4944.969727
	Iteration 20F: 3 clusters Score -2508805 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2508942.250000 Penalty: 4944.969727
	Iteration 21Q: 3 clusters Score -2508942 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2509061.000000 Penalty: 4944.969727
	Iteration 22Q: 3 clusters Score -2509061 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2509175.500000 Penalty: 4944.969727
	Iteration 23Q: 3 clusters Score -2509176 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2509256.000000 Penalty: 4944.969727
	Iteration 24Q: 3 clusters Score -2509256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2509320.250000 Penalty: 4944.969727
	Iteration 25Q: 3 clusters Score -2509320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2509380.000000 Penalty: 4944.969727
	Iteration 26Q: 3 clusters Score -2509380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2509419.250000 Penalty: 4944.969727
	Iteration 27Q: 3 clusters Score -2509419 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2509456.750000 Penalty: 4944.969727
	Iteration 28Q: 3 clusters Score -2509457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2509499.250000 Penalty: 4944.969727
	Iteration 29Q: 3 clusters Score -2509499 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2509543.000000 Penalty: 4944.969727
	Iteration 30Q: 3 clusters Score -2509543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2509565.500000 Penalty: 4944.969727
	Iteration 31Q: 3 clusters Score -2509566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2509584.500000 Penalty: 4944.969727
	Iteration 32Q: 3 clusters Score -2509584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2509600.500000 Penalty: 4944.969727
	Iteration 33Q: 3 clusters Score -2509600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2509609.250000 Penalty: 4944.969727
	Iteration 34Q: 3 clusters Score -2509609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2509620.500000 Penalty: 4944.969727
	Iteration 35Q: 3 clusters Score -2509620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2509631.750000 Penalty: 4944.969727
	Iteration 36Q: 3 clusters Score -2509632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2509639.750000 Penalty: 4944.969727
	Iteration 37Q: 3 clusters Score -2509640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2509644.000000 Penalty: 4944.969727
	Iteration 38Q: 3 clusters Score -2509644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2509645.750000 Penalty: 4944.969727
	Iteration 39Q: 3 clusters Score -2509646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2509654.000000 Penalty: 4944.969727
	Iteration 40F: 3 clusters Score -2509654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2509661.000000 Penalty: 4944.969727
	Iteration 41Q: 3 clusters Score -2509661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2509678.750000 Penalty: 4944.969727
	Iteration 42Q: 3 clusters Score -2509679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2509683.750000 Penalty: 4944.969727
	Iteration 43Q: 3 clusters Score -2509684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2509684.750000 Penalty: 4944.969727
	Iteration 44Q: 3 clusters Score -2509685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2509689.500000 Penalty: 4944.969727
	Iteration 45Q: 3 clusters Score -2509690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2509692.000000 Penalty: 4944.969727
	Iteration 46Q: 3 clusters Score -2509692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2509695.000000 Penalty: 4944.969727
	Iteration 47Q: 3 clusters Score -2509695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2509697.500000 Penalty: 4944.969727
	Iteration 48Q: 3 clusters Score -2509698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2509699.750000 Penalty: 4944.969727
	Iteration 49Q: 3 clusters Score -2509700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2509708.500000 Penalty: 4944.969727
	Iteration 50Q: 3 clusters Score -2509708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2509712.500000 Penalty: 4944.969727
	Iteration 51Q: 3 clusters Score -2509712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2509714.250000 Penalty: 4944.969727
	Iteration 52Q: 3 clusters Score -2509714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2509716.250000 Penalty: 4944.969727
	Iteration 53Q: 3 clusters Score -2509716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2509717.250000 Penalty: 4944.969727
	Iteration 54Q: 3 clusters Score -2509717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2509722.750000 Penalty: 4944.969727
	Iteration 55Q: 3 clusters Score -2509723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2509724.500000 Penalty: 4944.969727
	Iteration 56Q: 3 clusters Score -2509724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2509728.000000 Penalty: 4944.969727
	Iteration 57Q: 3 clusters Score -2509728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2509728.250000 Penalty: 4944.969727
	Iteration 58Q: 3 clusters Score -2509728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2509732.250000 Penalty: 4944.969727
	Iteration 59Q: 3 clusters Score -2509732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2509733.500000 Penalty: 4944.969727
	Iteration 60F: 3 clusters Score -2509734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2509735.750000 Penalty: 4944.969727
	Iteration 61Q: 3 clusters Score -2509736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2509737.250000 Penalty: 4944.969727
	Iteration 62Q: 3 clusters Score -2509737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2509737.500000 Penalty: 4944.969727
	Iteration 63Q: 3 clusters Score -2509738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2509737.250000 Penalty: 4944.969727
	Iteration 64Q: 3 clusters Score -2509737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2509737.250000 Penalty: 4944.969727
	Iteration 65F: 3 clusters Score -2509737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -2065806.375000 Penalty: 2424.629883
	Iteration 0F: 2 clusters Score -2065806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2053291.250000 Penalty: 4849.259766
	Iteration 0F: 3 clusters Score -2053291 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2057231.750000 Penalty: 4849.259766
	Iteration 1F: 3 clusters Score -2057232 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2057585.375000 Penalty: 4849.259766
	Iteration 2F: 3 clusters Score -2057585 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2057846.250000 Penalty: 4849.259766
	Iteration 3Q: 3 clusters Score -2057846 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2058075.625000 Penalty: 4849.259766
	Iteration 4Q: 3 clusters Score -2058076 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2058312.250000 Penalty: 4849.259766
	Iteration 5Q: 3 clusters Score -2058312 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2058579.625000 Penalty: 4849.259766
	Iteration 6Q: 3 clusters Score -2058580 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2058901.500000 Penalty: 4849.259766
	Iteration 7Q: 3 clusters Score -2058902 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2059284.250000 Penalty: 4849.259766
	Iteration 8Q: 3 clusters Score -2059284 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2059779.875000 Penalty: 4849.259766
	Iteration 9Q: 3 clusters Score -2059780 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2060394.250000 Penalty: 4849.259766
	Iteration 10Q: 3 clusters Score -2060394 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2061095.250000 Penalty: 4849.259766
	Iteration 11F: 3 clusters Score -2061095 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2061792.375000 Penalty: 4849.259766
	Iteration 12Q: 3 clusters Score -2061792 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2062422.375000 Penalty: 4849.259766
	Iteration 13Q: 3 clusters Score -2062422 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2062858.500000 Penalty: 4849.259766
	Iteration 14Q: 3 clusters Score -2062858 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2063138.875000 Penalty: 4849.259766
	Iteration 15Q: 3 clusters Score -2063139 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2063296.250000 Penalty: 4849.259766
	Iteration 16Q: 3 clusters Score -2063296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2063401.125000 Penalty: 4849.259766
	Iteration 17Q: 3 clusters Score -2063401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2063474.750000 Penalty: 4849.259766
	Iteration 18Q: 3 clusters Score -2063475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2063527.625000 Penalty: 4849.259766
	Iteration 19Q: 3 clusters Score -2063528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2063565.875000 Penalty: 4849.259766
	Iteration 20F: 3 clusters Score -2063566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2063605.250000 Penalty: 4849.259766
	Iteration 21Q: 3 clusters Score -2063605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2063634.000000 Penalty: 4849.259766
	Iteration 22Q: 3 clusters Score -2063634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2063655.375000 Penalty: 4849.259766
	Iteration 23Q: 3 clusters Score -2063655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2063670.250000 Penalty: 4849.259766
	Iteration 24Q: 3 clusters Score -2063670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2063684.250000 Penalty: 4849.259766
	Iteration 25Q: 3 clusters Score -2063684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2063700.750000 Penalty: 4849.259766
	Iteration 26Q: 3 clusters Score -2063701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2063714.000000 Penalty: 4849.259766
	Iteration 27Q: 3 clusters Score -2063714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2063722.875000 Penalty: 4849.259766
	Iteration 28Q: 3 clusters Score -2063723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2063732.000000 Penalty: 4849.259766
	Iteration 29Q: 3 clusters Score -2063732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2063738.875000 Penalty: 4849.259766
	Iteration 30Q: 3 clusters Score -2063739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2063740.750000 Penalty: 4849.259766
	Iteration 31Q: 3 clusters Score -2063741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2063740.750000 Penalty: 4849.259766
	Iteration 32F: 3 clusters Score -2063741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Entering Unmasked Estep 
Score: -7485611.500000 Penalty: 2745.211182
	Iteration 0F: 2 clusters Score -7485612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7442649.500000 Penalty: 5490.422363
	Iteration 0F: 3 clusters Score -7442650 nChanged 29865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -7459162.000000 Penalty: 5490.422363
	Iteration 1F: 3 clusters Score -7459162 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -7460133.500000 Penalty: 5490.422363
	Iteration 2Q: 3 clusters Score -7460134 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -7461647.000000 Penalty: 5490.422363
	Iteration 3F: 3 clusters Score -7461647 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -7464073.500000 Penalty: 5490.422363
	Iteration 4F: 3 clusters Score -7464074 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -7467960.500000 Penalty: 5490.422363
	Iteration 5F: 3 clusters Score -7467960 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -7473090.500000 Penalty: 5490.422363
	Iteration 6F: 3 clusters Score -7473090 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -7477991.000000 Penalty: 5490.422363
	Iteration 7F: 3 clusters Score -7477991 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7480879.000000 Penalty: 5490.422363
	Iteration 8Q: 3 clusters Score -7480879 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7482165.500000 Penalty: 5490.422363
	Iteration 9Q: 3 clusters Score -7482166 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7482728.000000 Penalty: 5490.422363
	Iteration 10Q: 3 clusters Score -7482728 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7483016.000000 Penalty: 5490.422363
	Iteration 11Q: 3 clusters Score -7483016 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7483134.000000 Penalty: 5490.422363
	Iteration 12Q: 3 clusters Score -7483134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7483203.500000 Penalty: 5490.422363
	Iteration 13Q: 3 clusters Score -7483204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7483240.500000 Penalty: 5490.422363
	Iteration 14Q: 3 clusters Score -7483240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7483271.000000 Penalty: 5490.422363
	Iteration 15Q: 3 clusters Score -7483271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7483294.500000 Penalty: 5490.422363
	Iteration 16Q: 3 clusters Score -7483294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7483307.500000 Penalty: 5490.422363
	Iteration 17Q: 3 clusters Score -7483308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7483336.000000 Penalty: 5490.422363
	Iteration 18Q: 3 clusters Score -7483336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7483344.500000 Penalty: 5490.422363
	Iteration 19Q: 3 clusters Score -7483344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7483347.500000 Penalty: 5490.422363
	Iteration 20F: 3 clusters Score -7483348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7483352.000000 Penalty: 5490.422363
	Iteration 21Q: 3 clusters Score -7483352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7483357.500000 Penalty: 5490.422363
	Iteration 22Q: 3 clusters Score -7483358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7483369.000000 Penalty: 5490.422363
	Iteration 23Q: 3 clusters Score -7483369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7483378.500000 Penalty: 5490.422363
	Iteration 24Q: 3 clusters Score -7483378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7483381.500000 Penalty: 5490.422363
	Iteration 25Q: 3 clusters Score -7483382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7483378.000000 Penalty: 5490.422363
	Iteration 26Q: 3 clusters Score -7483378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7483378.000000 Penalty: 5490.422363
	Iteration 27F: 3 clusters Score -7483378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -127184.953125 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -127185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125060.460938 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -125060.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125533.328125 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -125533.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125797.664062 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -125797.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126066.421875 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -126066.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126397.078125 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -126397.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126871.289062 Penalty: 3562.446533
	Iteration 5F: 3 clusters Score -126871.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127194.453125 Penalty: 3562.446533
	Iteration 6F: 3 clusters Score -127194.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127413.492188 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -127413.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127842.859375 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -127842.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128536.195312 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -128536.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -129273.554688 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -129273.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129604.984375 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -129605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129629.531250 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -129629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129634.125000 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -129634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129637.148438 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -129637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129664.156250 Penalty: 3562.446533
	Iteration 15F: 3 clusters Score -129664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -129739.484375 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -129739.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -129907.851562 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -129907.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130040.359375 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -130040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -130121.554688 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -130121.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130313.445312 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -130313.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130760.562500 Penalty: 3562.446533
	Iteration 21Q: 3 clusters Score -130760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131106.062500 Penalty: 3562.446533
	Iteration 22Q: 3 clusters Score -131106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131106.062500 Penalty: 3562.446533
	Iteration 23F: 3 clusters Score -131106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 99742 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127075 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64177 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
Score: -114632632.000000 Penalty: 82330.898438
Splitting cluster 23 changes total score from -114630304.000000 to -114632632.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 24 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -86910.132812 Penalty: 1683.944092
	Iteration 0F: 2 clusters Score -86910.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85039.757812 Penalty: 3367.888184
	Iteration 0F: 3 clusters Score -85039.76 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85358.937500 Penalty: 3367.888184
	Iteration 1F: 3 clusters Score -85358.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85719.640625 Penalty: 3367.888184
	Iteration 2F: 3 clusters Score -85719.64 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85984.601562 Penalty: 3367.888184
	Iteration 3F: 3 clusters Score -85984.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86122.015625 Penalty: 3367.888184
	Iteration 4F: 3 clusters Score -86122.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86248.109375 Penalty: 3367.888184
	Iteration 5Q: 3 clusters Score -86248.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86352.398438 Penalty: 3367.888184
	Iteration 6Q: 3 clusters Score -86352.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86443.390625 Penalty: 3367.888184
	Iteration 7Q: 3 clusters Score -86443.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86603.914062 Penalty: 3367.888184
	Iteration 8Q: 3 clusters Score -86603.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86815.257812 Penalty: 3367.888184
	Iteration 9Q: 3 clusters Score -86815.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86932.710938 Penalty: 3367.888184
	Iteration 10Q: 3 clusters Score -86932.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86959.820312 Penalty: 3367.888184
	Iteration 11Q: 3 clusters Score -86959.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86979.062500 Penalty: 3367.888184
	Iteration 12Q: 3 clusters Score -86979.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86994.351562 Penalty: 3367.888184
	Iteration 13Q: 3 clusters Score -86994.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87008.140625 Penalty: 3367.888184
	Iteration 14Q: 3 clusters Score -87008.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -87057.046875 Penalty: 3367.888184
	Iteration 15Q: 3 clusters Score -87057.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87189.875000 Penalty: 3367.888184
	Iteration 16Q: 3 clusters Score -87189.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87212.742188 Penalty: 3367.888184
	Iteration 17Q: 3 clusters Score -87212.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87233.289062 Penalty: 3367.888184
	Iteration 18Q: 3 clusters Score -87233.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87240.210938 Penalty: 3367.888184
	Iteration 19Q: 3 clusters Score -87240.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87242.875000 Penalty: 3367.888184
	Iteration 20F: 3 clusters Score -87242.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 99742 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127075 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64177 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
Score: -114631224.000000 Penalty: 85761.351562
Splitting cluster 24 changes total score from -114630304.000000 to -114631224.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 99742 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 5 contains 53625 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23574 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 127075 members 
Mstep: Class 18 contains 337 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64177 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631240.000000 Penalty: 85761.351562
Iteration 119Q: 26 clusters Score -1.146312e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 99741 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 53635 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23573 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36298 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25626 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32323 members 
Mstep: Class 15 contains 304854 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 127050 members 
Mstep: Class 18 contains 330 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 21399 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64172 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631288.000000 Penalty: 85761.351562
Iteration 120F: 26 clusters Score -1.146313e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 99741 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53642 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165770 members 
Mstep: Class 8 contains 23572 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36298 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25622 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32323 members 
Mstep: Class 15 contains 304850 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 127035 members 
Mstep: Class 18 contains 326 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21417 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 64169 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631336.000000 Penalty: 85761.351562
Iteration 121Q: 26 clusters Score -1.146313e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53645 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165773 members 
Mstep: Class 8 contains 23572 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304841 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 127026 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64168 members 
Mstep: Class 23 contains 747 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631328.000000 Penalty: 85761.351562
Iteration 122Q: 26 clusters Score -1.146313e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53647 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165776 members 
Mstep: Class 8 contains 23571 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36294 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25620 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304847 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 127007 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21450 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64165 members 
Mstep: Class 23 contains 756 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631488.000000 Penalty: 85761.351562
Iteration 123Q: 26 clusters Score -1.146315e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53648 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165776 members 
Mstep: Class 8 contains 23570 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 36290 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25620 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32323 members 
Mstep: Class 15 contains 304856 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 126993 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64163 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631496.000000 Penalty: 85761.351562
Iteration 124Q: 26 clusters Score -1.146315e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53645 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165778 members 
Mstep: Class 8 contains 23570 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36285 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32323 members 
Mstep: Class 15 contains 304868 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 126983 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21468 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 64161 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631520.000000 Penalty: 85761.351562
Iteration 125Q: 26 clusters Score -1.146315e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53643 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165777 members 
Mstep: Class 8 contains 23567 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36284 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304872 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126981 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64160 members 
Mstep: Class 23 contains 788 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631496.000000 Penalty: 85761.351562
Iteration 126Q: 26 clusters Score -1.146315e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53643 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165776 members 
Mstep: Class 8 contains 23566 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36281 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304875 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126974 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21484 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64161 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631536.000000 Penalty: 85761.351562
Iteration 127Q: 26 clusters Score -1.146315e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53643 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165774 members 
Mstep: Class 8 contains 23565 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36281 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25617 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304876 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126968 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21497 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 64160 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631488.000000 Penalty: 85761.351562
Iteration 128Q: 26 clusters Score -1.146315e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 536 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53647 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165772 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36280 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25613 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304874 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126963 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21507 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64160 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631520.000000 Penalty: 85761.351562
Iteration 129Q: 26 clusters Score -1.146315e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53650 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165772 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36279 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25610 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32321 members 
Mstep: Class 15 contains 304868 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126960 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21515 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64160 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631504.000000 Penalty: 85761.351562
Iteration 130Q: 26 clusters Score -1.146315e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53651 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165773 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36279 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25609 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32321 members 
Mstep: Class 15 contains 304866 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126954 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 64160 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631488.000000 Penalty: 85761.351562
Iteration 131Q: 26 clusters Score -1.146315e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53654 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165773 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36279 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25607 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32321 members 
Mstep: Class 15 contains 304867 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126949 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21527 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 64161 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631512.000000 Penalty: 85761.351562
Iteration 132Q: 26 clusters Score -1.146315e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53656 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165773 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36279 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25606 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304867 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126944 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21532 members 
Mstep: Class 21 contains 17615 members 
Mstep: Class 22 contains 64160 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631528.000000 Penalty: 85761.351562
Iteration 133Q: 26 clusters Score -1.146315e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165772 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36278 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25604 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304866 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126947 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21534 members 
Mstep: Class 21 contains 17614 members 
Mstep: Class 22 contains 64159 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631528.000000 Penalty: 85761.351562
Iteration 134Q: 26 clusters Score -1.146315e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53658 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165770 members 
Mstep: Class 8 contains 23564 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36278 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25602 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304863 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126948 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21538 members 
Mstep: Class 21 contains 17615 members 
Mstep: Class 22 contains 64158 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631536.000000 Penalty: 85761.351562
Iteration 135Q: 26 clusters Score -1.146315e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36278 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25602 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304863 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126948 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21540 members 
Mstep: Class 21 contains 17617 members 
Mstep: Class 22 contains 64156 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631496.000000 Penalty: 85761.351562
Iteration 136Q: 26 clusters Score -1.146315e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36279 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25602 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304862 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126947 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21543 members 
Mstep: Class 21 contains 17618 members 
Mstep: Class 22 contains 64154 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631528.000000 Penalty: 85761.351562
Iteration 137Q: 26 clusters Score -1.146315e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36278 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25601 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304861 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126947 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21545 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 64153 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631536.000000 Penalty: 85761.351562
Iteration 138Q: 26 clusters Score -1.146315e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25601 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304855 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126946 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21552 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64153 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631544.000000 Penalty: 85761.351562
Iteration 139Q: 26 clusters Score -1.146315e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23562 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25601 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304846 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126945 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21562 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64154 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631672.000000 Penalty: 85761.351562
Iteration 140F: 26 clusters Score -1.146317e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165768 members 
Mstep: Class 8 contains 23562 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304844 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126942 members 
Mstep: Class 18 contains 239 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21570 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64152 members 
Mstep: Class 23 contains 829 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632048.000000 Penalty: 85761.351562
Iteration 141Q: 26 clusters Score -1.14632e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165767 members 
Mstep: Class 8 contains 23563 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304839 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126941 members 
Mstep: Class 18 contains 218 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21578 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64150 members 
Mstep: Class 23 contains 850 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632272.000000 Penalty: 85761.351562
Iteration 142Q: 26 clusters Score -1.146323e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165763 members 
Mstep: Class 8 contains 23561 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304842 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126940 members 
Mstep: Class 18 contains 213 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21583 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64149 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632408.000000 Penalty: 85761.351562
Iteration 143Q: 26 clusters Score -1.146324e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53658 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165763 members 
Mstep: Class 8 contains 23561 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126940 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21586 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64149 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632448.000000 Penalty: 85761.351562
Iteration 144Q: 26 clusters Score -1.146324e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53658 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165761 members 
Mstep: Class 8 contains 23561 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304839 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126941 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21589 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64148 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632408.000000 Penalty: 85761.351562
Iteration 145Q: 26 clusters Score -1.146324e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 99739 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53658 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165761 members 
Mstep: Class 8 contains 23561 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304837 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126940 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64148 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632416.000000 Penalty: 85761.351562
Iteration 146Q: 26 clusters Score -1.146324e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 99739 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53658 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165761 members 
Mstep: Class 8 contains 23560 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36276 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304835 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126938 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64148 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632392.000000 Penalty: 85761.351562
Iteration 147Q: 26 clusters Score -1.146324e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 99738 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165761 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304835 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126937 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64148 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632312.000000 Penalty: 85761.351562
Iteration 148Q: 26 clusters Score -1.146323e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165760 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304834 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126936 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632344.000000 Penalty: 85761.351562
Iteration 149Q: 26 clusters Score -1.146323e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165760 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304836 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126933 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632368.000000 Penalty: 85761.351562
Iteration 150Q: 26 clusters Score -1.146324e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304839 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126933 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632336.000000 Penalty: 85761.351562
Iteration 151Q: 26 clusters Score -1.146323e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632344.000000 Penalty: 85761.351562
Iteration 152Q: 26 clusters Score -1.146323e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 577 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 214 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632360.000000 Penalty: 85761.351562
Iteration 153F: 26 clusters Score -1.146324e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 216 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632416.000000 Penalty: 85761.351562
Iteration 154Q: 26 clusters Score -1.146324e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 216 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632416.000000 Penalty: 85761.351562
Iteration 155F: 26 clusters Score -1.146324e+08 nChanged 0
Entering ConstructFrom: 
Score: -114632416.000000 Penalty: 85761.351562
Entering ConstructFrom: 
Trying to split cluster 1 (30890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Entering Unmasked Estep 
Score: -3613302.750000 Penalty: 2563.870605
	Iteration 0F: 2 clusters Score -3613303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3592155.500000 Penalty: 5127.741211
	Iteration 0F: 3 clusters Score -3592156 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3599831.250000 Penalty: 5127.741211
	Iteration 1F: 3 clusters Score -3599831 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3600361.000000 Penalty: 5127.741211
	Iteration 2Q: 3 clusters Score -3600361 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3600834.250000 Penalty: 5127.741211
	Iteration 3Q: 3 clusters Score -3600834 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3601358.000000 Penalty: 5127.741211
	Iteration 4Q: 3 clusters Score -3601358 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3601992.500000 Penalty: 5127.741211
	Iteration 5Q: 3 clusters Score -3601992 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3602780.750000 Penalty: 5127.741211
	Iteration 6Q: 3 clusters Score -3602781 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3603773.500000 Penalty: 5127.741211
	Iteration 7Q: 3 clusters Score -3603774 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3604838.750000 Penalty: 5127.741211
	Iteration 8F: 3 clusters Score -3604839 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3606029.500000 Penalty: 5127.741211
	Iteration 9F: 3 clusters Score -3606030 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3607289.000000 Penalty: 5127.741211
	Iteration 10F: 3 clusters Score -3607289 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3608354.750000 Penalty: 5127.741211
	Iteration 11Q: 3 clusters Score -3608355 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3609162.000000 Penalty: 5127.741211
	Iteration 12Q: 3 clusters Score -3609162 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3609753.750000 Penalty: 5127.741211
	Iteration 13Q: 3 clusters Score -3609754 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3610155.000000 Penalty: 5127.741211
	Iteration 14Q: 3 clusters Score -3610155 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3610408.000000 Penalty: 5127.741211
	Iteration 15Q: 3 clusters Score -3610408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3610619.250000 Penalty: 5127.741211
	Iteration 16Q: 3 clusters Score -3610619 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3610764.250000 Penalty: 5127.741211
	Iteration 17Q: 3 clusters Score -3610764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3610848.500000 Penalty: 5127.741211
	Iteration 18Q: 3 clusters Score -3610848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3610910.000000 Penalty: 5127.741211
	Iteration 19Q: 3 clusters Score -3610910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3610956.250000 Penalty: 5127.741211
	Iteration 20F: 3 clusters Score -3610956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3610989.250000 Penalty: 5127.741211
	Iteration 21Q: 3 clusters Score -3610989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3611007.750000 Penalty: 5127.741211
	Iteration 22Q: 3 clusters Score -3611008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3611025.750000 Penalty: 5127.741211
	Iteration 23Q: 3 clusters Score -3611026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3611037.250000 Penalty: 5127.741211
	Iteration 24Q: 3 clusters Score -3611037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3611039.500000 Penalty: 5127.741211
	Iteration 25Q: 3 clusters Score -3611040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3611051.000000 Penalty: 5127.741211
	Iteration 26Q: 3 clusters Score -3611051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3611060.000000 Penalty: 5127.741211
	Iteration 27Q: 3 clusters Score -3611060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3611064.000000 Penalty: 5127.741211
	Iteration 28Q: 3 clusters Score -3611064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3611063.750000 Penalty: 5127.741211
	Iteration 29Q: 3 clusters Score -3611064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3611072.000000 Penalty: 5127.741211
	Iteration 30Q: 3 clusters Score -3611072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3611072.500000 Penalty: 5127.741211
	Iteration 31Q: 3 clusters Score -3611072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3611070.500000 Penalty: 5127.741211
	Iteration 32Q: 3 clusters Score -3611070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3611069.250000 Penalty: 5127.741211
	Iteration 33Q: 3 clusters Score -3611069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3611069.250000 Penalty: 5127.741211
	Iteration 34F: 3 clusters Score -3611069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Entering Unmasked Estep 
Score: -11529086.000000 Penalty: 2854.552490
	Iteration 0F: 2 clusters Score -1.152909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -11462367.000000 Penalty: 5709.104980
	Iteration 0F: 3 clusters Score -1.146237e+07 nChanged 47274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -11489251.000000 Penalty: 5709.104980
	Iteration 1F: 3 clusters Score -1.148925e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -11490309.000000 Penalty: 5709.104980
	Iteration 2Q: 3 clusters Score -1.149031e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -11491635.000000 Penalty: 5709.104980
	Iteration 3Q: 3 clusters Score -1.149164e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -11493364.000000 Penalty: 5709.104980
	Iteration 4Q: 3 clusters Score -1.149336e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -11496122.000000 Penalty: 5709.104980
	Iteration 5Q: 3 clusters Score -1.149612e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -11499741.000000 Penalty: 5709.104980
	Iteration 6F: 3 clusters Score -1.149974e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -11503879.000000 Penalty: 5709.104980
	Iteration 7F: 3 clusters Score -1.150388e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -11508439.000000 Penalty: 5709.104980
	Iteration 8F: 3 clusters Score -1.150844e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -11513299.000000 Penalty: 5709.104980
	Iteration 9F: 3 clusters Score -1.15133e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -11517728.000000 Penalty: 5709.104980
	Iteration 10F: 3 clusters Score -1.151773e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -11521495.000000 Penalty: 5709.104980
	Iteration 11Q: 3 clusters Score -1.15215e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -11523856.000000 Penalty: 5709.104980
	Iteration 12Q: 3 clusters Score -1.152386e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -11525243.000000 Penalty: 5709.104980
	Iteration 13Q: 3 clusters Score -1.152524e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -11525930.000000 Penalty: 5709.104980
	Iteration 14Q: 3 clusters Score -1.152593e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -11526288.000000 Penalty: 5709.104980
	Iteration 15Q: 3 clusters Score -1.152629e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -11526506.000000 Penalty: 5709.104980
	Iteration 16Q: 3 clusters Score -1.152651e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -11526608.000000 Penalty: 5709.104980
	Iteration 17Q: 3 clusters Score -1.152661e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -11526704.000000 Penalty: 5709.104980
	Iteration 18Q: 3 clusters Score -1.15267e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -11526746.000000 Penalty: 5709.104980
	Iteration 19Q: 3 clusters Score -1.152675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -11526774.000000 Penalty: 5709.104980
	Iteration 20F: 3 clusters Score -1.152677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -11526805.000000 Penalty: 5709.104980
	Iteration 21Q: 3 clusters Score -1.15268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -11526830.000000 Penalty: 5709.104980
	Iteration 22Q: 3 clusters Score -1.152683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -11526839.000000 Penalty: 5709.104980
	Iteration 23Q: 3 clusters Score -1.152684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -11526839.000000 Penalty: 5709.104980
	Iteration 24Q: 3 clusters Score -1.152684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -11526839.000000 Penalty: 5709.104980
	Iteration 25Q: 3 clusters Score -1.152684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -11526831.000000 Penalty: 5709.104980
	Iteration 26Q: 3 clusters Score -1.152683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -11526840.000000 Penalty: 5709.104980
	Iteration 27Q: 3 clusters Score -1.152684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -11526845.000000 Penalty: 5709.104980
	Iteration 28Q: 3 clusters Score -1.152684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -11526846.000000 Penalty: 5709.104980
	Iteration 29Q: 3 clusters Score -1.152685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -11526846.000000 Penalty: 5709.104980
	Iteration 30F: 3 clusters Score -1.152685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -54038.542969 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -54038.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52553.906250 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -52553.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52750.492188 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -52750.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52847.570312 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -52847.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52921.925781 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -52921.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52964.796875 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -52964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53001.949219 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -53001.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53028.628906 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -53028.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53044.988281 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -53044.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53058.125000 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -53058.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53074.937500 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -53074.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53083.957031 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -53083.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53107.105469 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -53107.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53138.144531 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -53138.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53165.246094 Penalty: 3117.854980
	Iteration 13Q: 3 clusters Score -53165.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53173.847656 Penalty: 3117.854980
	Iteration 14Q: 3 clusters Score -53173.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53194.914062 Penalty: 3117.854980
	Iteration 15Q: 3 clusters Score -53194.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53210.074219 Penalty: 3117.854980
	Iteration 16Q: 3 clusters Score -53210.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53242.769531 Penalty: 3117.854980
	Iteration 17Q: 3 clusters Score -53242.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53283.351562 Penalty: 3117.854980
	Iteration 18Q: 3 clusters Score -53283.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53307.937500 Penalty: 3117.854980
	Iteration 19Q: 3 clusters Score -53307.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53315.320312 Penalty: 3117.854980
	Iteration 20F: 3 clusters Score -53315.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53326.863281 Penalty: 3117.854980
	Iteration 21Q: 3 clusters Score -53326.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53356.070312 Penalty: 3117.854980
	Iteration 22Q: 3 clusters Score -53356.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53360.742188 Penalty: 3117.854980
	Iteration 23Q: 3 clusters Score -53360.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53362.453125 Penalty: 3117.854980
	Iteration 24Q: 3 clusters Score -53362.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53363.515625 Penalty: 3117.854980
	Iteration 25Q: 3 clusters Score -53363.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53363.515625 Penalty: 3117.854980
	Iteration 26F: 3 clusters Score -53363.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -57430.093750 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -57430.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55834.441406 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -55834.44 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56087.929688 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -56087.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56192.910156 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -56192.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56247.882812 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -56247.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56272.613281 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -56272.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56294.968750 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -56294.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56317.937500 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -56317.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56341.777344 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -56341.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56361.484375 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -56361.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56389.691406 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -56389.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56418.808594 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -56418.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56488.156250 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -56488.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56565.500000 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -56565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56608.816406 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -56608.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56649.761719 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -56649.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56666.246094 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -56666.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56682.066406 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -56682.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56695.699219 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -56695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56700.101562 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -56700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56705.164062 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -56705.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56709.160156 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -56709.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Entering Unmasked Estep 
Score: -6264950.500000 Penalty: 2700.811035
	Iteration 0F: 2 clusters Score -6264950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -6228809.500000 Penalty: 5401.622070
	Iteration 0F: 3 clusters Score -6228810 nChanged 24787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6242430.000000 Penalty: 5401.622070
	Iteration 1F: 3 clusters Score -6242430 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -6242963.500000 Penalty: 5401.622070
	Iteration 2Q: 3 clusters Score -6242964 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -6243585.000000 Penalty: 5401.622070
	Iteration 3Q: 3 clusters Score -6243585 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6244539.500000 Penalty: 5401.622070
	Iteration 4Q: 3 clusters Score -6244540 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -6246598.500000 Penalty: 5401.622070
	Iteration 5F: 3 clusters Score -6246598 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -6250223.000000 Penalty: 5401.622070
	Iteration 6F: 3 clusters Score -6250223 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -6255054.500000 Penalty: 5401.622070
	Iteration 7F: 3 clusters Score -6255054 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6259628.500000 Penalty: 5401.622070
	Iteration 8F: 3 clusters Score -6259628 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -6262831.500000 Penalty: 5401.622070
	Iteration 9F: 3 clusters Score -6262832 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -6264289.000000 Penalty: 5401.622070
	Iteration 10Q: 3 clusters Score -6264289 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -6264742.000000 Penalty: 5401.622070
	Iteration 11Q: 3 clusters Score -6264742 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -6264919.000000 Penalty: 5401.622070
	Iteration 12Q: 3 clusters Score -6264919 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6265011.500000 Penalty: 5401.622070
	Iteration 13Q: 3 clusters Score -6265012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -6265066.000000 Penalty: 5401.622070
	Iteration 14Q: 3 clusters Score -6265066 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -6265111.500000 Penalty: 5401.622070
	Iteration 15Q: 3 clusters Score -6265112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -6265157.500000 Penalty: 5401.622070
	Iteration 16Q: 3 clusters Score -6265158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6265181.000000 Penalty: 5401.622070
	Iteration 17Q: 3 clusters Score -6265181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -6265193.000000 Penalty: 5401.622070
	Iteration 18Q: 3 clusters Score -6265193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6265233.500000 Penalty: 5401.622070
	Iteration 19Q: 3 clusters Score -6265234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6265253.500000 Penalty: 5401.622070
	Iteration 20F: 3 clusters Score -6265254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6265262.000000 Penalty: 5401.622070
	Iteration 21Q: 3 clusters Score -6265262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -6265269.000000 Penalty: 5401.622070
	Iteration 22Q: 3 clusters Score -6265269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -6265276.000000 Penalty: 5401.622070
	Iteration 23Q: 3 clusters Score -6265276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -6265285.500000 Penalty: 5401.622070
	Iteration 24Q: 3 clusters Score -6265286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -6265288.000000 Penalty: 5401.622070
	Iteration 25Q: 3 clusters Score -6265288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -6265286.500000 Penalty: 5401.622070
	Iteration 26Q: 3 clusters Score -6265286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -6265296.500000 Penalty: 5401.622070
	Iteration 27Q: 3 clusters Score -6265296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6265310.000000 Penalty: 5401.622070
	Iteration 28Q: 3 clusters Score -6265310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -6265327.000000 Penalty: 5401.622070
	Iteration 29Q: 3 clusters Score -6265327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6265330.500000 Penalty: 5401.622070
	Iteration 30Q: 3 clusters Score -6265330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -6265334.500000 Penalty: 5401.622070
	Iteration 31Q: 3 clusters Score -6265334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6265336.500000 Penalty: 5401.622070
	Iteration 32Q: 3 clusters Score -6265336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -6265336.500000 Penalty: 5401.622070
	Iteration 33Q: 3 clusters Score -6265336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6265325.000000 Penalty: 5401.622070
	Iteration 34Q: 3 clusters Score -6265325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -6265327.500000 Penalty: 5401.622070
	Iteration 35Q: 3 clusters Score -6265328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6265321.000000 Penalty: 5401.622070
	Iteration 36Q: 3 clusters Score -6265321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -6265327.500000 Penalty: 5401.622070
	Iteration 37Q: 3 clusters Score -6265328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6265319.500000 Penalty: 5401.622070
	Iteration 38Q: 3 clusters Score -6265320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6265332.500000 Penalty: 5401.622070
	Iteration 39Q: 3 clusters Score -6265332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -6265333.500000 Penalty: 5401.622070
	Iteration 40F: 3 clusters Score -6265334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6265343.000000 Penalty: 5401.622070
	Iteration 41Q: 3 clusters Score -6265343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -6265336.000000 Penalty: 5401.622070
	Iteration 42Q: 3 clusters Score -6265336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -6265338.000000 Penalty: 5401.622070
	Iteration 43Q: 3 clusters Score -6265338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -6265336.500000 Penalty: 5401.622070
	Iteration 44Q: 3 clusters Score -6265336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -6265342.000000 Penalty: 5401.622070
	Iteration 45Q: 3 clusters Score -6265342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -6265342.500000 Penalty: 5401.622070
	Iteration 46Q: 3 clusters Score -6265342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6265341.000000 Penalty: 5401.622070
	Iteration 47Q: 3 clusters Score -6265341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -6265346.000000 Penalty: 5401.622070
	Iteration 48Q: 3 clusters Score -6265346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -6265350.500000 Penalty: 5401.622070
	Iteration 49Q: 3 clusters Score -6265350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -6265350.500000 Penalty: 5401.622070
	Iteration 50Q: 3 clusters Score -6265350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -6265353.500000 Penalty: 5401.622070
	Iteration 51Q: 3 clusters Score -6265354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -6265349.500000 Penalty: 5401.622070
	Iteration 52Q: 3 clusters Score -6265350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6265351.500000 Penalty: 5401.622070
	Iteration 53Q: 3 clusters Score -6265352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6265347.500000 Penalty: 5401.622070
	Iteration 54Q: 3 clusters Score -6265348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6265349.000000 Penalty: 5401.622070
	Iteration 55Q: 3 clusters Score -6265349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -6265341.500000 Penalty: 5401.622070
	Iteration 56Q: 3 clusters Score -6265342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6265342.000000 Penalty: 5401.622070
	Iteration 57Q: 3 clusters Score -6265342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6265345.000000 Penalty: 5401.622070
	Iteration 58Q: 3 clusters Score -6265345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6265343.000000 Penalty: 5401.622070
	Iteration 59Q: 3 clusters Score -6265343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -6265342.500000 Penalty: 5401.622070
	Iteration 60F: 3 clusters Score -6265342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6265343.500000 Penalty: 5401.622070
	Iteration 61Q: 3 clusters Score -6265344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6265343.500000 Penalty: 5401.622070
	Iteration 62F: 3 clusters Score -6265344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 48014 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 216 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 5643 members 
Entering Unmasked Estep 
Score: -114632296.000000 Penalty: 89191.812500
Splitting cluster 5 changes total score from -114632416.000000 to -114632296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -414252.718750 Penalty: 2032.921387
	Iteration 0F: 2 clusters Score -414252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -410595.718750 Penalty: 4065.842773
	Iteration 0F: 3 clusters Score -410595.7 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -411365.156250 Penalty: 4065.842773
	Iteration 1F: 3 clusters Score -411365.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -411510.343750 Penalty: 4065.842773
	Iteration 2F: 3 clusters Score -411510.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -411599.281250 Penalty: 4065.842773
	Iteration 3Q: 3 clusters Score -411599.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -411659.000000 Penalty: 4065.842773
	Iteration 4Q: 3 clusters Score -411659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -411696.343750 Penalty: 4065.842773
	Iteration 5Q: 3 clusters Score -411696.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -411721.156250 Penalty: 4065.842773
	Iteration 6Q: 3 clusters Score -411721.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -411745.968750 Penalty: 4065.842773
	Iteration 7Q: 3 clusters Score -411746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -411763.968750 Penalty: 4065.842773
	Iteration 8Q: 3 clusters Score -411764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -411781.937500 Penalty: 4065.842773
	Iteration 9Q: 3 clusters Score -411781.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -411799.937500 Penalty: 4065.842773
	Iteration 10Q: 3 clusters Score -411799.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -411816.718750 Penalty: 4065.842773
	Iteration 11Q: 3 clusters Score -411816.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -411830.156250 Penalty: 4065.842773
	Iteration 12Q: 3 clusters Score -411830.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -411842.781250 Penalty: 4065.842773
	Iteration 13Q: 3 clusters Score -411842.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -411857.250000 Penalty: 4065.842773
	Iteration 14Q: 3 clusters Score -411857.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -411866.687500 Penalty: 4065.842773
	Iteration 15Q: 3 clusters Score -411866.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -411876.250000 Penalty: 4065.842773
	Iteration 16Q: 3 clusters Score -411876.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -411882.031250 Penalty: 4065.842773
	Iteration 17Q: 3 clusters Score -411882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -411887.468750 Penalty: 4065.842773
	Iteration 18Q: 3 clusters Score -411887.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -411890.625000 Penalty: 4065.842773
	Iteration 19Q: 3 clusters Score -411890.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -411895.000000 Penalty: 4065.842773
	Iteration 20F: 3 clusters Score -411895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -411899.968750 Penalty: 4065.842773
	Iteration 21Q: 3 clusters Score -411900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -411904.156250 Penalty: 4065.842773
	Iteration 22Q: 3 clusters Score -411904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -411909.843750 Penalty: 4065.842773
	Iteration 23Q: 3 clusters Score -411909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -411913.718750 Penalty: 4065.842773
	Iteration 24Q: 3 clusters Score -411913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -411919.406250 Penalty: 4065.842773
	Iteration 25Q: 3 clusters Score -411919.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -411922.593750 Penalty: 4065.842773
	Iteration 26Q: 3 clusters Score -411922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -411927.312500 Penalty: 4065.842773
	Iteration 27Q: 3 clusters Score -411927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -411931.718750 Penalty: 4065.842773
	Iteration 28Q: 3 clusters Score -411931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -411935.625000 Penalty: 4065.842773
	Iteration 29Q: 3 clusters Score -411935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -411941.218750 Penalty: 4065.842773
	Iteration 30Q: 3 clusters Score -411941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -411945.062500 Penalty: 4065.842773
	Iteration 31Q: 3 clusters Score -411945.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -411949.218750 Penalty: 4065.842773
	Iteration 32Q: 3 clusters Score -411949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -411953.343750 Penalty: 4065.842773
	Iteration 33Q: 3 clusters Score -411953.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -411957.000000 Penalty: 4065.842773
	Iteration 34Q: 3 clusters Score -411957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -411959.125000 Penalty: 4065.842773
	Iteration 35Q: 3 clusters Score -411959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -411960.156250 Penalty: 4065.842773
	Iteration 36Q: 3 clusters Score -411960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -411962.187500 Penalty: 4065.842773
	Iteration 37Q: 3 clusters Score -411962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -411963.468750 Penalty: 4065.842773
	Iteration 38Q: 3 clusters Score -411963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -411967.281250 Penalty: 4065.842773
	Iteration 39Q: 3 clusters Score -411967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -411967.500000 Penalty: 4065.842773
	Iteration 40F: 3 clusters Score -411967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -411970.750000 Penalty: 4065.842773
	Iteration 41Q: 3 clusters Score -411970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -411974.312500 Penalty: 4065.842773
	Iteration 42Q: 3 clusters Score -411974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -411975.875000 Penalty: 4065.842773
	Iteration 43Q: 3 clusters Score -411975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -411979.250000 Penalty: 4065.842773
	Iteration 44Q: 3 clusters Score -411979.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -411982.718750 Penalty: 4065.842773
	Iteration 45Q: 3 clusters Score -411982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -411987.406250 Penalty: 4065.842773
	Iteration 46Q: 3 clusters Score -411987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -411993.500000 Penalty: 4065.842773
	Iteration 47Q: 3 clusters Score -411993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -412001.062500 Penalty: 4065.842773
	Iteration 48Q: 3 clusters Score -412001.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -412008.406250 Penalty: 4065.842773
	Iteration 49Q: 3 clusters Score -412008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -412016.218750 Penalty: 4065.842773
	Iteration 50Q: 3 clusters Score -412016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -412026.687500 Penalty: 4065.842773
	Iteration 51Q: 3 clusters Score -412026.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -412036.031250 Penalty: 4065.842773
	Iteration 52Q: 3 clusters Score -412036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -412044.062500 Penalty: 4065.842773
	Iteration 53Q: 3 clusters Score -412044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -412057.281250 Penalty: 4065.842773
	Iteration 54Q: 3 clusters Score -412057.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -412066.156250 Penalty: 4065.842773
	Iteration 55Q: 3 clusters Score -412066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -412073.343750 Penalty: 4065.842773
	Iteration 56Q: 3 clusters Score -412073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -412081.687500 Penalty: 4065.842773
	Iteration 57Q: 3 clusters Score -412081.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -412086.562500 Penalty: 4065.842773
	Iteration 58Q: 3 clusters Score -412086.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -412093.062500 Penalty: 4065.842773
	Iteration 59Q: 3 clusters Score -412093.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -412099.687500 Penalty: 4065.842773
	Iteration 60F: 3 clusters Score -412099.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -412108.187500 Penalty: 4065.842773
	Iteration 61Q: 3 clusters Score -412108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -412117.031250 Penalty: 4065.842773
	Iteration 62Q: 3 clusters Score -412117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -412125.750000 Penalty: 4065.842773
	Iteration 63Q: 3 clusters Score -412125.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -412136.468750 Penalty: 4065.842773
	Iteration 64Q: 3 clusters Score -412136.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -412144.781250 Penalty: 4065.842773
	Iteration 65Q: 3 clusters Score -412144.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -412150.281250 Penalty: 4065.842773
	Iteration 66Q: 3 clusters Score -412150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -412154.843750 Penalty: 4065.842773
	Iteration 67Q: 3 clusters Score -412154.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -412159.125000 Penalty: 4065.842773
	Iteration 68Q: 3 clusters Score -412159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -412165.000000 Penalty: 4065.842773
	Iteration 69Q: 3 clusters Score -412165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -412171.156250 Penalty: 4065.842773
	Iteration 70Q: 3 clusters Score -412171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -412178.062500 Penalty: 4065.842773
	Iteration 71Q: 3 clusters Score -412178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -412184.968750 Penalty: 4065.842773
	Iteration 72Q: 3 clusters Score -412185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -412192.500000 Penalty: 4065.842773
	Iteration 73Q: 3 clusters Score -412192.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -412202.750000 Penalty: 4065.842773
	Iteration 74Q: 3 clusters Score -412202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -412208.750000 Penalty: 4065.842773
	Iteration 75Q: 3 clusters Score -412208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -412215.750000 Penalty: 4065.842773
	Iteration 76Q: 3 clusters Score -412215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -412222.625000 Penalty: 4065.842773
	Iteration 77Q: 3 clusters Score -412222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -412229.000000 Penalty: 4065.842773
	Iteration 78Q: 3 clusters Score -412229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -412235.875000 Penalty: 4065.842773
	Iteration 79Q: 3 clusters Score -412235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -412243.187500 Penalty: 4065.842773
	Iteration 80F: 3 clusters Score -412243.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -412251.750000 Penalty: 4065.842773
	Iteration 81Q: 3 clusters Score -412251.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -412257.031250 Penalty: 4065.842773
	Iteration 82Q: 3 clusters Score -412257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -412259.625000 Penalty: 4065.842773
	Iteration 83Q: 3 clusters Score -412259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -412263.687500 Penalty: 4065.842773
	Iteration 84Q: 3 clusters Score -412263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -412264.531250 Penalty: 4065.842773
	Iteration 85Q: 3 clusters Score -412264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -412264.812500 Penalty: 4065.842773
	Iteration 86Q: 3 clusters Score -412264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -412268.000000 Penalty: 4065.842773
	Iteration 87Q: 3 clusters Score -412268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -412272.343750 Penalty: 4065.842773
	Iteration 88Q: 3 clusters Score -412272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -412274.625000 Penalty: 4065.842773
	Iteration 89Q: 3 clusters Score -412274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -412279.562500 Penalty: 4065.842773
	Iteration 90Q: 3 clusters Score -412279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -412283.968750 Penalty: 4065.842773
	Iteration 91Q: 3 clusters Score -412284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -412294.156250 Penalty: 4065.842773
	Iteration 92Q: 3 clusters Score -412294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -412302.531250 Penalty: 4065.842773
	Iteration 93Q: 3 clusters Score -412302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -412306.000000 Penalty: 4065.842773
	Iteration 94Q: 3 clusters Score -412306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -412318.750000 Penalty: 4065.842773
	Iteration 95Q: 3 clusters Score -412318.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -412327.000000 Penalty: 4065.842773
	Iteration 96Q: 3 clusters Score -412327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -412334.625000 Penalty: 4065.842773
	Iteration 97Q: 3 clusters Score -412334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -412343.218750 Penalty: 4065.842773
	Iteration 98Q: 3 clusters Score -412343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -412348.000000 Penalty: 4065.842773
	Iteration 99Q: 3 clusters Score -412348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -412355.500000 Penalty: 4065.842773
	Iteration 100F: 3 clusters Score -412355.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -412367.000000 Penalty: 4065.842773
	Iteration 101Q: 3 clusters Score -412367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -412379.031250 Penalty: 4065.842773
	Iteration 102Q: 3 clusters Score -412379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -412388.968750 Penalty: 4065.842773
	Iteration 103Q: 3 clusters Score -412389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -412404.312500 Penalty: 4065.842773
	Iteration 104Q: 3 clusters Score -412404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -412419.031250 Penalty: 4065.842773
	Iteration 105Q: 3 clusters Score -412419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -412433.312500 Penalty: 4065.842773
	Iteration 106Q: 3 clusters Score -412433.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -412451.156250 Penalty: 4065.842773
	Iteration 107Q: 3 clusters Score -412451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -412461.843750 Penalty: 4065.842773
	Iteration 108Q: 3 clusters Score -412461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -412470.093750 Penalty: 4065.842773
	Iteration 109Q: 3 clusters Score -412470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -412478.843750 Penalty: 4065.842773
	Iteration 110Q: 3 clusters Score -412478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -412481.156250 Penalty: 4065.842773
	Iteration 111Q: 3 clusters Score -412481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -412489.343750 Penalty: 4065.842773
	Iteration 112Q: 3 clusters Score -412489.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -412497.781250 Penalty: 4065.842773
	Iteration 113Q: 3 clusters Score -412497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -412508.187500 Penalty: 4065.842773
	Iteration 114Q: 3 clusters Score -412508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -412518.343750 Penalty: 4065.842773
	Iteration 115Q: 3 clusters Score -412518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -412521.187500 Penalty: 4065.842773
	Iteration 116Q: 3 clusters Score -412521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -412523.625000 Penalty: 4065.842773
	Iteration 117Q: 3 clusters Score -412523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -412529.375000 Penalty: 4065.842773
	Iteration 118Q: 3 clusters Score -412529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -412534.781250 Penalty: 4065.842773
	Iteration 119Q: 3 clusters Score -412534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -412539.343750 Penalty: 4065.842773
	Iteration 120F: 3 clusters Score -412539.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -412543.187500 Penalty: 4065.842773
	Iteration 121Q: 3 clusters Score -412543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -412546.031250 Penalty: 4065.842773
	Iteration 122Q: 3 clusters Score -412546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -412550.437500 Penalty: 4065.842773
	Iteration 123Q: 3 clusters Score -412550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -412550.437500 Penalty: 4065.842773
	Iteration 124F: 3 clusters Score -412550.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Entering Unmasked Estep 
Score: -19065382.000000 Penalty: 2980.532959
	Iteration 0F: 2 clusters Score -1.906538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -18955748.000000 Penalty: 5961.065918
	Iteration 0F: 3 clusters Score -1.895575e+07 nChanged 79397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -19001460.000000 Penalty: 5961.065918
	Iteration 1F: 3 clusters Score -1.900146e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -19002588.000000 Penalty: 5961.065918
	Iteration 2Q: 3 clusters Score -1.900259e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -19004430.000000 Penalty: 5961.065918
	Iteration 3Q: 3 clusters Score -1.900443e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -19007586.000000 Penalty: 5961.065918
	Iteration 4Q: 3 clusters Score -1.900759e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -19013806.000000 Penalty: 5961.065918
	Iteration 5F: 3 clusters Score -1.901381e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -19024448.000000 Penalty: 5961.065918
	Iteration 6F: 3 clusters Score -1.902445e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 140266 members 
Entering Unmasked Estep 
Score: -19039318.000000 Penalty: 5961.065918
	Iteration 7F: 3 clusters Score -1.903932e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -19052742.000000 Penalty: 5961.065918
	Iteration 8F: 3 clusters Score -1.905274e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -19059444.000000 Penalty: 5961.065918
	Iteration 9Q: 3 clusters Score -1.905944e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -19061616.000000 Penalty: 5961.065918
	Iteration 10Q: 3 clusters Score -1.906162e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -19062398.000000 Penalty: 5961.065918
	Iteration 11Q: 3 clusters Score -1.90624e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -19062632.000000 Penalty: 5961.065918
	Iteration 12Q: 3 clusters Score -1.906263e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -19062760.000000 Penalty: 5961.065918
	Iteration 13Q: 3 clusters Score -1.906276e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -19062870.000000 Penalty: 5961.065918
	Iteration 14Q: 3 clusters Score -1.906287e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -19062898.000000 Penalty: 5961.065918
	Iteration 15Q: 3 clusters Score -1.90629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -19062956.000000 Penalty: 5961.065918
	Iteration 16Q: 3 clusters Score -1.906296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -19062966.000000 Penalty: 5961.065918
	Iteration 17Q: 3 clusters Score -1.906297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 165316 members 
Entering Unmasked Estep 
Score: -19062982.000000 Penalty: 5961.065918
	Iteration 18Q: 3 clusters Score -1.906298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 165318 members 
Entering Unmasked Estep 
Score: -19062974.000000 Penalty: 5961.065918
	Iteration 19Q: 3 clusters Score -1.906297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 165324 members 
Entering Unmasked Estep 
Score: -19062994.000000 Penalty: 5961.065918
	Iteration 20F: 3 clusters Score -1.906299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -19063010.000000 Penalty: 5961.065918
	Iteration 21Q: 3 clusters Score -1.906301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -19063032.000000 Penalty: 5961.065918
	Iteration 22Q: 3 clusters Score -1.906303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -19063022.000000 Penalty: 5961.065918
	Iteration 23Q: 3 clusters Score -1.906302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -19063052.000000 Penalty: 5961.065918
	Iteration 24Q: 3 clusters Score -1.906305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 165332 members 
Entering Unmasked Estep 
Score: -19063058.000000 Penalty: 5961.065918
	Iteration 25Q: 3 clusters Score -1.906306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -19063068.000000 Penalty: 5961.065918
	Iteration 26Q: 3 clusters Score -1.906307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -19063068.000000 Penalty: 5961.065918
	Iteration 27Q: 3 clusters Score -1.906307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -19063068.000000 Penalty: 5961.065918
	Iteration 28F: 3 clusters Score -1.906307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Entering Unmasked Estep 
Score: -2515949.750000 Penalty: 2496.681396
	Iteration 0F: 2 clusters Score -2515950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2499494.750000 Penalty: 4993.362793
	Iteration 0F: 3 clusters Score -2499495 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2505294.250000 Penalty: 4993.362793
	Iteration 1F: 3 clusters Score -2505294 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2505979.000000 Penalty: 4993.362793
	Iteration 2F: 3 clusters Score -2505979 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2506775.250000 Penalty: 4993.362793
	Iteration 3F: 3 clusters Score -2506775 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2507679.250000 Penalty: 4993.362793
	Iteration 4F: 3 clusters Score -2507679 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2508650.250000 Penalty: 4993.362793
	Iteration 5F: 3 clusters Score -2508650 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2509551.500000 Penalty: 4993.362793
	Iteration 6F: 3 clusters Score -2509552 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2510280.750000 Penalty: 4993.362793
	Iteration 7F: 3 clusters Score -2510281 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2510804.750000 Penalty: 4993.362793
	Iteration 8Q: 3 clusters Score -2510805 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2511199.750000 Penalty: 4993.362793
	Iteration 9Q: 3 clusters Score -2511200 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2511486.250000 Penalty: 4993.362793
	Iteration 10Q: 3 clusters Score -2511486 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2511697.500000 Penalty: 4993.362793
	Iteration 11Q: 3 clusters Score -2511698 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2511880.000000 Penalty: 4993.362793
	Iteration 12Q: 3 clusters Score -2511880 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2512007.000000 Penalty: 4993.362793
	Iteration 13Q: 3 clusters Score -2512007 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2512118.250000 Penalty: 4993.362793
	Iteration 14Q: 3 clusters Score -2512118 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2512216.250000 Penalty: 4993.362793
	Iteration 15Q: 3 clusters Score -2512216 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2512325.000000 Penalty: 4993.362793
	Iteration 16Q: 3 clusters Score -2512325 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2512376.000000 Penalty: 4993.362793
	Iteration 17Q: 3 clusters Score -2512376 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2512444.000000 Penalty: 4993.362793
	Iteration 18Q: 3 clusters Score -2512444 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2512532.750000 Penalty: 4993.362793
	Iteration 19Q: 3 clusters Score -2512533 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2512639.500000 Penalty: 4993.362793
	Iteration 20F: 3 clusters Score -2512640 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2512754.500000 Penalty: 4993.362793
	Iteration 21Q: 3 clusters Score -2512754 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2512871.500000 Penalty: 4993.362793
	Iteration 22Q: 3 clusters Score -2512872 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2512994.250000 Penalty: 4993.362793
	Iteration 23Q: 3 clusters Score -2512994 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2513115.250000 Penalty: 4993.362793
	Iteration 24Q: 3 clusters Score -2513115 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2513230.500000 Penalty: 4993.362793
	Iteration 25Q: 3 clusters Score -2513230 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2513349.500000 Penalty: 4993.362793
	Iteration 26Q: 3 clusters Score -2513350 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2513450.000000 Penalty: 4993.362793
	Iteration 27Q: 3 clusters Score -2513450 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2513571.000000 Penalty: 4993.362793
	Iteration 28Q: 3 clusters Score -2513571 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2513670.750000 Penalty: 4993.362793
	Iteration 29Q: 3 clusters Score -2513671 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2513769.250000 Penalty: 4993.362793
	Iteration 30Q: 3 clusters Score -2513769 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2513852.250000 Penalty: 4993.362793
	Iteration 31Q: 3 clusters Score -2513852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2513935.000000 Penalty: 4993.362793
	Iteration 32Q: 3 clusters Score -2513935 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2514039.000000 Penalty: 4993.362793
	Iteration 33Q: 3 clusters Score -2514039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2514127.250000 Penalty: 4993.362793
	Iteration 34Q: 3 clusters Score -2514127 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2514193.750000 Penalty: 4993.362793
	Iteration 35Q: 3 clusters Score -2514194 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2514286.250000 Penalty: 4993.362793
	Iteration 36Q: 3 clusters Score -2514286 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2514353.250000 Penalty: 4993.362793
	Iteration 37Q: 3 clusters Score -2514353 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2514424.750000 Penalty: 4993.362793
	Iteration 38Q: 3 clusters Score -2514425 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2514485.500000 Penalty: 4993.362793
	Iteration 39Q: 3 clusters Score -2514486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2514543.250000 Penalty: 4993.362793
	Iteration 40F: 3 clusters Score -2514543 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2514568.000000 Penalty: 4993.362793
	Iteration 41Q: 3 clusters Score -2514568 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2514614.000000 Penalty: 4993.362793
	Iteration 42Q: 3 clusters Score -2514614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2514656.500000 Penalty: 4993.362793
	Iteration 43Q: 3 clusters Score -2514656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2514685.000000 Penalty: 4993.362793
	Iteration 44Q: 3 clusters Score -2514685 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2514691.250000 Penalty: 4993.362793
	Iteration 45Q: 3 clusters Score -2514691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2514714.500000 Penalty: 4993.362793
	Iteration 46Q: 3 clusters Score -2514714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2514751.250000 Penalty: 4993.362793
	Iteration 47Q: 3 clusters Score -2514751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2514756.500000 Penalty: 4993.362793
	Iteration 48Q: 3 clusters Score -2514756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2514784.500000 Penalty: 4993.362793
	Iteration 49Q: 3 clusters Score -2514784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2514802.000000 Penalty: 4993.362793
	Iteration 50Q: 3 clusters Score -2514802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2514811.750000 Penalty: 4993.362793
	Iteration 51Q: 3 clusters Score -2514812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2514829.250000 Penalty: 4993.362793
	Iteration 52Q: 3 clusters Score -2514829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2514844.250000 Penalty: 4993.362793
	Iteration 53Q: 3 clusters Score -2514844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2514848.250000 Penalty: 4993.362793
	Iteration 54Q: 3 clusters Score -2514848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2514847.000000 Penalty: 4993.362793
	Iteration 55Q: 3 clusters Score -2514847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2514866.500000 Penalty: 4993.362793
	Iteration 56Q: 3 clusters Score -2514866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2514868.250000 Penalty: 4993.362793
	Iteration 57Q: 3 clusters Score -2514868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2514881.750000 Penalty: 4993.362793
	Iteration 58Q: 3 clusters Score -2514882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2514878.500000 Penalty: 4993.362793
	Iteration 59Q: 3 clusters Score -2514878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2514885.500000 Penalty: 4993.362793
	Iteration 60F: 3 clusters Score -2514886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2514904.250000 Penalty: 4993.362793
	Iteration 61Q: 3 clusters Score -2514904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2514915.750000 Penalty: 4993.362793
	Iteration 62Q: 3 clusters Score -2514916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2514920.000000 Penalty: 4993.362793
	Iteration 63Q: 3 clusters Score -2514920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2514931.000000 Penalty: 4993.362793
	Iteration 64Q: 3 clusters Score -2514931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2514934.500000 Penalty: 4993.362793
	Iteration 65Q: 3 clusters Score -2514934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2514942.750000 Penalty: 4993.362793
	Iteration 66Q: 3 clusters Score -2514943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2514936.750000 Penalty: 4993.362793
	Iteration 67Q: 3 clusters Score -2514937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2514940.750000 Penalty: 4993.362793
	Iteration 68Q: 3 clusters Score -2514941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2514947.250000 Penalty: 4993.362793
	Iteration 69Q: 3 clusters Score -2514947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2514956.500000 Penalty: 4993.362793
	Iteration 70Q: 3 clusters Score -2514956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2514954.250000 Penalty: 4993.362793
	Iteration 71Q: 3 clusters Score -2514954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2514955.750000 Penalty: 4993.362793
	Iteration 72Q: 3 clusters Score -2514956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2514959.000000 Penalty: 4993.362793
	Iteration 73Q: 3 clusters Score -2514959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2514955.000000 Penalty: 4993.362793
	Iteration 74Q: 3 clusters Score -2514955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2514961.000000 Penalty: 4993.362793
	Iteration 75Q: 3 clusters Score -2514961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2514968.500000 Penalty: 4993.362793
	Iteration 76Q: 3 clusters Score -2514968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2514969.250000 Penalty: 4993.362793
	Iteration 77Q: 3 clusters Score -2514969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2514969.000000 Penalty: 4993.362793
	Iteration 78Q: 3 clusters Score -2514969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2514972.000000 Penalty: 4993.362793
	Iteration 79Q: 3 clusters Score -2514972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2514970.250000 Penalty: 4993.362793
	Iteration 80F: 3 clusters Score -2514970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2514971.250000 Penalty: 4993.362793
	Iteration 81Q: 3 clusters Score -2514971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2514973.750000 Penalty: 4993.362793
	Iteration 82Q: 3 clusters Score -2514974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2514979.500000 Penalty: 4993.362793
	Iteration 83Q: 3 clusters Score -2514980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2514977.250000 Penalty: 4993.362793
	Iteration 84Q: 3 clusters Score -2514977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2514976.750000 Penalty: 4993.362793
	Iteration 85Q: 3 clusters Score -2514977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2514975.500000 Penalty: 4993.362793
	Iteration 86Q: 3 clusters Score -2514976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2514977.500000 Penalty: 4993.362793
	Iteration 87Q: 3 clusters Score -2514978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2514979.250000 Penalty: 4993.362793
	Iteration 88Q: 3 clusters Score -2514979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2514976.250000 Penalty: 4993.362793
	Iteration 89Q: 3 clusters Score -2514976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2514978.000000 Penalty: 4993.362793
	Iteration 90Q: 3 clusters Score -2514978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2514978.750000 Penalty: 4993.362793
	Iteration 91Q: 3 clusters Score -2514979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2514979.500000 Penalty: 4993.362793
	Iteration 92Q: 3 clusters Score -2514980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2514980.250000 Penalty: 4993.362793
	Iteration 93Q: 3 clusters Score -2514980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2514978.250000 Penalty: 4993.362793
	Iteration 94Q: 3 clusters Score -2514978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2514980.500000 Penalty: 4993.362793
	Iteration 95Q: 3 clusters Score -2514980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2514981.000000 Penalty: 4993.362793
	Iteration 96Q: 3 clusters Score -2514981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2514981.750000 Penalty: 4993.362793
	Iteration 97Q: 3 clusters Score -2514982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2514983.750000 Penalty: 4993.362793
	Iteration 98Q: 3 clusters Score -2514984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2514982.250000 Penalty: 4993.362793
	Iteration 99Q: 3 clusters Score -2514982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2514982.250000 Penalty: 4993.362793
	Iteration 100F: 3 clusters Score -2514982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -108596.453125 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -108596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106741.257812 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -106741.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107134.250000 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -107134.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -107370.281250 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -107370.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107624.679688 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -107624.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -108005.062500 Penalty: 3442.830322
	Iteration 4F: 3 clusters Score -108005.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -108290.437500 Penalty: 3442.830322
	Iteration 5F: 3 clusters Score -108290.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108411.195312 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -108411.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -108462.531250 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -108462.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -108522.789062 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -108522.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108583.054688 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -108583.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108650.750000 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -108650.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108706.898438 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -108706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108732.609375 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -108732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108745.429688 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -108745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108748.062500 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -108748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108748.062500 Penalty: 3442.830322
	Iteration 15F: 3 clusters Score -108748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 216 members 
Mstep: Class 19 contains 710 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 554 members 
Entering Unmasked Estep 
Score: -114631008.000000 Penalty: 89191.812500
Splitting cluster 9 changes total score from -114632416.000000 to -114631008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (36273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Entering Unmasked Estep 
Score: -4248298.000000 Penalty: 2603.709473
	Iteration 0F: 2 clusters Score -4248298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4223613.000000 Penalty: 5207.418945
	Iteration 0F: 3 clusters Score -4223613 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4232660.000000 Penalty: 5207.418945
	Iteration 1F: 3 clusters Score -4232660 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4233120.000000 Penalty: 5207.418945
	Iteration 2Q: 3 clusters Score -4233120 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4233554.000000 Penalty: 5207.418945
	Iteration 3Q: 3 clusters Score -4233554 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4234150.000000 Penalty: 5207.418945
	Iteration 4Q: 3 clusters Score -4234150 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4234762.500000 Penalty: 5207.418945
	Iteration 5Q: 3 clusters Score -4234762 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4235506.000000 Penalty: 5207.418945
	Iteration 6Q: 3 clusters Score -4235506 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4236471.500000 Penalty: 5207.418945
	Iteration 7F: 3 clusters Score -4236472 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4237593.000000 Penalty: 5207.418945
	Iteration 8F: 3 clusters Score -4237593 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -4238971.000000 Penalty: 5207.418945
	Iteration 9F: 3 clusters Score -4238971 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4240430.000000 Penalty: 5207.418945
	Iteration 10F: 3 clusters Score -4240430 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4241604.500000 Penalty: 5207.418945
	Iteration 11Q: 3 clusters Score -4241604 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4242333.000000 Penalty: 5207.418945
	Iteration 12Q: 3 clusters Score -4242333 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4242720.500000 Penalty: 5207.418945
	Iteration 13Q: 3 clusters Score -4242720 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4242989 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4243220 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4243459 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4243650 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4243782 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4243930 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4244073.500000 Penalty: 5207.418945
	Iteration 20F: 3 clusters Score -4244074 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4244213.000000 Penalty: 5207.418945
	Iteration 21Q: 3 clusters Score -4244213 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4244353.000000 Penalty: 5207.418945
	Iteration 22Q: 3 clusters Score -4244353 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4244459.500000 Penalty: 5207.418945
	Iteration 23Q: 3 clusters Score -4244460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4244600.000000 Penalty: 5207.418945
	Iteration 24Q: 3 clusters Score -4244600 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4244677.500000 Penalty: 5207.418945
	Iteration 25Q: 3 clusters Score -4244678 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4244802.500000 Penalty: 5207.418945
	Iteration 26Q: 3 clusters Score -4244802 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4244874.000000 Penalty: 5207.418945
	Iteration 27Q: 3 clusters Score -4244874 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4244955.000000 Penalty: 5207.418945
	Iteration 28Q: 3 clusters Score -4244955 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4245034.000000 Penalty: 5207.418945
	Iteration 29Q: 3 clusters Score -4245034 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4245106.500000 Penalty: 5207.418945
	Iteration 30Q: 3 clusters Score -4245106 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4245153.500000 Penalty: 5207.418945
	Iteration 31Q: 3 clusters Score -4245154 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4245228.000000 Penalty: 5207.418945
	Iteration 32Q: 3 clusters Score -4245228 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4245295.500000 Penalty: 5207.418945
	Iteration 33Q: 3 clusters Score -4245296 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4245368.500000 Penalty: 5207.418945
	Iteration 34Q: 3 clusters Score -4245368 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4245421.000000 Penalty: 5207.418945
	Iteration 35Q: 3 clusters Score -4245421 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4245474.500000 Penalty: 5207.418945
	Iteration 36Q: 3 clusters Score -4245474 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4245539.000000 Penalty: 5207.418945
	Iteration 37Q: 3 clusters Score -4245539 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4245602.000000 Penalty: 5207.418945
	Iteration 38Q: 3 clusters Score -4245602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4245654.500000 Penalty: 5207.418945
	Iteration 39Q: 3 clusters Score -4245654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4245700.000000 Penalty: 5207.418945
	Iteration 40F: 3 clusters Score -4245700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4245748.000000 Penalty: 5207.418945
	Iteration 41Q: 3 clusters Score -4245748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4245798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4245854.000000 Penalty: 5207.418945
	Iteration 43Q: 3 clusters Score -4245854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4245891.000000 Penalty: 5207.418945
	Iteration 44Q: 3 clusters Score -4245891 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4245932.000000 Penalty: 5207.418945
	Iteration 45Q: 3 clusters Score -4245932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4245955.000000 Penalty: 5207.418945
	Iteration 46Q: 3 clusters Score -4245955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4246005.000000 Penalty: 5207.418945
	Iteration 47Q: 3 clusters Score -4246005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4246028.500000 Penalty: 5207.418945
	Iteration 48Q: 3 clusters Score -4246028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4246038.500000 Penalty: 5207.418945
	Iteration 49Q: 3 clusters Score -4246038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4246060.000000 Penalty: 5207.418945
	Iteration 50Q: 3 clusters Score -4246060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4246076.500000 Penalty: 5207.418945
	Iteration 51Q: 3 clusters Score -4246076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4246073.000000 Penalty: 5207.418945
	Iteration 52Q: 3 clusters Score -4246073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4246087.000000 Penalty: 5207.418945
	Iteration 53Q: 3 clusters Score -4246087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4246094.500000 Penalty: 5207.418945
	Iteration 54Q: 3 clusters Score -4246094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4246098.500000 Penalty: 5207.418945
	Iteration 55Q: 3 clusters Score -4246098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4246108.500000 Penalty: 5207.418945
	Iteration 56Q: 3 clusters Score -4246108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4246120.000000 Penalty: 5207.418945
	Iteration 57Q: 3 clusters Score -4246120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4246120.000000 Penalty: 5207.418945
	Iteration 58Q: 3 clusters Score -4246120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4246119.000000 Penalty: 5207.418945
	Iteration 59Q: 3 clusters Score -4246119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4246121.500000 Penalty: 5207.418945
	Iteration 60F: 3 clusters Score -4246122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4246125.000000 Penalty: 5207.418945
	Iteration 61Q: 3 clusters Score -4246125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4246126.500000 Penalty: 5207.418945
	Iteration 62Q: 3 clusters Score -4246126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4246128.500000 Penalty: 5207.418945
	Iteration 63Q: 3 clusters Score -4246128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4246132.500000 Penalty: 5207.418945
	Iteration 64Q: 3 clusters Score -4246132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4246134.000000 Penalty: 5207.418945
	Iteration 65Q: 3 clusters Score -4246134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4246141.500000 Penalty: 5207.418945
	Iteration 66Q: 3 clusters Score -4246142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4246143.000000 Penalty: 5207.418945
	Iteration 67Q: 3 clusters Score -4246143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4246141.500000 Penalty: 5207.418945
	Iteration 68Q: 3 clusters Score -4246142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4246149.500000 Penalty: 5207.418945
	Iteration 69Q: 3 clusters Score -4246150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4246148.500000 Penalty: 5207.418945
	Iteration 70Q: 3 clusters Score -4246148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4246147.500000 Penalty: 5207.418945
	Iteration 71Q: 3 clusters Score -4246148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4246145.000000 Penalty: 5207.418945
	Iteration 72Q: 3 clusters Score -4246145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4246143.500000 Penalty: 5207.418945
	Iteration 73Q: 3 clusters Score -4246144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4246148.500000 Penalty: 5207.418945
	Iteration 74Q: 3 clusters Score -4246148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4246151.500000 Penalty: 5207.418945
	Iteration 75Q: 3 clusters Score -4246152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4246150.000000 Penalty: 5207.418945
	Iteration 76Q: 3 clusters Score -4246150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4246155.000000 Penalty: 5207.418945
	Iteration 77Q: 3 clusters Score -4246155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4246155.000000 Penalty: 5207.418945
	Iteration 78Q: 3 clusters Score -4246155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4246152.500000 Penalty: 5207.418945
	Iteration 79Q: 3 clusters Score -4246152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4246159.000000 Penalty: 5207.418945
	Iteration 80F: 3 clusters Score -4246159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4246161.000000 Penalty: 5207.418945
	Iteration 81Q: 3 clusters Score -4246161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4246161.500000 Penalty: 5207.418945
	Iteration 82Q: 3 clusters Score -4246162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4246166.000000 Penalty: 5207.418945
	Iteration 83Q: 3 clusters Score -4246166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4246167.500000 Penalty: 5207.418945
	Iteration 84Q: 3 clusters Score -4246168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4246165.500000 Penalty: 5207.418945
	Iteration 85Q: 3 clusters Score -4246166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4246168.000000 Penalty: 5207.418945
	Iteration 86Q: 3 clusters Score -4246168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4246165.000000 Penalty: 5207.418945
	Iteration 87Q: 3 clusters Score -4246165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4246164.500000 Penalty: 5207.418945
	Iteration 88Q: 3 clusters Score -4246164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4246167.500000 Penalty: 5207.418945
	Iteration 89Q: 3 clusters Score -4246168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4246170.000000 Penalty: 5207.418945
	Iteration 90Q: 3 clusters Score -4246170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4246170.000000 Penalty: 5207.418945
	Iteration 91Q: 3 clusters Score -4246170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4246169.500000 Penalty: 5207.418945
	Iteration 92Q: 3 clusters Score -4246170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4246168.000000 Penalty: 5207.418945
	Iteration 93Q: 3 clusters Score -4246168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4246169.000000 Penalty: 5207.418945
	Iteration 94Q: 3 clusters Score -4246169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4246170.500000 Penalty: 5207.418945
	Iteration 95Q: 3 clusters Score -4246170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4246170.500000 Penalty: 5207.418945
	Iteration 96F: 3 clusters Score -4246170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -292753.062500 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -292753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -289671.812500 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -289671.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -290322.218750 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -290322.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290487.375000 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -290487.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290576.843750 Penalty: 3918.164307
	Iteration 3Q: 3 clusters Score -290576.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290642.312500 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -290642.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290703.812500 Penalty: 3918.164307
	Iteration 5Q: 3 clusters Score -290703.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290756.843750 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -290756.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290799.031250 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -290799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -290838.812500 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -290838.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -290874.687500 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -290874.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -290923.968750 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -290924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -290960.781250 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -290960.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -290982.250000 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -290982.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -291003.531250 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -291003.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -291023.375000 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -291023.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291038.312500 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -291038.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -291054.875000 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -291054.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -291064.906250 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -291064.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -291074.593750 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -291074.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -291079.468750 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -291079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -291083.937500 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -291083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291087.000000 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -291087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -291090.125000 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -291090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -291090.937500 Penalty: 3918.164307
	Iteration 23Q: 3 clusters Score -291090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -291092.593750 Penalty: 3918.164307
	Iteration 24Q: 3 clusters Score -291092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -291093.906250 Penalty: 3918.164307
	Iteration 25Q: 3 clusters Score -291093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -291094.718750 Penalty: 3918.164307
	Iteration 26Q: 3 clusters Score -291094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -291095.218750 Penalty: 3918.164307
	Iteration 27Q: 3 clusters Score -291095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -291096.156250 Penalty: 3918.164307
	Iteration 28Q: 3 clusters Score -291096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -291096.468750 Penalty: 3918.164307
	Iteration 29Q: 3 clusters Score -291096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -291097.906250 Penalty: 3918.164307
	Iteration 30Q: 3 clusters Score -291097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -291098.625000 Penalty: 3918.164307
	Iteration 31Q: 3 clusters Score -291098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -291099.031250 Penalty: 3918.164307
	Iteration 32Q: 3 clusters Score -291099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291099.968750 Penalty: 3918.164307
	Iteration 33Q: 3 clusters Score -291100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291101.031250 Penalty: 3918.164307
	Iteration 34Q: 3 clusters Score -291101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -291101.062500 Penalty: 3918.164307
	Iteration 35Q: 3 clusters Score -291101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -291101.062500 Penalty: 3918.164307
	Iteration 36F: 3 clusters Score -291101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Entering Unmasked Estep 
Score: -2935790.500000 Penalty: 2517.286133
	Iteration 0F: 2 clusters Score -2935790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2918254.750000 Penalty: 5034.572266
	Iteration 0F: 3 clusters Score -2918255 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2924723.250000 Penalty: 5034.572266
	Iteration 1F: 3 clusters Score -2924723 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2925481.500000 Penalty: 5034.572266
	Iteration 2F: 3 clusters Score -2925482 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2926278.500000 Penalty: 5034.572266
	Iteration 3F: 3 clusters Score -2926278 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2927155.500000 Penalty: 5034.572266
	Iteration 4F: 3 clusters Score -2927156 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2928144.750000 Penalty: 5034.572266
	Iteration 5F: 3 clusters Score -2928145 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2929182.250000 Penalty: 5034.572266
	Iteration 6F: 3 clusters Score -2929182 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2930189.500000 Penalty: 5034.572266
	Iteration 7F: 3 clusters Score -2930190 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2931058.000000 Penalty: 5034.572266
	Iteration 8F: 3 clusters Score -2931058 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2931706.000000 Penalty: 5034.572266
	Iteration 9Q: 3 clusters Score -2931706 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2932176.000000 Penalty: 5034.572266
	Iteration 10Q: 3 clusters Score -2932176 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2932557.000000 Penalty: 5034.572266
	Iteration 11Q: 3 clusters Score -2932557 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2932888.000000 Penalty: 5034.572266
	Iteration 12Q: 3 clusters Score -2932888 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2933222.750000 Penalty: 5034.572266
	Iteration 13Q: 3 clusters Score -2933223 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2933466.000000 Penalty: 5034.572266
	Iteration 14Q: 3 clusters Score -2933466 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2933675.750000 Penalty: 5034.572266
	Iteration 15Q: 3 clusters Score -2933676 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2933804.500000 Penalty: 5034.572266
	Iteration 16Q: 3 clusters Score -2933804 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2933904.000000 Penalty: 5034.572266
	Iteration 17Q: 3 clusters Score -2933904 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2933964.750000 Penalty: 5034.572266
	Iteration 18Q: 3 clusters Score -2933965 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2933996.000000 Penalty: 5034.572266
	Iteration 19Q: 3 clusters Score -2933996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2934045.000000 Penalty: 5034.572266
	Iteration 20F: 3 clusters Score -2934045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2934089.750000 Penalty: 5034.572266
	Iteration 21Q: 3 clusters Score -2934090 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2934133.750000 Penalty: 5034.572266
	Iteration 22Q: 3 clusters Score -2934134 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2934164.250000 Penalty: 5034.572266
	Iteration 23Q: 3 clusters Score -2934164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2934204.250000 Penalty: 5034.572266
	Iteration 24Q: 3 clusters Score -2934204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2934245.500000 Penalty: 5034.572266
	Iteration 25Q: 3 clusters Score -2934246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2934279.750000 Penalty: 5034.572266
	Iteration 26Q: 3 clusters Score -2934280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2934307.250000 Penalty: 5034.572266
	Iteration 27Q: 3 clusters Score -2934307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2934313.750000 Penalty: 5034.572266
	Iteration 28Q: 3 clusters Score -2934314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2934335.750000 Penalty: 5034.572266
	Iteration 29Q: 3 clusters Score -2934336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2934350.000000 Penalty: 5034.572266
	Iteration 30Q: 3 clusters Score -2934350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2934358.500000 Penalty: 5034.572266
	Iteration 31Q: 3 clusters Score -2934358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2934364.500000 Penalty: 5034.572266
	Iteration 32Q: 3 clusters Score -2934364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2934371.500000 Penalty: 5034.572266
	Iteration 33Q: 3 clusters Score -2934372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2934374.500000 Penalty: 5034.572266
	Iteration 34Q: 3 clusters Score -2934374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2934379.000000 Penalty: 5034.572266
	Iteration 35Q: 3 clusters Score -2934379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2934383.000000 Penalty: 5034.572266
	Iteration 36Q: 3 clusters Score -2934383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2934381.500000 Penalty: 5034.572266
	Iteration 37Q: 3 clusters Score -2934382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2934388.250000 Penalty: 5034.572266
	Iteration 38Q: 3 clusters Score -2934388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2934390.000000 Penalty: 5034.572266
	Iteration 39Q: 3 clusters Score -2934390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2934394.250000 Penalty: 5034.572266
	Iteration 40F: 3 clusters Score -2934394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2934385.500000 Penalty: 5034.572266
	Iteration 41Q: 3 clusters Score -2934386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2934386.250000 Penalty: 5034.572266
	Iteration 42Q: 3 clusters Score -2934386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2934394.000000 Penalty: 5034.572266
	Iteration 43Q: 3 clusters Score -2934394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2934398.500000 Penalty: 5034.572266
	Iteration 44Q: 3 clusters Score -2934398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2934396.250000 Penalty: 5034.572266
	Iteration 45Q: 3 clusters Score -2934396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2934396.500000 Penalty: 5034.572266
	Iteration 46Q: 3 clusters Score -2934396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2934401.750000 Penalty: 5034.572266
	Iteration 47Q: 3 clusters Score -2934402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2934398.750000 Penalty: 5034.572266
	Iteration 48Q: 3 clusters Score -2934399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2934400.500000 Penalty: 5034.572266
	Iteration 49Q: 3 clusters Score -2934400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2934399.750000 Penalty: 5034.572266
	Iteration 50Q: 3 clusters Score -2934400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2934399.750000 Penalty: 5034.572266
	Iteration 51F: 3 clusters Score -2934400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -27976.296875 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -27976.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26711.470703 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -26711.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26820.812500 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -26820.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26854.671875 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -26854.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26888.003906 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -26888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26894.447266 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -26894.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26894.447266 Penalty: 2780.477783
	Iteration 5F: 3 clusters Score -26894.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Entering Unmasked Estep 
Score: -3632317.250000 Penalty: 2575.108643
	Iteration 0F: 2 clusters Score -3632317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3610175.000000 Penalty: 5150.217285
	Iteration 0F: 3 clusters Score -3610175 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3618129.000000 Penalty: 5150.217285
	Iteration 1F: 3 clusters Score -3618129 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3618562.750000 Penalty: 5150.217285
	Iteration 2Q: 3 clusters Score -3618563 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3618938.500000 Penalty: 5150.217285
	Iteration 3Q: 3 clusters Score -3618938 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3619239.500000 Penalty: 5150.217285
	Iteration 4Q: 3 clusters Score -3619240 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3619508.250000 Penalty: 5150.217285
	Iteration 5Q: 3 clusters Score -3619508 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3619799.000000 Penalty: 5150.217285
	Iteration 6Q: 3 clusters Score -3619799 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3620152.250000 Penalty: 5150.217285
	Iteration 7Q: 3 clusters Score -3620152 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3620671.250000 Penalty: 5150.217285
	Iteration 8Q: 3 clusters Score -3620671 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3621461.000000 Penalty: 5150.217285
	Iteration 9Q: 3 clusters Score -3621461 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3622595.500000 Penalty: 5150.217285
	Iteration 10F: 3 clusters Score -3622596 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3624167.750000 Penalty: 5150.217285
	Iteration 11F: 3 clusters Score -3624168 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3625966.000000 Penalty: 5150.217285
	Iteration 12F: 3 clusters Score -3625966 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3627649.500000 Penalty: 5150.217285
	Iteration 13F: 3 clusters Score -3627650 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3628749.500000 Penalty: 5150.217285
	Iteration 14Q: 3 clusters Score -3628750 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3629428.250000 Penalty: 5150.217285
	Iteration 15Q: 3 clusters Score -3629428 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3629773.500000 Penalty: 5150.217285
	Iteration 16Q: 3 clusters Score -3629774 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3629917.500000 Penalty: 5150.217285
	Iteration 17Q: 3 clusters Score -3629918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3629993.750000 Penalty: 5150.217285
	Iteration 18Q: 3 clusters Score -3629994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3630030.750000 Penalty: 5150.217285
	Iteration 19Q: 3 clusters Score -3630031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3630057.500000 Penalty: 5150.217285
	Iteration 20F: 3 clusters Score -3630058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3630076.500000 Penalty: 5150.217285
	Iteration 21Q: 3 clusters Score -3630076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3630092.500000 Penalty: 5150.217285
	Iteration 22Q: 3 clusters Score -3630092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3630107.250000 Penalty: 5150.217285
	Iteration 23Q: 3 clusters Score -3630107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3630114.000000 Penalty: 5150.217285
	Iteration 24Q: 3 clusters Score -3630114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3630117.250000 Penalty: 5150.217285
	Iteration 25Q: 3 clusters Score -3630117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3630126.500000 Penalty: 5150.217285
	Iteration 26Q: 3 clusters Score -3630126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3630130.000000 Penalty: 5150.217285
	Iteration 27Q: 3 clusters Score -3630130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3630131.750000 Penalty: 5150.217285
	Iteration 28Q: 3 clusters Score -3630132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3630135.500000 Penalty: 5150.217285
	Iteration 29Q: 3 clusters Score -3630136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3630135.500000 Penalty: 5150.217285
	Iteration 30F: 3 clusters Score -3630136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (304840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304840 members 
Entering Unmasked Estep 
Score: -34875832.000000 Penalty: 3131.630615
	Iteration 0F: 2 clusters Score -3.487583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -34680880.000000 Penalty: 6263.261230
	Iteration 0F: 3 clusters Score -3.468088e+07 nChanged 148122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -34768372.000000 Penalty: 6263.261230
	Iteration 1F: 3 clusters Score -3.476837e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146310 members 
Mstep: Class 2 contains 158530 members 
Entering Unmasked Estep 
Score: -34769676.000000 Penalty: 6263.261230
	Iteration 2Q: 3 clusters Score -3.476968e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -34771804.000000 Penalty: 6263.261230
	Iteration 3Q: 3 clusters Score -3.47718e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 168073 members 
Entering Unmasked Estep 
Score: -34774996.000000 Penalty: 6263.261230
	Iteration 4Q: 3 clusters Score -3.4775e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -34779896.000000 Penalty: 6263.261230
	Iteration 5Q: 3 clusters Score -3.47799e+07 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -34787540.000000 Penalty: 6263.261230
	Iteration 6Q: 3 clusters Score -3.478754e+07 nChanged 17647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 203462 members 
Entering Unmasked Estep 
Score: -34798076.000000 Penalty: 6263.261230
	Iteration 7F: 3 clusters Score -3.479808e+07 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 220170 members 
Entering Unmasked Estep 
Score: -34810952.000000 Penalty: 6263.261230
	Iteration 8F: 3 clusters Score -3.481095e+07 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 235778 members 
Entering Unmasked Estep 
Score: -34824368.000000 Penalty: 6263.261230
	Iteration 9F: 3 clusters Score -3.482437e+07 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 247967 members 
Entering Unmasked Estep 
Score: -34834892.000000 Penalty: 6263.261230
	Iteration 10F: 3 clusters Score -3.483489e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 256568 members 
Entering Unmasked Estep 
Score: -34842140.000000 Penalty: 6263.261230
	Iteration 11Q: 3 clusters Score -3.484214e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 262793 members 
Entering Unmasked Estep 
Score: -34846864.000000 Penalty: 6263.261230
	Iteration 12Q: 3 clusters Score -3.484686e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 267845 members 
Entering Unmasked Estep 
Score: -34850000.000000 Penalty: 6263.261230
	Iteration 13Q: 3 clusters Score -3.485e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 272558 members 
Entering Unmasked Estep 
Score: -34852532.000000 Penalty: 6263.261230
	Iteration 14Q: 3 clusters Score -3.485253e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 276850 members 
Entering Unmasked Estep 
Score: -34855096.000000 Penalty: 6263.261230
	Iteration 15Q: 3 clusters Score -3.48551e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 280845 members 
Entering Unmasked Estep 
Score: -34857296.000000 Penalty: 6263.261230
	Iteration 16Q: 3 clusters Score -3.48573e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 284617 members 
Entering Unmasked Estep 
Score: -34859336.000000 Penalty: 6263.261230
	Iteration 17Q: 3 clusters Score -3.485934e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 288120 members 
Entering Unmasked Estep 
Score: -34862044.000000 Penalty: 6263.261230
	Iteration 18Q: 3 clusters Score -3.486204e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 291332 members 
Entering Unmasked Estep 
Score: -34864212.000000 Penalty: 6263.261230
	Iteration 19Q: 3 clusters Score -3.486421e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 294129 members 
Entering Unmasked Estep 
Score: -34865700.000000 Penalty: 6263.261230
	Iteration 20F: 3 clusters Score -3.48657e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 296517 members 
Entering Unmasked Estep 
Score: -34867212.000000 Penalty: 6263.261230
	Iteration 21Q: 3 clusters Score -3.486721e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 298493 members 
Entering Unmasked Estep 
Score: -34868584.000000 Penalty: 6263.261230
	Iteration 22Q: 3 clusters Score -3.486858e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 300040 members 
Entering Unmasked Estep 
Score: -34869500.000000 Penalty: 6263.261230
	Iteration 23Q: 3 clusters Score -3.48695e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 301252 members 
Entering Unmasked Estep 
Score: -34870416.000000 Penalty: 6263.261230
	Iteration 24Q: 3 clusters Score -3.487042e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 302176 members 
Entering Unmasked Estep 
Score: -34871080.000000 Penalty: 6263.261230
	Iteration 25Q: 3 clusters Score -3.487108e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 302846 members 
Entering Unmasked Estep 
Score: -34871688.000000 Penalty: 6263.261230
	Iteration 26Q: 3 clusters Score -3.487169e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 303320 members 
Entering Unmasked Estep 
Score: -34872044.000000 Penalty: 6263.261230
	Iteration 27Q: 3 clusters Score -3.487204e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 303644 members 
Entering Unmasked Estep 
Score: -34872316.000000 Penalty: 6263.261230
	Iteration 28Q: 3 clusters Score -3.487232e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 303879 members 
Entering Unmasked Estep 
Score: -34872536.000000 Penalty: 6263.261230
	Iteration 29Q: 3 clusters Score -3.487254e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 304021 members 
Entering Unmasked Estep 
Score: -34872624.000000 Penalty: 6263.261230
	Iteration 30Q: 3 clusters Score -3.487262e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 304109 members 
Entering Unmasked Estep 
Score: -34872700.000000 Penalty: 6263.261230
	Iteration 31Q: 3 clusters Score -3.48727e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 304171 members 
Entering Unmasked Estep 
Score: -34872740.000000 Penalty: 6263.261230
	Iteration 32Q: 3 clusters Score -3.487274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 304210 members 
Entering Unmasked Estep 
Score: -34872748.000000 Penalty: 6263.261230
	Iteration 33Q: 3 clusters Score -3.487275e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 304235 members 
Entering Unmasked Estep 
Score: -34872824.000000 Penalty: 6263.261230
	Iteration 34Q: 3 clusters Score -3.487282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 304267 members 
Entering Unmasked Estep 
Score: -34872844.000000 Penalty: 6263.261230
	Iteration 35Q: 3 clusters Score -3.487284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 304280 members 
Entering Unmasked Estep 
Score: -34872860.000000 Penalty: 6263.261230
	Iteration 36Q: 3 clusters Score -3.487286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 304291 members 
Entering Unmasked Estep 
Score: -34872872.000000 Penalty: 6263.261230
	Iteration 37Q: 3 clusters Score -3.487287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 304302 members 
Entering Unmasked Estep 
Score: -34872900.000000 Penalty: 6263.261230
	Iteration 38Q: 3 clusters Score -3.48729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 304306 members 
Entering Unmasked Estep 
Score: -34872892.000000 Penalty: 6263.261230
	Iteration 39Q: 3 clusters Score -3.487289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 304309 members 
Entering Unmasked Estep 
Score: -34872872.000000 Penalty: 6263.261230
	Iteration 40F: 3 clusters Score -3.487287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 304314 members 
Entering Unmasked Estep 
Score: -34872904.000000 Penalty: 6263.261230
	Iteration 41Q: 3 clusters Score -3.48729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 304315 members 
Entering Unmasked Estep 
Score: -34872912.000000 Penalty: 6263.261230
	Iteration 42Q: 3 clusters Score -3.487291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304316 members 
Entering Unmasked Estep 
Score: -34872900.000000 Penalty: 6263.261230
	Iteration 43Q: 3 clusters Score -3.48729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304316 members 
Entering Unmasked Estep 
Score: -34872912.000000 Penalty: 6263.261230
	Iteration 44Q: 3 clusters Score -3.487291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 304317 members 
Entering Unmasked Estep 
Score: -34872912.000000 Penalty: 6263.261230
	Iteration 45Q: 3 clusters Score -3.487291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 304319 members 
Entering Unmasked Estep 
Score: -34872924.000000 Penalty: 6263.261230
	Iteration 46Q: 3 clusters Score -3.487292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 304320 members 
Entering Unmasked Estep 
Score: -34872916.000000 Penalty: 6263.261230
	Iteration 47Q: 3 clusters Score -3.487292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 304322 members 
Entering Unmasked Estep 
Score: -34872924.000000 Penalty: 6263.261230
	Iteration 48Q: 3 clusters Score -3.487292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 304324 members 
Entering Unmasked Estep 
Score: -34872924.000000 Penalty: 6263.261230
	Iteration 49Q: 3 clusters Score -3.487292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 304323 members 
Entering Unmasked Estep 
Score: -34872920.000000 Penalty: 6263.261230
	Iteration 50Q: 3 clusters Score -3.487292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 304323 members 
Entering Unmasked Estep 
Score: -34872920.000000 Penalty: 6263.261230
	Iteration 51F: 3 clusters Score -3.487292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -252359.687500 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -252359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -249632.984375 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -249633 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -250132.046875 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -250132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -250246.656250 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -250246.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -250303.093750 Penalty: 3810.282715
	Iteration 3Q: 3 clusters Score -250303.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -250346.343750 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -250346.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -250380.953125 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -250381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -250411.734375 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -250411.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -250435.828125 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -250435.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -250452.187500 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -250452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -250462.562500 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -250462.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -250472.218750 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -250472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -250478.671875 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -250478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -250481.609375 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -250481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250484.218750 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -250484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -250488.187500 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -250488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -250492.500000 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -250492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250495.281250 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -250495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -250501.203125 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -250501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -250505.421875 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -250505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250507.156250 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -250507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250511.046875 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -250511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -250515.109375 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -250515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250518.343750 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -250518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -250520.000000 Penalty: 3810.282715
	Iteration 23Q: 3 clusters Score -250520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -250521.781250 Penalty: 3810.282715
	Iteration 24Q: 3 clusters Score -250521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250523.203125 Penalty: 3810.282715
	Iteration 25Q: 3 clusters Score -250523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250523.734375 Penalty: 3810.282715
	Iteration 26Q: 3 clusters Score -250523.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250523.734375 Penalty: 3810.282715
	Iteration 27F: 3 clusters Score -250523.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (126932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126932 members 
Entering Unmasked Estep 
Score: -14685438.000000 Penalty: 2914.348877
	Iteration 0F: 2 clusters Score -1.468544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -14600538.000000 Penalty: 5828.697754
	Iteration 0F: 3 clusters Score -1.460054e+07 nChanged 60293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -14635485.000000 Penalty: 5828.697754
	Iteration 1F: 3 clusters Score -1.463548e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -14636914.000000 Penalty: 5828.697754
	Iteration 2Q: 3 clusters Score -1.463691e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -14638766.000000 Penalty: 5828.697754
	Iteration 3Q: 3 clusters Score -1.463877e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -14641578.000000 Penalty: 5828.697754
	Iteration 4Q: 3 clusters Score -1.464158e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -14646327.000000 Penalty: 5828.697754
	Iteration 5F: 3 clusters Score -1.464633e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 95015 members 
Entering Unmasked Estep 
Score: -14653826.000000 Penalty: 5828.697754
	Iteration 6F: 3 clusters Score -1.465383e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -14663413.000000 Penalty: 5828.697754
	Iteration 7F: 3 clusters Score -1.466341e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -14672462.000000 Penalty: 5828.697754
	Iteration 8F: 3 clusters Score -1.467246e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 121701 members 
Entering Unmasked Estep 
Score: -14678520.000000 Penalty: 5828.697754
	Iteration 9F: 3 clusters Score -1.467852e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -14681267.000000 Penalty: 5828.697754
	Iteration 10Q: 3 clusters Score -1.468127e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -14682257.000000 Penalty: 5828.697754
	Iteration 11Q: 3 clusters Score -1.468226e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -14682628.000000 Penalty: 5828.697754
	Iteration 12Q: 3 clusters Score -1.468263e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 126358 members 
Entering Unmasked Estep 
Score: -14682807.000000 Penalty: 5828.697754
	Iteration 13Q: 3 clusters Score -1.468281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -14682902.000000 Penalty: 5828.697754
	Iteration 14Q: 3 clusters Score -1.46829e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 126435 members 
Entering Unmasked Estep 
Score: -14682946.000000 Penalty: 5828.697754
	Iteration 15Q: 3 clusters Score -1.468295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 126445 members 
Entering Unmasked Estep 
Score: -14682962.000000 Penalty: 5828.697754
	Iteration 16Q: 3 clusters Score -1.468296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -14683000.000000 Penalty: 5828.697754
	Iteration 17Q: 3 clusters Score -1.4683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -14683001.000000 Penalty: 5828.697754
	Iteration 18Q: 3 clusters Score -1.4683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
Score: -14682991.000000 Penalty: 5828.697754
	Iteration 19Q: 3 clusters Score -1.468299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 126464 members 
Entering Unmasked Estep 
Score: -14683007.000000 Penalty: 5828.697754
	Iteration 20F: 3 clusters Score -1.468301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 126469 members 
Entering Unmasked Estep 
Score: -14683015.000000 Penalty: 5828.697754
	Iteration 21Q: 3 clusters Score -1.468302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -14683016.000000 Penalty: 5828.697754
	Iteration 22Q: 3 clusters Score -1.468302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -14683022.000000 Penalty: 5828.697754
	Iteration 23Q: 3 clusters Score -1.468302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -14683016.000000 Penalty: 5828.697754
	Iteration 24Q: 3 clusters Score -1.468302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -14683020.000000 Penalty: 5828.697754
	Iteration 25Q: 3 clusters Score -1.468302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -14683024.000000 Penalty: 5828.697754
	Iteration 26Q: 3 clusters Score -1.468302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -14683016.000000 Penalty: 5828.697754
	Iteration 27Q: 3 clusters Score -1.468302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 126485 members 
Entering Unmasked Estep 
Score: -14683016.000000 Penalty: 5828.697754
	Iteration 28Q: 3 clusters Score -1.468302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 126487 members 
Entering Unmasked Estep 
Score: -14683025.000000 Penalty: 5828.697754
	Iteration 29Q: 3 clusters Score -1.468302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 126487 members 
Entering Unmasked Estep 
Score: -14683025.000000 Penalty: 5828.697754
	Iteration 30F: 3 clusters Score -1.468302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -18052.013672 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -18052.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16967.082031 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -16967.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17099.908203 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -17099.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17128.388672 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -17128.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17141.578125 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -17141.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17159.777344 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -17159.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17165.375000 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -17165.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17165.375000 Penalty: 2666.138184
	Iteration 6F: 3 clusters Score -17165.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -72532.093750 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -72532.09 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 374 members 
Entering Unmasked Estep 
Score: -70799.671875 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -70799.67 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71041.968750 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -71041.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71138.718750 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -71138.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71263.140625 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -71263.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71305.992188 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -71305.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71334.265625 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -71334.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71373.507812 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -71373.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71409.187500 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -71409.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71462.687500 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -71462.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71555.093750 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -71555.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71672.273438 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -71672.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71747.664062 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -71747.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71810.812500 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -71810.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71870.281250 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -71870.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71914.890625 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -71914.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71957.656250 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -71957.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71991.523438 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -71991.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72055.148438 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -72055.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72111.296875 Penalty: 3256.371582
	Iteration 18Q: 3 clusters Score -72111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72175.304688 Penalty: 3256.371582
	Iteration 19Q: 3 clusters Score -72175.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72223.109375 Penalty: 3256.371582
	Iteration 20F: 3 clusters Score -72223.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72266.921875 Penalty: 3256.371582
	Iteration 21Q: 3 clusters Score -72266.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72297.968750 Penalty: 3256.371582
	Iteration 22Q: 3 clusters Score -72297.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72321.609375 Penalty: 3256.371582
	Iteration 23Q: 3 clusters Score -72321.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72334.531250 Penalty: 3256.371582
	Iteration 24Q: 3 clusters Score -72334.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72345.195312 Penalty: 3256.371582
	Iteration 25Q: 3 clusters Score -72345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72363.382812 Penalty: 3256.371582
	Iteration 26Q: 3 clusters Score -72363.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72390.703125 Penalty: 3256.371582
	Iteration 27Q: 3 clusters Score -72390.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72413.703125 Penalty: 3256.371582
	Iteration 28Q: 3 clusters Score -72413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72480.523438 Penalty: 3256.371582
	Iteration 29Q: 3 clusters Score -72480.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72590.687500 Penalty: 3256.371582
	Iteration 30Q: 3 clusters Score -72590.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72675.875000 Penalty: 3256.371582
	Iteration 31Q: 3 clusters Score -72675.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72744.757812 Penalty: 3256.371582
	Iteration 32Q: 3 clusters Score -72744.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72762.242188 Penalty: 3256.371582
	Iteration 33Q: 3 clusters Score -72762.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72762.242188 Penalty: 3256.371582
	Iteration 34F: 3 clusters Score -72762.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 99737 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 53657 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 165757 members 
Mstep: Class 8 contains 23559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 36273 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 15 contains 304840 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 126932 members 
Mstep: Class 18 contains 216 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 21606 members 
Mstep: Class 21 contains 17620 members 
Mstep: Class 22 contains 64147 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 609 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 324 members 
Entering Unmasked Estep 
Score: -114630784.000000 Penalty: 89191.812500
Splitting cluster 19 changes total score from -114632416.000000 to -114630784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (21606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Entering Unmasked Estep 
Score: -2539492.500000 Penalty: 2475.220215
	Iteration 0F: 2 clusters Score -2539492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2524327.000000 Penalty: 4950.440430
	Iteration 0F: 3 clusters Score -2524327 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2529361.500000 Penalty: 4950.440430
	Iteration 1F: 3 clusters Score -2529362 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2529814.250000 Penalty: 4950.440430
	Iteration 2F: 3 clusters Score -2529814 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2530222.250000 Penalty: 4950.440430
	Iteration 3Q: 3 clusters Score -2530222 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2530696.250000 Penalty: 4950.440430
	Iteration 4Q: 3 clusters Score -2530696 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2531231.500000 Penalty: 4950.440430
	Iteration 5F: 3 clusters Score -2531232 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2531910.250000 Penalty: 4950.440430
	Iteration 6F: 3 clusters Score -2531910 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2532725.000000 Penalty: 4950.440430
	Iteration 7F: 3 clusters Score -2532725 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2533707.500000 Penalty: 4950.440430
	Iteration 8F: 3 clusters Score -2533708 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2534718.750000 Penalty: 4950.440430
	Iteration 9F: 3 clusters Score -2534719 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2535584.750000 Penalty: 4950.440430
	Iteration 10Q: 3 clusters Score -2535585 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2536273.000000 Penalty: 4950.440430
	Iteration 11Q: 3 clusters Score -2536273 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2536716.000000 Penalty: 4950.440430
	Iteration 12Q: 3 clusters Score -2536716 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2536965.750000 Penalty: 4950.440430
	Iteration 13Q: 3 clusters Score -2536966 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2537096.500000 Penalty: 4950.440430
	Iteration 14Q: 3 clusters Score -2537096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2537152.250000 Penalty: 4950.440430
	Iteration 15Q: 3 clusters Score -2537152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2537197.250000 Penalty: 4950.440430
	Iteration 16Q: 3 clusters Score -2537197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2537231.000000 Penalty: 4950.440430
	Iteration 17Q: 3 clusters Score -2537231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2537260.000000 Penalty: 4950.440430
	Iteration 18Q: 3 clusters Score -2537260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2537282.000000 Penalty: 4950.440430
	Iteration 19Q: 3 clusters Score -2537282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2537289.500000 Penalty: 4950.440430
	Iteration 20F: 3 clusters Score -2537290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2537296.750000 Penalty: 4950.440430
	Iteration 21Q: 3 clusters Score -2537297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2537307.250000 Penalty: 4950.440430
	Iteration 22Q: 3 clusters Score -2537307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2537309.000000 Penalty: 4950.440430
	Iteration 23Q: 3 clusters Score -2537309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2537311.500000 Penalty: 4950.440430
	Iteration 24Q: 3 clusters Score -2537312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2537315.500000 Penalty: 4950.440430
	Iteration 25Q: 3 clusters Score -2537316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2537319.000000 Penalty: 4950.440430
	Iteration 26Q: 3 clusters Score -2537319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2537319.750000 Penalty: 4950.440430
	Iteration 27Q: 3 clusters Score -2537320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2537324.250000 Penalty: 4950.440430
	Iteration 28Q: 3 clusters Score -2537324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2537322.500000 Penalty: 4950.440430
	Iteration 29Q: 3 clusters Score -2537322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2537322.500000 Penalty: 4950.440430
	Iteration 30F: 3 clusters Score -2537322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Entering Unmasked Estep 
Score: -2065961.875000 Penalty: 2424.643799
	Iteration 0F: 2 clusters Score -2065962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2053493.375000 Penalty: 4849.287598
	Iteration 0F: 3 clusters Score -2053493 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2057646.250000 Penalty: 4849.287598
	Iteration 1F: 3 clusters Score -2057646 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2058087.875000 Penalty: 4849.287598
	Iteration 2F: 3 clusters Score -2058088 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2058520.000000 Penalty: 4849.287598
	Iteration 3Q: 3 clusters Score -2058520 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2059002.125000 Penalty: 4849.287598
	Iteration 4Q: 3 clusters Score -2059002 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2059606.375000 Penalty: 4849.287598
	Iteration 5F: 3 clusters Score -2059606 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2060274.625000 Penalty: 4849.287598
	Iteration 6F: 3 clusters Score -2060275 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2060978.125000 Penalty: 4849.287598
	Iteration 7F: 3 clusters Score -2060978 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2061665.750000 Penalty: 4849.287598
	Iteration 8F: 3 clusters Score -2061666 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2062191.000000 Penalty: 4849.287598
	Iteration 9Q: 3 clusters Score -2062191 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2062473.375000 Penalty: 4849.287598
	Iteration 10Q: 3 clusters Score -2062473 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2062609.500000 Penalty: 4849.287598
	Iteration 11Q: 3 clusters Score -2062610 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2062672.000000 Penalty: 4849.287598
	Iteration 12Q: 3 clusters Score -2062672 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2062732.750000 Penalty: 4849.287598
	Iteration 13Q: 3 clusters Score -2062733 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2062769.500000 Penalty: 4849.287598
	Iteration 14Q: 3 clusters Score -2062770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2062799.750000 Penalty: 4849.287598
	Iteration 15Q: 3 clusters Score -2062800 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2062818.750000 Penalty: 4849.287598
	Iteration 16Q: 3 clusters Score -2062819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2062852.000000 Penalty: 4849.287598
	Iteration 17Q: 3 clusters Score -2062852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2062873.750000 Penalty: 4849.287598
	Iteration 18Q: 3 clusters Score -2062874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2062891.250000 Penalty: 4849.287598
	Iteration 19Q: 3 clusters Score -2062891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2062905.875000 Penalty: 4849.287598
	Iteration 20F: 3 clusters Score -2062906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2062919.000000 Penalty: 4849.287598
	Iteration 21Q: 3 clusters Score -2062919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2062933.625000 Penalty: 4849.287598
	Iteration 22Q: 3 clusters Score -2062934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2062938.875000 Penalty: 4849.287598
	Iteration 23Q: 3 clusters Score -2062939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2062954.750000 Penalty: 4849.287598
	Iteration 24Q: 3 clusters Score -2062955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2062962.625000 Penalty: 4849.287598
	Iteration 25Q: 3 clusters Score -2062963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2062972.125000 Penalty: 4849.287598
	Iteration 26Q: 3 clusters Score -2062972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2062983.875000 Penalty: 4849.287598
	Iteration 27Q: 3 clusters Score -2062984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2062985.750000 Penalty: 4849.287598
	Iteration 28Q: 3 clusters Score -2062986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2062991.750000 Penalty: 4849.287598
	Iteration 29Q: 3 clusters Score -2062992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2062998.125000 Penalty: 4849.287598
	Iteration 30Q: 3 clusters Score -2062998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2063006.125000 Penalty: 4849.287598
	Iteration 31Q: 3 clusters Score -2063006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2063013.250000 Penalty: 4849.287598
	Iteration 32Q: 3 clusters Score -2063013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2063020.750000 Penalty: 4849.287598
	Iteration 33Q: 3 clusters Score -2063021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2063018.750000 Penalty: 4849.287598
	Iteration 34Q: 3 clusters Score -2063019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2063024.500000 Penalty: 4849.287598
	Iteration 35Q: 3 clusters Score -2063024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2063030.000000 Penalty: 4849.287598
	Iteration 36Q: 3 clusters Score -2063030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2063030.375000 Penalty: 4849.287598
	Iteration 37Q: 3 clusters Score -2063030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2063032.750000 Penalty: 4849.287598
	Iteration 38Q: 3 clusters Score -2063033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2063033.875000 Penalty: 4849.287598
	Iteration 39Q: 3 clusters Score -2063034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2063032.375000 Penalty: 4849.287598
	Iteration 40F: 3 clusters Score -2063032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2063033.375000 Penalty: 4849.287598
	Iteration 41Q: 3 clusters Score -2063033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2063034.500000 Penalty: 4849.287598
	Iteration 42Q: 3 clusters Score -2063034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2063041.000000 Penalty: 4849.287598
	Iteration 43Q: 3 clusters Score -2063041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2063042.125000 Penalty: 4849.287598
	Iteration 44Q: 3 clusters Score -2063042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2063045.500000 Penalty: 4849.287598
	Iteration 45Q: 3 clusters Score -2063046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2063044.000000 Penalty: 4849.287598
	Iteration 46Q: 3 clusters Score -2063044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2063040 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2063045 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2063050 nChanged 13
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Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2063053 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2063054 nChanged 9
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Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2063051 nChanged 9
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2063056 nChanged 10
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Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2063056 nChanged 12
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Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2063055 nChanged 8
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2063057 nChanged 8
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2063053 nChanged 13
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2063058 nChanged 14
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Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2063058 nChanged 11
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2063060 nChanged 12
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Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2063064 nChanged 9
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Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2063069 nChanged 14
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Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2063068 nChanged 11
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Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2063066 nChanged 4
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2063065 nChanged 7
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Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2063068 nChanged 9
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2063063 nChanged 9
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2063071 nChanged 8
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Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2063072 nChanged 11
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Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2063072 nChanged 12
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2063073 nChanged 6
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Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2063072 nChanged 4
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Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2063076 nChanged 8
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Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2063075 nChanged 4
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2063077 nChanged 5
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2063077 nChanged 7
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2063076 nChanged 9
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Mstep: Class 1 contains 5214 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2063078 nChanged 6
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Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12412 members 
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	Iteration 81Q: 3 clusters Score -2063078 nChanged 5
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Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12415 members 
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	Iteration 82Q: 3 clusters Score -2063080 nChanged 3
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Mstep: Class 1 contains 5202 members 
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	Iteration 83Q: 3 clusters Score -2063078 nChanged 3
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Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 12421 members 
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	Iteration 84Q: 3 clusters Score -2063079 nChanged 4
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12425 members 
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	Iteration 85Q: 3 clusters Score -2063080 nChanged 4
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Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12429 members 
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	Iteration 86Q: 3 clusters Score -2063078 nChanged 9
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Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12438 members 
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	Iteration 87Q: 3 clusters Score -2063078 nChanged 14
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 12470 members 
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	Iteration 89Q: 3 clusters Score -2063082 nChanged 23
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Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5100 members 
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Mstep: Class 1 contains 5082 members 
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Mstep: Class 1 contains 5060 members 
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Mstep: Class 1 contains 5031 members 
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	Iteration 94Q: 3 clusters Score -2063100 nChanged 33
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Mstep: Class 1 contains 5000 members 
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Mstep: Class 1 contains 4964 members 
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	Iteration 96Q: 3 clusters Score -2063110 nChanged 32
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Mstep: Class 1 contains 4934 members 
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	Iteration 97Q: 3 clusters Score -2063116 nChanged 37
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Mstep: Class 1 contains 4897 members 
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	Iteration 99Q: 3 clusters Score -2063131 nChanged 43
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Mstep: Class 1 contains 4820 members 
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	Iteration 100F: 3 clusters Score -2063133 nChanged 46
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Mstep: Class 1 contains 4774 members 
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	Iteration 101Q: 3 clusters Score -2063143 nChanged 43
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Mstep: Class 1 contains 4733 members 
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	Iteration 102Q: 3 clusters Score -2063149 nChanged 41
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Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12926 members 
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	Iteration 103Q: 3 clusters Score -2063158 nChanged 31
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Mstep: Class 1 contains 4665 members 
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	Iteration 104Q: 3 clusters Score -2063158 nChanged 38
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Mstep: Class 1 contains 4629 members 
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	Iteration 105Q: 3 clusters Score -2063164 nChanged 38
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Mstep: Class 1 contains 4591 members 
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	Iteration 106Q: 3 clusters Score -2063174 nChanged 40
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Mstep: Class 1 contains 4551 members 
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	Iteration 107Q: 3 clusters Score -2063180 nChanged 51
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Mstep: Class 1 contains 4500 members 
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	Iteration 108Q: 3 clusters Score -2063190 nChanged 50
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Mstep: Class 1 contains 4450 members 
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	Iteration 109Q: 3 clusters Score -2063191 nChanged 48
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Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13218 members 
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	Iteration 110Q: 3 clusters Score -2063203 nChanged 65
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	Iteration 111Q: 3 clusters Score -2063215 nChanged 50
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Mstep: Class 1 contains 4289 members 
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	Iteration 112Q: 3 clusters Score -2063223 nChanged 51
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	Iteration 113Q: 3 clusters Score -2063233 nChanged 53
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	Iteration 114Q: 3 clusters Score -2063240 nChanged 59
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	Iteration 115Q: 3 clusters Score -2063257 nChanged 65
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Mstep: Class 1 contains 4071 members 
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	Iteration 117Q: 3 clusters Score -2063283 nChanged 60
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Mstep: Class 1 contains 3950 members 
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	Iteration 118Q: 3 clusters Score -2063294 nChanged 66
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Mstep: Class 1 contains 3886 members 
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	Iteration 119Q: 3 clusters Score -2063312 nChanged 87
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Mstep: Class 1 contains 3799 members 
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	Iteration 120F: 3 clusters Score -2063336 nChanged 76
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Mstep: Class 1 contains 3723 members 
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Mstep: Class 1 contains 3648 members 
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	Iteration 122Q: 3 clusters Score -2063367 nChanged 81
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Mstep: Class 1 contains 3569 members 
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	Iteration 124Q: 3 clusters Score -2063414 nChanged 87
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	Iteration 125Q: 3 clusters Score -2063437 nChanged 87
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	Iteration 126Q: 3 clusters Score -2063459 nChanged 94
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	Iteration 127Q: 3 clusters Score -2063491 nChanged 101
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	Iteration 128Q: 3 clusters Score -2063527 nChanged 90
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	Iteration 129Q: 3 clusters Score -2063550 nChanged 95
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Mstep: Class 1 contains 2932 members 
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	Iteration 130Q: 3 clusters Score -2063573 nChanged 67
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Mstep: Class 1 contains 2865 members 
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	Iteration 131Q: 3 clusters Score -2063592 nChanged 66
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Mstep: Class 1 contains 2799 members 
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	Iteration 132Q: 3 clusters Score -2063608 nChanged 67
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	Iteration 133Q: 3 clusters Score -2063620 nChanged 58
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Mstep: Class 1 contains 2676 members 
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	Iteration 134Q: 3 clusters Score -2063638 nChanged 58
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Mstep: Class 1 contains 2618 members 
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	Iteration 135Q: 3 clusters Score -2063650 nChanged 56
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2063671 nChanged 58
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	Iteration 137Q: 3 clusters Score -2063676 nChanged 43
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	Iteration 138Q: 3 clusters Score -2063692 nChanged 30
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	Iteration 139Q: 3 clusters Score -2063692 nChanged 28
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Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2063700.625000 Penalty: 4849.287598
	Iteration 140F: 3 clusters Score -2063701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2063707.125000 Penalty: 4849.287598
	Iteration 141Q: 3 clusters Score -2063707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2063712.375000 Penalty: 4849.287598
	Iteration 142Q: 3 clusters Score -2063712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2063722.875000 Penalty: 4849.287598
	Iteration 143Q: 3 clusters Score -2063723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2063722.375000 Penalty: 4849.287598
	Iteration 144Q: 3 clusters Score -2063722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2063731.000000 Penalty: 4849.287598
	Iteration 145Q: 3 clusters Score -2063731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2063736.250000 Penalty: 4849.287598
	Iteration 146Q: 3 clusters Score -2063736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2063741.500000 Penalty: 4849.287598
	Iteration 147Q: 3 clusters Score -2063742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2063746.875000 Penalty: 4849.287598
	Iteration 148Q: 3 clusters Score -2063747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2063749.625000 Penalty: 4849.287598
	Iteration 149Q: 3 clusters Score -2063750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2063752.000000 Penalty: 4849.287598
	Iteration 150Q: 3 clusters Score -2063752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2063755.750000 Penalty: 4849.287598
	Iteration 151Q: 3 clusters Score -2063756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2063766.500000 Penalty: 4849.287598
	Iteration 152Q: 3 clusters Score -2063766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2063765.875000 Penalty: 4849.287598
	Iteration 153Q: 3 clusters Score -2063766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2063774.375000 Penalty: 4849.287598
	Iteration 154Q: 3 clusters Score -2063774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2063781.500000 Penalty: 4849.287598
	Iteration 155Q: 3 clusters Score -2063782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2063787.125000 Penalty: 4849.287598
	Iteration 156Q: 3 clusters Score -2063787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2063784.125000 Penalty: 4849.287598
	Iteration 157Q: 3 clusters Score -2063784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2063790.375000 Penalty: 4849.287598
	Iteration 158Q: 3 clusters Score -2063790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2063791.125000 Penalty: 4849.287598
	Iteration 159Q: 3 clusters Score -2063791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2063789.750000 Penalty: 4849.287598
	Iteration 160F: 3 clusters Score -2063790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2063790.750000 Penalty: 4849.287598
	Iteration 161Q: 3 clusters Score -2063791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2063787.250000 Penalty: 4849.287598
	Iteration 162Q: 3 clusters Score -2063787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2063790.500000 Penalty: 4849.287598
	Iteration 163Q: 3 clusters Score -2063790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2063790.250000 Penalty: 4849.287598
	Iteration 164Q: 3 clusters Score -2063790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2063792.750000 Penalty: 4849.287598
	Iteration 165Q: 3 clusters Score -2063793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2063796.500000 Penalty: 4849.287598
	Iteration 166Q: 3 clusters Score -2063796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2063800.500000 Penalty: 4849.287598
	Iteration 167Q: 3 clusters Score -2063800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2063802.125000 Penalty: 4849.287598
	Iteration 168Q: 3 clusters Score -2063802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2063806.625000 Penalty: 4849.287598
	Iteration 169Q: 3 clusters Score -2063807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2063809.125000 Penalty: 4849.287598
	Iteration 170Q: 3 clusters Score -2063809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2063810.625000 Penalty: 4849.287598
	Iteration 171Q: 3 clusters Score -2063811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2063814.250000 Penalty: 4849.287598
	Iteration 172Q: 3 clusters Score -2063814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2063817.875000 Penalty: 4849.287598
	Iteration 173Q: 3 clusters Score -2063818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2063817.500000 Penalty: 4849.287598
	Iteration 174Q: 3 clusters Score -2063818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2063821.875000 Penalty: 4849.287598
	Iteration 175Q: 3 clusters Score -2063822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2063820.625000 Penalty: 4849.287598
	Iteration 176Q: 3 clusters Score -2063821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2063826.500000 Penalty: 4849.287598
	Iteration 177Q: 3 clusters Score -2063826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2063833.625000 Penalty: 4849.287598
	Iteration 178Q: 3 clusters Score -2063834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2063842.000000 Penalty: 4849.287598
	Iteration 179Q: 3 clusters Score -2063842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2063848.500000 Penalty: 4849.287598
	Iteration 180F: 3 clusters Score -2063848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2063850.250000 Penalty: 4849.287598
	Iteration 181Q: 3 clusters Score -2063850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2063857.250000 Penalty: 4849.287598
	Iteration 182Q: 3 clusters Score -2063857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2063861.750000 Penalty: 4849.287598
	Iteration 183Q: 3 clusters Score -2063862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2063869.625000 Penalty: 4849.287598
	Iteration 184Q: 3 clusters Score -2063870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2063877.375000 Penalty: 4849.287598
	Iteration 185Q: 3 clusters Score -2063877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2063880.000000 Penalty: 4849.287598
	Iteration 186Q: 3 clusters Score -2063880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2063884.250000 Penalty: 4849.287598
	Iteration 187Q: 3 clusters Score -2063884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2063887.250000 Penalty: 4849.287598
	Iteration 188Q: 3 clusters Score -2063887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2063892.500000 Penalty: 4849.287598
	Iteration 189Q: 3 clusters Score -2063892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2063893.125000 Penalty: 4849.287598
	Iteration 190Q: 3 clusters Score -2063893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2063897.625000 Penalty: 4849.287598
	Iteration 191Q: 3 clusters Score -2063898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2063902.500000 Penalty: 4849.287598
	Iteration 192Q: 3 clusters Score -2063902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2063912.500000 Penalty: 4849.287598
	Iteration 193Q: 3 clusters Score -2063912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2063916.375000 Penalty: 4849.287598
	Iteration 194Q: 3 clusters Score -2063916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2063919.500000 Penalty: 4849.287598
	Iteration 195Q: 3 clusters Score -2063920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2063927.875000 Penalty: 4849.287598
	Iteration 196Q: 3 clusters Score -2063928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2063929.375000 Penalty: 4849.287598
	Iteration 197Q: 3 clusters Score -2063929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2063932.125000 Penalty: 4849.287598
	Iteration 198Q: 3 clusters Score -2063932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2063932.875000 Penalty: 4849.287598
	Iteration 199Q: 3 clusters Score -2063933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2063942.375000 Penalty: 4849.287598
	Iteration 200F: 3 clusters Score -2063942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2063949.625000 Penalty: 4849.287598
	Iteration 201Q: 3 clusters Score -2063950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2063951.000000 Penalty: 4849.287598
	Iteration 202Q: 3 clusters Score -2063951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2063953.750000 Penalty: 4849.287598
	Iteration 203Q: 3 clusters Score -2063954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2063961.750000 Penalty: 4849.287598
	Iteration 204Q: 3 clusters Score -2063962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2063967.875000 Penalty: 4849.287598
	Iteration 205Q: 3 clusters Score -2063968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2063967.125000 Penalty: 4849.287598
	Iteration 206Q: 3 clusters Score -2063967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2063971.625000 Penalty: 4849.287598
	Iteration 207Q: 3 clusters Score -2063972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2063970.750000 Penalty: 4849.287598
	Iteration 208Q: 3 clusters Score -2063971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2063976.125000 Penalty: 4849.287598
	Iteration 209Q: 3 clusters Score -2063976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2063982.125000 Penalty: 4849.287598
	Iteration 210Q: 3 clusters Score -2063982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2063982.000000 Penalty: 4849.287598
	Iteration 211Q: 3 clusters Score -2063982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2063983.750000 Penalty: 4849.287598
	Iteration 212Q: 3 clusters Score -2063984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2063984.875000 Penalty: 4849.287598
	Iteration 213Q: 3 clusters Score -2063985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2063992.125000 Penalty: 4849.287598
	Iteration 214Q: 3 clusters Score -2063992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2063992.125000 Penalty: 4849.287598
	Iteration 215Q: 3 clusters Score -2063992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2063994.375000 Penalty: 4849.287598
	Iteration 216Q: 3 clusters Score -2063994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2063992.625000 Penalty: 4849.287598
	Iteration 217Q: 3 clusters Score -2063993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2063993.375000 Penalty: 4849.287598
	Iteration 218Q: 3 clusters Score -2063993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2063993.375000 Penalty: 4849.287598
	Iteration 219F: 3 clusters Score -2063993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Entering Unmasked Estep 
Score: -7482112.000000 Penalty: 2745.095215
	Iteration 0F: 2 clusters Score -7482112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7439227.500000 Penalty: 5490.190430
	Iteration 0F: 3 clusters Score -7439228 nChanged 29774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -7455651.500000 Penalty: 5490.190430
	Iteration 1F: 3 clusters Score -7455652 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -7456291.000000 Penalty: 5490.190430
	Iteration 2Q: 3 clusters Score -7456291 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -7456931.500000 Penalty: 5490.190430
	Iteration 3Q: 3 clusters Score -7456932 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -7457723.500000 Penalty: 5490.190430
	Iteration 4Q: 3 clusters Score -7457724 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -7458811.500000 Penalty: 5490.190430
	Iteration 5Q: 3 clusters Score -7458812 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -7460467.500000 Penalty: 5490.190430
	Iteration 6Q: 3 clusters Score -7460468 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7462763.000000 Penalty: 5490.190430
	Iteration 7F: 3 clusters Score -7462763 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -7465718.000000 Penalty: 5490.190430
	Iteration 8F: 3 clusters Score -7465718 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7469285.000000 Penalty: 5490.190430
	Iteration 9F: 3 clusters Score -7469285 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -7472778.500000 Penalty: 5490.190430
	Iteration 10F: 3 clusters Score -7472778 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -7475659.000000 Penalty: 5490.190430
	Iteration 11F: 3 clusters Score -7475659 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7477500.000000 Penalty: 5490.190430
	Iteration 12Q: 3 clusters Score -7477500 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7478512.000000 Penalty: 5490.190430
	Iteration 13Q: 3 clusters Score -7478512 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7479005.500000 Penalty: 5490.190430
	Iteration 14Q: 3 clusters Score -7479006 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7479295.000000 Penalty: 5490.190430
	Iteration 15Q: 3 clusters Score -7479295 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7479459.000000 Penalty: 5490.190430
	Iteration 16Q: 3 clusters Score -7479459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7479541.000000 Penalty: 5490.190430
	Iteration 17Q: 3 clusters Score -7479541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7479606.500000 Penalty: 5490.190430
	Iteration 18Q: 3 clusters Score -7479606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7479645.000000 Penalty: 5490.190430
	Iteration 19Q: 3 clusters Score -7479645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7479675.000000 Penalty: 5490.190430
	Iteration 20F: 3 clusters Score -7479675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7479696.000000 Penalty: 5490.190430
	Iteration 21Q: 3 clusters Score -7479696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7479710.000000 Penalty: 5490.190430
	Iteration 22Q: 3 clusters Score -7479710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7479717.000000 Penalty: 5490.190430
	Iteration 23Q: 3 clusters Score -7479717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7479732.500000 Penalty: 5490.190430
	Iteration 24Q: 3 clusters Score -7479732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7479737.000000 Penalty: 5490.190430
	Iteration 25Q: 3 clusters Score -7479737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7479743.000000 Penalty: 5490.190430
	Iteration 26Q: 3 clusters Score -7479743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7479744.000000 Penalty: 5490.190430
	Iteration 27Q: 3 clusters Score -7479744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7479749.000000 Penalty: 5490.190430
	Iteration 28Q: 3 clusters Score -7479749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7479757.000000 Penalty: 5490.190430
	Iteration 29Q: 3 clusters Score -7479757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7479764.500000 Penalty: 5490.190430
	Iteration 30Q: 3 clusters Score -7479764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7479764.000000 Penalty: 5490.190430
	Iteration 31Q: 3 clusters Score -7479764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7479771.500000 Penalty: 5490.190430
	Iteration 32Q: 3 clusters Score -7479772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7479775.500000 Penalty: 5490.190430
	Iteration 33Q: 3 clusters Score -7479776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7479780.000000 Penalty: 5490.190430
	Iteration 34Q: 3 clusters Score -7479780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7479780.500000 Penalty: 5490.190430
	Iteration 35Q: 3 clusters Score -7479780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7479782.000000 Penalty: 5490.190430
	Iteration 36Q: 3 clusters Score -7479782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7479782.000000 Penalty: 5490.190430
	Iteration 37Q: 3 clusters Score -7479782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7479779.500000 Penalty: 5490.190430
	Iteration 38Q: 3 clusters Score -7479780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7479779.500000 Penalty: 5490.190430
	Iteration 39F: 3 clusters Score -7479780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -86859.531250 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -86859.53 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 419 members 
Entering Unmasked Estep 
Score: -85023.796875 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -85023.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85307.164062 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -85307.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85434.148438 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -85434.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85535.437500 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -85535.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85656.945312 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -85656.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85739.867188 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -85739.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85799.984375 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -85799.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85853.476562 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -85853.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85928.335938 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -85928.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85981.015625 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -85981.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -86013.671875 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -86013.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86039.039062 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -86039.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86055.484375 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -86055.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86075.359375 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -86075.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86099.218750 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -86099.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86107.992188 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -86107.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -86115.570312 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -86115.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86125.078125 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -86125.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86128.929688 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -86128.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86135.226562 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -86135.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86138.648438 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -86138.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86140.453125 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -86140.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86143.429688 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -86143.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86152.921875 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -86152.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86166.296875 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -86166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86175.460938 Penalty: 3348.546387
	Iteration 25Q: 3 clusters Score -86175.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86182.031250 Penalty: 3348.546387
	Iteration 26Q: 3 clusters Score -86182.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86191.632812 Penalty: 3348.546387
	Iteration 27Q: 3 clusters Score -86191.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86206.156250 Penalty: 3348.546387
	Iteration 28Q: 3 clusters Score -86206.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86226.382812 Penalty: 3348.546387
	Iteration 29Q: 3 clusters Score -86226.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86268.234375 Penalty: 3348.546387
	Iteration 30Q: 3 clusters Score -86268.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -86311.632812 Penalty: 3348.546387
	Iteration 31Q: 3 clusters Score -86311.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86399.031250 Penalty: 3348.546387
	Iteration 32Q: 3 clusters Score -86399.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86474.875000 Penalty: 3348.546387
	Iteration 33Q: 3 clusters Score -86474.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86509.632812 Penalty: 3348.546387
	Iteration 34Q: 3 clusters Score -86509.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86515.945312 Penalty: 3348.546387
	Iteration 35Q: 3 clusters Score -86515.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86521.984375 Penalty: 3348.546387
	Iteration 36Q: 3 clusters Score -86521.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86527.742188 Penalty: 3348.546387
	Iteration 37Q: 3 clusters Score -86527.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86534.500000 Penalty: 3348.546387
	Iteration 38Q: 3 clusters Score -86534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86543.296875 Penalty: 3348.546387
	Iteration 39Q: 3 clusters Score -86543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86548.242188 Penalty: 3348.546387
	Iteration 40F: 3 clusters Score -86548.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86555.851562 Penalty: 3348.546387
	Iteration 41Q: 3 clusters Score -86555.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86560.460938 Penalty: 3348.546387
	Iteration 42Q: 3 clusters Score -86560.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86563.898438 Penalty: 3348.546387
	Iteration 43Q: 3 clusters Score -86563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86565.820312 Penalty: 3348.546387
	Iteration 44Q: 3 clusters Score -86565.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86565.820312 Penalty: 3348.546387
	Iteration 45F: 3 clusters Score -86565.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -61271.960938 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -61271.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59607.863281 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -59607.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59790.945312 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -59790.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59876.722656 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -59876.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59908.835938 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -59908.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59936.699219 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -59936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59951.964844 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -59951.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59958.382812 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -59958.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59963.640625 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -59963.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59965.656250 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -59965.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59967.703125 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -59967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59969.292969 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -59969.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59969.292969 Penalty: 3180.261963
	Iteration 11F: 3 clusters Score -59969.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -26904.103516 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -26904.1 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 145 members 
Entering Unmasked Estep 
Score: -25647.316406 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -25647.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25773.322266 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -25773.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25810.097656 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -25810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25838.527344 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -25838.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25866.609375 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -25866.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25870.199219 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -25870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25870.199219 Penalty: 2794.855469
	Iteration 6F: 3 clusters Score -25870.2 nChanged 0
--- Evaluating fit on full set of 3051333 points ---
Entering Unmasked Estep 
Score: -344809504.000000 Penalty: 92572.757812
22->26 Clusters: Score -344809504.000000, best is -344971232.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1017111 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 46186 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 46335 members 
Mstep: Class 5 contains 46383 members 
Mstep: Class 6 contains 46239 members 
Mstep: Class 7 contains 46183 members 
Mstep: Class 8 contains 46116 members 
Mstep: Class 9 contains 45863 members 
Mstep: Class 10 contains 46295 members 
Mstep: Class 11 contains 45830 members 
Mstep: Class 12 contains 45959 members 
Mstep: Class 13 contains 46116 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 15 contains 46335 members 
Mstep: Class 16 contains 46519 members 
Mstep: Class 17 contains 46048 members 
Mstep: Class 18 contains 46712 members 
Mstep: Class 19 contains 46506 members 
Mstep: Class 20 contains 46515 members 
Mstep: Class 21 contains 46210 members 
Mstep: Class 22 contains 46386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 332.467255 but Gain 3430.453125
Score: -108878784.000000 Penalty: 72039.539062
Iteration 0F: 22 clusters Score -1.088788e+08 nChanged 968290
Entering Unmasked Mstep 
Mstep: Class 0 contains 3371 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 78275 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 48070 members 
Mstep: Class 5 contains 19377 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 27746 members 
Mstep: Class 9 contains 16285 members 
Mstep: Class 10 contains 32452 members 
Mstep: Class 11 contains 8550 members 
Mstep: Class 12 contains 10738 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 8030 members 
Mstep: Class 15 contains 19846 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 20594 members 
Mstep: Class 18 contains 23289 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 20 contains 125641 members 
Mstep: Class 21 contains 8403 members 
Mstep: Class 22 contains 489242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2826.104248 but Gain 3430.453125
Score: -112681312.000000 Penalty: 68609.085938
Iteration 1F: 21 clusters Score -1.126813e+08 nChanged 311075
Entering Unmasked Mstep 
Mstep: Class 0 contains 3201 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 74902 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 48148 members 
Mstep: Class 5 contains 17374 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 18605 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 18739 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 4514 members 
Mstep: Class 13 contains 18916 members 
Mstep: Class 14 contains 5350 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 12272 members 
Mstep: Class 18 contains 14325 members 
Mstep: Class 20 contains 140822 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 565092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2519.414307 but Gain 3430.457031
Score: -113107208.000000 Penalty: 65178.628906
Iteration 2F: 20 clusters Score -1.131072e+08 nChanged 213247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2889 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 98333 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 53723 members 
Mstep: Class 5 contains 22191 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 17234 members 
Mstep: Class 9 contains 9596 members 
Mstep: Class 10 contains 10444 members 
Mstep: Class 11 contains 5236 members 
Mstep: Class 12 contains 2411 members 
Mstep: Class 13 contains 24752 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 20687 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 9483 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 20 contains 175816 members 
Mstep: Class 22 contains 519162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2195.211670 but Gain 3430.453125
Score: -113511832.000000 Penalty: 61748.175781
Iteration 3F: 19 clusters Score -1.135118e+08 nChanged 198982
Entering Unmasked Mstep 
Mstep: Class 0 contains 2015 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 143959 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 67850 members 
Mstep: Class 5 contains 27190 members 
Mstep: Class 6 contains 4164 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 9 contains 14893 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 13 contains 21139 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 30383 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 9815 members 
Mstep: Class 18 contains 9356 members 
Mstep: Class 20 contains 211007 members 
Mstep: Class 22 contains 425993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113903808.000000 Penalty: 61748.175781
Iteration 4F: 19 clusters Score -1.139038e+08 nChanged 170537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 187036 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 85507 members 
Mstep: Class 5 contains 29263 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 15431 members 
Mstep: Class 9 contains 24108 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 3535 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 38879 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 9443 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 20 contains 230750 members 
Mstep: Class 22 contains 339726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114172464.000000 Penalty: 61748.175781
Iteration 5F: 19 clusters Score -1.141725e+08 nChanged 120031
Entering Unmasked Mstep 
Mstep: Class 0 contains 1369 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 214353 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 29528 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 14090 members 
Mstep: Class 9 contains 32211 members 
Mstep: Class 10 contains 1980 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 13 contains 18263 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 44962 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 4080 members 
Mstep: Class 20 contains 235969 members 
Mstep: Class 22 contains 290206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114291528.000000 Penalty: 61748.175781
Iteration 6F: 19 clusters Score -1.142915e+08 nChanged 86240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1332 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 232805 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 99956 members 
Mstep: Class 5 contains 29336 members 
Mstep: Class 6 contains 9648 members 
Mstep: Class 7 contains 12865 members 
Mstep: Class 9 contains 38111 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 13 contains 18984 members 
Mstep: Class 14 contains 7026 members 
Mstep: Class 15 contains 49224 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 20 contains 238301 members 
Mstep: Class 22 contains 256956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114361744.000000 Penalty: 61748.175781
Iteration 7F: 19 clusters Score -1.143617e+08 nChanged 62205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1301 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 247390 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 102594 members 
Mstep: Class 5 contains 29032 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 9 contains 42480 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 13 contains 20132 members 
Mstep: Class 14 contains 7757 members 
Mstep: Class 15 contains 52145 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 20 contains 240241 members 
Mstep: Class 22 contains 229353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114410816.000000 Penalty: 61748.175781
Iteration 8F: 19 clusters Score -1.144108e+08 nChanged 47594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1197 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 259378 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 104468 members 
Mstep: Class 5 contains 28679 members 
Mstep: Class 6 contains 13546 members 
Mstep: Class 7 contains 11320 members 
Mstep: Class 9 contains 45952 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 3233 members 
Mstep: Class 13 contains 21492 members 
Mstep: Class 14 contains 7771 members 
Mstep: Class 15 contains 54003 members 
Mstep: Class 16 contains 1310 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 20 contains 239866 members 
Mstep: Class 22 contains 208174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114446520.000000 Penalty: 61748.175781
Iteration 9Q: 19 clusters Score -1.144465e+08 nChanged 38762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 270233 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 105915 members 
Mstep: Class 5 contains 28330 members 
Mstep: Class 6 contains 15010 members 
Mstep: Class 7 contains 11304 members 
Mstep: Class 9 contains 48880 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 13 contains 22906 members 
Mstep: Class 14 contains 7511 members 
Mstep: Class 15 contains 54907 members 
Mstep: Class 16 contains 1310 members 
Mstep: Class 17 contains 6284 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 20 contains 236850 members 
Mstep: Class 22 contains 191856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114468704.000000 Penalty: 61748.175781
Iteration 10Q: 19 clusters Score -1.144687e+08 nChanged 32681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 279779 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 106955 members 
Mstep: Class 5 contains 28056 members 
Mstep: Class 6 contains 16174 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 9 contains 51477 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 13 contains 24294 members 
Mstep: Class 14 contains 7105 members 
Mstep: Class 15 contains 55133 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 20 contains 232332 members 
Mstep: Class 22 contains 179143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114487488.000000 Penalty: 61748.175781
Iteration 11Q: 19 clusters Score -1.144875e+08 nChanged 29196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 288290 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 107714 members 
Mstep: Class 5 contains 27790 members 
Mstep: Class 6 contains 17049 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 9 contains 53827 members 
Mstep: Class 10 contains 3916 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 13 contains 25578 members 
Mstep: Class 14 contains 6658 members 
Mstep: Class 15 contains 54973 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 20 contains 226911 members 
Mstep: Class 22 contains 169029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114502376.000000 Penalty: 61748.175781
Iteration 12Q: 19 clusters Score -1.145024e+08 nChanged 26438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 295823 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 108142 members 
Mstep: Class 5 contains 27576 members 
Mstep: Class 6 contains 17735 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 9 contains 55879 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 54645 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 20 contains 221035 members 
Mstep: Class 22 contains 161154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114514640.000000 Penalty: 61748.175781
Iteration 13Q: 19 clusters Score -1.145146e+08 nChanged 24783
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 302180 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 108282 members 
Mstep: Class 5 contains 27403 members 
Mstep: Class 6 contains 18274 members 
Mstep: Class 7 contains 14408 members 
Mstep: Class 9 contains 57595 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 5491 members 
Mstep: Class 13 contains 27941 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 54223 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 20 contains 215707 members 
Mstep: Class 22 contains 155016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114523152.000000 Penalty: 61748.175781
Iteration 14Q: 19 clusters Score -1.145232e+08 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 306938 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 108248 members 
Mstep: Class 5 contains 27217 members 
Mstep: Class 6 contains 18706 members 
Mstep: Class 7 contains 15291 members 
Mstep: Class 9 contains 59033 members 
Mstep: Class 10 contains 4407 members 
Mstep: Class 11 contains 5879 members 
Mstep: Class 13 contains 29032 members 
Mstep: Class 14 contains 5475 members 
Mstep: Class 15 contains 53719 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 11236 members 
Mstep: Class 18 contains 3640 members 
Mstep: Class 20 contains 211394 members 
Mstep: Class 22 contains 150305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114528080.000000 Penalty: 61748.175781
Iteration 15Q: 19 clusters Score -1.145281e+08 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 310148 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 108194 members 
Mstep: Class 5 contains 27152 members 
Mstep: Class 6 contains 19068 members 
Mstep: Class 7 contains 16106 members 
Mstep: Class 9 contains 60197 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 13 contains 29965 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 53231 members 
Mstep: Class 16 contains 1305 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 20 contains 208143 members 
Mstep: Class 22 contains 146830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3285.400391 but Gain 3430.453125
Score: -114531472.000000 Penalty: 58317.722656
Iteration 16Q: 18 clusters Score -1.145315e+08 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 313175 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 108093 members 
Mstep: Class 5 contains 27816 members 
Mstep: Class 6 contains 19398 members 
Mstep: Class 7 contains 16761 members 
Mstep: Class 9 contains 61126 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 6451 members 
Mstep: Class 13 contains 30731 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 52756 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 13463 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 20 contains 205817 members 
Mstep: Class 22 contains 144637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114535544.000000 Penalty: 58317.722656
Iteration 17Q: 18 clusters Score -1.145355e+08 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 314211 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 108009 members 
Mstep: Class 5 contains 28059 members 
Mstep: Class 6 contains 19608 members 
Mstep: Class 7 contains 17313 members 
Mstep: Class 9 contains 61901 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 13 contains 31343 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 52313 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 14253 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 20 contains 204100 members 
Mstep: Class 22 contains 142618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114536736.000000 Penalty: 58317.722656
Iteration 18Q: 18 clusters Score -1.145367e+08 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 314713 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 107907 members 
Mstep: Class 5 contains 28307 members 
Mstep: Class 6 contains 19830 members 
Mstep: Class 7 contains 17822 members 
Mstep: Class 9 contains 62483 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 13 contains 31773 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 51969 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 14865 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 20 contains 202901 members 
Mstep: Class 22 contains 141103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114536816.000000 Penalty: 58317.722656
Iteration 19Q: 18 clusters Score -1.145368e+08 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 314864 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 107755 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 20015 members 
Mstep: Class 7 contains 18213 members 
Mstep: Class 9 contains 62930 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 7115 members 
Mstep: Class 13 contains 32067 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 51662 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 15382 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 20 contains 202078 members 
Mstep: Class 22 contains 140101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570040.000000 Penalty: 58317.722656
Iteration 20F: 18 clusters Score -1.1457e+08 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 629 members 
Mstep: Class 2 contains 314719 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 107593 members 
Mstep: Class 5 contains 28783 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 9 contains 63259 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 13 contains 32248 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 15887 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 20 contains 201371 members 
Mstep: Class 22 contains 139439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584336.000000 Penalty: 58317.722656
Iteration 21Q: 18 clusters Score -1.145843e+08 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 314418 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 107431 members 
Mstep: Class 5 contains 29040 members 
Mstep: Class 6 contains 20221 members 
Mstep: Class 7 contains 19141 members 
Mstep: Class 9 contains 63511 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 13 contains 32341 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 51250 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 16317 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 20 contains 200780 members 
Mstep: Class 22 contains 139014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585296.000000 Penalty: 58317.722656
Iteration 22Q: 18 clusters Score -1.145853e+08 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 313980 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 107288 members 
Mstep: Class 5 contains 29289 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 19514 members 
Mstep: Class 9 contains 63703 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 7581 members 
Mstep: Class 13 contains 32391 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 51150 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 16732 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 20 contains 200320 members 
Mstep: Class 22 contains 138752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586264.000000 Penalty: 58317.722656
Iteration 23Q: 18 clusters Score -1.145863e+08 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 313456 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 107172 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 20358 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 9 contains 63844 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 13 contains 32405 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 51068 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 17229 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 20 contains 199927 members 
Mstep: Class 22 contains 138632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587096.000000 Penalty: 58317.722656
Iteration 24Q: 18 clusters Score -1.145871e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 312902 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 107079 members 
Mstep: Class 5 contains 29691 members 
Mstep: Class 6 contains 20414 members 
Mstep: Class 7 contains 20030 members 
Mstep: Class 9 contains 63950 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 7722 members 
Mstep: Class 13 contains 32400 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 50986 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 17681 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 20 contains 199604 members 
Mstep: Class 22 contains 138622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114588896.000000 Penalty: 58317.722656
Iteration 25Q: 18 clusters Score -1.145889e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 312187 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 107020 members 
Mstep: Class 5 contains 29867 members 
Mstep: Class 6 contains 20455 members 
Mstep: Class 7 contains 20168 members 
Mstep: Class 9 contains 64027 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 13 contains 32376 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 50917 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 18266 members 
Mstep: Class 18 contains 2949 members 
Mstep: Class 20 contains 199373 members 
Mstep: Class 22 contains 138678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114590408.000000 Penalty: 58317.722656
Iteration 26Q: 18 clusters Score -1.145904e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 311522 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 106965 members 
Mstep: Class 5 contains 30003 members 
Mstep: Class 6 contains 20491 members 
Mstep: Class 7 contains 20303 members 
Mstep: Class 9 contains 64095 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 13 contains 32337 members 
Mstep: Class 14 contains 4922 members 
Mstep: Class 15 contains 50855 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 20 contains 199184 members 
Mstep: Class 22 contains 138734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114591064.000000 Penalty: 58317.722656
Iteration 27Q: 18 clusters Score -1.145911e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 310955 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 106915 members 
Mstep: Class 5 contains 30112 members 
Mstep: Class 6 contains 20496 members 
Mstep: Class 7 contains 20426 members 
Mstep: Class 9 contains 64160 members 
Mstep: Class 10 contains 4252 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 13 contains 32287 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 50818 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 19371 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 20 contains 198998 members 
Mstep: Class 22 contains 138828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114591360.000000 Penalty: 58317.722656
Iteration 28Q: 18 clusters Score -1.145914e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 310445 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 106869 members 
Mstep: Class 5 contains 30211 members 
Mstep: Class 6 contains 20514 members 
Mstep: Class 7 contains 20524 members 
Mstep: Class 9 contains 64206 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 7907 members 
Mstep: Class 13 contains 32241 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 50769 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 19775 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 20 contains 198815 members 
Mstep: Class 22 contains 139023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114591856.000000 Penalty: 58317.722656
Iteration 29Q: 18 clusters Score -1.145919e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 309975 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106803 members 
Mstep: Class 5 contains 30280 members 
Mstep: Class 6 contains 20529 members 
Mstep: Class 7 contains 20598 members 
Mstep: Class 9 contains 64225 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 13 contains 32163 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 50736 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 20 contains 198664 members 
Mstep: Class 22 contains 139344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114592328.000000 Penalty: 58317.722656
Iteration 30Q: 18 clusters Score -1.145923e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 309623 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106735 members 
Mstep: Class 5 contains 30352 members 
Mstep: Class 6 contains 20539 members 
Mstep: Class 7 contains 20663 members 
Mstep: Class 9 contains 64242 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 13 contains 32097 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 50696 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 20344 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 20 contains 198501 members 
Mstep: Class 22 contains 139618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114592664.000000 Penalty: 58317.722656
Iteration 31Q: 18 clusters Score -1.145927e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 309317 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106683 members 
Mstep: Class 5 contains 30422 members 
Mstep: Class 6 contains 20544 members 
Mstep: Class 7 contains 20716 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 4187 members 
Mstep: Class 11 contains 7989 members 
Mstep: Class 13 contains 32042 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 50668 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 20552 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 20 contains 198329 members 
Mstep: Class 22 contains 139905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114592608.000000 Penalty: 58317.722656
Iteration 32Q: 18 clusters Score -1.145926e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 309008 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 30491 members 
Mstep: Class 6 contains 20535 members 
Mstep: Class 7 contains 20770 members 
Mstep: Class 9 contains 64258 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 13 contains 31984 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 50642 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 20722 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 20 contains 198193 members 
Mstep: Class 22 contains 140198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114592896.000000 Penalty: 58317.722656
Iteration 33Q: 18 clusters Score -1.145929e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 308754 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106603 members 
Mstep: Class 5 contains 30541 members 
Mstep: Class 6 contains 20530 members 
Mstep: Class 7 contains 20806 members 
Mstep: Class 9 contains 64261 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 13 contains 31929 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 50628 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 20829 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 20 contains 198091 members 
Mstep: Class 22 contains 140500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114593128.000000 Penalty: 58317.722656
Iteration 34Q: 18 clusters Score -1.145931e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 308503 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106551 members 
Mstep: Class 5 contains 30586 members 
Mstep: Class 6 contains 20543 members 
Mstep: Class 7 contains 20840 members 
Mstep: Class 9 contains 64277 members 
Mstep: Class 10 contains 4137 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 13 contains 31889 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 50604 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 20925 members 
Mstep: Class 18 contains 2727 members 
Mstep: Class 20 contains 198013 members 
Mstep: Class 22 contains 140750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114593176.000000 Penalty: 58317.722656
Iteration 35Q: 18 clusters Score -1.145932e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 308288 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106525 members 
Mstep: Class 5 contains 30625 members 
Mstep: Class 6 contains 20560 members 
Mstep: Class 7 contains 20862 members 
Mstep: Class 9 contains 64293 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 13 contains 31852 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 50581 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21001 members 
Mstep: Class 18 contains 2713 members 
Mstep: Class 20 contains 197919 members 
Mstep: Class 22 contains 140992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114593160.000000 Penalty: 58317.722656
Iteration 36Q: 18 clusters Score -1.145932e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 308078 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106494 members 
Mstep: Class 5 contains 30647 members 
Mstep: Class 6 contains 20569 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 9 contains 64305 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 50570 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21052 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 20 contains 197831 members 
Mstep: Class 22 contains 141251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114593240.000000 Penalty: 58317.722656
Iteration 37Q: 18 clusters Score -1.145932e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 307897 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 106461 members 
Mstep: Class 5 contains 30665 members 
Mstep: Class 6 contains 20578 members 
Mstep: Class 7 contains 20917 members 
Mstep: Class 9 contains 64308 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 13 contains 31812 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 50552 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21110 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 20 contains 197759 members 
Mstep: Class 22 contains 141477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114593320.000000 Penalty: 58317.722656
Iteration 38Q: 18 clusters Score -1.145933e+08 nChanged 643
Entering ConstructFrom: 
Score: -114593320.000000 Penalty: 58317.722656
Entering ConstructFrom: 
Trying to split cluster 2 (307717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307717 members 
Entering Unmasked Estep 
Score: -35190944.000000 Penalty: 3133.960205
	Iteration 0F: 2 clusters Score -3.519094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -34995952.000000 Penalty: 6267.920410
	Iteration 0F: 3 clusters Score -3.499595e+07 nChanged 149425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145263 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -35084908.000000 Penalty: 6267.920410
	Iteration 1F: 3 clusters Score -3.508491e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -35086920.000000 Penalty: 6267.920410
	Iteration 2Q: 3 clusters Score -3.508692e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 176023 members 
Entering Unmasked Estep 
Score: -35090348.000000 Penalty: 6267.920410
	Iteration 3Q: 3 clusters Score -3.509035e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 188452 members 
Entering Unmasked Estep 
Score: -35096444.000000 Penalty: 6267.920410
	Iteration 4Q: 3 clusters Score -3.509644e+07 nChanged 18548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 206054 members 
Entering Unmasked Estep 
Score: -35106648.000000 Penalty: 6267.920410
	Iteration 5F: 3 clusters Score -3.510665e+07 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 228735 members 
Entering Unmasked Estep 
Score: -35122016.000000 Penalty: 6267.920410
	Iteration 6F: 3 clusters Score -3.512202e+07 nChanged 24853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 253296 members 
Entering Unmasked Estep 
Score: -35142284.000000 Penalty: 6267.920410
	Iteration 7F: 3 clusters Score -3.514228e+07 nChanged 20998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 274156 members 
Entering Unmasked Estep 
Score: -35160112.000000 Penalty: 6267.920410
	Iteration 8F: 3 clusters Score -3.516011e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 287799 members 
Entering Unmasked Estep 
Score: -35172352.000000 Penalty: 6267.920410
	Iteration 9Q: 3 clusters Score -3.517235e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 295826 members 
Entering Unmasked Estep 
Score: -35179160.000000 Penalty: 6267.920410
	Iteration 10Q: 3 clusters Score -3.517916e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 300339 members 
Entering Unmasked Estep 
Score: -35182832.000000 Penalty: 6267.920410
	Iteration 11Q: 3 clusters Score -3.518283e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 302894 members 
Entering Unmasked Estep 
Score: -35184716.000000 Penalty: 6267.920410
	Iteration 12Q: 3 clusters Score -3.518472e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 304385 members 
Entering Unmasked Estep 
Score: -35185960.000000 Penalty: 6267.920410
	Iteration 13Q: 3 clusters Score -3.518596e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 305292 members 
Entering Unmasked Estep 
Score: -35186652.000000 Penalty: 6267.920410
	Iteration 14Q: 3 clusters Score -3.518665e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 305851 members 
Entering Unmasked Estep 
Score: -35187020.000000 Penalty: 6267.920410
	Iteration 15Q: 3 clusters Score -3.518702e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 306172 members 
Entering Unmasked Estep 
Score: -35187208.000000 Penalty: 6267.920410
	Iteration 16Q: 3 clusters Score -3.518721e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 306363 members 
Entering Unmasked Estep 
Score: -35187448.000000 Penalty: 6267.920410
	Iteration 17Q: 3 clusters Score -3.518745e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 306491 members 
Entering Unmasked Estep 
Score: -35187488.000000 Penalty: 6267.920410
	Iteration 18Q: 3 clusters Score -3.518749e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 306597 members 
Entering Unmasked Estep 
Score: -35187604.000000 Penalty: 6267.920410
	Iteration 19Q: 3 clusters Score -3.51876e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 306659 members 
Entering Unmasked Estep 
Score: -35187712.000000 Penalty: 6267.920410
	Iteration 20F: 3 clusters Score -3.518771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 306706 members 
Entering Unmasked Estep 
Score: -35187764.000000 Penalty: 6267.920410
	Iteration 21Q: 3 clusters Score -3.518776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 306742 members 
Entering Unmasked Estep 
Score: -35187772.000000 Penalty: 6267.920410
	Iteration 22Q: 3 clusters Score -3.518777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 306768 members 
Entering Unmasked Estep 
Score: -35187792.000000 Penalty: 6267.920410
	Iteration 23Q: 3 clusters Score -3.518779e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 306800 members 
Entering Unmasked Estep 
Score: -35187796.000000 Penalty: 6267.920410
	Iteration 24Q: 3 clusters Score -3.51878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 306818 members 
Entering Unmasked Estep 
Score: -35187852.000000 Penalty: 6267.920410
	Iteration 25Q: 3 clusters Score -3.518785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 306836 members 
Entering Unmasked Estep 
Score: -35187888.000000 Penalty: 6267.920410
	Iteration 26Q: 3 clusters Score -3.518789e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 306871 members 
Entering Unmasked Estep 
Score: -35187904.000000 Penalty: 6267.920410
	Iteration 27Q: 3 clusters Score -3.51879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 306889 members 
Entering Unmasked Estep 
Score: -35187892.000000 Penalty: 6267.920410
	Iteration 28Q: 3 clusters Score -3.518789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 306901 members 
Entering Unmasked Estep 
Score: -35187916.000000 Penalty: 6267.920410
	Iteration 29Q: 3 clusters Score -3.518792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 306904 members 
Entering Unmasked Estep 
Score: -35187936.000000 Penalty: 6267.920410
	Iteration 30Q: 3 clusters Score -3.518794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 306905 members 
Entering Unmasked Estep 
Score: -35187928.000000 Penalty: 6267.920410
	Iteration 31Q: 3 clusters Score -3.518793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 306908 members 
Entering Unmasked Estep 
Score: -35187920.000000 Penalty: 6267.920410
	Iteration 32Q: 3 clusters Score -3.518792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 306917 members 
Entering Unmasked Estep 
Score: -35187924.000000 Penalty: 6267.920410
	Iteration 33Q: 3 clusters Score -3.518792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 306921 members 
Entering Unmasked Estep 
Score: -35187940.000000 Penalty: 6267.920410
	Iteration 34Q: 3 clusters Score -3.518794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 306926 members 
Entering Unmasked Estep 
Score: -35187948.000000 Penalty: 6267.920410
	Iteration 35Q: 3 clusters Score -3.518795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 306929 members 
Entering Unmasked Estep 
Score: -35187940.000000 Penalty: 6267.920410
	Iteration 36Q: 3 clusters Score -3.518794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 306930 members 
Entering Unmasked Estep 
Score: -35187944.000000 Penalty: 6267.920410
	Iteration 37Q: 3 clusters Score -3.518794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 306930 members 
Entering Unmasked Estep 
Score: -35187952.000000 Penalty: 6267.920410
	Iteration 38Q: 3 clusters Score -3.518795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 306931 members 
Entering Unmasked Estep 
Score: -35187936.000000 Penalty: 6267.920410
	Iteration 39Q: 3 clusters Score -3.518794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 306932 members 
Entering Unmasked Estep 
Score: -35187944.000000 Penalty: 6267.920410
	Iteration 40F: 3 clusters Score -3.518794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 306932 members 
Entering Unmasked Estep 
Score: -35187932.000000 Penalty: 6267.920410
	Iteration 41Q: 3 clusters Score -3.518793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 306932 members 
Entering Unmasked Estep 
Score: -35187940.000000 Penalty: 6267.920410
	Iteration 42Q: 3 clusters Score -3.518794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 306931 members 
Entering Unmasked Estep 
Score: -35187936.000000 Penalty: 6267.920410
	Iteration 43Q: 3 clusters Score -3.518794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 306931 members 
Entering Unmasked Estep 
Score: -35187936.000000 Penalty: 6267.920410
	Iteration 44F: 3 clusters Score -3.518794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -174317.000000 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -174317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -171943.171875 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -171943.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -173749.609375 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -173749.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -176576.046875 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -176576 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -177980.343750 Penalty: 3741.463623
	Iteration 3F: 3 clusters Score -177980.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -178887.406250 Penalty: 3741.463623
	Iteration 4F: 3 clusters Score -178887.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179691.203125 Penalty: 3741.463623
	Iteration 5Q: 3 clusters Score -179691.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -180338.671875 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -180338.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -181046.828125 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -181046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -181726.671875 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -181726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -181726.671875 Penalty: 3741.463623
	Iteration 9F: 3 clusters Score -181726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 13 contains 31789 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 50541 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 20 contains 197690 members 
Mstep: Class 22 contains 141709 members 
Entering Unmasked Estep 
Score: -114599552.000000 Penalty: 61748.175781
Splitting cluster 3 changes total score from -114593320.000000 to -114599552.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (106421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Entering Unmasked Estep 
Score: -12291653.000000 Penalty: 2870.639160
	Iteration 0F: 2 clusters Score -1.229165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -12220221.000000 Penalty: 5741.278320
	Iteration 0F: 3 clusters Score -1.222022e+07 nChanged 50453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -12249470.000000 Penalty: 5741.278320
	Iteration 1F: 3 clusters Score -1.224947e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -12250794.000000 Penalty: 5741.278320
	Iteration 2Q: 3 clusters Score -1.225079e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -12252589.000000 Penalty: 5741.278320
	Iteration 3Q: 3 clusters Score -1.225259e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -12255198.000000 Penalty: 5741.278320
	Iteration 4F: 3 clusters Score -1.22552e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -12259387.000000 Penalty: 5741.278320
	Iteration 5F: 3 clusters Score -1.225939e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -12264929.000000 Penalty: 5741.278320
	Iteration 6F: 3 clusters Score -1.226493e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -12271052.000000 Penalty: 5741.278320
	Iteration 7F: 3 clusters Score -1.227105e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -12277049.000000 Penalty: 5741.278320
	Iteration 8F: 3 clusters Score -1.227705e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -12281516.000000 Penalty: 5741.278320
	Iteration 9F: 3 clusters Score -1.228152e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -12284741.000000 Penalty: 5741.278320
	Iteration 10Q: 3 clusters Score -1.228474e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -12286653.000000 Penalty: 5741.278320
	Iteration 11Q: 3 clusters Score -1.228665e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -12287780.000000 Penalty: 5741.278320
	Iteration 12Q: 3 clusters Score -1.228778e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -12288372.000000 Penalty: 5741.278320
	Iteration 13Q: 3 clusters Score -1.228837e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -12288641.000000 Penalty: 5741.278320
	Iteration 14Q: 3 clusters Score -1.228864e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -12288812.000000 Penalty: 5741.278320
	Iteration 15Q: 3 clusters Score -1.228881e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -12288944.000000 Penalty: 5741.278320
	Iteration 16Q: 3 clusters Score -1.228894e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -12289051.000000 Penalty: 5741.278320
	Iteration 17Q: 3 clusters Score -1.228905e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -12289124.000000 Penalty: 5741.278320
	Iteration 18Q: 3 clusters Score -1.228912e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -12289174.000000 Penalty: 5741.278320
	Iteration 19Q: 3 clusters Score -1.228917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -12289182.000000 Penalty: 5741.278320
	Iteration 20F: 3 clusters Score -1.228918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -12289222.000000 Penalty: 5741.278320
	Iteration 21Q: 3 clusters Score -1.228922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -12289233.000000 Penalty: 5741.278320
	Iteration 22Q: 3 clusters Score -1.228923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -12289234.000000 Penalty: 5741.278320
	Iteration 23Q: 3 clusters Score -1.228923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -12289267.000000 Penalty: 5741.278320
	Iteration 24Q: 3 clusters Score -1.228927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -12289267.000000 Penalty: 5741.278320
	Iteration 25Q: 3 clusters Score -1.228927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 105687 members 
Entering Unmasked Estep 
Score: -12289283.000000 Penalty: 5741.278320
	Iteration 26Q: 3 clusters Score -1.228928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -12289291.000000 Penalty: 5741.278320
	Iteration 27Q: 3 clusters Score -1.228929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -12289293.000000 Penalty: 5741.278320
	Iteration 28Q: 3 clusters Score -1.228929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -12289295.000000 Penalty: 5741.278320
	Iteration 29Q: 3 clusters Score -1.22893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -12289311.000000 Penalty: 5741.278320
	Iteration 30Q: 3 clusters Score -1.228931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -12289308.000000 Penalty: 5741.278320
	Iteration 31Q: 3 clusters Score -1.228931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -12289311.000000 Penalty: 5741.278320
	Iteration 32Q: 3 clusters Score -1.228931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -12289311.000000 Penalty: 5741.278320
	Iteration 33F: 3 clusters Score -1.228931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Entering Unmasked Estep 
Score: -3561512.000000 Penalty: 2562.138428
	Iteration 0F: 2 clusters Score -3561512 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 15366 members 
Entering Unmasked Estep 
Score: -3540538.250000 Penalty: 5124.276855
	Iteration 0F: 3 clusters Score -3540538 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3548031.500000 Penalty: 5124.276855
	Iteration 1F: 3 clusters Score -3548032 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3548490.000000 Penalty: 5124.276855
	Iteration 2Q: 3 clusters Score -3548490 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3549106.500000 Penalty: 5124.276855
	Iteration 3Q: 3 clusters Score -3549106 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3549999.750000 Penalty: 5124.276855
	Iteration 4Q: 3 clusters Score -3550000 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3551227.000000 Penalty: 5124.276855
	Iteration 5F: 3 clusters Score -3551227 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3552627.250000 Penalty: 5124.276855
	Iteration 6F: 3 clusters Score -3552627 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3554025.000000 Penalty: 5124.276855
	Iteration 7F: 3 clusters Score -3554025 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3555324.250000 Penalty: 5124.276855
	Iteration 8F: 3 clusters Score -3555324 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3556433.500000 Penalty: 5124.276855
	Iteration 9F: 3 clusters Score -3556434 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3557461.500000 Penalty: 5124.276855
	Iteration 10Q: 3 clusters Score -3557462 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3558366.250000 Penalty: 5124.276855
	Iteration 11Q: 3 clusters Score -3558366 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3558990.000000 Penalty: 5124.276855
	Iteration 12Q: 3 clusters Score -3558990 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3559274.500000 Penalty: 5124.276855
	Iteration 13Q: 3 clusters Score -3559274 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3559390.750000 Penalty: 5124.276855
	Iteration 14Q: 3 clusters Score -3559391 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3559456.250000 Penalty: 5124.276855
	Iteration 15Q: 3 clusters Score -3559456 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3559505.250000 Penalty: 5124.276855
	Iteration 16Q: 3 clusters Score -3559505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3559546.250000 Penalty: 5124.276855
	Iteration 17Q: 3 clusters Score -3559546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3559560.250000 Penalty: 5124.276855
	Iteration 18Q: 3 clusters Score -3559560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3559580.000000 Penalty: 5124.276855
	Iteration 19Q: 3 clusters Score -3559580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3559604.750000 Penalty: 5124.276855
	Iteration 20F: 3 clusters Score -3559605 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3559637.750000 Penalty: 5124.276855
	Iteration 21Q: 3 clusters Score -3559638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3559650.250000 Penalty: 5124.276855
	Iteration 22Q: 3 clusters Score -3559650 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3559685.750000 Penalty: 5124.276855
	Iteration 23Q: 3 clusters Score -3559686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3559711.250000 Penalty: 5124.276855
	Iteration 24Q: 3 clusters Score -3559711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3559741.500000 Penalty: 5124.276855
	Iteration 25Q: 3 clusters Score -3559742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3559776.250000 Penalty: 5124.276855
	Iteration 26Q: 3 clusters Score -3559776 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3559803.250000 Penalty: 5124.276855
	Iteration 27Q: 3 clusters Score -3559803 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3559822.750000 Penalty: 5124.276855
	Iteration 28Q: 3 clusters Score -3559823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3559846.500000 Penalty: 5124.276855
	Iteration 29Q: 3 clusters Score -3559846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3559874.500000 Penalty: 5124.276855
	Iteration 30Q: 3 clusters Score -3559874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3559887.500000 Penalty: 5124.276855
	Iteration 31Q: 3 clusters Score -3559888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3559909.000000 Penalty: 5124.276855
	Iteration 32Q: 3 clusters Score -3559909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3559925.250000 Penalty: 5124.276855
	Iteration 33Q: 3 clusters Score -3559925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3559937.250000 Penalty: 5124.276855
	Iteration 34Q: 3 clusters Score -3559937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3559952.750000 Penalty: 5124.276855
	Iteration 35Q: 3 clusters Score -3559953 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3559969.750000 Penalty: 5124.276855
	Iteration 36Q: 3 clusters Score -3559970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3559987.000000 Penalty: 5124.276855
	Iteration 37Q: 3 clusters Score -3559987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3560004.500000 Penalty: 5124.276855
	Iteration 38Q: 3 clusters Score -3560004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3560019.750000 Penalty: 5124.276855
	Iteration 39Q: 3 clusters Score -3560020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3560029.750000 Penalty: 5124.276855
	Iteration 40F: 3 clusters Score -3560030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3560037.000000 Penalty: 5124.276855
	Iteration 41Q: 3 clusters Score -3560037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3560043.500000 Penalty: 5124.276855
	Iteration 42Q: 3 clusters Score -3560044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3560059.500000 Penalty: 5124.276855
	Iteration 43Q: 3 clusters Score -3560060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3560059.500000 Penalty: 5124.276855
	Iteration 44Q: 3 clusters Score -3560060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3560082.500000 Penalty: 5124.276855
	Iteration 45Q: 3 clusters Score -3560082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3560094.500000 Penalty: 5124.276855
	Iteration 46Q: 3 clusters Score -3560094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3560102.750000 Penalty: 5124.276855
	Iteration 47Q: 3 clusters Score -3560103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3560112.000000 Penalty: 5124.276855
	Iteration 48Q: 3 clusters Score -3560112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3560117.500000 Penalty: 5124.276855
	Iteration 49Q: 3 clusters Score -3560118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3560130.250000 Penalty: 5124.276855
	Iteration 50Q: 3 clusters Score -3560130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3560129.250000 Penalty: 5124.276855
	Iteration 51Q: 3 clusters Score -3560129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3560149.000000 Penalty: 5124.276855
	Iteration 52Q: 3 clusters Score -3560149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3560152.000000 Penalty: 5124.276855
	Iteration 53Q: 3 clusters Score -3560152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3560144.250000 Penalty: 5124.276855
	Iteration 54Q: 3 clusters Score -3560144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3560160.750000 Penalty: 5124.276855
	Iteration 55Q: 3 clusters Score -3560161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3560171.500000 Penalty: 5124.276855
	Iteration 56Q: 3 clusters Score -3560172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3560174.750000 Penalty: 5124.276855
	Iteration 57Q: 3 clusters Score -3560175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3560169.500000 Penalty: 5124.276855
	Iteration 58Q: 3 clusters Score -3560170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3560178.750000 Penalty: 5124.276855
	Iteration 59Q: 3 clusters Score -3560179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3560183.250000 Penalty: 5124.276855
	Iteration 60F: 3 clusters Score -3560183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3560188.000000 Penalty: 5124.276855
	Iteration 61Q: 3 clusters Score -3560188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3560189.500000 Penalty: 5124.276855
	Iteration 62Q: 3 clusters Score -3560190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3560197.750000 Penalty: 5124.276855
	Iteration 63Q: 3 clusters Score -3560198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3560204.250000 Penalty: 5124.276855
	Iteration 64Q: 3 clusters Score -3560204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3560197.250000 Penalty: 5124.276855
	Iteration 65Q: 3 clusters Score -3560197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3560195.250000 Penalty: 5124.276855
	Iteration 66Q: 3 clusters Score -3560195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3560203.750000 Penalty: 5124.276855
	Iteration 67Q: 3 clusters Score -3560204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3560207.500000 Penalty: 5124.276855
	Iteration 68Q: 3 clusters Score -3560208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3560209.500000 Penalty: 5124.276855
	Iteration 69Q: 3 clusters Score -3560210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3560214.750000 Penalty: 5124.276855
	Iteration 70Q: 3 clusters Score -3560215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3560214.000000 Penalty: 5124.276855
	Iteration 71Q: 3 clusters Score -3560214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3560208.500000 Penalty: 5124.276855
	Iteration 72Q: 3 clusters Score -3560208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3560211.250000 Penalty: 5124.276855
	Iteration 73Q: 3 clusters Score -3560211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3560217.000000 Penalty: 5124.276855
	Iteration 74Q: 3 clusters Score -3560217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3560220.750000 Penalty: 5124.276855
	Iteration 75Q: 3 clusters Score -3560221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3560219.750000 Penalty: 5124.276855
	Iteration 76Q: 3 clusters Score -3560220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3560216.500000 Penalty: 5124.276855
	Iteration 77Q: 3 clusters Score -3560216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3560215.500000 Penalty: 5124.276855
	Iteration 78Q: 3 clusters Score -3560216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3560215.500000 Penalty: 5124.276855
	Iteration 79F: 3 clusters Score -3560216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Entering Unmasked Estep 
Score: -2410679.000000 Penalty: 2463.202637
	Iteration 0F: 2 clusters Score -2410679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2396226.500000 Penalty: 4926.405273
	Iteration 0F: 3 clusters Score -2396226 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2401054.250000 Penalty: 4926.405273
	Iteration 1F: 3 clusters Score -2401054 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2401399.000000 Penalty: 4926.405273
	Iteration 2F: 3 clusters Score -2401399 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2401655.500000 Penalty: 4926.405273
	Iteration 3Q: 3 clusters Score -2401656 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2401877.250000 Penalty: 4926.405273
	Iteration 4Q: 3 clusters Score -2401877 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2402117.500000 Penalty: 4926.405273
	Iteration 5Q: 3 clusters Score -2402118 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2402346.250000 Penalty: 4926.405273
	Iteration 6Q: 3 clusters Score -2402346 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2402620.500000 Penalty: 4926.405273
	Iteration 7Q: 3 clusters Score -2402620 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2402978.500000 Penalty: 4926.405273
	Iteration 8Q: 3 clusters Score -2402978 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2403477.250000 Penalty: 4926.405273
	Iteration 9Q: 3 clusters Score -2403477 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2404087.750000 Penalty: 4926.405273
	Iteration 10Q: 3 clusters Score -2404088 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2404860.250000 Penalty: 4926.405273
	Iteration 11F: 3 clusters Score -2404860 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2405737.750000 Penalty: 4926.405273
	Iteration 12F: 3 clusters Score -2405738 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2406533.000000 Penalty: 4926.405273
	Iteration 13Q: 3 clusters Score -2406533 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2407146.000000 Penalty: 4926.405273
	Iteration 14Q: 3 clusters Score -2407146 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2407615.000000 Penalty: 4926.405273
	Iteration 15Q: 3 clusters Score -2407615 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2407916.750000 Penalty: 4926.405273
	Iteration 16Q: 3 clusters Score -2407917 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2408102.500000 Penalty: 4926.405273
	Iteration 17Q: 3 clusters Score -2408102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2408204.000000 Penalty: 4926.405273
	Iteration 18Q: 3 clusters Score -2408204 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2408286.250000 Penalty: 4926.405273
	Iteration 19Q: 3 clusters Score -2408286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2408344.500000 Penalty: 4926.405273
	Iteration 20F: 3 clusters Score -2408344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2408383.500000 Penalty: 4926.405273
	Iteration 21Q: 3 clusters Score -2408384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2408414.500000 Penalty: 4926.405273
	Iteration 22Q: 3 clusters Score -2408414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2408445.250000 Penalty: 4926.405273
	Iteration 23Q: 3 clusters Score -2408445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2408472.250000 Penalty: 4926.405273
	Iteration 24Q: 3 clusters Score -2408472 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2408491.250000 Penalty: 4926.405273
	Iteration 25Q: 3 clusters Score -2408491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2408516.250000 Penalty: 4926.405273
	Iteration 26Q: 3 clusters Score -2408516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2408532.250000 Penalty: 4926.405273
	Iteration 27Q: 3 clusters Score -2408532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2408545.250000 Penalty: 4926.405273
	Iteration 28Q: 3 clusters Score -2408545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2408560.750000 Penalty: 4926.405273
	Iteration 29Q: 3 clusters Score -2408561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2408579.000000 Penalty: 4926.405273
	Iteration 30Q: 3 clusters Score -2408579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2408590.250000 Penalty: 4926.405273
	Iteration 31Q: 3 clusters Score -2408590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2408594.000000 Penalty: 4926.405273
	Iteration 32Q: 3 clusters Score -2408594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2408599.250000 Penalty: 4926.405273
	Iteration 33Q: 3 clusters Score -2408599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2408605.250000 Penalty: 4926.405273
	Iteration 34Q: 3 clusters Score -2408605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2408610.750000 Penalty: 4926.405273
	Iteration 35Q: 3 clusters Score -2408611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2408619.750000 Penalty: 4926.405273
	Iteration 36Q: 3 clusters Score -2408620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2408621.750000 Penalty: 4926.405273
	Iteration 37Q: 3 clusters Score -2408622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2408623.250000 Penalty: 4926.405273
	Iteration 38Q: 3 clusters Score -2408623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2408623.250000 Penalty: 4926.405273
	Iteration 39Q: 3 clusters Score -2408623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2408627.500000 Penalty: 4926.405273
	Iteration 40F: 3 clusters Score -2408628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2408633.500000 Penalty: 4926.405273
	Iteration 41Q: 3 clusters Score -2408634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2408634.500000 Penalty: 4926.405273
	Iteration 42Q: 3 clusters Score -2408634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2408642.250000 Penalty: 4926.405273
	Iteration 43Q: 3 clusters Score -2408642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2408643.750000 Penalty: 4926.405273
	Iteration 44Q: 3 clusters Score -2408644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2408642.500000 Penalty: 4926.405273
	Iteration 45Q: 3 clusters Score -2408642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2408646.750000 Penalty: 4926.405273
	Iteration 46Q: 3 clusters Score -2408647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2408656.750000 Penalty: 4926.405273
	Iteration 47Q: 3 clusters Score -2408657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2408662.750000 Penalty: 4926.405273
	Iteration 48Q: 3 clusters Score -2408663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2408666.250000 Penalty: 4926.405273
	Iteration 49Q: 3 clusters Score -2408666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2408667.000000 Penalty: 4926.405273
	Iteration 50Q: 3 clusters Score -2408667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2408670.500000 Penalty: 4926.405273
	Iteration 51Q: 3 clusters Score -2408670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2408674.250000 Penalty: 4926.405273
	Iteration 52Q: 3 clusters Score -2408674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2408672.250000 Penalty: 4926.405273
	Iteration 53Q: 3 clusters Score -2408672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2408674.000000 Penalty: 4926.405273
	Iteration 54Q: 3 clusters Score -2408674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2408673.250000 Penalty: 4926.405273
	Iteration 55Q: 3 clusters Score -2408673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2408675.250000 Penalty: 4926.405273
	Iteration 56Q: 3 clusters Score -2408675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2408678.000000 Penalty: 4926.405273
	Iteration 57Q: 3 clusters Score -2408678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2408675.500000 Penalty: 4926.405273
	Iteration 58Q: 3 clusters Score -2408676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2408676.250000 Penalty: 4926.405273
	Iteration 59Q: 3 clusters Score -2408676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2408676.250000 Penalty: 4926.405273
	Iteration 60F: 3 clusters Score -2408676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Entering Unmasked Estep 
Score: -2235997.750000 Penalty: 2467.395996
	Iteration 0F: 2 clusters Score -2235998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2221402.500000 Penalty: 4934.791992
	Iteration 0F: 3 clusters Score -2221402 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2226489.250000 Penalty: 4934.791992
	Iteration 1F: 3 clusters Score -2226489 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2227012.750000 Penalty: 4934.791992
	Iteration 2F: 3 clusters Score -2227013 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2227542.250000 Penalty: 4934.791992
	Iteration 3F: 3 clusters Score -2227542 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2228139.000000 Penalty: 4934.791992
	Iteration 4F: 3 clusters Score -2228139 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2228825.000000 Penalty: 4934.791992
	Iteration 5F: 3 clusters Score -2228825 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2229575.500000 Penalty: 4934.791992
	Iteration 6F: 3 clusters Score -2229576 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2230330.000000 Penalty: 4934.791992
	Iteration 7F: 3 clusters Score -2230330 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2231131.500000 Penalty: 4934.791992
	Iteration 8F: 3 clusters Score -2231132 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2231981.500000 Penalty: 4934.791992
	Iteration 9F: 3 clusters Score -2231982 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2232664.250000 Penalty: 4934.791992
	Iteration 10Q: 3 clusters Score -2232664 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2233157.750000 Penalty: 4934.791992
	Iteration 11Q: 3 clusters Score -2233158 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2233504.500000 Penalty: 4934.791992
	Iteration 12Q: 3 clusters Score -2233504 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2233726.250000 Penalty: 4934.791992
	Iteration 13Q: 3 clusters Score -2233726 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2233864.000000 Penalty: 4934.791992
	Iteration 14Q: 3 clusters Score -2233864 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2233993.000000 Penalty: 4934.791992
	Iteration 15Q: 3 clusters Score -2233993 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2234097.500000 Penalty: 4934.791992
	Iteration 16Q: 3 clusters Score -2234098 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2234192.500000 Penalty: 4934.791992
	Iteration 17Q: 3 clusters Score -2234192 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2234261.500000 Penalty: 4934.791992
	Iteration 18Q: 3 clusters Score -2234262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2234316.250000 Penalty: 4934.791992
	Iteration 19Q: 3 clusters Score -2234316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2234352.750000 Penalty: 4934.791992
	Iteration 20F: 3 clusters Score -2234353 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2234409.750000 Penalty: 4934.791992
	Iteration 21Q: 3 clusters Score -2234410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2234478.250000 Penalty: 4934.791992
	Iteration 22Q: 3 clusters Score -2234478 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2234536.250000 Penalty: 4934.791992
	Iteration 23Q: 3 clusters Score -2234536 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2234590.000000 Penalty: 4934.791992
	Iteration 24Q: 3 clusters Score -2234590 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2234644.250000 Penalty: 4934.791992
	Iteration 25Q: 3 clusters Score -2234644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2234688.250000 Penalty: 4934.791992
	Iteration 26Q: 3 clusters Score -2234688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2234736.750000 Penalty: 4934.791992
	Iteration 27Q: 3 clusters Score -2234737 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2234804.000000 Penalty: 4934.791992
	Iteration 28Q: 3 clusters Score -2234804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2234852.750000 Penalty: 4934.791992
	Iteration 29Q: 3 clusters Score -2234853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2234888.500000 Penalty: 4934.791992
	Iteration 30Q: 3 clusters Score -2234888 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2234933.750000 Penalty: 4934.791992
	Iteration 31Q: 3 clusters Score -2234934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2234985.500000 Penalty: 4934.791992
	Iteration 32Q: 3 clusters Score -2234986 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2235030.000000 Penalty: 4934.791992
	Iteration 33Q: 3 clusters Score -2235030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2235098.000000 Penalty: 4934.791992
	Iteration 34Q: 3 clusters Score -2235098 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2235131.250000 Penalty: 4934.791992
	Iteration 35Q: 3 clusters Score -2235131 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2235195.000000 Penalty: 4934.791992
	Iteration 36Q: 3 clusters Score -2235195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2235225.750000 Penalty: 4934.791992
	Iteration 37Q: 3 clusters Score -2235226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2235253.750000 Penalty: 4934.791992
	Iteration 38Q: 3 clusters Score -2235254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2235280.500000 Penalty: 4934.791992
	Iteration 39Q: 3 clusters Score -2235280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2235332.250000 Penalty: 4934.791992
	Iteration 40F: 3 clusters Score -2235332 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2235388.500000 Penalty: 4934.791992
	Iteration 41Q: 3 clusters Score -2235388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2235419.000000 Penalty: 4934.791992
	Iteration 42Q: 3 clusters Score -2235419 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2235451.750000 Penalty: 4934.791992
	Iteration 43Q: 3 clusters Score -2235452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2235485.250000 Penalty: 4934.791992
	Iteration 44Q: 3 clusters Score -2235485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2235513.750000 Penalty: 4934.791992
	Iteration 45Q: 3 clusters Score -2235514 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2235534.000000 Penalty: 4934.791992
	Iteration 46Q: 3 clusters Score -2235534 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2235566.500000 Penalty: 4934.791992
	Iteration 47Q: 3 clusters Score -2235566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2235589.000000 Penalty: 4934.791992
	Iteration 48Q: 3 clusters Score -2235589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2235603.750000 Penalty: 4934.791992
	Iteration 49Q: 3 clusters Score -2235604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2235625.500000 Penalty: 4934.791992
	Iteration 50Q: 3 clusters Score -2235626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2235643.500000 Penalty: 4934.791992
	Iteration 51Q: 3 clusters Score -2235644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2235669.000000 Penalty: 4934.791992
	Iteration 52Q: 3 clusters Score -2235669 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2235687.500000 Penalty: 4934.791992
	Iteration 53Q: 3 clusters Score -2235688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2235701.500000 Penalty: 4934.791992
	Iteration 54Q: 3 clusters Score -2235702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2235715.500000 Penalty: 4934.791992
	Iteration 55Q: 3 clusters Score -2235716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2235732.250000 Penalty: 4934.791992
	Iteration 56Q: 3 clusters Score -2235732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2235751.250000 Penalty: 4934.791992
	Iteration 57Q: 3 clusters Score -2235751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2235764.250000 Penalty: 4934.791992
	Iteration 58Q: 3 clusters Score -2235764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2235784.500000 Penalty: 4934.791992
	Iteration 59Q: 3 clusters Score -2235784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2235800.250000 Penalty: 4934.791992
	Iteration 60F: 3 clusters Score -2235800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2235808.000000 Penalty: 4934.791992
	Iteration 61Q: 3 clusters Score -2235808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2235816.250000 Penalty: 4934.791992
	Iteration 62Q: 3 clusters Score -2235816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2235821.500000 Penalty: 4934.791992
	Iteration 63Q: 3 clusters Score -2235822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2235828.000000 Penalty: 4934.791992
	Iteration 64Q: 3 clusters Score -2235828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2235832.250000 Penalty: 4934.791992
	Iteration 65Q: 3 clusters Score -2235832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2235841.250000 Penalty: 4934.791992
	Iteration 66Q: 3 clusters Score -2235841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2235851.250000 Penalty: 4934.791992
	Iteration 67Q: 3 clusters Score -2235851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2235857.000000 Penalty: 4934.791992
	Iteration 68Q: 3 clusters Score -2235857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2235857.250000 Penalty: 4934.791992
	Iteration 69Q: 3 clusters Score -2235857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2235858.250000 Penalty: 4934.791992
	Iteration 70Q: 3 clusters Score -2235858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2235860.000000 Penalty: 4934.791992
	Iteration 71Q: 3 clusters Score -2235860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2235863.000000 Penalty: 4934.791992
	Iteration 72Q: 3 clusters Score -2235863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2235864.250000 Penalty: 4934.791992
	Iteration 73Q: 3 clusters Score -2235864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2235866.500000 Penalty: 4934.791992
	Iteration 74Q: 3 clusters Score -2235866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2235871.250000 Penalty: 4934.791992
	Iteration 75Q: 3 clusters Score -2235871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2235874.750000 Penalty: 4934.791992
	Iteration 76Q: 3 clusters Score -2235875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2235879.250000 Penalty: 4934.791992
	Iteration 77Q: 3 clusters Score -2235879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2235885.750000 Penalty: 4934.791992
	Iteration 78Q: 3 clusters Score -2235886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2235886.000000 Penalty: 4934.791992
	Iteration 79Q: 3 clusters Score -2235886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2235883.000000 Penalty: 4934.791992
	Iteration 80F: 3 clusters Score -2235883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2235886.250000 Penalty: 4934.791992
	Iteration 81Q: 3 clusters Score -2235886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2235886.250000 Penalty: 4934.791992
	Iteration 82Q: 3 clusters Score -2235886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2235888.000000 Penalty: 4934.791992
	Iteration 83Q: 3 clusters Score -2235888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2235886.750000 Penalty: 4934.791992
	Iteration 84Q: 3 clusters Score -2235887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2235885.250000 Penalty: 4934.791992
	Iteration 85Q: 3 clusters Score -2235885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2235886.750000 Penalty: 4934.791992
	Iteration 86Q: 3 clusters Score -2235887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2235887.250000 Penalty: 4934.791992
	Iteration 87Q: 3 clusters Score -2235887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2235887.250000 Penalty: 4934.791992
	Iteration 88F: 3 clusters Score -2235887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Entering Unmasked Estep 
Score: -7501514.000000 Penalty: 2745.728516
	Iteration 0F: 2 clusters Score -7501514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -7458316.000000 Penalty: 5491.457031
	Iteration 0F: 3 clusters Score -7458316 nChanged 30012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -7474963.000000 Penalty: 5491.457031
	Iteration 1F: 3 clusters Score -7474963 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7475568.500000 Penalty: 5491.457031
	Iteration 2Q: 3 clusters Score -7475568 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7476206.500000 Penalty: 5491.457031
	Iteration 3Q: 3 clusters Score -7476206 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7476790.000000 Penalty: 5491.457031
	Iteration 4Q: 3 clusters Score -7476790 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7477799.000000 Penalty: 5491.457031
	Iteration 5Q: 3 clusters Score -7477799 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -7479020.500000 Penalty: 5491.457031
	Iteration 6Q: 3 clusters Score -7479020 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -7480838.500000 Penalty: 5491.457031
	Iteration 7Q: 3 clusters Score -7480838 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -7483582.500000 Penalty: 5491.457031
	Iteration 8F: 3 clusters Score -7483582 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -7487166.000000 Penalty: 5491.457031
	Iteration 9F: 3 clusters Score -7487166 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -7491145.500000 Penalty: 5491.457031
	Iteration 10F: 3 clusters Score -7491146 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7494632.000000 Penalty: 5491.457031
	Iteration 11F: 3 clusters Score -7494632 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7496884.000000 Penalty: 5491.457031
	Iteration 12Q: 3 clusters Score -7496884 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7498034.500000 Penalty: 5491.457031
	Iteration 13Q: 3 clusters Score -7498034 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7498522.500000 Penalty: 5491.457031
	Iteration 14Q: 3 clusters Score -7498522 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7498774.000000 Penalty: 5491.457031
	Iteration 15Q: 3 clusters Score -7498774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7498887.500000 Penalty: 5491.457031
	Iteration 16Q: 3 clusters Score -7498888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7498956.500000 Penalty: 5491.457031
	Iteration 17Q: 3 clusters Score -7498956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7498999.000000 Penalty: 5491.457031
	Iteration 18Q: 3 clusters Score -7498999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7499045.500000 Penalty: 5491.457031
	Iteration 19Q: 3 clusters Score -7499046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7499071.500000 Penalty: 5491.457031
	Iteration 20F: 3 clusters Score -7499072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7499104.500000 Penalty: 5491.457031
	Iteration 21Q: 3 clusters Score -7499104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7499100.000000 Penalty: 5491.457031
	Iteration 22Q: 3 clusters Score -7499100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7499110.000000 Penalty: 5491.457031
	Iteration 23Q: 3 clusters Score -7499110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7499116.500000 Penalty: 5491.457031
	Iteration 24Q: 3 clusters Score -7499116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7499119.000000 Penalty: 5491.457031
	Iteration 25Q: 3 clusters Score -7499119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7499119.000000 Penalty: 5491.457031
	Iteration 26Q: 3 clusters Score -7499119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7499124.500000 Penalty: 5491.457031
	Iteration 27Q: 3 clusters Score -7499124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7499125.500000 Penalty: 5491.457031
	Iteration 28Q: 3 clusters Score -7499126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7499131.000000 Penalty: 5491.457031
	Iteration 29Q: 3 clusters Score -7499131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7499129.500000 Penalty: 5491.457031
	Iteration 30Q: 3 clusters Score -7499130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7499129.000000 Penalty: 5491.457031
	Iteration 31Q: 3 clusters Score -7499129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7499136.500000 Penalty: 5491.457031
	Iteration 32Q: 3 clusters Score -7499136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7499141.500000 Penalty: 5491.457031
	Iteration 33Q: 3 clusters Score -7499142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7499142.000000 Penalty: 5491.457031
	Iteration 34Q: 3 clusters Score -7499142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7499146.000000 Penalty: 5491.457031
	Iteration 35Q: 3 clusters Score -7499146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7499145.000000 Penalty: 5491.457031
	Iteration 36Q: 3 clusters Score -7499145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7499146.500000 Penalty: 5491.457031
	Iteration 37Q: 3 clusters Score -7499146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7499152.500000 Penalty: 5491.457031
	Iteration 38Q: 3 clusters Score -7499152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7499152.500000 Penalty: 5491.457031
	Iteration 39F: 3 clusters Score -7499152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -443247.187500 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -443247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -439334.625000 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -439334.6 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -440248.812500 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -440248.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -440460.687500 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -440460.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -440667.875000 Penalty: 4122.209473
	Iteration 3F: 3 clusters Score -440667.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -440847.000000 Penalty: 4122.209473
	Iteration 4F: 3 clusters Score -440847 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -441014.281250 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -441014.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -441181.500000 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -441181.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -441349.062500 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -441349.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -441529.531250 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -441529.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -441712.812500 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -441712.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -441875.000000 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -441875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -442013.125000 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -442013.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -442106.656250 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -442106.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -442171.718750 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -442171.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -442212.750000 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -442212.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -442244.437500 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -442244.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -442265.031250 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -442265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -442278.218750 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -442278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -442286.531250 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -442286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -442289.125000 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -442289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -442292.500000 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -442292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -442294.062500 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -442294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -442298.937500 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -442298.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -442309.531250 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -442309.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -442317.281250 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -442317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -442321.843750 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -442321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -442327.625000 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -442327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -442338.562500 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -442338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -442345.531250 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -442345.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -442350.781250 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -442350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -442354.562500 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -442354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -442359.687500 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -442359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -442361.656250 Penalty: 4122.209473
	Iteration 32Q: 3 clusters Score -442361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -442362.000000 Penalty: 4122.209473
	Iteration 33Q: 3 clusters Score -442362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -442362.000000 Penalty: 4122.209473
	Iteration 34F: 3 clusters Score -442362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -925794.437500 Penalty: 2231.844482
	Iteration 0F: 2 clusters Score -925794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -919303.750000 Penalty: 4463.688965
	Iteration 0F: 3 clusters Score -919303.8 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -921096.062500 Penalty: 4463.688965
	Iteration 1F: 3 clusters Score -921096.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -921346.312500 Penalty: 4463.688965
	Iteration 2F: 3 clusters Score -921346.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -921508.562500 Penalty: 4463.688965
	Iteration 3Q: 3 clusters Score -921508.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -921631.000000 Penalty: 4463.688965
	Iteration 4Q: 3 clusters Score -921631 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -921736.500000 Penalty: 4463.688965
	Iteration 5Q: 3 clusters Score -921736.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -921854.500000 Penalty: 4463.688965
	Iteration 6Q: 3 clusters Score -921854.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -921965.250000 Penalty: 4463.688965
	Iteration 7Q: 3 clusters Score -921965.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -922077.312500 Penalty: 4463.688965
	Iteration 8Q: 3 clusters Score -922077.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -922187.000000 Penalty: 4463.688965
	Iteration 9Q: 3 clusters Score -922187 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -922316.312500 Penalty: 4463.688965
	Iteration 10Q: 3 clusters Score -922316.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -922480.375000 Penalty: 4463.688965
	Iteration 11Q: 3 clusters Score -922480.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -922681.375000 Penalty: 4463.688965
	Iteration 12Q: 3 clusters Score -922681.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -922877.937500 Penalty: 4463.688965
	Iteration 13Q: 3 clusters Score -922877.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -923085.750000 Penalty: 4463.688965
	Iteration 14Q: 3 clusters Score -923085.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -923323.312500 Penalty: 4463.688965
	Iteration 15Q: 3 clusters Score -923323.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -923524.937500 Penalty: 4463.688965
	Iteration 16Q: 3 clusters Score -923524.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -923655.562500 Penalty: 4463.688965
	Iteration 17Q: 3 clusters Score -923655.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -923744.812500 Penalty: 4463.688965
	Iteration 18Q: 3 clusters Score -923744.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -923824.750000 Penalty: 4463.688965
	Iteration 19Q: 3 clusters Score -923824.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -923883.125000 Penalty: 4463.688965
	Iteration 20F: 3 clusters Score -923883.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -923913.750000 Penalty: 4463.688965
	Iteration 21Q: 3 clusters Score -923913.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -923938.062500 Penalty: 4463.688965
	Iteration 22Q: 3 clusters Score -923938.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -923958.937500 Penalty: 4463.688965
	Iteration 23Q: 3 clusters Score -923958.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -923981.687500 Penalty: 4463.688965
	Iteration 24Q: 3 clusters Score -923981.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -923998.312500 Penalty: 4463.688965
	Iteration 25Q: 3 clusters Score -923998.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -924014.312500 Penalty: 4463.688965
	Iteration 26Q: 3 clusters Score -924014.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -924022.312500 Penalty: 4463.688965
	Iteration 27Q: 3 clusters Score -924022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -924031.875000 Penalty: 4463.688965
	Iteration 28Q: 3 clusters Score -924031.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -924043.687500 Penalty: 4463.688965
	Iteration 29Q: 3 clusters Score -924043.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -924052.187500 Penalty: 4463.688965
	Iteration 30Q: 3 clusters Score -924052.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -924055.687500 Penalty: 4463.688965
	Iteration 31Q: 3 clusters Score -924055.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -924062.687500 Penalty: 4463.688965
	Iteration 32Q: 3 clusters Score -924062.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -924070.437500 Penalty: 4463.688965
	Iteration 33Q: 3 clusters Score -924070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -924077.125000 Penalty: 4463.688965
	Iteration 34Q: 3 clusters Score -924077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -924080.687500 Penalty: 4463.688965
	Iteration 35Q: 3 clusters Score -924080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -924085.812500 Penalty: 4463.688965
	Iteration 36Q: 3 clusters Score -924085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -924093.187500 Penalty: 4463.688965
	Iteration 37Q: 3 clusters Score -924093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -924093.000000 Penalty: 4463.688965
	Iteration 38Q: 3 clusters Score -924093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -924094.562500 Penalty: 4463.688965
	Iteration 39Q: 3 clusters Score -924094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -924096.437500 Penalty: 4463.688965
	Iteration 40F: 3 clusters Score -924096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -924098.187500 Penalty: 4463.688965
	Iteration 41Q: 3 clusters Score -924098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -924099.687500 Penalty: 4463.688965
	Iteration 42Q: 3 clusters Score -924099.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -924101.812500 Penalty: 4463.688965
	Iteration 43Q: 3 clusters Score -924101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -924101.812500 Penalty: 4463.688965
	Iteration 44Q: 3 clusters Score -924101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -924105.250000 Penalty: 4463.688965
	Iteration 45Q: 3 clusters Score -924105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -924105.250000 Penalty: 4463.688965
	Iteration 46F: 3 clusters Score -924105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Entering Unmasked Estep 
Score: -3547317.000000 Penalty: 2570.985107
	Iteration 0F: 2 clusters Score -3547317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3525726.000000 Penalty: 5141.970215
	Iteration 0F: 3 clusters Score -3525726 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3533476.000000 Penalty: 5141.970215
	Iteration 1F: 3 clusters Score -3533476 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3534345.750000 Penalty: 5141.970215
	Iteration 2F: 3 clusters Score -3534346 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3535829.250000 Penalty: 5141.970215
	Iteration 3F: 3 clusters Score -3535829 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3538083.250000 Penalty: 5141.970215
	Iteration 4F: 3 clusters Score -3538083 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3541021.750000 Penalty: 5141.970215
	Iteration 5F: 3 clusters Score -3541022 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3543603.000000 Penalty: 5141.970215
	Iteration 6F: 3 clusters Score -3543603 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3545312.500000 Penalty: 5141.970215
	Iteration 7F: 3 clusters Score -3545312 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3546185.000000 Penalty: 5141.970215
	Iteration 8Q: 3 clusters Score -3546185 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3546682.500000 Penalty: 5141.970215
	Iteration 9Q: 3 clusters Score -3546682 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3546989.500000 Penalty: 5141.970215
	Iteration 10Q: 3 clusters Score -3546990 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3547239.500000 Penalty: 5141.970215
	Iteration 11Q: 3 clusters Score -3547240 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3547471.750000 Penalty: 5141.970215
	Iteration 12Q: 3 clusters Score -3547472 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3547745.250000 Penalty: 5141.970215
	Iteration 13Q: 3 clusters Score -3547745 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3547881.000000 Penalty: 5141.970215
	Iteration 14Q: 3 clusters Score -3547881 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3547950.500000 Penalty: 5141.970215
	Iteration 15Q: 3 clusters Score -3547950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3547997.250000 Penalty: 5141.970215
	Iteration 16Q: 3 clusters Score -3547997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3548013.750000 Penalty: 5141.970215
	Iteration 17Q: 3 clusters Score -3548014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3548045.000000 Penalty: 5141.970215
	Iteration 18Q: 3 clusters Score -3548045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3548050.750000 Penalty: 5141.970215
	Iteration 19Q: 3 clusters Score -3548051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3548066.500000 Penalty: 5141.970215
	Iteration 20F: 3 clusters Score -3548066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3548074.500000 Penalty: 5141.970215
	Iteration 21Q: 3 clusters Score -3548074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3548068.250000 Penalty: 5141.970215
	Iteration 22Q: 3 clusters Score -3548068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3548072.250000 Penalty: 5141.970215
	Iteration 23Q: 3 clusters Score -3548072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3548087.000000 Penalty: 5141.970215
	Iteration 24Q: 3 clusters Score -3548087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3548087.000000 Penalty: 5141.970215
	Iteration 25Q: 3 clusters Score -3548087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3548096.250000 Penalty: 5141.970215
	Iteration 26Q: 3 clusters Score -3548096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3548097.500000 Penalty: 5141.970215
	Iteration 27Q: 3 clusters Score -3548098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3548106.250000 Penalty: 5141.970215
	Iteration 28Q: 3 clusters Score -3548106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3548103.750000 Penalty: 5141.970215
	Iteration 29Q: 3 clusters Score -3548104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3548104.750000 Penalty: 5141.970215
	Iteration 30Q: 3 clusters Score -3548105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3548107.500000 Penalty: 5141.970215
	Iteration 31Q: 3 clusters Score -3548108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3548108.750000 Penalty: 5141.970215
	Iteration 32Q: 3 clusters Score -3548109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3548108.750000 Penalty: 5141.970215
	Iteration 33Q: 3 clusters Score -3548109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3548105.750000 Penalty: 5141.970215
	Iteration 34Q: 3 clusters Score -3548106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3548107.250000 Penalty: 5141.970215
	Iteration 35Q: 3 clusters Score -3548107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3548106.250000 Penalty: 5141.970215
	Iteration 36Q: 3 clusters Score -3548106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3548109.750000 Penalty: 5141.970215
	Iteration 37Q: 3 clusters Score -3548110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3548109.500000 Penalty: 5141.970215
	Iteration 38Q: 3 clusters Score -3548110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3548108.500000 Penalty: 5141.970215
	Iteration 39Q: 3 clusters Score -3548108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3548106.000000 Penalty: 5141.970215
	Iteration 40F: 3 clusters Score -3548106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3548108.250000 Penalty: 5141.970215
	Iteration 41Q: 3 clusters Score -3548108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3548110.000000 Penalty: 5141.970215
	Iteration 42Q: 3 clusters Score -3548110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3548110.000000 Penalty: 5141.970215
	Iteration 43F: 3 clusters Score -3548110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 50541 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 20 contains 197690 members 
Mstep: Class 22 contains 141709 members 
Entering Unmasked Estep 
Score: -114599328.000000 Penalty: 65178.628906
Splitting cluster 13 changes total score from -114593320.000000 to -114599328.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 14 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -520220.125000 Penalty: 2105.883301
	Iteration 0F: 2 clusters Score -520220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -515966.593750 Penalty: 4211.766602
	Iteration 0F: 3 clusters Score -515966.6 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -518051.562500 Penalty: 4211.766602
	Iteration 1F: 3 clusters Score -518051.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -519729.843750 Penalty: 4211.766602
	Iteration 2F: 3 clusters Score -519729.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -521848.656250 Penalty: 4211.766602
	Iteration 3F: 3 clusters Score -521848.7 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -525043.687500 Penalty: 4211.766602
	Iteration 4F: 3 clusters Score -525043.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -527249.187500 Penalty: 4211.766602
	Iteration 5F: 3 clusters Score -527249.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -528714.250000 Penalty: 4211.766602
	Iteration 6Q: 3 clusters Score -528714.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -529957.375000 Penalty: 4211.766602
	Iteration 7Q: 3 clusters Score -529957.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -530798.625000 Penalty: 4211.766602
	Iteration 8Q: 3 clusters Score -530798.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -530882.687500 Penalty: 4211.766602
	Iteration 9Q: 3 clusters Score -530882.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -530943.062500 Penalty: 4211.766602
	Iteration 10Q: 3 clusters Score -530943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -530985.312500 Penalty: 4211.766602
	Iteration 11Q: 3 clusters Score -530985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -531013.437500 Penalty: 4211.766602
	Iteration 12Q: 3 clusters Score -531013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -531041.812500 Penalty: 4211.766602
	Iteration 13Q: 3 clusters Score -531041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -531096.062500 Penalty: 4211.766602
	Iteration 14Q: 3 clusters Score -531096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -531117.437500 Penalty: 4211.766602
	Iteration 15Q: 3 clusters Score -531117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -531154.250000 Penalty: 4211.766602
	Iteration 16Q: 3 clusters Score -531154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -531171.000000 Penalty: 4211.766602
	Iteration 17Q: 3 clusters Score -531171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -531172.562500 Penalty: 4211.766602
	Iteration 18Q: 3 clusters Score -531172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -531250.625000 Penalty: 4211.766602
	Iteration 19F: 3 clusters Score -531250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -531423.687500 Penalty: 4211.766602
	Iteration 20F: 3 clusters Score -531423.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -531872.250000 Penalty: 4211.766602
	Iteration 21Q: 3 clusters Score -531872.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -532263.125000 Penalty: 4211.766602
	Iteration 22Q: 3 clusters Score -532263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -532276.562500 Penalty: 4211.766602
	Iteration 23Q: 3 clusters Score -532276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -532280.500000 Penalty: 4211.766602
	Iteration 24Q: 3 clusters Score -532280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -532281.875000 Penalty: 4211.766602
	Iteration 25Q: 3 clusters Score -532281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -532281.875000 Penalty: 4211.766602
	Iteration 26F: 3 clusters Score -532281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 50541 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 20 contains 197690 members 
Mstep: Class 22 contains 141709 members 
Entering Unmasked Estep 
Score: -114610368.000000 Penalty: 68609.085938
Splitting cluster 14 changes total score from -114593320.000000 to -114610368.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (50541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Entering Unmasked Estep 
Score: -5900679.500000 Penalty: 2685.973877
	Iteration 0F: 2 clusters Score -5900680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5866581.000000 Penalty: 5371.947754
	Iteration 0F: 3 clusters Score -5866581 nChanged 23328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5879788.000000 Penalty: 5371.947754
	Iteration 1F: 3 clusters Score -5879788 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5881014.000000 Penalty: 5371.947754
	Iteration 2Q: 3 clusters Score -5881014 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -5882864.500000 Penalty: 5371.947754
	Iteration 3F: 3 clusters Score -5882864 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5885314.000000 Penalty: 5371.947754
	Iteration 4F: 3 clusters Score -5885314 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -5887967.000000 Penalty: 5371.947754
	Iteration 5F: 3 clusters Score -5887967 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5890794.000000 Penalty: 5371.947754
	Iteration 6F: 3 clusters Score -5890794 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -5893697.000000 Penalty: 5371.947754
	Iteration 7F: 3 clusters Score -5893697 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -5896176.500000 Penalty: 5371.947754
	Iteration 8F: 3 clusters Score -5896176 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -5897499.000000 Penalty: 5371.947754
	Iteration 9Q: 3 clusters Score -5897499 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5898249.500000 Penalty: 5371.947754
	Iteration 10Q: 3 clusters Score -5898250 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -5898722.500000 Penalty: 5371.947754
	Iteration 11Q: 3 clusters Score -5898722 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5899101.500000 Penalty: 5371.947754
	Iteration 12Q: 3 clusters Score -5899102 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5899347.500000 Penalty: 5371.947754
	Iteration 13Q: 3 clusters Score -5899348 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5899596.000000 Penalty: 5371.947754
	Iteration 14Q: 3 clusters Score -5899596 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5899818.000000 Penalty: 5371.947754
	Iteration 15Q: 3 clusters Score -5899818 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -5899980.000000 Penalty: 5371.947754
	Iteration 16Q: 3 clusters Score -5899980 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5900100.000000 Penalty: 5371.947754
	Iteration 17Q: 3 clusters Score -5900100 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5900238.000000 Penalty: 5371.947754
	Iteration 18Q: 3 clusters Score -5900238 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -5900364.500000 Penalty: 5371.947754
	Iteration 19Q: 3 clusters Score -5900364 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -5900484.000000 Penalty: 5371.947754
	Iteration 20F: 3 clusters Score -5900484 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5900579.500000 Penalty: 5371.947754
	Iteration 21Q: 3 clusters Score -5900580 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -5900662.500000 Penalty: 5371.947754
	Iteration 22Q: 3 clusters Score -5900662 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5900718.000000 Penalty: 5371.947754
	Iteration 23Q: 3 clusters Score -5900718 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5900775.500000 Penalty: 5371.947754
	Iteration 24Q: 3 clusters Score -5900776 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -5900826.000000 Penalty: 5371.947754
	Iteration 25Q: 3 clusters Score -5900826 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -5900859.000000 Penalty: 5371.947754
	Iteration 26Q: 3 clusters Score -5900859 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -5900893.500000 Penalty: 5371.947754
	Iteration 27Q: 3 clusters Score -5900894 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5900928.000000 Penalty: 5371.947754
	Iteration 28Q: 3 clusters Score -5900928 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -5900960.500000 Penalty: 5371.947754
	Iteration 29Q: 3 clusters Score -5900960 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -5901009.500000 Penalty: 5371.947754
	Iteration 30Q: 3 clusters Score -5901010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -5901023.000000 Penalty: 5371.947754
	Iteration 31Q: 3 clusters Score -5901023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5901027.000000 Penalty: 5371.947754
	Iteration 32Q: 3 clusters Score -5901027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -5901032.000000 Penalty: 5371.947754
	Iteration 33Q: 3 clusters Score -5901032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5901047.000000 Penalty: 5371.947754
	Iteration 34Q: 3 clusters Score -5901047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5901053.000000 Penalty: 5371.947754
	Iteration 35Q: 3 clusters Score -5901053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -5901059.500000 Penalty: 5371.947754
	Iteration 36Q: 3 clusters Score -5901060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -5901072.000000 Penalty: 5371.947754
	Iteration 37Q: 3 clusters Score -5901072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -5901084.500000 Penalty: 5371.947754
	Iteration 38Q: 3 clusters Score -5901084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5901089.000000 Penalty: 5371.947754
	Iteration 39Q: 3 clusters Score -5901089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -5901086.500000 Penalty: 5371.947754
	Iteration 40F: 3 clusters Score -5901086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5901090.000000 Penalty: 5371.947754
	Iteration 41Q: 3 clusters Score -5901090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5901086.000000 Penalty: 5371.947754
	Iteration 42Q: 3 clusters Score -5901086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5901091.000000 Penalty: 5371.947754
	Iteration 43Q: 3 clusters Score -5901091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -5901092.500000 Penalty: 5371.947754
	Iteration 44Q: 3 clusters Score -5901092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -5901106.000000 Penalty: 5371.947754
	Iteration 45Q: 3 clusters Score -5901106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5901097.500000 Penalty: 5371.947754
	Iteration 46Q: 3 clusters Score -5901098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -5901089.500000 Penalty: 5371.947754
	Iteration 47Q: 3 clusters Score -5901090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -5901092.000000 Penalty: 5371.947754
	Iteration 48Q: 3 clusters Score -5901092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5901095.000000 Penalty: 5371.947754
	Iteration 49Q: 3 clusters Score -5901095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5901091.000000 Penalty: 5371.947754
	Iteration 50Q: 3 clusters Score -5901091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5901098.500000 Penalty: 5371.947754
	Iteration 51Q: 3 clusters Score -5901098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5901096.500000 Penalty: 5371.947754
	Iteration 52Q: 3 clusters Score -5901096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -5901102.000000 Penalty: 5371.947754
	Iteration 53Q: 3 clusters Score -5901102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -5901104.000000 Penalty: 5371.947754
	Iteration 54Q: 3 clusters Score -5901104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -5901102.000000 Penalty: 5371.947754
	Iteration 55Q: 3 clusters Score -5901102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -5901095.000000 Penalty: 5371.947754
	Iteration 56Q: 3 clusters Score -5901095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5901089.500000 Penalty: 5371.947754
	Iteration 57Q: 3 clusters Score -5901090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5901085.500000 Penalty: 5371.947754
	Iteration 58Q: 3 clusters Score -5901086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -5901093.000000 Penalty: 5371.947754
	Iteration 59Q: 3 clusters Score -5901093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -5901090.000000 Penalty: 5371.947754
	Iteration 60F: 3 clusters Score -5901090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5901093.500000 Penalty: 5371.947754
	Iteration 61Q: 3 clusters Score -5901094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5901091.000000 Penalty: 5371.947754
	Iteration 62Q: 3 clusters Score -5901091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5901094.000000 Penalty: 5371.947754
	Iteration 63Q: 3 clusters Score -5901094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -5901098.500000 Penalty: 5371.947754
	Iteration 64Q: 3 clusters Score -5901098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5901098.500000 Penalty: 5371.947754
	Iteration 65Q: 3 clusters Score -5901098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5901100.500000 Penalty: 5371.947754
	Iteration 66Q: 3 clusters Score -5901100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5901104.000000 Penalty: 5371.947754
	Iteration 67Q: 3 clusters Score -5901104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5901110.000000 Penalty: 5371.947754
	Iteration 68Q: 3 clusters Score -5901110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -5901106.000000 Penalty: 5371.947754
	Iteration 69Q: 3 clusters Score -5901106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -5901098.000000 Penalty: 5371.947754
	Iteration 70Q: 3 clusters Score -5901098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5901096.500000 Penalty: 5371.947754
	Iteration 71Q: 3 clusters Score -5901096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -5901102.000000 Penalty: 5371.947754
	Iteration 72Q: 3 clusters Score -5901102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -5901105.000000 Penalty: 5371.947754
	Iteration 73Q: 3 clusters Score -5901105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5901106.500000 Penalty: 5371.947754
	Iteration 74Q: 3 clusters Score -5901106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -5901101.000000 Penalty: 5371.947754
	Iteration 75Q: 3 clusters Score -5901101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5901104.500000 Penalty: 5371.947754
	Iteration 76Q: 3 clusters Score -5901104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5901110.000000 Penalty: 5371.947754
	Iteration 77Q: 3 clusters Score -5901110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5901111.500000 Penalty: 5371.947754
	Iteration 78Q: 3 clusters Score -5901112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5901118.500000 Penalty: 5371.947754
	Iteration 79Q: 3 clusters Score -5901118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -5901120.000000 Penalty: 5371.947754
	Iteration 80F: 3 clusters Score -5901120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5901118.000000 Penalty: 5371.947754
	Iteration 81Q: 3 clusters Score -5901118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5901113.000000 Penalty: 5371.947754
	Iteration 82Q: 3 clusters Score -5901113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -5901110.000000 Penalty: 5371.947754
	Iteration 83Q: 3 clusters Score -5901110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -5901120.000000 Penalty: 5371.947754
	Iteration 84Q: 3 clusters Score -5901120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -5901115.000000 Penalty: 5371.947754
	Iteration 85Q: 3 clusters Score -5901115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -5901117.000000 Penalty: 5371.947754
	Iteration 86Q: 3 clusters Score -5901117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -5901117.000000 Penalty: 5371.947754
	Iteration 87F: 3 clusters Score -5901117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 44967 members 
Mstep: Class 20 contains 197690 members 
Mstep: Class 22 contains 141709 members 
Entering Unmasked Estep 
Score: -114609712.000000 Penalty: 72039.539062
Splitting cluster 15 changes total score from -114593320.000000 to -114609712.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -125521.109375 Penalty: 1784.963989
	Iteration 0F: 2 clusters Score -125521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -123634.414062 Penalty: 3569.927979
	Iteration 0F: 3 clusters Score -123634.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124676.460938 Penalty: 3569.927979
	Iteration 1F: 3 clusters Score -124676.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125310.898438 Penalty: 3569.927979
	Iteration 2F: 3 clusters Score -125310.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -125917.625000 Penalty: 3569.927979
	Iteration 3F: 3 clusters Score -125917.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126203.156250 Penalty: 3569.927979
	Iteration 4F: 3 clusters Score -126203.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -126382.039062 Penalty: 3569.927979
	Iteration 5Q: 3 clusters Score -126382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -126511.960938 Penalty: 3569.927979
	Iteration 6Q: 3 clusters Score -126512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -126617.710938 Penalty: 3569.927979
	Iteration 7Q: 3 clusters Score -126617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -126672.179688 Penalty: 3569.927979
	Iteration 8Q: 3 clusters Score -126672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -126693.007812 Penalty: 3569.927979
	Iteration 9Q: 3 clusters Score -126693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -126695.523438 Penalty: 3569.927979
	Iteration 10Q: 3 clusters Score -126695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -126697.812500 Penalty: 3569.927979
	Iteration 11Q: 3 clusters Score -126697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -126719.414062 Penalty: 3569.927979
	Iteration 12F: 3 clusters Score -126719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -126877.375000 Penalty: 3569.927979
	Iteration 13Q: 3 clusters Score -126877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -126914.843750 Penalty: 3569.927979
	Iteration 14Q: 3 clusters Score -126914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -126920.265625 Penalty: 3569.927979
	Iteration 15Q: 3 clusters Score -126920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -126968.460938 Penalty: 3569.927979
	Iteration 16F: 3 clusters Score -126968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -127067.031250 Penalty: 3569.927979
	Iteration 17Q: 3 clusters Score -127067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -127105.382812 Penalty: 3569.927979
	Iteration 18Q: 3 clusters Score -127105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -127130.148438 Penalty: 3569.927979
	Iteration 19Q: 3 clusters Score -127130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -127159.671875 Penalty: 3569.927979
	Iteration 20F: 3 clusters Score -127159.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -127336.742188 Penalty: 3569.927979
	Iteration 21Q: 3 clusters Score -127336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127490.625000 Penalty: 3569.927979
	Iteration 22Q: 3 clusters Score -127490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127501.125000 Penalty: 3569.927979
	Iteration 23Q: 3 clusters Score -127501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127501.125000 Penalty: 3569.927979
	Iteration 24F: 3 clusters Score -127501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 44967 members 
Mstep: Class 20 contains 197690 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 141709 members 
Entering Unmasked Estep 
Score: -114610096.000000 Penalty: 75469.992188
Splitting cluster 16 changes total score from -114593320.000000 to -114610096.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (21163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Entering Unmasked Estep 
Score: -2485911.250000 Penalty: 2470.082275
	Iteration 0F: 2 clusters Score -2485911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2471119.000000 Penalty: 4940.164551
	Iteration 0F: 3 clusters Score -2471119 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2476093.250000 Penalty: 4940.164551
	Iteration 1F: 3 clusters Score -2476093 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2476469.750000 Penalty: 4940.164551
	Iteration 2F: 3 clusters Score -2476470 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2476804.000000 Penalty: 4940.164551
	Iteration 3Q: 3 clusters Score -2476804 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2477096.750000 Penalty: 4940.164551
	Iteration 4Q: 3 clusters Score -2477097 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2477403.750000 Penalty: 4940.164551
	Iteration 5Q: 3 clusters Score -2477404 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2477750.500000 Penalty: 4940.164551
	Iteration 6Q: 3 clusters Score -2477750 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2478171.000000 Penalty: 4940.164551
	Iteration 7Q: 3 clusters Score -2478171 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2478677.250000 Penalty: 4940.164551
	Iteration 8Q: 3 clusters Score -2478677 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2479269.750000 Penalty: 4940.164551
	Iteration 9Q: 3 clusters Score -2479270 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2479982.500000 Penalty: 4940.164551
	Iteration 10Q: 3 clusters Score -2479982 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2480754.500000 Penalty: 4940.164551
	Iteration 11Q: 3 clusters Score -2480754 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2481393.500000 Penalty: 4940.164551
	Iteration 12Q: 3 clusters Score -2481394 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2481766.250000 Penalty: 4940.164551
	Iteration 13Q: 3 clusters Score -2481766 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2481978.500000 Penalty: 4940.164551
	Iteration 14Q: 3 clusters Score -2481978 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2482138.000000 Penalty: 4940.164551
	Iteration 15Q: 3 clusters Score -2482138 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2482265.250000 Penalty: 4940.164551
	Iteration 16Q: 3 clusters Score -2482265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2482379.000000 Penalty: 4940.164551
	Iteration 17Q: 3 clusters Score -2482379 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2482485.250000 Penalty: 4940.164551
	Iteration 18Q: 3 clusters Score -2482485 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2482569.250000 Penalty: 4940.164551
	Iteration 19Q: 3 clusters Score -2482569 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2482642.750000 Penalty: 4940.164551
	Iteration 20F: 3 clusters Score -2482643 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2482727.500000 Penalty: 4940.164551
	Iteration 21Q: 3 clusters Score -2482728 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2482823.000000 Penalty: 4940.164551
	Iteration 22Q: 3 clusters Score -2482823 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2482902.750000 Penalty: 4940.164551
	Iteration 23Q: 3 clusters Score -2482903 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2482950.750000 Penalty: 4940.164551
	Iteration 24Q: 3 clusters Score -2482951 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2482993.500000 Penalty: 4940.164551
	Iteration 25Q: 3 clusters Score -2482994 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2483037.500000 Penalty: 4940.164551
	Iteration 26Q: 3 clusters Score -2483038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2483065.750000 Penalty: 4940.164551
	Iteration 27Q: 3 clusters Score -2483066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2483097.750000 Penalty: 4940.164551
	Iteration 28Q: 3 clusters Score -2483098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2483128.250000 Penalty: 4940.164551
	Iteration 29Q: 3 clusters Score -2483128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2483150.000000 Penalty: 4940.164551
	Iteration 30Q: 3 clusters Score -2483150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2483172.250000 Penalty: 4940.164551
	Iteration 31Q: 3 clusters Score -2483172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2483198.500000 Penalty: 4940.164551
	Iteration 32Q: 3 clusters Score -2483198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2483209.250000 Penalty: 4940.164551
	Iteration 33Q: 3 clusters Score -2483209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2483232.250000 Penalty: 4940.164551
	Iteration 34Q: 3 clusters Score -2483232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2483261.750000 Penalty: 4940.164551
	Iteration 35Q: 3 clusters Score -2483262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2483286.500000 Penalty: 4940.164551
	Iteration 36Q: 3 clusters Score -2483286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2483315.750000 Penalty: 4940.164551
	Iteration 37Q: 3 clusters Score -2483316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2483348.000000 Penalty: 4940.164551
	Iteration 38Q: 3 clusters Score -2483348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2483374.500000 Penalty: 4940.164551
	Iteration 39Q: 3 clusters Score -2483374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2483401.500000 Penalty: 4940.164551
	Iteration 40F: 3 clusters Score -2483402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2483416.500000 Penalty: 4940.164551
	Iteration 41Q: 3 clusters Score -2483416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2483428.500000 Penalty: 4940.164551
	Iteration 42Q: 3 clusters Score -2483428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2483449.250000 Penalty: 4940.164551
	Iteration 43Q: 3 clusters Score -2483449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2483459.000000 Penalty: 4940.164551
	Iteration 44Q: 3 clusters Score -2483459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2483475.250000 Penalty: 4940.164551
	Iteration 45Q: 3 clusters Score -2483475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2483489.750000 Penalty: 4940.164551
	Iteration 46Q: 3 clusters Score -2483490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2483514.250000 Penalty: 4940.164551
	Iteration 47Q: 3 clusters Score -2483514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2483528.250000 Penalty: 4940.164551
	Iteration 48Q: 3 clusters Score -2483528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2483537.250000 Penalty: 4940.164551
	Iteration 49Q: 3 clusters Score -2483537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2483551.750000 Penalty: 4940.164551
	Iteration 50Q: 3 clusters Score -2483552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2483561.500000 Penalty: 4940.164551
	Iteration 51Q: 3 clusters Score -2483562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2483575.500000 Penalty: 4940.164551
	Iteration 52Q: 3 clusters Score -2483576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2483576.750000 Penalty: 4940.164551
	Iteration 53Q: 3 clusters Score -2483577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2483583.500000 Penalty: 4940.164551
	Iteration 54Q: 3 clusters Score -2483584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2483593.000000 Penalty: 4940.164551
	Iteration 55Q: 3 clusters Score -2483593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2483602.000000 Penalty: 4940.164551
	Iteration 56Q: 3 clusters Score -2483602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2483606.750000 Penalty: 4940.164551
	Iteration 57Q: 3 clusters Score -2483607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2483617.500000 Penalty: 4940.164551
	Iteration 58Q: 3 clusters Score -2483618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2483618.000000 Penalty: 4940.164551
	Iteration 59Q: 3 clusters Score -2483618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2483619.000000 Penalty: 4940.164551
	Iteration 60F: 3 clusters Score -2483619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2483621.000000 Penalty: 4940.164551
	Iteration 61Q: 3 clusters Score -2483621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2483628.750000 Penalty: 4940.164551
	Iteration 62Q: 3 clusters Score -2483629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2483637.500000 Penalty: 4940.164551
	Iteration 63Q: 3 clusters Score -2483638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2483648.000000 Penalty: 4940.164551
	Iteration 64Q: 3 clusters Score -2483648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2483650.500000 Penalty: 4940.164551
	Iteration 65Q: 3 clusters Score -2483650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2483655.000000 Penalty: 4940.164551
	Iteration 66Q: 3 clusters Score -2483655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2483656.500000 Penalty: 4940.164551
	Iteration 67Q: 3 clusters Score -2483656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2483654.500000 Penalty: 4940.164551
	Iteration 68Q: 3 clusters Score -2483654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2483658.250000 Penalty: 4940.164551
	Iteration 69Q: 3 clusters Score -2483658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2483664.750000 Penalty: 4940.164551
	Iteration 70Q: 3 clusters Score -2483665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2483667.750000 Penalty: 4940.164551
	Iteration 71Q: 3 clusters Score -2483668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2483667.000000 Penalty: 4940.164551
	Iteration 72Q: 3 clusters Score -2483667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2483667.000000 Penalty: 4940.164551
	Iteration 73Q: 3 clusters Score -2483667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2483672.750000 Penalty: 4940.164551
	Iteration 74Q: 3 clusters Score -2483673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2483674.000000 Penalty: 4940.164551
	Iteration 75Q: 3 clusters Score -2483674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2483675.750000 Penalty: 4940.164551
	Iteration 76Q: 3 clusters Score -2483676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2483677.500000 Penalty: 4940.164551
	Iteration 77Q: 3 clusters Score -2483678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2483680.750000 Penalty: 4940.164551
	Iteration 78Q: 3 clusters Score -2483681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2483683.250000 Penalty: 4940.164551
	Iteration 79Q: 3 clusters Score -2483683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2483686.500000 Penalty: 4940.164551
	Iteration 80F: 3 clusters Score -2483686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2483697.500000 Penalty: 4940.164551
	Iteration 81Q: 3 clusters Score -2483698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2483703.750000 Penalty: 4940.164551
	Iteration 82Q: 3 clusters Score -2483704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2483705.750000 Penalty: 4940.164551
	Iteration 83Q: 3 clusters Score -2483706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2483707.250000 Penalty: 4940.164551
	Iteration 84Q: 3 clusters Score -2483707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2483715.250000 Penalty: 4940.164551
	Iteration 85Q: 3 clusters Score -2483715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2483716.250000 Penalty: 4940.164551
	Iteration 86Q: 3 clusters Score -2483716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2483720.000000 Penalty: 4940.164551
	Iteration 87Q: 3 clusters Score -2483720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2483721.750000 Penalty: 4940.164551
	Iteration 88Q: 3 clusters Score -2483722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2483726.250000 Penalty: 4940.164551
	Iteration 89Q: 3 clusters Score -2483726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2483725.250000 Penalty: 4940.164551
	Iteration 90Q: 3 clusters Score -2483725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2483730.750000 Penalty: 4940.164551
	Iteration 91Q: 3 clusters Score -2483731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2483731.750000 Penalty: 4940.164551
	Iteration 92Q: 3 clusters Score -2483732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2483729.500000 Penalty: 4940.164551
	Iteration 93Q: 3 clusters Score -2483730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2483729.750000 Penalty: 4940.164551
	Iteration 94Q: 3 clusters Score -2483730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2483727.250000 Penalty: 4940.164551
	Iteration 95Q: 3 clusters Score -2483727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2483727.250000 Penalty: 4940.164551
	Iteration 96Q: 3 clusters Score -2483727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2483729.750000 Penalty: 4940.164551
	Iteration 97Q: 3 clusters Score -2483730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2483730.000000 Penalty: 4940.164551
	Iteration 98Q: 3 clusters Score -2483730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2483730.000000 Penalty: 4940.164551
	Iteration 99F: 3 clusters Score -2483730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -321017.937500 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -321017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -317948.093750 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -317948.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318540.187500 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -318540.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318695.406250 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -318695.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -318792.562500 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -318792.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -318880.218750 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -318880.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -318935.343750 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -318935.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -318989.875000 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -318989.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -319029.375000 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -319029.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319055.750000 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -319055.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -319073.187500 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -319073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -319085.187500 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -319085.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319098.000000 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -319098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -319108.718750 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -319108.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319113.875000 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -319113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -319121.093750 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -319121.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -319126.937500 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -319126.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -319134.781250 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -319134.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -319146.000000 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -319146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -319153.625000 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -319153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -319161.531250 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -319161.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -319167.437500 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -319167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -319175.562500 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -319175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -319184.781250 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -319184.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -319192.781250 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -319192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -319199.937500 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -319199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -319206.187500 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -319206.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -319214.718750 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -319214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -319226.812500 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -319226.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -319243.343750 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -319243.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -319257.437500 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -319257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -319274.531250 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -319274.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -319290.718750 Penalty: 3917.427734
	Iteration 31Q: 3 clusters Score -319290.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -319309.468750 Penalty: 3917.427734
	Iteration 32Q: 3 clusters Score -319309.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -319327.906250 Penalty: 3917.427734
	Iteration 33Q: 3 clusters Score -319327.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -319346.968750 Penalty: 3917.427734
	Iteration 34Q: 3 clusters Score -319347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -319363.531250 Penalty: 3917.427734
	Iteration 35Q: 3 clusters Score -319363.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -319374.656250 Penalty: 3917.427734
	Iteration 36Q: 3 clusters Score -319374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -319381.062500 Penalty: 3917.427734
	Iteration 37Q: 3 clusters Score -319381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319385.718750 Penalty: 3917.427734
	Iteration 38Q: 3 clusters Score -319385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -319392.531250 Penalty: 3917.427734
	Iteration 39Q: 3 clusters Score -319392.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -319396.718750 Penalty: 3917.427734
	Iteration 40F: 3 clusters Score -319396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -319399.625000 Penalty: 3917.427734
	Iteration 41Q: 3 clusters Score -319399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -319400.875000 Penalty: 3917.427734
	Iteration 42Q: 3 clusters Score -319400.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -319403.250000 Penalty: 3917.427734
	Iteration 43Q: 3 clusters Score -319403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -319406.312500 Penalty: 3917.427734
	Iteration 44Q: 3 clusters Score -319406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -319406.656250 Penalty: 3917.427734
	Iteration 45Q: 3 clusters Score -319406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -319407.156250 Penalty: 3917.427734
	Iteration 46Q: 3 clusters Score -319407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -319407.625000 Penalty: 3917.427734
	Iteration 47Q: 3 clusters Score -319407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -319407.843750 Penalty: 3917.427734
	Iteration 48Q: 3 clusters Score -319407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -319408.406250 Penalty: 3917.427734
	Iteration 49Q: 3 clusters Score -319408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -319408.406250 Penalty: 3917.427734
	Iteration 50F: 3 clusters Score -319408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (197690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197690 members 
Entering Unmasked Estep 
Score: -22714022.000000 Penalty: 3024.224854
	Iteration 0F: 2 clusters Score -2.271402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -22590588.000000 Penalty: 6048.449707
	Iteration 0F: 3 clusters Score -2.259059e+07 nChanged 95097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -22646756.000000 Penalty: 6048.449707
	Iteration 1F: 3 clusters Score -2.264676e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -22648542.000000 Penalty: 6048.449707
	Iteration 2Q: 3 clusters Score -2.264854e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -22651292.000000 Penalty: 6048.449707
	Iteration 3Q: 3 clusters Score -2.265129e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -22655466.000000 Penalty: 6048.449707
	Iteration 4Q: 3 clusters Score -2.265547e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106865 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -22661268.000000 Penalty: 6048.449707
	Iteration 5Q: 3 clusters Score -2.266127e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -22668240.000000 Penalty: 6048.449707
	Iteration 6F: 3 clusters Score -2.266824e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -22675858.000000 Penalty: 6048.449707
	Iteration 7F: 3 clusters Score -2.267586e+07 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -22684276.000000 Penalty: 6048.449707
	Iteration 8F: 3 clusters Score -2.268428e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -22692792.000000 Penalty: 6048.449707
	Iteration 9F: 3 clusters Score -2.269279e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -22699398.000000 Penalty: 6048.449707
	Iteration 10F: 3 clusters Score -2.26994e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -22702532.000000 Penalty: 6048.449707
	Iteration 11Q: 3 clusters Score -2.270253e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 106441 members 
Entering Unmasked Estep 
Score: -22704228.000000 Penalty: 6048.449707
	Iteration 12Q: 3 clusters Score -2.270423e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
Score: -22705622.000000 Penalty: 6048.449707
	Iteration 13Q: 3 clusters Score -2.270562e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 112683 members 
Entering Unmasked Estep 
Score: -22706852.000000 Penalty: 6048.449707
	Iteration 14Q: 3 clusters Score -2.270685e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -22708030.000000 Penalty: 6048.449707
	Iteration 15Q: 3 clusters Score -2.270803e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -22709032.000000 Penalty: 6048.449707
	Iteration 16Q: 3 clusters Score -2.270903e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 121460 members 
Entering Unmasked Estep 
Score: -22709976.000000 Penalty: 6048.449707
	Iteration 17Q: 3 clusters Score -2.270998e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 124293 members 
Entering Unmasked Estep 
Score: -22710804.000000 Penalty: 6048.449707
	Iteration 18Q: 3 clusters Score -2.27108e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -22711762.000000 Penalty: 6048.449707
	Iteration 19Q: 3 clusters Score -2.271176e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -22712536.000000 Penalty: 6048.449707
	Iteration 20F: 3 clusters Score -2.271254e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -22713130.000000 Penalty: 6048.449707
	Iteration 21Q: 3 clusters Score -2.271313e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -22713814.000000 Penalty: 6048.449707
	Iteration 22Q: 3 clusters Score -2.271381e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -22714320.000000 Penalty: 6048.449707
	Iteration 23Q: 3 clusters Score -2.271432e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -22714866.000000 Penalty: 6048.449707
	Iteration 24Q: 3 clusters Score -2.271487e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 141554 members 
Entering Unmasked Estep 
Score: -22715442.000000 Penalty: 6048.449707
	Iteration 25Q: 3 clusters Score -2.271544e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 143660 members 
Entering Unmasked Estep 
Score: -22715972.000000 Penalty: 6048.449707
	Iteration 26Q: 3 clusters Score -2.271597e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 145679 members 
Entering Unmasked Estep 
Score: -22716362.000000 Penalty: 6048.449707
	Iteration 27Q: 3 clusters Score -2.271636e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 147635 members 
Entering Unmasked Estep 
Score: -22716762.000000 Penalty: 6048.449707
	Iteration 28Q: 3 clusters Score -2.271676e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -22717228.000000 Penalty: 6048.449707
	Iteration 29Q: 3 clusters Score -2.271723e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -22717692.000000 Penalty: 6048.449707
	Iteration 30Q: 3 clusters Score -2.271769e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -22718128.000000 Penalty: 6048.449707
	Iteration 31Q: 3 clusters Score -2.271813e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -22718316.000000 Penalty: 6048.449707
	Iteration 32Q: 3 clusters Score -2.271832e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -22718568.000000 Penalty: 6048.449707
	Iteration 33Q: 3 clusters Score -2.271857e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -22718700.000000 Penalty: 6048.449707
	Iteration 34Q: 3 clusters Score -2.27187e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -22718814.000000 Penalty: 6048.449707
	Iteration 35Q: 3 clusters Score -2.271881e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -22718936.000000 Penalty: 6048.449707
	Iteration 36Q: 3 clusters Score -2.271894e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 162118 members 
Entering Unmasked Estep 
Score: -22719156.000000 Penalty: 6048.449707
	Iteration 37Q: 3 clusters Score -2.271916e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -22719268.000000 Penalty: 6048.449707
	Iteration 38Q: 3 clusters Score -2.271927e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -22719330.000000 Penalty: 6048.449707
	Iteration 39Q: 3 clusters Score -2.271933e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -22719380.000000 Penalty: 6048.449707
	Iteration 40F: 3 clusters Score -2.271938e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -22719482.000000 Penalty: 6048.449707
	Iteration 41Q: 3 clusters Score -2.271948e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -22719578.000000 Penalty: 6048.449707
	Iteration 42Q: 3 clusters Score -2.271958e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -22719628.000000 Penalty: 6048.449707
	Iteration 43Q: 3 clusters Score -2.271963e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -22719580.000000 Penalty: 6048.449707
	Iteration 44Q: 3 clusters Score -2.271958e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 169694 members 
Entering Unmasked Estep 
Score: -22719558.000000 Penalty: 6048.449707
	Iteration 45Q: 3 clusters Score -2.271956e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 170435 members 
Entering Unmasked Estep 
Score: -22719644.000000 Penalty: 6048.449707
	Iteration 46Q: 3 clusters Score -2.271964e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 171097 members 
Entering Unmasked Estep 
Score: -22719576.000000 Penalty: 6048.449707
	Iteration 47Q: 3 clusters Score -2.271958e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -22719628.000000 Penalty: 6048.449707
	Iteration 48Q: 3 clusters Score -2.271963e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -22719670.000000 Penalty: 6048.449707
	Iteration 49Q: 3 clusters Score -2.271967e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -22719552.000000 Penalty: 6048.449707
	Iteration 50Q: 3 clusters Score -2.271955e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -22719456.000000 Penalty: 6048.449707
	Iteration 51Q: 3 clusters Score -2.271946e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 173681 members 
Entering Unmasked Estep 
Score: -22719406.000000 Penalty: 6048.449707
	Iteration 52Q: 3 clusters Score -2.271941e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -22719344.000000 Penalty: 6048.449707
	Iteration 53Q: 3 clusters Score -2.271934e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 174348 members 
Entering Unmasked Estep 
Score: -22719326.000000 Penalty: 6048.449707
	Iteration 54Q: 3 clusters Score -2.271933e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -22719310.000000 Penalty: 6048.449707
	Iteration 55Q: 3 clusters Score -2.271931e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -22719326.000000 Penalty: 6048.449707
	Iteration 56Q: 3 clusters Score -2.271933e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -22719290.000000 Penalty: 6048.449707
	Iteration 57Q: 3 clusters Score -2.271929e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -22719260.000000 Penalty: 6048.449707
	Iteration 58Q: 3 clusters Score -2.271926e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 175581 members 
Entering Unmasked Estep 
Score: -22719274.000000 Penalty: 6048.449707
	Iteration 59Q: 3 clusters Score -2.271927e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 175793 members 
Entering Unmasked Estep 
Score: -22719262.000000 Penalty: 6048.449707
	Iteration 60F: 3 clusters Score -2.271926e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 175974 members 
Entering Unmasked Estep 
Score: -22719258.000000 Penalty: 6048.449707
	Iteration 61Q: 3 clusters Score -2.271926e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -22719236.000000 Penalty: 6048.449707
	Iteration 62Q: 3 clusters Score -2.271924e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 176300 members 
Entering Unmasked Estep 
Score: -22719216.000000 Penalty: 6048.449707
	Iteration 63Q: 3 clusters Score -2.271922e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -22719240.000000 Penalty: 6048.449707
	Iteration 64Q: 3 clusters Score -2.271924e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 176611 members 
Entering Unmasked Estep 
Score: -22719210.000000 Penalty: 6048.449707
	Iteration 65Q: 3 clusters Score -2.271921e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 176753 members 
Entering Unmasked Estep 
Score: -22719220.000000 Penalty: 6048.449707
	Iteration 66Q: 3 clusters Score -2.271922e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 176872 members 
Entering Unmasked Estep 
Score: -22719180.000000 Penalty: 6048.449707
	Iteration 67Q: 3 clusters Score -2.271918e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 176966 members 
Entering Unmasked Estep 
Score: -22719190.000000 Penalty: 6048.449707
	Iteration 68Q: 3 clusters Score -2.271919e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 177045 members 
Entering Unmasked Estep 
Score: -22719192.000000 Penalty: 6048.449707
	Iteration 69Q: 3 clusters Score -2.271919e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 177114 members 
Entering Unmasked Estep 
Score: -22719186.000000 Penalty: 6048.449707
	Iteration 70Q: 3 clusters Score -2.271919e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 177185 members 
Entering Unmasked Estep 
Score: -22719220.000000 Penalty: 6048.449707
	Iteration 71Q: 3 clusters Score -2.271922e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -22719186.000000 Penalty: 6048.449707
	Iteration 72Q: 3 clusters Score -2.271919e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -22719174.000000 Penalty: 6048.449707
	Iteration 73Q: 3 clusters Score -2.271917e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -22719168.000000 Penalty: 6048.449707
	Iteration 74Q: 3 clusters Score -2.271917e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -22719168.000000 Penalty: 6048.449707
	Iteration 75Q: 3 clusters Score -2.271917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 177398 members 
Entering Unmasked Estep 
Score: -22719182.000000 Penalty: 6048.449707
	Iteration 76Q: 3 clusters Score -2.271918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 177431 members 
Entering Unmasked Estep 
Score: -22719160.000000 Penalty: 6048.449707
	Iteration 77Q: 3 clusters Score -2.271916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 177463 members 
Entering Unmasked Estep 
Score: -22719150.000000 Penalty: 6048.449707
	Iteration 78Q: 3 clusters Score -2.271915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -22719132.000000 Penalty: 6048.449707
	Iteration 79Q: 3 clusters Score -2.271913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 177507 members 
Entering Unmasked Estep 
Score: -22719130.000000 Penalty: 6048.449707
	Iteration 80F: 3 clusters Score -2.271913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 177528 members 
Entering Unmasked Estep 
Score: -22719136.000000 Penalty: 6048.449707
	Iteration 81Q: 3 clusters Score -2.271914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -22719152.000000 Penalty: 6048.449707
	Iteration 82Q: 3 clusters Score -2.271915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 177564 members 
Entering Unmasked Estep 
Score: -22719138.000000 Penalty: 6048.449707
	Iteration 83Q: 3 clusters Score -2.271914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 177583 members 
Entering Unmasked Estep 
Score: -22719152.000000 Penalty: 6048.449707
	Iteration 84Q: 3 clusters Score -2.271915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 177600 members 
Entering Unmasked Estep 
Score: -22719164.000000 Penalty: 6048.449707
	Iteration 85Q: 3 clusters Score -2.271916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -22719152.000000 Penalty: 6048.449707
	Iteration 86Q: 3 clusters Score -2.271915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 177618 members 
Entering Unmasked Estep 
Score: -22719146.000000 Penalty: 6048.449707
	Iteration 87Q: 3 clusters Score -2.271915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -22719168.000000 Penalty: 6048.449707
	Iteration 88Q: 3 clusters Score -2.271917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 177647 members 
Entering Unmasked Estep 
Score: -22719186.000000 Penalty: 6048.449707
	Iteration 89Q: 3 clusters Score -2.271919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 177662 members 
Entering Unmasked Estep 
Score: -22719160.000000 Penalty: 6048.449707
	Iteration 90Q: 3 clusters Score -2.271916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 177674 members 
Entering Unmasked Estep 
Score: -22719170.000000 Penalty: 6048.449707
	Iteration 91Q: 3 clusters Score -2.271917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -22719180.000000 Penalty: 6048.449707
	Iteration 92Q: 3 clusters Score -2.271918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -22719166.000000 Penalty: 6048.449707
	Iteration 93Q: 3 clusters Score -2.271917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 177716 members 
Entering Unmasked Estep 
Score: -22719154.000000 Penalty: 6048.449707
	Iteration 94Q: 3 clusters Score -2.271915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -22719158.000000 Penalty: 6048.449707
	Iteration 95Q: 3 clusters Score -2.271916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -22719176.000000 Penalty: 6048.449707
	Iteration 96Q: 3 clusters Score -2.271918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -22719180.000000 Penalty: 6048.449707
	Iteration 97Q: 3 clusters Score -2.271918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 177761 members 
Entering Unmasked Estep 
Score: -22719176.000000 Penalty: 6048.449707
	Iteration 98Q: 3 clusters Score -2.271918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -22719196.000000 Penalty: 6048.449707
	Iteration 99Q: 3 clusters Score -2.27192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -22719194.000000 Penalty: 6048.449707
	Iteration 100F: 3 clusters Score -2.271919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 177780 members 
Entering Unmasked Estep 
Score: -22719180.000000 Penalty: 6048.449707
	Iteration 101Q: 3 clusters Score -2.271918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -22719184.000000 Penalty: 6048.449707
	Iteration 102Q: 3 clusters Score -2.271918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 177782 members 
Entering Unmasked Estep 
Score: -22719166.000000 Penalty: 6048.449707
	Iteration 103Q: 3 clusters Score -2.271917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -22719164.000000 Penalty: 6048.449707
	Iteration 104Q: 3 clusters Score -2.271916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -22719152.000000 Penalty: 6048.449707
	Iteration 105Q: 3 clusters Score -2.271915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -22719152.000000 Penalty: 6048.449707
	Iteration 106Q: 3 clusters Score -2.271915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 177798 members 
Entering Unmasked Estep 
Score: -22719148.000000 Penalty: 6048.449707
	Iteration 107Q: 3 clusters Score -2.271915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -22719156.000000 Penalty: 6048.449707
	Iteration 108Q: 3 clusters Score -2.271916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -22719160.000000 Penalty: 6048.449707
	Iteration 109Q: 3 clusters Score -2.271916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 177813 members 
Entering Unmasked Estep 
Score: -22719144.000000 Penalty: 6048.449707
	Iteration 110Q: 3 clusters Score -2.271914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 177818 members 
Entering Unmasked Estep 
Score: -22719132.000000 Penalty: 6048.449707
	Iteration 111Q: 3 clusters Score -2.271913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -22719136.000000 Penalty: 6048.449707
	Iteration 112Q: 3 clusters Score -2.271914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -22719144.000000 Penalty: 6048.449707
	Iteration 113Q: 3 clusters Score -2.271914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 177834 members 
Entering Unmasked Estep 
Score: -22719134.000000 Penalty: 6048.449707
	Iteration 114Q: 3 clusters Score -2.271913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 177841 members 
Entering Unmasked Estep 
Score: -22719148.000000 Penalty: 6048.449707
	Iteration 115Q: 3 clusters Score -2.271915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 177846 members 
Entering Unmasked Estep 
Score: -22719160.000000 Penalty: 6048.449707
	Iteration 116Q: 3 clusters Score -2.271916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 177848 members 
Entering Unmasked Estep 
Score: -22719156.000000 Penalty: 6048.449707
	Iteration 117Q: 3 clusters Score -2.271916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 177851 members 
Entering Unmasked Estep 
Score: -22719158.000000 Penalty: 6048.449707
	Iteration 118Q: 3 clusters Score -2.271916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 177854 members 
Entering Unmasked Estep 
Score: -22719146.000000 Penalty: 6048.449707
	Iteration 119Q: 3 clusters Score -2.271915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 177857 members 
Entering Unmasked Estep 
Score: -22719140.000000 Penalty: 6048.449707
	Iteration 120F: 3 clusters Score -2.271914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -22719140.000000 Penalty: 6048.449707
	Iteration 121Q: 3 clusters Score -2.271914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -22719130.000000 Penalty: 6048.449707
	Iteration 122Q: 3 clusters Score -2.271913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -22719136.000000 Penalty: 6048.449707
	Iteration 123Q: 3 clusters Score -2.271914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 177867 members 
Entering Unmasked Estep 
Score: -22719144.000000 Penalty: 6048.449707
	Iteration 124Q: 3 clusters Score -2.271914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -22719148.000000 Penalty: 6048.449707
	Iteration 125Q: 3 clusters Score -2.271915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 177870 members 
Entering Unmasked Estep 
Score: -22719158.000000 Penalty: 6048.449707
	Iteration 126Q: 3 clusters Score -2.271916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -22719156.000000 Penalty: 6048.449707
	Iteration 127Q: 3 clusters Score -2.271916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -22719156.000000 Penalty: 6048.449707
	Iteration 128F: 3 clusters Score -2.271916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 44967 members 
Mstep: Class 20 contains 19819 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 141709 members 
Mstep: Class 23 contains 177871 members 
Entering Unmasked Estep 
Score: -114614840.000000 Penalty: 78900.445312
Splitting cluster 20 changes total score from -114593320.000000 to -114614840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (141709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Entering Unmasked Estep 
Score: -16385018.000000 Penalty: 2941.659668
	Iteration 0F: 2 clusters Score -1.638502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -16289867.000000 Penalty: 5883.319336
	Iteration 0F: 3 clusters Score -1.628987e+07 nChanged 67701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -16329418.000000 Penalty: 5883.319336
	Iteration 1F: 3 clusters Score -1.632942e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -16330175.000000 Penalty: 5883.319336
	Iteration 2Q: 3 clusters Score -1.633018e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -16330996.000000 Penalty: 5883.319336
	Iteration 3Q: 3 clusters Score -1.6331e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -16332140.000000 Penalty: 5883.319336
	Iteration 4Q: 3 clusters Score -1.633214e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -16333422.000000 Penalty: 5883.319336
	Iteration 5Q: 3 clusters Score -1.633342e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -16335156.000000 Penalty: 5883.319336
	Iteration 6Q: 3 clusters Score -1.633516e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -16337206.000000 Penalty: 5883.319336
	Iteration 7Q: 3 clusters Score -1.633721e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -16340252.000000 Penalty: 5883.319336
	Iteration 8Q: 3 clusters Score -1.634025e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -16344258.000000 Penalty: 5883.319336
	Iteration 9F: 3 clusters Score -1.634426e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -16349971.000000 Penalty: 5883.319336
	Iteration 10F: 3 clusters Score -1.634997e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -16356644.000000 Penalty: 5883.319336
	Iteration 11F: 3 clusters Score -1.635664e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -16361630.000000 Penalty: 5883.319336
	Iteration 12F: 3 clusters Score -1.636163e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -16363761.000000 Penalty: 5883.319336
	Iteration 13Q: 3 clusters Score -1.636376e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -16364733.000000 Penalty: 5883.319336
	Iteration 14Q: 3 clusters Score -1.636473e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -16365413.000000 Penalty: 5883.319336
	Iteration 15Q: 3 clusters Score -1.636541e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -16366103.000000 Penalty: 5883.319336
	Iteration 16Q: 3 clusters Score -1.63661e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -16366840.000000 Penalty: 5883.319336
	Iteration 17Q: 3 clusters Score -1.636684e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -16367502.000000 Penalty: 5883.319336
	Iteration 18Q: 3 clusters Score -1.63675e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -16368202.000000 Penalty: 5883.319336
	Iteration 19Q: 3 clusters Score -1.63682e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -16368920.000000 Penalty: 5883.319336
	Iteration 20F: 3 clusters Score -1.636892e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -16369682.000000 Penalty: 5883.319336
	Iteration 21Q: 3 clusters Score -1.636968e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -16370523.000000 Penalty: 5883.319336
	Iteration 22Q: 3 clusters Score -1.637052e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -16371373.000000 Penalty: 5883.319336
	Iteration 23Q: 3 clusters Score -1.637137e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -16372160.000000 Penalty: 5883.319336
	Iteration 24Q: 3 clusters Score -1.637216e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -16373126.000000 Penalty: 5883.319336
	Iteration 25Q: 3 clusters Score -1.637313e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -16374076.000000 Penalty: 5883.319336
	Iteration 26Q: 3 clusters Score -1.637408e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 123045 members 
Entering Unmasked Estep 
Score: -16374872.000000 Penalty: 5883.319336
	Iteration 27Q: 3 clusters Score -1.637487e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 125009 members 
Entering Unmasked Estep 
Score: -16375829.000000 Penalty: 5883.319336
	Iteration 28Q: 3 clusters Score -1.637583e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 126876 members 
Entering Unmasked Estep 
Score: -16376642.000000 Penalty: 5883.319336
	Iteration 29Q: 3 clusters Score -1.637664e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 128571 members 
Entering Unmasked Estep 
Score: -16377412.000000 Penalty: 5883.319336
	Iteration 30Q: 3 clusters Score -1.637741e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 130114 members 
Entering Unmasked Estep 
Score: -16378128.000000 Penalty: 5883.319336
	Iteration 31Q: 3 clusters Score -1.637813e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -16378819.000000 Penalty: 5883.319336
	Iteration 32Q: 3 clusters Score -1.637882e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 132882 members 
Entering Unmasked Estep 
Score: -16379430.000000 Penalty: 5883.319336
	Iteration 33Q: 3 clusters Score -1.637943e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 134058 members 
Entering Unmasked Estep 
Score: -16379988.000000 Penalty: 5883.319336
	Iteration 34Q: 3 clusters Score -1.637999e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -16380407.000000 Penalty: 5883.319336
	Iteration 35Q: 3 clusters Score -1.638041e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -16380832.000000 Penalty: 5883.319336
	Iteration 36Q: 3 clusters Score -1.638083e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 136571 members 
Entering Unmasked Estep 
Score: -16381141.000000 Penalty: 5883.319336
	Iteration 37Q: 3 clusters Score -1.638114e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -16381425.000000 Penalty: 5883.319336
	Iteration 38Q: 3 clusters Score -1.638142e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 137695 members 
Entering Unmasked Estep 
Score: -16381611.000000 Penalty: 5883.319336
	Iteration 39Q: 3 clusters Score -1.638161e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 138128 members 
Entering Unmasked Estep 
Score: -16381833.000000 Penalty: 5883.319336
	Iteration 40F: 3 clusters Score -1.638183e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 138500 members 
Entering Unmasked Estep 
Score: -16382021.000000 Penalty: 5883.319336
	Iteration 41Q: 3 clusters Score -1.638202e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 138817 members 
Entering Unmasked Estep 
Score: -16382114.000000 Penalty: 5883.319336
	Iteration 42Q: 3 clusters Score -1.638211e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -16382210.000000 Penalty: 5883.319336
	Iteration 43Q: 3 clusters Score -1.638221e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -16382269.000000 Penalty: 5883.319336
	Iteration 44Q: 3 clusters Score -1.638227e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -16382330.000000 Penalty: 5883.319336
	Iteration 45Q: 3 clusters Score -1.638233e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 139615 members 
Entering Unmasked Estep 
Score: -16382412.000000 Penalty: 5883.319336
	Iteration 46Q: 3 clusters Score -1.638241e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 139731 members 
Entering Unmasked Estep 
Score: -16382451.000000 Penalty: 5883.319336
	Iteration 47Q: 3 clusters Score -1.638245e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 139820 members 
Entering Unmasked Estep 
Score: -16382475.000000 Penalty: 5883.319336
	Iteration 48Q: 3 clusters Score -1.638248e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 139902 members 
Entering Unmasked Estep 
Score: -16382522.000000 Penalty: 5883.319336
	Iteration 49Q: 3 clusters Score -1.638252e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 139972 members 
Entering Unmasked Estep 
Score: -16382529.000000 Penalty: 5883.319336
	Iteration 50Q: 3 clusters Score -1.638253e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -16382521.000000 Penalty: 5883.319336
	Iteration 51Q: 3 clusters Score -1.638252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -16382531.000000 Penalty: 5883.319336
	Iteration 52Q: 3 clusters Score -1.638253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 140098 members 
Entering Unmasked Estep 
Score: -16382534.000000 Penalty: 5883.319336
	Iteration 53Q: 3 clusters Score -1.638253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 140138 members 
Entering Unmasked Estep 
Score: -16382569.000000 Penalty: 5883.319336
	Iteration 54Q: 3 clusters Score -1.638257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -16382561.000000 Penalty: 5883.319336
	Iteration 55Q: 3 clusters Score -1.638256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -16382557.000000 Penalty: 5883.319336
	Iteration 56Q: 3 clusters Score -1.638256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 140199 members 
Entering Unmasked Estep 
Score: -16382567.000000 Penalty: 5883.319336
	Iteration 57Q: 3 clusters Score -1.638257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 140215 members 
Entering Unmasked Estep 
Score: -16382576.000000 Penalty: 5883.319336
	Iteration 58Q: 3 clusters Score -1.638258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -16382577.000000 Penalty: 5883.319336
	Iteration 59Q: 3 clusters Score -1.638258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 140247 members 
Entering Unmasked Estep 
Score: -16382572.000000 Penalty: 5883.319336
	Iteration 60F: 3 clusters Score -1.638257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 140262 members 
Entering Unmasked Estep 
Score: -16382596.000000 Penalty: 5883.319336
	Iteration 61Q: 3 clusters Score -1.63826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 140276 members 
Entering Unmasked Estep 
Score: -16382603.000000 Penalty: 5883.319336
	Iteration 62Q: 3 clusters Score -1.63826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 140292 members 
Entering Unmasked Estep 
Score: -16382595.000000 Penalty: 5883.319336
	Iteration 63Q: 3 clusters Score -1.63826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -16382585.000000 Penalty: 5883.319336
	Iteration 64Q: 3 clusters Score -1.638258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -16382582.000000 Penalty: 5883.319336
	Iteration 65Q: 3 clusters Score -1.638258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 140341 members 
Entering Unmasked Estep 
Score: -16382612.000000 Penalty: 5883.319336
	Iteration 66Q: 3 clusters Score -1.638261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -16382604.000000 Penalty: 5883.319336
	Iteration 67Q: 3 clusters Score -1.63826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 140376 members 
Entering Unmasked Estep 
Score: -16382624.000000 Penalty: 5883.319336
	Iteration 68Q: 3 clusters Score -1.638262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 140387 members 
Entering Unmasked Estep 
Score: -16382625.000000 Penalty: 5883.319336
	Iteration 69Q: 3 clusters Score -1.638262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 140403 members 
Entering Unmasked Estep 
Score: -16382645.000000 Penalty: 5883.319336
	Iteration 70Q: 3 clusters Score -1.638264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -16382631.000000 Penalty: 5883.319336
	Iteration 71Q: 3 clusters Score -1.638263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -16382634.000000 Penalty: 5883.319336
	Iteration 72Q: 3 clusters Score -1.638263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 140445 members 
Entering Unmasked Estep 
Score: -16382640.000000 Penalty: 5883.319336
	Iteration 73Q: 3 clusters Score -1.638264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 140456 members 
Entering Unmasked Estep 
Score: -16382637.000000 Penalty: 5883.319336
	Iteration 74Q: 3 clusters Score -1.638264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 140465 members 
Entering Unmasked Estep 
Score: -16382644.000000 Penalty: 5883.319336
	Iteration 75Q: 3 clusters Score -1.638264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 140471 members 
Entering Unmasked Estep 
Score: -16382650.000000 Penalty: 5883.319336
	Iteration 76Q: 3 clusters Score -1.638265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -16382646.000000 Penalty: 5883.319336
	Iteration 77Q: 3 clusters Score -1.638265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 140478 members 
Entering Unmasked Estep 
Score: -16382645.000000 Penalty: 5883.319336
	Iteration 78Q: 3 clusters Score -1.638264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 140479 members 
Entering Unmasked Estep 
Score: -16382647.000000 Penalty: 5883.319336
	Iteration 79Q: 3 clusters Score -1.638265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 140480 members 
Entering Unmasked Estep 
Score: -16382647.000000 Penalty: 5883.319336
	Iteration 80F: 3 clusters Score -1.638265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 140481 members 
Entering Unmasked Estep 
Score: -16382653.000000 Penalty: 5883.319336
	Iteration 81Q: 3 clusters Score -1.638265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 140482 members 
Entering Unmasked Estep 
Score: -16382656.000000 Penalty: 5883.319336
	Iteration 82Q: 3 clusters Score -1.638266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -16382654.000000 Penalty: 5883.319336
	Iteration 83Q: 3 clusters Score -1.638265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -16382654.000000 Penalty: 5883.319336
	Iteration 84F: 3 clusters Score -1.638265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 2 contains 307717 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106421 members 
Mstep: Class 5 contains 30675 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 13 contains 29955 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 21163 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 20 contains 19819 members 
Mstep: Class 22 contains 141709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114621128.000000 Penalty: 78900.445312
Iteration 39Q: 24 clusters Score -1.146211e+08 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 308585 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 106790 members 
Mstep: Class 5 contains 30789 members 
Mstep: Class 6 contains 20656 members 
Mstep: Class 7 contains 21373 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 64411 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 30646 members 
Mstep: Class 14 contains 3547 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 1071 members 
Mstep: Class 17 contains 21266 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 44812 members 
Mstep: Class 20 contains 21085 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 142675 members 
Mstep: Class 23 contains 172882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114625728.000000 Penalty: 78900.445312
Iteration 40F: 24 clusters Score -1.146257e+08 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 307676 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 106263 members 
Mstep: Class 5 contains 30641 members 
Mstep: Class 6 contains 20620 members 
Mstep: Class 7 contains 21034 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 64401 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 31060 members 
Mstep: Class 14 contains 3604 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 21301 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 45055 members 
Mstep: Class 20 contains 21980 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 142875 members 
Mstep: Class 23 contains 172931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114629192.000000 Penalty: 78900.445312
Iteration 41Q: 24 clusters Score -1.146292e+08 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 306906 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 105826 members 
Mstep: Class 5 contains 30526 members 
Mstep: Class 6 contains 20609 members 
Mstep: Class 7 contains 20881 members 
Mstep: Class 8 contains 1900 members 
Mstep: Class 9 contains 64394 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 8174 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 31333 members 
Mstep: Class 14 contains 3624 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 21343 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 45069 members 
Mstep: Class 20 contains 22956 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 143036 members 
Mstep: Class 23 contains 172854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630328.000000 Penalty: 78900.445312
Iteration 42Q: 24 clusters Score -1.146303e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 306249 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 105451 members 
Mstep: Class 5 contains 30421 members 
Mstep: Class 6 contains 20591 members 
Mstep: Class 7 contains 20782 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 64387 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 1495 members 
Mstep: Class 13 contains 31492 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 1070 members 
Mstep: Class 17 contains 21386 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 45066 members 
Mstep: Class 20 contains 23852 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 143185 members 
Mstep: Class 23 contains 172788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631136.000000 Penalty: 78900.445312
Iteration 43Q: 24 clusters Score -1.146311e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 305850 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 105156 members 
Mstep: Class 5 contains 30343 members 
Mstep: Class 6 contains 20573 members 
Mstep: Class 7 contains 20712 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 64367 members 
Mstep: Class 10 contains 3972 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 31588 members 
Mstep: Class 14 contains 3634 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21411 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 45069 members 
Mstep: Class 20 contains 24666 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 143249 members 
Mstep: Class 23 contains 172590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631656.000000 Penalty: 78900.445312
Iteration 44Q: 24 clusters Score -1.146317e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 305541 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104891 members 
Mstep: Class 5 contains 30268 members 
Mstep: Class 6 contains 20550 members 
Mstep: Class 7 contains 20649 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 64351 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 31658 members 
Mstep: Class 14 contains 3634 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 45083 members 
Mstep: Class 20 contains 25382 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 143321 members 
Mstep: Class 23 contains 172383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631568.000000 Penalty: 78900.445312
Iteration 45Q: 24 clusters Score -1.146316e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 305317 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104670 members 
Mstep: Class 5 contains 30212 members 
Mstep: Class 6 contains 20526 members 
Mstep: Class 7 contains 20604 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 64326 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31707 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 5860 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21441 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 45067 members 
Mstep: Class 20 contains 26026 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143357 members 
Mstep: Class 23 contains 172193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632032.000000 Penalty: 78900.445312
Iteration 46Q: 24 clusters Score -1.14632e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 305122 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104488 members 
Mstep: Class 5 contains 30171 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 20581 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 64303 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31736 members 
Mstep: Class 14 contains 3636 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21447 members 
Mstep: Class 18 contains 2666 members 
Mstep: Class 19 contains 45064 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143366 members 
Mstep: Class 23 contains 172022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632488.000000 Penalty: 78900.445312
Iteration 47Q: 24 clusters Score -1.146325e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304962 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104357 members 
Mstep: Class 5 contains 30123 members 
Mstep: Class 6 contains 20482 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 64296 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 31754 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 15 contains 5916 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21441 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 45077 members 
Mstep: Class 20 contains 27069 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143373 members 
Mstep: Class 23 contains 171825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632592.000000 Penalty: 78900.445312
Iteration 48Q: 24 clusters Score -1.146326e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304857 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104261 members 
Mstep: Class 5 contains 30080 members 
Mstep: Class 6 contains 20461 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 64286 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 8165 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 31766 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21444 members 
Mstep: Class 18 contains 2656 members 
Mstep: Class 19 contains 45094 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143362 members 
Mstep: Class 23 contains 171652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632880.000000 Penalty: 78900.445312
Iteration 49Q: 24 clusters Score -1.146329e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304762 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 30046 members 
Mstep: Class 6 contains 20444 members 
Mstep: Class 7 contains 20557 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 64279 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 8160 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21438 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 45109 members 
Mstep: Class 20 contains 27798 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143384 members 
Mstep: Class 23 contains 171479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633136.000000 Penalty: 78900.445312
Iteration 50Q: 24 clusters Score -1.146331e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304660 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104125 members 
Mstep: Class 5 contains 30031 members 
Mstep: Class 6 contains 20419 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 64275 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 8157 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 31814 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 5973 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21435 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 28133 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143375 members 
Mstep: Class 23 contains 171307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633120.000000 Penalty: 78900.445312
Iteration 51Q: 24 clusters Score -1.146331e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304618 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104079 members 
Mstep: Class 5 contains 30015 members 
Mstep: Class 6 contains 20396 members 
Mstep: Class 7 contains 20542 members 
Mstep: Class 8 contains 2234 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31839 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 45112 members 
Mstep: Class 20 contains 28439 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143341 members 
Mstep: Class 23 contains 171136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633256.000000 Penalty: 78900.445312
Iteration 52Q: 24 clusters Score -1.146333e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304539 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104040 members 
Mstep: Class 5 contains 29998 members 
Mstep: Class 6 contains 20392 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 3962 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31858 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 45098 members 
Mstep: Class 20 contains 28740 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143319 members 
Mstep: Class 23 contains 170969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633472.000000 Penalty: 78900.445312
Iteration 53Q: 24 clusters Score -1.146335e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304462 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 104009 members 
Mstep: Class 5 contains 29978 members 
Mstep: Class 6 contains 20382 members 
Mstep: Class 7 contains 20542 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 64275 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31879 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21428 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 45098 members 
Mstep: Class 20 contains 29008 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143299 members 
Mstep: Class 23 contains 170820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 24 clusters Score -1.146338e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304428 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103982 members 
Mstep: Class 5 contains 29973 members 
Mstep: Class 6 contains 20378 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 64273 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31891 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 6026 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 45098 members 
Mstep: Class 20 contains 29244 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143267 members 
Mstep: Class 23 contains 170661 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 24 clusters Score -1.146337e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304408 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103965 members 
Mstep: Class 5 contains 29971 members 
Mstep: Class 6 contains 20377 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 64272 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31894 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 6030 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 45097 members 
Mstep: Class 20 contains 29470 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143232 members 
Mstep: Class 23 contains 170501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633616.000000 Penalty: 78900.445312
Iteration 56Q: 24 clusters Score -1.146336e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304375 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103947 members 
Mstep: Class 5 contains 29967 members 
Mstep: Class 6 contains 20370 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 64277 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31909 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 6036 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 45110 members 
Mstep: Class 20 contains 29716 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143194 members 
Mstep: Class 23 contains 170332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633736.000000 Penalty: 78900.445312
Iteration 57Q: 24 clusters Score -1.146337e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304347 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103931 members 
Mstep: Class 5 contains 29969 members 
Mstep: Class 6 contains 20361 members 
Mstep: Class 7 contains 20534 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 9 contains 64272 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31933 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 6038 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 45123 members 
Mstep: Class 20 contains 29948 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143130 members 
Mstep: Class 23 contains 170175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633632.000000 Penalty: 78900.445312
Iteration 58Q: 24 clusters Score -1.146336e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304317 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103915 members 
Mstep: Class 5 contains 29965 members 
Mstep: Class 6 contains 20359 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 64263 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 31947 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6038 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 45131 members 
Mstep: Class 20 contains 30157 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143079 members 
Mstep: Class 23 contains 170047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114633904.000000 Penalty: 78900.445312
Iteration 59Q: 24 clusters Score -1.146339e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304288 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103890 members 
Mstep: Class 5 contains 29964 members 
Mstep: Class 6 contains 20355 members 
Mstep: Class 7 contains 20539 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 64257 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 31951 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6038 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 45146 members 
Mstep: Class 20 contains 30348 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 143055 members 
Mstep: Class 23 contains 169927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114634680.000000 Penalty: 78900.445312
Iteration 60F: 24 clusters Score -1.146347e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304293 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103862 members 
Mstep: Class 5 contains 29961 members 
Mstep: Class 6 contains 20354 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 64249 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 31955 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21416 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 45154 members 
Mstep: Class 20 contains 30495 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 143020 members 
Mstep: Class 23 contains 169835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635040.000000 Penalty: 78900.445312
Iteration 61Q: 24 clusters Score -1.14635e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304305 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103840 members 
Mstep: Class 5 contains 29965 members 
Mstep: Class 6 contains 20347 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 64249 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 31965 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21415 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 45161 members 
Mstep: Class 20 contains 30639 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 142978 members 
Mstep: Class 23 contains 169731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114634984.000000 Penalty: 78900.445312
Iteration 62Q: 24 clusters Score -1.14635e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304305 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 29969 members 
Mstep: Class 6 contains 20346 members 
Mstep: Class 7 contains 20542 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 64248 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 8150 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 31966 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6044 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 45170 members 
Mstep: Class 20 contains 30776 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 142935 members 
Mstep: Class 23 contains 169638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635088.000000 Penalty: 78900.445312
Iteration 63Q: 24 clusters Score -1.146351e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304321 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103807 members 
Mstep: Class 5 contains 29972 members 
Mstep: Class 6 contains 20346 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 64240 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 8150 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6045 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21418 members 
Mstep: Class 18 contains 2533 members 
Mstep: Class 19 contains 45179 members 
Mstep: Class 20 contains 30901 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142894 members 
Mstep: Class 23 contains 169548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635112.000000 Penalty: 78900.445312
Iteration 64Q: 24 clusters Score -1.146351e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304327 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103797 members 
Mstep: Class 5 contains 29970 members 
Mstep: Class 6 contains 20339 members 
Mstep: Class 7 contains 20535 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3971 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 31973 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6046 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 20 contains 31026 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142868 members 
Mstep: Class 23 contains 169451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114634952.000000 Penalty: 78900.445312
Iteration 65Q: 24 clusters Score -1.14635e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304325 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103796 members 
Mstep: Class 5 contains 29966 members 
Mstep: Class 6 contains 20333 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64235 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 31981 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 45182 members 
Mstep: Class 20 contains 31140 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142843 members 
Mstep: Class 23 contains 169352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114634968.000000 Penalty: 78900.445312
Iteration 66Q: 24 clusters Score -1.14635e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304300 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103790 members 
Mstep: Class 5 contains 29958 members 
Mstep: Class 6 contains 20328 members 
Mstep: Class 7 contains 20543 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64235 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 31989 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6051 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 45184 members 
Mstep: Class 20 contains 31261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142839 members 
Mstep: Class 23 contains 169271 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 24 clusters Score -1.146351e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304276 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103785 members 
Mstep: Class 5 contains 29954 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64235 members 
Mstep: Class 10 contains 3969 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 31999 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6053 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 45193 members 
Mstep: Class 20 contains 31393 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142837 members 
Mstep: Class 23 contains 169154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 24 clusters Score -1.146351e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304267 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103784 members 
Mstep: Class 5 contains 29950 members 
Mstep: Class 6 contains 20325 members 
Mstep: Class 7 contains 20555 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64234 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32004 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6058 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 45200 members 
Mstep: Class 20 contains 31490 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142824 members 
Mstep: Class 23 contains 169061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635040.000000 Penalty: 78900.445312
Iteration 69Q: 24 clusters Score -1.14635e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304269 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103792 members 
Mstep: Class 5 contains 29946 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3972 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32008 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6062 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 45202 members 
Mstep: Class 20 contains 31583 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142813 members 
Mstep: Class 23 contains 168961 members 
Entering Unmasked Estep 
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Iteration 70Q: 24 clusters Score -1.146353e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304274 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103787 members 
Mstep: Class 5 contains 29939 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 20568 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32011 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6066 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 45200 members 
Mstep: Class 20 contains 31673 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142801 members 
Mstep: Class 23 contains 168880 members 
Entering Unmasked Estep 
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Iteration 71Q: 24 clusters Score -1.146352e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304276 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103785 members 
Mstep: Class 5 contains 29930 members 
Mstep: Class 6 contains 20304 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32012 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 45210 members 
Mstep: Class 20 contains 31751 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142807 members 
Mstep: Class 23 contains 168795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635248.000000 Penalty: 78900.445312
Iteration 72Q: 24 clusters Score -1.146352e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304290 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103788 members 
Mstep: Class 5 contains 29926 members 
Mstep: Class 6 contains 20300 members 
Mstep: Class 7 contains 20570 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64240 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32013 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21435 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 45222 members 
Mstep: Class 20 contains 31812 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142803 members 
Mstep: Class 23 contains 168713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635160.000000 Penalty: 78900.445312
Iteration 73Q: 24 clusters Score -1.146352e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304291 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103798 members 
Mstep: Class 5 contains 29921 members 
Mstep: Class 6 contains 20295 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32015 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6079 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21436 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 45236 members 
Mstep: Class 20 contains 31867 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142798 members 
Mstep: Class 23 contains 168650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114634992.000000 Penalty: 78900.445312
Iteration 74Q: 24 clusters Score -1.14635e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304272 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103802 members 
Mstep: Class 5 contains 29917 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32019 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21435 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45250 members 
Mstep: Class 20 contains 31922 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142794 members 
Mstep: Class 23 contains 168611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635112.000000 Penalty: 78900.445312
Iteration 75Q: 24 clusters Score -1.146351e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304260 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103804 members 
Mstep: Class 5 contains 29915 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45258 members 
Mstep: Class 20 contains 31965 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142788 members 
Mstep: Class 23 contains 168581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635128.000000 Penalty: 78900.445312
Iteration 76Q: 24 clusters Score -1.146351e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304254 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103810 members 
Mstep: Class 5 contains 29912 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 45257 members 
Mstep: Class 20 contains 32005 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142790 members 
Mstep: Class 23 contains 168551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635176.000000 Penalty: 78900.445312
Iteration 77Q: 24 clusters Score -1.146352e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103810 members 
Mstep: Class 5 contains 29907 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 20556 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 45266 members 
Mstep: Class 20 contains 32042 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142795 members 
Mstep: Class 23 contains 168526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635288.000000 Penalty: 78900.445312
Iteration 78Q: 24 clusters Score -1.146353e+08 nChanged 92
Entering ConstructFrom: 
Score: -114635288.000000 Penalty: 78900.445312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -119237.203125 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -119237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117205.820312 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -117205.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117630.320312 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -117630.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117819.101562 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -117819.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117955.531250 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -117955.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118162.390625 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -118162.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118455.203125 Penalty: 3513.776367
	Iteration 5F: 3 clusters Score -118455.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118880.468750 Penalty: 3513.776367
	Iteration 6F: 3 clusters Score -118880.5 nChanged 89
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: -119364.703125 Penalty: 3513.776367
	Iteration 7F: 3 clusters Score -119364.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119672.609375 Penalty: 3513.776367
	Iteration 8F: 3 clusters Score -119672.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -119947.453125 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -119947.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -120089.273438 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -120089.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -120195.664062 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -120195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -120273.070312 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -120273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -120314.546875 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -120314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -120327.890625 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -120327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120330.640625 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -120330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120331.593750 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -120331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120333.242188 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -120333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120333.242188 Penalty: 3513.776367
	Iteration 18F: 3 clusters Score -120333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 103809 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32071 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142800 members 
Mstep: Class 23 contains 168508 members 
Mstep: Class 24 contains 694 members 
Entering Unmasked Estep 
Score: -114634768.000000 Penalty: 82330.898438
Splitting cluster 1 changes total score from -114635288.000000 to -114634768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (304238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304238 members 
Entering Unmasked Estep 
Score: -34803160.000000 Penalty: 3131.140137
	Iteration 0F: 2 clusters Score -3.480316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -34609488.000000 Penalty: 6262.280273
	Iteration 0F: 3 clusters Score -3.460949e+07 nChanged 147386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -34697376.000000 Penalty: 6262.280273
	Iteration 1F: 3 clusters Score -3.469738e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149337 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -34698548.000000 Penalty: 6262.280273
	Iteration 2Q: 3 clusters Score -3.469855e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -34700040.000000 Penalty: 6262.280273
	Iteration 3Q: 3 clusters Score -3.470004e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -34702156.000000 Penalty: 6262.280273
	Iteration 4Q: 3 clusters Score -3.470216e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 161883 members 
Entering Unmasked Estep 
Score: -34704924.000000 Penalty: 6262.280273
	Iteration 5Q: 3 clusters Score -3.470492e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -34709004.000000 Penalty: 6262.280273
	Iteration 6Q: 3 clusters Score -3.4709e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -34715596.000000 Penalty: 6262.280273
	Iteration 7Q: 3 clusters Score -3.47156e+07 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121086 members 
Mstep: Class 2 contains 183152 members 
Entering Unmasked Estep 
Score: -34725364.000000 Penalty: 6262.280273
	Iteration 8F: 3 clusters Score -3.472536e+07 nChanged 18408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 194544 members 
Entering Unmasked Estep 
Score: -34738628.000000 Penalty: 6262.280273
	Iteration 9F: 3 clusters Score -3.473863e+07 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 205714 members 
Entering Unmasked Estep 
Score: -34751856.000000 Penalty: 6262.280273
	Iteration 10F: 3 clusters Score -3.475186e+07 nChanged 16015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 214711 members 
Entering Unmasked Estep 
Score: -34761700.000000 Penalty: 6262.280273
	Iteration 11F: 3 clusters Score -3.47617e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 221583 members 
Entering Unmasked Estep 
Score: -34766392.000000 Penalty: 6262.280273
	Iteration 12Q: 3 clusters Score -3.476639e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 227448 members 
Entering Unmasked Estep 
Score: -34769084.000000 Penalty: 6262.280273
	Iteration 13Q: 3 clusters Score -3.476908e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 232798 members 
Entering Unmasked Estep 
Score: -34771036.000000 Penalty: 6262.280273
	Iteration 14Q: 3 clusters Score -3.477104e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 238067 members 
Entering Unmasked Estep 
Score: -34772784.000000 Penalty: 6262.280273
	Iteration 15Q: 3 clusters Score -3.477278e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 243215 members 
Entering Unmasked Estep 
Score: -34774140.000000 Penalty: 6262.280273
	Iteration 16Q: 3 clusters Score -3.477414e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 248314 members 
Entering Unmasked Estep 
Score: -34775736.000000 Penalty: 6262.280273
	Iteration 17Q: 3 clusters Score -3.477574e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 253263 members 
Entering Unmasked Estep 
Score: -34777568.000000 Penalty: 6262.280273
	Iteration 18Q: 3 clusters Score -3.477757e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 258197 members 
Entering Unmasked Estep 
Score: -34779656.000000 Penalty: 6262.280273
	Iteration 19Q: 3 clusters Score -3.477966e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 263023 members 
Entering Unmasked Estep 
Score: -34781644.000000 Penalty: 6262.280273
	Iteration 20F: 3 clusters Score -3.478164e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 267700 members 
Entering Unmasked Estep 
Score: -34783684.000000 Penalty: 6262.280273
	Iteration 21Q: 3 clusters Score -3.478368e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 272109 members 
Entering Unmasked Estep 
Score: -34785712.000000 Penalty: 6262.280273
	Iteration 22Q: 3 clusters Score -3.478571e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 276230 members 
Entering Unmasked Estep 
Score: -34787788.000000 Penalty: 6262.280273
	Iteration 23Q: 3 clusters Score -3.478779e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 279984 members 
Entering Unmasked Estep 
Score: -34789488.000000 Penalty: 6262.280273
	Iteration 24Q: 3 clusters Score -3.478949e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 283474 members 
Entering Unmasked Estep 
Score: -34791540.000000 Penalty: 6262.280273
	Iteration 25Q: 3 clusters Score -3.479154e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 286652 members 
Entering Unmasked Estep 
Score: -34793592.000000 Penalty: 6262.280273
	Iteration 26Q: 3 clusters Score -3.479359e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 289545 members 
Entering Unmasked Estep 
Score: -34795420.000000 Penalty: 6262.280273
	Iteration 27Q: 3 clusters Score -3.479542e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 291962 members 
Entering Unmasked Estep 
Score: -34796840.000000 Penalty: 6262.280273
	Iteration 28Q: 3 clusters Score -3.479684e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 294046 members 
Entering Unmasked Estep 
Score: -34797872.000000 Penalty: 6262.280273
	Iteration 29Q: 3 clusters Score -3.479787e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 295799 members 
Entering Unmasked Estep 
Score: -34798532.000000 Penalty: 6262.280273
	Iteration 30Q: 3 clusters Score -3.479853e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 297308 members 
Entering Unmasked Estep 
Score: -34799328.000000 Penalty: 6262.280273
	Iteration 31Q: 3 clusters Score -3.479933e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 298551 members 
Entering Unmasked Estep 
Score: -34799948.000000 Penalty: 6262.280273
	Iteration 32Q: 3 clusters Score -3.479995e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 299518 members 
Entering Unmasked Estep 
Score: -34800188.000000 Penalty: 6262.280273
	Iteration 33Q: 3 clusters Score -3.480019e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 300266 members 
Entering Unmasked Estep 
Score: -34800464.000000 Penalty: 6262.280273
	Iteration 34Q: 3 clusters Score -3.480046e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 300848 members 
Entering Unmasked Estep 
Score: -34800644.000000 Penalty: 6262.280273
	Iteration 35Q: 3 clusters Score -3.480064e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 301306 members 
Entering Unmasked Estep 
Score: -34800804.000000 Penalty: 6262.280273
	Iteration 36Q: 3 clusters Score -3.48008e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 301648 members 
Entering Unmasked Estep 
Score: -34800912.000000 Penalty: 6262.280273
	Iteration 37Q: 3 clusters Score -3.480091e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 301932 members 
Entering Unmasked Estep 
Score: -34800968.000000 Penalty: 6262.280273
	Iteration 38Q: 3 clusters Score -3.480097e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 302123 members 
Entering Unmasked Estep 
Score: -34800964.000000 Penalty: 6262.280273
	Iteration 39Q: 3 clusters Score -3.480096e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 302262 members 
Entering Unmasked Estep 
Score: -34800956.000000 Penalty: 6262.280273
	Iteration 40F: 3 clusters Score -3.480096e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 302379 members 
Entering Unmasked Estep 
Score: -34800956.000000 Penalty: 6262.280273
	Iteration 41Q: 3 clusters Score -3.480096e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 302473 members 
Entering Unmasked Estep 
Score: -34800984.000000 Penalty: 6262.280273
	Iteration 42Q: 3 clusters Score -3.480098e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 302536 members 
Entering Unmasked Estep 
Score: -34800976.000000 Penalty: 6262.280273
	Iteration 43Q: 3 clusters Score -3.480098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 302589 members 
Entering Unmasked Estep 
Score: -34800996.000000 Penalty: 6262.280273
	Iteration 44Q: 3 clusters Score -3.4801e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 302626 members 
Entering Unmasked Estep 
Score: -34801008.000000 Penalty: 6262.280273
	Iteration 45Q: 3 clusters Score -3.480101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 302657 members 
Entering Unmasked Estep 
Score: -34801028.000000 Penalty: 6262.280273
	Iteration 46Q: 3 clusters Score -3.480103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 302684 members 
Entering Unmasked Estep 
Score: -34801044.000000 Penalty: 6262.280273
	Iteration 47Q: 3 clusters Score -3.480104e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 302719 members 
Entering Unmasked Estep 
Score: -34801028.000000 Penalty: 6262.280273
	Iteration 48Q: 3 clusters Score -3.480103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 302744 members 
Entering Unmasked Estep 
Score: -34801048.000000 Penalty: 6262.280273
	Iteration 49Q: 3 clusters Score -3.480105e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 302768 members 
Entering Unmasked Estep 
Score: -34801048.000000 Penalty: 6262.280273
	Iteration 50Q: 3 clusters Score -3.480105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 302782 members 
Entering Unmasked Estep 
Score: -34801024.000000 Penalty: 6262.280273
	Iteration 51Q: 3 clusters Score -3.480102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 302800 members 
Entering Unmasked Estep 
Score: -34801048.000000 Penalty: 6262.280273
	Iteration 52Q: 3 clusters Score -3.480105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 302816 members 
Entering Unmasked Estep 
Score: -34801096.000000 Penalty: 6262.280273
	Iteration 53Q: 3 clusters Score -3.48011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 302830 members 
Entering Unmasked Estep 
Score: -34801108.000000 Penalty: 6262.280273
	Iteration 54Q: 3 clusters Score -3.480111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 302842 members 
Entering Unmasked Estep 
Score: -34801104.000000 Penalty: 6262.280273
	Iteration 55Q: 3 clusters Score -3.48011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 302848 members 
Entering Unmasked Estep 
Score: -34801092.000000 Penalty: 6262.280273
	Iteration 56Q: 3 clusters Score -3.480109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 302865 members 
Entering Unmasked Estep 
Score: -34801088.000000 Penalty: 6262.280273
	Iteration 57Q: 3 clusters Score -3.480109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 302873 members 
Entering Unmasked Estep 
Score: -34801104.000000 Penalty: 6262.280273
	Iteration 58Q: 3 clusters Score -3.48011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 302880 members 
Entering Unmasked Estep 
Score: -34801084.000000 Penalty: 6262.280273
	Iteration 59Q: 3 clusters Score -3.480108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 302887 members 
Entering Unmasked Estep 
Score: -34801084.000000 Penalty: 6262.280273
	Iteration 60F: 3 clusters Score -3.480108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 302892 members 
Entering Unmasked Estep 
Score: -34801108.000000 Penalty: 6262.280273
	Iteration 61Q: 3 clusters Score -3.480111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 302898 members 
Entering Unmasked Estep 
Score: -34801080.000000 Penalty: 6262.280273
	Iteration 62Q: 3 clusters Score -3.480108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 302905 members 
Entering Unmasked Estep 
Score: -34801092.000000 Penalty: 6262.280273
	Iteration 63Q: 3 clusters Score -3.480109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 302909 members 
Entering Unmasked Estep 
Score: -34801096.000000 Penalty: 6262.280273
	Iteration 64Q: 3 clusters Score -3.48011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 302913 members 
Entering Unmasked Estep 
Score: -34801096.000000 Penalty: 6262.280273
	Iteration 65Q: 3 clusters Score -3.48011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 302919 members 
Entering Unmasked Estep 
Score: -34801096.000000 Penalty: 6262.280273
	Iteration 66Q: 3 clusters Score -3.48011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 302926 members 
Entering Unmasked Estep 
Score: -34801084.000000 Penalty: 6262.280273
	Iteration 67Q: 3 clusters Score -3.480108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 302933 members 
Entering Unmasked Estep 
Score: -34801088.000000 Penalty: 6262.280273
	Iteration 68Q: 3 clusters Score -3.480109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 302939 members 
Entering Unmasked Estep 
Score: -34801100.000000 Penalty: 6262.280273
	Iteration 69Q: 3 clusters Score -3.48011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 302942 members 
Entering Unmasked Estep 
Score: -34801100.000000 Penalty: 6262.280273
	Iteration 70Q: 3 clusters Score -3.48011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 302945 members 
Entering Unmasked Estep 
Score: -34801104.000000 Penalty: 6262.280273
	Iteration 71Q: 3 clusters Score -3.48011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 302948 members 
Entering Unmasked Estep 
Score: -34801116.000000 Penalty: 6262.280273
	Iteration 72Q: 3 clusters Score -3.480112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 302955 members 
Entering Unmasked Estep 
Score: -34801132.000000 Penalty: 6262.280273
	Iteration 73Q: 3 clusters Score -3.480113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 302956 members 
Entering Unmasked Estep 
Score: -34801132.000000 Penalty: 6262.280273
	Iteration 74Q: 3 clusters Score -3.480113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 302957 members 
Entering Unmasked Estep 
Score: -34801120.000000 Penalty: 6262.280273
	Iteration 75Q: 3 clusters Score -3.480112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 302959 members 
Entering Unmasked Estep 
Score: -34801112.000000 Penalty: 6262.280273
	Iteration 76Q: 3 clusters Score -3.480111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 302959 members 
Entering Unmasked Estep 
Score: -34801112.000000 Penalty: 6262.280273
	Iteration 77F: 3 clusters Score -3.480111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -64066.320312 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -64066.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62504.664062 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -62504.66 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62991.011719 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -62991.01 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63356.839844 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -63356.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64123.613281 Penalty: 3244.350830
	Iteration 3F: 3 clusters Score -64123.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -64447.171875 Penalty: 3244.350830
	Iteration 4F: 3 clusters Score -64447.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -64667.949219 Penalty: 3244.350830
	Iteration 5F: 3 clusters Score -64667.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65013.300781 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -65013.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -65309.488281 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -65309.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -65693.929688 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -65693.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -65932.406250 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -65932.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65978.015625 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -65978.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65978.015625 Penalty: 3244.350830
	Iteration 11F: 3 clusters Score -65978.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103809 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32071 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142800 members 
Mstep: Class 23 contains 168508 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
Score: -114635296.000000 Penalty: 82330.898438
Splitting cluster 3 changes total score from -114635288.000000 to -114635296.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (103809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Entering Unmasked Estep 
Score: -11993539.000000 Penalty: 2864.476562
	Iteration 0F: 2 clusters Score -1.199354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -11924259.000000 Penalty: 5728.953125
	Iteration 0F: 3 clusters Score -1.192426e+07 nChanged 49125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -11951900.000000 Penalty: 5728.953125
	Iteration 1F: 3 clusters Score -1.19519e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -11952614.000000 Penalty: 5728.953125
	Iteration 2Q: 3 clusters Score -1.195261e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -11953348.000000 Penalty: 5728.953125
	Iteration 3Q: 3 clusters Score -1.195335e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -11954566.000000 Penalty: 5728.953125
	Iteration 4Q: 3 clusters Score -1.195457e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -11956569.000000 Penalty: 5728.953125
	Iteration 5Q: 3 clusters Score -1.195657e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -11960353.000000 Penalty: 5728.953125
	Iteration 6F: 3 clusters Score -1.196035e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -11966752.000000 Penalty: 5728.953125
	Iteration 7F: 3 clusters Score -1.196675e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -11975378.000000 Penalty: 5728.953125
	Iteration 8F: 3 clusters Score -1.197538e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -11983149.000000 Penalty: 5728.953125
	Iteration 9F: 3 clusters Score -1.198315e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -11987827.000000 Penalty: 5728.953125
	Iteration 10Q: 3 clusters Score -1.198783e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11989651.000000 Penalty: 5728.953125
	Iteration 11Q: 3 clusters Score -1.198965e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11990463.000000 Penalty: 5728.953125
	Iteration 12Q: 3 clusters Score -1.199046e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11990750.000000 Penalty: 5728.953125
	Iteration 13Q: 3 clusters Score -1.199075e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11990888.000000 Penalty: 5728.953125
	Iteration 14Q: 3 clusters Score -1.199089e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11990965.000000 Penalty: 5728.953125
	Iteration 15Q: 3 clusters Score -1.199096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11990998.000000 Penalty: 5728.953125
	Iteration 16Q: 3 clusters Score -1.1991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11991016.000000 Penalty: 5728.953125
	Iteration 17Q: 3 clusters Score -1.199102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11991062.000000 Penalty: 5728.953125
	Iteration 18Q: 3 clusters Score -1.199106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103386 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11991063.000000 Penalty: 5728.953125
	Iteration 19Q: 3 clusters Score -1.199106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11991077.000000 Penalty: 5728.953125
	Iteration 20F: 3 clusters Score -1.199108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11991083.000000 Penalty: 5728.953125
	Iteration 21Q: 3 clusters Score -1.199108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11991089.000000 Penalty: 5728.953125
	Iteration 22Q: 3 clusters Score -1.199109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11991089.000000 Penalty: 5728.953125
	Iteration 23Q: 3 clusters Score -1.199109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11991101.000000 Penalty: 5728.953125
	Iteration 24Q: 3 clusters Score -1.19911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11991123.000000 Penalty: 5728.953125
	Iteration 25Q: 3 clusters Score -1.199112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11991122.000000 Penalty: 5728.953125
	Iteration 26Q: 3 clusters Score -1.199112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11991129.000000 Penalty: 5728.953125
	Iteration 27Q: 3 clusters Score -1.199113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11991131.000000 Penalty: 5728.953125
	Iteration 28Q: 3 clusters Score -1.199113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11991136.000000 Penalty: 5728.953125
	Iteration 29Q: 3 clusters Score -1.199114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11991135.000000 Penalty: 5728.953125
	Iteration 30Q: 3 clusters Score -1.199114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11991131.000000 Penalty: 5728.953125
	Iteration 31Q: 3 clusters Score -1.199113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11991128.000000 Penalty: 5728.953125
	Iteration 32Q: 3 clusters Score -1.199113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11991129.000000 Penalty: 5728.953125
	Iteration 33Q: 3 clusters Score -1.199113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11991131.000000 Penalty: 5728.953125
	Iteration 34Q: 3 clusters Score -1.199113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11991131.000000 Penalty: 5728.953125
	Iteration 35F: 3 clusters Score -1.199113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Entering Unmasked Estep 
Score: -3472760.750000 Penalty: 2555.833740
	Iteration 0F: 2 clusters Score -3472761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3452341.000000 Penalty: 5111.667480
	Iteration 0F: 3 clusters Score -3452341 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3460369.750000 Penalty: 5111.667480
	Iteration 1F: 3 clusters Score -3460370 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3461622.500000 Penalty: 5111.667480
	Iteration 2F: 3 clusters Score -3461622 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3462966.500000 Penalty: 5111.667480
	Iteration 3F: 3 clusters Score -3462966 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3464411.000000 Penalty: 5111.667480
	Iteration 4F: 3 clusters Score -3464411 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3465795.750000 Penalty: 5111.667480
	Iteration 5F: 3 clusters Score -3465796 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3467041.500000 Penalty: 5111.667480
	Iteration 6F: 3 clusters Score -3467042 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3468195.000000 Penalty: 5111.667480
	Iteration 7F: 3 clusters Score -3468195 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3469162.000000 Penalty: 5111.667480
	Iteration 8Q: 3 clusters Score -3469162 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3469973.250000 Penalty: 5111.667480
	Iteration 9Q: 3 clusters Score -3469973 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3470435.750000 Penalty: 5111.667480
	Iteration 10Q: 3 clusters Score -3470436 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3470700.500000 Penalty: 5111.667480
	Iteration 11Q: 3 clusters Score -3470700 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3470810.750000 Penalty: 5111.667480
	Iteration 12Q: 3 clusters Score -3470811 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3470880.250000 Penalty: 5111.667480
	Iteration 13Q: 3 clusters Score -3470880 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3470935.500000 Penalty: 5111.667480
	Iteration 14Q: 3 clusters Score -3470936 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3470979.750000 Penalty: 5111.667480
	Iteration 15Q: 3 clusters Score -3470980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3471018.750000 Penalty: 5111.667480
	Iteration 16Q: 3 clusters Score -3471019 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3471059.250000 Penalty: 5111.667480
	Iteration 17Q: 3 clusters Score -3471059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3471086.250000 Penalty: 5111.667480
	Iteration 18Q: 3 clusters Score -3471086 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3471118.500000 Penalty: 5111.667480
	Iteration 19Q: 3 clusters Score -3471118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3471138.500000 Penalty: 5111.667480
	Iteration 20F: 3 clusters Score -3471138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3471159.250000 Penalty: 5111.667480
	Iteration 21Q: 3 clusters Score -3471159 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3471189.250000 Penalty: 5111.667480
	Iteration 22Q: 3 clusters Score -3471189 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3471190.000000 Penalty: 5111.667480
	Iteration 23Q: 3 clusters Score -3471190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3471197.750000 Penalty: 5111.667480
	Iteration 24Q: 3 clusters Score -3471198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3471221.000000 Penalty: 5111.667480
	Iteration 25Q: 3 clusters Score -3471221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3471237.000000 Penalty: 5111.667480
	Iteration 26Q: 3 clusters Score -3471237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3471251.250000 Penalty: 5111.667480
	Iteration 27Q: 3 clusters Score -3471251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3471262.500000 Penalty: 5111.667480
	Iteration 28Q: 3 clusters Score -3471262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3471286.750000 Penalty: 5111.667480
	Iteration 29Q: 3 clusters Score -3471287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3471287.500000 Penalty: 5111.667480
	Iteration 30Q: 3 clusters Score -3471288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3471299.250000 Penalty: 5111.667480
	Iteration 31Q: 3 clusters Score -3471299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3471297.250000 Penalty: 5111.667480
	Iteration 32Q: 3 clusters Score -3471297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3471304.250000 Penalty: 5111.667480
	Iteration 33Q: 3 clusters Score -3471304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3471315.500000 Penalty: 5111.667480
	Iteration 34Q: 3 clusters Score -3471316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3471333.250000 Penalty: 5111.667480
	Iteration 35Q: 3 clusters Score -3471333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3471339.250000 Penalty: 5111.667480
	Iteration 36Q: 3 clusters Score -3471339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3471342.750000 Penalty: 5111.667480
	Iteration 37Q: 3 clusters Score -3471343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3471351.250000 Penalty: 5111.667480
	Iteration 38Q: 3 clusters Score -3471351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3471358.500000 Penalty: 5111.667480
	Iteration 39Q: 3 clusters Score -3471358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3471370.000000 Penalty: 5111.667480
	Iteration 40F: 3 clusters Score -3471370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3471374.750000 Penalty: 5111.667480
	Iteration 41Q: 3 clusters Score -3471375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3471385.250000 Penalty: 5111.667480
	Iteration 42Q: 3 clusters Score -3471385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3471389.250000 Penalty: 5111.667480
	Iteration 43Q: 3 clusters Score -3471389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3471391.000000 Penalty: 5111.667480
	Iteration 44Q: 3 clusters Score -3471391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3471396.500000 Penalty: 5111.667480
	Iteration 45Q: 3 clusters Score -3471396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3471387.750000 Penalty: 5111.667480
	Iteration 46Q: 3 clusters Score -3471388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3471398.500000 Penalty: 5111.667480
	Iteration 47Q: 3 clusters Score -3471398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3471392.500000 Penalty: 5111.667480
	Iteration 48Q: 3 clusters Score -3471392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3471389.750000 Penalty: 5111.667480
	Iteration 49Q: 3 clusters Score -3471390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3471393.750000 Penalty: 5111.667480
	Iteration 50Q: 3 clusters Score -3471394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3471392.750000 Penalty: 5111.667480
	Iteration 51Q: 3 clusters Score -3471393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3471396.250000 Penalty: 5111.667480
	Iteration 52Q: 3 clusters Score -3471396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3471390.750000 Penalty: 5111.667480
	Iteration 53Q: 3 clusters Score -3471391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3471389.250000 Penalty: 5111.667480
	Iteration 54Q: 3 clusters Score -3471389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3471386.250000 Penalty: 5111.667480
	Iteration 55Q: 3 clusters Score -3471386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3471393.000000 Penalty: 5111.667480
	Iteration 56Q: 3 clusters Score -3471393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3471397.500000 Penalty: 5111.667480
	Iteration 57Q: 3 clusters Score -3471398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3471396.250000 Penalty: 5111.667480
	Iteration 58Q: 3 clusters Score -3471396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3471395.250000 Penalty: 5111.667480
	Iteration 59Q: 3 clusters Score -3471395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3471402.000000 Penalty: 5111.667480
	Iteration 60F: 3 clusters Score -3471402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3471400.250000 Penalty: 5111.667480
	Iteration 61Q: 3 clusters Score -3471400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3471404.000000 Penalty: 5111.667480
	Iteration 62Q: 3 clusters Score -3471404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3471403.000000 Penalty: 5111.667480
	Iteration 63Q: 3 clusters Score -3471403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3471399.000000 Penalty: 5111.667480
	Iteration 64Q: 3 clusters Score -3471399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3471397.000000 Penalty: 5111.667480
	Iteration 65Q: 3 clusters Score -3471397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3471396.750000 Penalty: 5111.667480
	Iteration 66Q: 3 clusters Score -3471397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3471396.750000 Penalty: 5111.667480
	Iteration 67F: 3 clusters Score -3471397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Entering Unmasked Estep 
Score: -2374415.750000 Penalty: 2459.378418
	Iteration 0F: 2 clusters Score -2374416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2360112.750000 Penalty: 4918.756836
	Iteration 0F: 3 clusters Score -2360113 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2364933.750000 Penalty: 4918.756836
	Iteration 1F: 3 clusters Score -2364934 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2365334.000000 Penalty: 4918.756836
	Iteration 2F: 3 clusters Score -2365334 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2365668.500000 Penalty: 4918.756836
	Iteration 3Q: 3 clusters Score -2365668 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2365938.500000 Penalty: 4918.756836
	Iteration 4Q: 3 clusters Score -2365938 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2366239.750000 Penalty: 4918.756836
	Iteration 5Q: 3 clusters Score -2366240 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2366587.250000 Penalty: 4918.756836
	Iteration 6Q: 3 clusters Score -2366587 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2366947.500000 Penalty: 4918.756836
	Iteration 7Q: 3 clusters Score -2366948 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2367417.250000 Penalty: 4918.756836
	Iteration 8Q: 3 clusters Score -2367417 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2367966.750000 Penalty: 4918.756836
	Iteration 9Q: 3 clusters Score -2367967 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2368689.750000 Penalty: 4918.756836
	Iteration 10F: 3 clusters Score -2368690 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2369493.500000 Penalty: 4918.756836
	Iteration 11F: 3 clusters Score -2369494 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2370279.250000 Penalty: 4918.756836
	Iteration 12Q: 3 clusters Score -2370279 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2370976.000000 Penalty: 4918.756836
	Iteration 13Q: 3 clusters Score -2370976 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2371496.500000 Penalty: 4918.756836
	Iteration 14Q: 3 clusters Score -2371496 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2371896.250000 Penalty: 4918.756836
	Iteration 15Q: 3 clusters Score -2371896 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2372092.750000 Penalty: 4918.756836
	Iteration 16Q: 3 clusters Score -2372093 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2372220.750000 Penalty: 4918.756836
	Iteration 17Q: 3 clusters Score -2372221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2372300.500000 Penalty: 4918.756836
	Iteration 18Q: 3 clusters Score -2372300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2372353.250000 Penalty: 4918.756836
	Iteration 19Q: 3 clusters Score -2372353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2372381.250000 Penalty: 4918.756836
	Iteration 20F: 3 clusters Score -2372381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2372404.000000 Penalty: 4918.756836
	Iteration 21Q: 3 clusters Score -2372404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2372429.250000 Penalty: 4918.756836
	Iteration 22Q: 3 clusters Score -2372429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2372449.000000 Penalty: 4918.756836
	Iteration 23Q: 3 clusters Score -2372449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2372452.000000 Penalty: 4918.756836
	Iteration 24Q: 3 clusters Score -2372452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2372455.750000 Penalty: 4918.756836
	Iteration 25Q: 3 clusters Score -2372456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2372462.000000 Penalty: 4918.756836
	Iteration 26Q: 3 clusters Score -2372462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2372465.500000 Penalty: 4918.756836
	Iteration 27Q: 3 clusters Score -2372466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2372468.000000 Penalty: 4918.756836
	Iteration 28Q: 3 clusters Score -2372468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2372469.500000 Penalty: 4918.756836
	Iteration 29Q: 3 clusters Score -2372470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2372470.750000 Penalty: 4918.756836
	Iteration 30Q: 3 clusters Score -2372471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2372470.250000 Penalty: 4918.756836
	Iteration 31Q: 3 clusters Score -2372470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2372469.500000 Penalty: 4918.756836
	Iteration 32Q: 3 clusters Score -2372470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2372469.750000 Penalty: 4918.756836
	Iteration 33Q: 3 clusters Score -2372470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2372465.500000 Penalty: 4918.756836
	Iteration 34Q: 3 clusters Score -2372466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2372465.750000 Penalty: 4918.756836
	Iteration 35Q: 3 clusters Score -2372466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2372465.750000 Penalty: 4918.756836
	Iteration 36Q: 3 clusters Score -2372466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2372467.750000 Penalty: 4918.756836
	Iteration 37Q: 3 clusters Score -2372468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2372467.500000 Penalty: 4918.756836
	Iteration 38Q: 3 clusters Score -2372468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2372467.000000 Penalty: 4918.756836
	Iteration 39Q: 3 clusters Score -2372467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2372467.500000 Penalty: 4918.756836
	Iteration 40F: 3 clusters Score -2372468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -2194666.000000 Penalty: 2462.841064
	Iteration 0F: 2 clusters Score -2194666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2180191.000000 Penalty: 4925.682129
	Iteration 0F: 3 clusters Score -2180191 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2185368.250000 Penalty: 4925.682129
	Iteration 1F: 3 clusters Score -2185368 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2185998.250000 Penalty: 4925.682129
	Iteration 2F: 3 clusters Score -2185998 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2186675.750000 Penalty: 4925.682129
	Iteration 3F: 3 clusters Score -2186676 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2187415.000000 Penalty: 4925.682129
	Iteration 4F: 3 clusters Score -2187415 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2188261.250000 Penalty: 4925.682129
	Iteration 5F: 3 clusters Score -2188261 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2189225.000000 Penalty: 4925.682129
	Iteration 6F: 3 clusters Score -2189225 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2190384.000000 Penalty: 4925.682129
	Iteration 7F: 3 clusters Score -2190384 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2191504.750000 Penalty: 4925.682129
	Iteration 8F: 3 clusters Score -2191505 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2192483.500000 Penalty: 4925.682129
	Iteration 9Q: 3 clusters Score -2192484 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2193112.500000 Penalty: 4925.682129
	Iteration 10Q: 3 clusters Score -2193112 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2193496.250000 Penalty: 4925.682129
	Iteration 11Q: 3 clusters Score -2193496 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2193753.750000 Penalty: 4925.682129
	Iteration 12Q: 3 clusters Score -2193754 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2193933.500000 Penalty: 4925.682129
	Iteration 13Q: 3 clusters Score -2193934 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2194066.500000 Penalty: 4925.682129
	Iteration 14Q: 3 clusters Score -2194066 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2194160.000000 Penalty: 4925.682129
	Iteration 15Q: 3 clusters Score -2194160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2194239.250000 Penalty: 4925.682129
	Iteration 16Q: 3 clusters Score -2194239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2194296.500000 Penalty: 4925.682129
	Iteration 17Q: 3 clusters Score -2194296 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2194333.250000 Penalty: 4925.682129
	Iteration 18Q: 3 clusters Score -2194333 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2194379.250000 Penalty: 4925.682129
	Iteration 19Q: 3 clusters Score -2194379 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2194402.000000 Penalty: 4925.682129
	Iteration 20F: 3 clusters Score -2194402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2194418.000000 Penalty: 4925.682129
	Iteration 21Q: 3 clusters Score -2194418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2194442.750000 Penalty: 4925.682129
	Iteration 22Q: 3 clusters Score -2194443 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2194469.250000 Penalty: 4925.682129
	Iteration 23Q: 3 clusters Score -2194469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2194484.250000 Penalty: 4925.682129
	Iteration 24Q: 3 clusters Score -2194484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2194506.750000 Penalty: 4925.682129
	Iteration 25Q: 3 clusters Score -2194507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2194521.250000 Penalty: 4925.682129
	Iteration 26Q: 3 clusters Score -2194521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2194529.750000 Penalty: 4925.682129
	Iteration 27Q: 3 clusters Score -2194530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2194551.250000 Penalty: 4925.682129
	Iteration 28Q: 3 clusters Score -2194551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2194563.000000 Penalty: 4925.682129
	Iteration 29Q: 3 clusters Score -2194563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2194570.500000 Penalty: 4925.682129
	Iteration 30Q: 3 clusters Score -2194570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2194573.750000 Penalty: 4925.682129
	Iteration 31Q: 3 clusters Score -2194574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2194588.750000 Penalty: 4925.682129
	Iteration 32Q: 3 clusters Score -2194589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2194603.500000 Penalty: 4925.682129
	Iteration 33Q: 3 clusters Score -2194604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2194609.250000 Penalty: 4925.682129
	Iteration 34Q: 3 clusters Score -2194609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2194614.250000 Penalty: 4925.682129
	Iteration 35Q: 3 clusters Score -2194614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2194612.000000 Penalty: 4925.682129
	Iteration 36Q: 3 clusters Score -2194612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2194626.750000 Penalty: 4925.682129
	Iteration 37Q: 3 clusters Score -2194627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2194628.750000 Penalty: 4925.682129
	Iteration 38Q: 3 clusters Score -2194629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2194637.000000 Penalty: 4925.682129
	Iteration 39Q: 3 clusters Score -2194637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2194635.250000 Penalty: 4925.682129
	Iteration 40F: 3 clusters Score -2194635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2194633.750000 Penalty: 4925.682129
	Iteration 41Q: 3 clusters Score -2194634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2194635.750000 Penalty: 4925.682129
	Iteration 42Q: 3 clusters Score -2194636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2194632.000000 Penalty: 4925.682129
	Iteration 43Q: 3 clusters Score -2194632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2194632.750000 Penalty: 4925.682129
	Iteration 44Q: 3 clusters Score -2194633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2194633.250000 Penalty: 4925.682129
	Iteration 45Q: 3 clusters Score -2194633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2194635.750000 Penalty: 4925.682129
	Iteration 46Q: 3 clusters Score -2194636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2194638.250000 Penalty: 4925.682129
	Iteration 47Q: 3 clusters Score -2194638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2194639.000000 Penalty: 4925.682129
	Iteration 48Q: 3 clusters Score -2194639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2194641.250000 Penalty: 4925.682129
	Iteration 49Q: 3 clusters Score -2194641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2194649.750000 Penalty: 4925.682129
	Iteration 50Q: 3 clusters Score -2194650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2194646.750000 Penalty: 4925.682129
	Iteration 51Q: 3 clusters Score -2194647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2194651.750000 Penalty: 4925.682129
	Iteration 52Q: 3 clusters Score -2194652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2194651.500000 Penalty: 4925.682129
	Iteration 53Q: 3 clusters Score -2194652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2194653.000000 Penalty: 4925.682129
	Iteration 54Q: 3 clusters Score -2194653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2194654.750000 Penalty: 4925.682129
	Iteration 55Q: 3 clusters Score -2194655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2194656.250000 Penalty: 4925.682129
	Iteration 56Q: 3 clusters Score -2194656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2194658.750000 Penalty: 4925.682129
	Iteration 57Q: 3 clusters Score -2194659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2194663.000000 Penalty: 4925.682129
	Iteration 58Q: 3 clusters Score -2194663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2194660.750000 Penalty: 4925.682129
	Iteration 59Q: 3 clusters Score -2194661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2194663.250000 Penalty: 4925.682129
	Iteration 60F: 3 clusters Score -2194663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2194664.000000 Penalty: 4925.682129
	Iteration 61Q: 3 clusters Score -2194664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2194662.750000 Penalty: 4925.682129
	Iteration 62Q: 3 clusters Score -2194663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2194663.250000 Penalty: 4925.682129
	Iteration 63Q: 3 clusters Score -2194663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2194663.000000 Penalty: 4925.682129
	Iteration 64Q: 3 clusters Score -2194663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2194663.000000 Penalty: 4925.682129
	Iteration 65F: 3 clusters Score -2194663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -254924.156250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -254924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -252080.203125 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -252080.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -252623.625000 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -252623.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -252772.796875 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -252772.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -252861.031250 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -252861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -252923.031250 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -252923 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -252968.250000 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -252968.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -253014.359375 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -253014.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253050.671875 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -253050.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253073.187500 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -253073.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253093.265625 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -253093.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253109.640625 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -253109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -253119.468750 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -253119.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253135.046875 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -253135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -253144.187500 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -253144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253149.375000 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -253149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -253153.312500 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -253153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253157.968750 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -253158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -253163.703125 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -253163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253166.265625 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -253166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253168.531250 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -253168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253172.718750 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -253172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253176.843750 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -253176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253180.671875 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -253180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253182.015625 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -253182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253185.296875 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -253185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253187.953125 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -253188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253189.859375 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -253189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -253191.515625 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -253191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -253191.906250 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -253191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -253192.921875 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -253192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -253194.140625 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -253194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253195.953125 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -253196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253200.125000 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -253200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253202.453125 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -253202.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253205.671875 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -253205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253209.296875 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -253209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253211.703125 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -253211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -253213.453125 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -253213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253214.750000 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -253214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253215.500000 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -253215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253215.921875 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -253215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253216.734375 Penalty: 3847.497314
	Iteration 41Q: 3 clusters Score -253216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253216.718750 Penalty: 3847.497314
	Iteration 42Q: 3 clusters Score -253216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -253217.437500 Penalty: 3847.497314
	Iteration 43Q: 3 clusters Score -253217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253217.890625 Penalty: 3847.497314
	Iteration 44Q: 3 clusters Score -253217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253217.890625 Penalty: 3847.497314
	Iteration 45F: 3 clusters Score -253217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Entering Unmasked Estep 
Score: -7492587.000000 Penalty: 2745.442871
	Iteration 0F: 2 clusters Score -7492587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -7449299.500000 Penalty: 5490.885742
	Iteration 0F: 3 clusters Score -7449300 nChanged 29957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7466241.000000 Penalty: 5490.885742
	Iteration 1F: 3 clusters Score -7466241 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -7466894.000000 Penalty: 5490.885742
	Iteration 2Q: 3 clusters Score -7466894 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -7467620.500000 Penalty: 5490.885742
	Iteration 3Q: 3 clusters Score -7467620 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -7468476.500000 Penalty: 5490.885742
	Iteration 4Q: 3 clusters Score -7468476 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -7469530.000000 Penalty: 5490.885742
	Iteration 5Q: 3 clusters Score -7469530 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -7470833.500000 Penalty: 5490.885742
	Iteration 6Q: 3 clusters Score -7470834 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -7472747.500000 Penalty: 5490.885742
	Iteration 7F: 3 clusters Score -7472748 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -7475316.000000 Penalty: 5490.885742
	Iteration 8F: 3 clusters Score -7475316 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -7478747.000000 Penalty: 5490.885742
	Iteration 9F: 3 clusters Score -7478747 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -7482562.000000 Penalty: 5490.885742
	Iteration 10F: 3 clusters Score -7482562 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -7485926.000000 Penalty: 5490.885742
	Iteration 11F: 3 clusters Score -7485926 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7488169.000000 Penalty: 5490.885742
	Iteration 12Q: 3 clusters Score -7488169 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7489213.000000 Penalty: 5490.885742
	Iteration 13Q: 3 clusters Score -7489213 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7489715.000000 Penalty: 5490.885742
	Iteration 14Q: 3 clusters Score -7489715 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7489915.500000 Penalty: 5490.885742
	Iteration 15Q: 3 clusters Score -7489916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7490026.000000 Penalty: 5490.885742
	Iteration 16Q: 3 clusters Score -7490026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7490093.500000 Penalty: 5490.885742
	Iteration 17Q: 3 clusters Score -7490094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7490131.500000 Penalty: 5490.885742
	Iteration 18Q: 3 clusters Score -7490132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7490155.000000 Penalty: 5490.885742
	Iteration 19Q: 3 clusters Score -7490155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7490170.000000 Penalty: 5490.885742
	Iteration 20F: 3 clusters Score -7490170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7490181.000000 Penalty: 5490.885742
	Iteration 21Q: 3 clusters Score -7490181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7490183.000000 Penalty: 5490.885742
	Iteration 22Q: 3 clusters Score -7490183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7490193.500000 Penalty: 5490.885742
	Iteration 23Q: 3 clusters Score -7490194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7490195.000000 Penalty: 5490.885742
	Iteration 24Q: 3 clusters Score -7490195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7490195.500000 Penalty: 5490.885742
	Iteration 25Q: 3 clusters Score -7490196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7490197.500000 Penalty: 5490.885742
	Iteration 26Q: 3 clusters Score -7490198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7490199.000000 Penalty: 5490.885742
	Iteration 27Q: 3 clusters Score -7490199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7490208.000000 Penalty: 5490.885742
	Iteration 28Q: 3 clusters Score -7490208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7490210.500000 Penalty: 5490.885742
	Iteration 29Q: 3 clusters Score -7490210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7490215.500000 Penalty: 5490.885742
	Iteration 30Q: 3 clusters Score -7490216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7490217.000000 Penalty: 5490.885742
	Iteration 31Q: 3 clusters Score -7490217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7490218.000000 Penalty: 5490.885742
	Iteration 32Q: 3 clusters Score -7490218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7490218.000000 Penalty: 5490.885742
	Iteration 33F: 3 clusters Score -7490218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -433558.812500 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -433558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -429732.093750 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -429732.1 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430624.812500 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -430624.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -430845.625000 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -430845.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -431028.281250 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -431028.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -431151.656250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -431151.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -431256.593750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -431256.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -431345.125000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -431345.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -431461.750000 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -431461.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -431591.687500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -431591.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -431712.625000 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -431712.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -431828.812500 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -431828.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -431932.500000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -431932.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -432029.531250 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -432029.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -432121.281250 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -432121.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -432190.937500 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -432190.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -432257.312500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -432257.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -432310.781250 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -432310.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -432353.093750 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -432353.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -432388.625000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -432388.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -432409.906250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -432409.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -432434.468750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -432434.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -432471.062500 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -432471.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -432508.531250 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -432508.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -432534.500000 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -432534.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -432552.531250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -432552.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432561.562500 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -432561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -432566.343750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -432566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -432570.062500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -432570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -432576.312500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -432576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -432579.281250 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -432579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -432582.343750 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -432582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -432581.968750 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -432582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -432582.656250 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -432582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -432583.093750 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -432583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -432583.125000 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -432583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -432584.531250 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -432584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -432584.531250 Penalty: 4110.988770
	Iteration 36F: 3 clusters Score -432584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -930541.250000 Penalty: 2233.096680
	Iteration 0F: 2 clusters Score -930541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -924098.687500 Penalty: 4466.193359
	Iteration 0F: 3 clusters Score -924098.7 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -925971.312500 Penalty: 4466.193359
	Iteration 1F: 3 clusters Score -925971.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -926254.812500 Penalty: 4466.193359
	Iteration 2F: 3 clusters Score -926254.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -926432.375000 Penalty: 4466.193359
	Iteration 3Q: 3 clusters Score -926432.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -926572.500000 Penalty: 4466.193359
	Iteration 4Q: 3 clusters Score -926572.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -926709.562500 Penalty: 4466.193359
	Iteration 5Q: 3 clusters Score -926709.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -926833.375000 Penalty: 4466.193359
	Iteration 6Q: 3 clusters Score -926833.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -926954.625000 Penalty: 4466.193359
	Iteration 7Q: 3 clusters Score -926954.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -927071.500000 Penalty: 4466.193359
	Iteration 8Q: 3 clusters Score -927071.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -927207.000000 Penalty: 4466.193359
	Iteration 9Q: 3 clusters Score -927207 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -927358.000000 Penalty: 4466.193359
	Iteration 10Q: 3 clusters Score -927358 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -927516.062500 Penalty: 4466.193359
	Iteration 11Q: 3 clusters Score -927516.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -927693.187500 Penalty: 4466.193359
	Iteration 12Q: 3 clusters Score -927693.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -927890.750000 Penalty: 4466.193359
	Iteration 13Q: 3 clusters Score -927890.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -928080.562500 Penalty: 4466.193359
	Iteration 14Q: 3 clusters Score -928080.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -928255.812500 Penalty: 4466.193359
	Iteration 15Q: 3 clusters Score -928255.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -928392.062500 Penalty: 4466.193359
	Iteration 16Q: 3 clusters Score -928392.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -928496.187500 Penalty: 4466.193359
	Iteration 17Q: 3 clusters Score -928496.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -928581.187500 Penalty: 4466.193359
	Iteration 18Q: 3 clusters Score -928581.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -928647.250000 Penalty: 4466.193359
	Iteration 19Q: 3 clusters Score -928647.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -928682.062500 Penalty: 4466.193359
	Iteration 20F: 3 clusters Score -928682.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -928711.562500 Penalty: 4466.193359
	Iteration 21Q: 3 clusters Score -928711.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -928732.437500 Penalty: 4466.193359
	Iteration 22Q: 3 clusters Score -928732.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -928754.062500 Penalty: 4466.193359
	Iteration 23Q: 3 clusters Score -928754.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -928772.937500 Penalty: 4466.193359
	Iteration 24Q: 3 clusters Score -928772.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -928787.875000 Penalty: 4466.193359
	Iteration 25Q: 3 clusters Score -928787.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -928795.000000 Penalty: 4466.193359
	Iteration 26Q: 3 clusters Score -928795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -928802.937500 Penalty: 4466.193359
	Iteration 27Q: 3 clusters Score -928802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -928811.625000 Penalty: 4466.193359
	Iteration 28Q: 3 clusters Score -928811.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -928816.000000 Penalty: 4466.193359
	Iteration 29Q: 3 clusters Score -928816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -928817.187500 Penalty: 4466.193359
	Iteration 30Q: 3 clusters Score -928817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -928822.312500 Penalty: 4466.193359
	Iteration 31Q: 3 clusters Score -928822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -928825.500000 Penalty: 4466.193359
	Iteration 32Q: 3 clusters Score -928825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -928826.625000 Penalty: 4466.193359
	Iteration 33Q: 3 clusters Score -928826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -928829.687500 Penalty: 4466.193359
	Iteration 34Q: 3 clusters Score -928829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -928830.937500 Penalty: 4466.193359
	Iteration 35Q: 3 clusters Score -928830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -928830.187500 Penalty: 4466.193359
	Iteration 36Q: 3 clusters Score -928830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -928834.125000 Penalty: 4466.193359
	Iteration 37Q: 3 clusters Score -928834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -928833.687500 Penalty: 4466.193359
	Iteration 38Q: 3 clusters Score -928833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -928833.125000 Penalty: 4466.193359
	Iteration 39Q: 3 clusters Score -928833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -928833.187500 Penalty: 4466.193359
	Iteration 40F: 3 clusters Score -928833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -928833.687500 Penalty: 4466.193359
	Iteration 41Q: 3 clusters Score -928833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -928835.875000 Penalty: 4466.193359
	Iteration 42Q: 3 clusters Score -928835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -928835.875000 Penalty: 4466.193359
	Iteration 43F: 3 clusters Score -928835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -152359.390625 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -152359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -150235.171875 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -150235.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151359.031250 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -151359 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -152810.250000 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -152810.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153547.468750 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -153547.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153807.734375 Penalty: 3634.579346
	Iteration 4F: 3 clusters Score -153807.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153945.968750 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -153946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -154038.453125 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -154038.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -154078.718750 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -154078.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -154115.640625 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -154115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -154145.937500 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -154145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -154163.500000 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -154163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -154175.218750 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -154175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -154178.296875 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -154178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -154179.515625 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -154179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -154180.953125 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -154181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -154180.953125 Penalty: 3634.579346
	Iteration 15F: 3 clusters Score -154181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103809 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 509 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32071 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142800 members 
Mstep: Class 23 contains 168508 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1013 members 
Entering Unmasked Estep 
Score: -114635288.000000 Penalty: 85761.351562
Splitting cluster 12 changes total score from -114635288.000000 to -114635288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (32022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Entering Unmasked Estep 
Score: -3599276.500000 Penalty: 2572.796387
	Iteration 0F: 2 clusters Score -3599276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3577465.750000 Penalty: 5145.592773
	Iteration 0F: 3 clusters Score -3577466 nChanged 14505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3585275.000000 Penalty: 5145.592773
	Iteration 1F: 3 clusters Score -3585275 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3585878.000000 Penalty: 5145.592773
	Iteration 2F: 3 clusters Score -3585878 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3586519.250000 Penalty: 5145.592773
	Iteration 3Q: 3 clusters Score -3586519 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3587258.000000 Penalty: 5145.592773
	Iteration 4F: 3 clusters Score -3587258 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3588242.750000 Penalty: 5145.592773
	Iteration 5F: 3 clusters Score -3588243 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3589451.750000 Penalty: 5145.592773
	Iteration 6F: 3 clusters Score -3589452 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3590846.000000 Penalty: 5145.592773
	Iteration 7F: 3 clusters Score -3590846 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3592112.750000 Penalty: 5145.592773
	Iteration 8F: 3 clusters Score -3592113 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3593113.250000 Penalty: 5145.592773
	Iteration 9Q: 3 clusters Score -3593113 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3593918.500000 Penalty: 5145.592773
	Iteration 10Q: 3 clusters Score -3593918 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3594630.750000 Penalty: 5145.592773
	Iteration 11Q: 3 clusters Score -3594631 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3595365.500000 Penalty: 5145.592773
	Iteration 12Q: 3 clusters Score -3595366 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3596089.500000 Penalty: 5145.592773
	Iteration 13Q: 3 clusters Score -3596090 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3596524.250000 Penalty: 5145.592773
	Iteration 14Q: 3 clusters Score -3596524 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3596755.000000 Penalty: 5145.592773
	Iteration 15Q: 3 clusters Score -3596755 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3596882.500000 Penalty: 5145.592773
	Iteration 16Q: 3 clusters Score -3596882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3596973.000000 Penalty: 5145.592773
	Iteration 17Q: 3 clusters Score -3596973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3597025.250000 Penalty: 5145.592773
	Iteration 18Q: 3 clusters Score -3597025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3597071.000000 Penalty: 5145.592773
	Iteration 19Q: 3 clusters Score -3597071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3597090.750000 Penalty: 5145.592773
	Iteration 20F: 3 clusters Score -3597091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3597106.500000 Penalty: 5145.592773
	Iteration 21Q: 3 clusters Score -3597106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3597127.000000 Penalty: 5145.592773
	Iteration 22Q: 3 clusters Score -3597127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3597139.750000 Penalty: 5145.592773
	Iteration 23Q: 3 clusters Score -3597140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3597139.750000 Penalty: 5145.592773
	Iteration 24Q: 3 clusters Score -3597140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -3597150.250000 Penalty: 5145.592773
	Iteration 25Q: 3 clusters Score -3597150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3597148.750000 Penalty: 5145.592773
	Iteration 26Q: 3 clusters Score -3597149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3597154.500000 Penalty: 5145.592773
	Iteration 27Q: 3 clusters Score -3597154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3597151.250000 Penalty: 5145.592773
	Iteration 28Q: 3 clusters Score -3597151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3597155.250000 Penalty: 5145.592773
	Iteration 29Q: 3 clusters Score -3597155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3597159.000000 Penalty: 5145.592773
	Iteration 30Q: 3 clusters Score -3597159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3597156.250000 Penalty: 5145.592773
	Iteration 31Q: 3 clusters Score -3597156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3597159.000000 Penalty: 5145.592773
	Iteration 32Q: 3 clusters Score -3597159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3597161.000000 Penalty: 5145.592773
	Iteration 33Q: 3 clusters Score -3597161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3597164.500000 Penalty: 5145.592773
	Iteration 34Q: 3 clusters Score -3597164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3597170.500000 Penalty: 5145.592773
	Iteration 35Q: 3 clusters Score -3597170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3597174.000000 Penalty: 5145.592773
	Iteration 36Q: 3 clusters Score -3597174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3597175.750000 Penalty: 5145.592773
	Iteration 37Q: 3 clusters Score -3597176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3597174.250000 Penalty: 5145.592773
	Iteration 38Q: 3 clusters Score -3597174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3597176.250000 Penalty: 5145.592773
	Iteration 39Q: 3 clusters Score -3597176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3597176.250000 Penalty: 5145.592773
	Iteration 40F: 3 clusters Score -3597176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -414851.187500 Penalty: 2033.535156
	Iteration 0F: 2 clusters Score -414851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -411201.687500 Penalty: 4067.070312
	Iteration 0F: 3 clusters Score -411201.7 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -411982.187500 Penalty: 4067.070312
	Iteration 1F: 3 clusters Score -411982.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -412141.937500 Penalty: 4067.070312
	Iteration 2F: 3 clusters Score -412141.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -412250.031250 Penalty: 4067.070312
	Iteration 3Q: 3 clusters Score -412250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -412308.937500 Penalty: 4067.070312
	Iteration 4Q: 3 clusters Score -412308.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412354.968750 Penalty: 4067.070312
	Iteration 5Q: 3 clusters Score -412355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -412383.062500 Penalty: 4067.070312
	Iteration 6Q: 3 clusters Score -412383.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -412407.406250 Penalty: 4067.070312
	Iteration 7Q: 3 clusters Score -412407.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -412430.187500 Penalty: 4067.070312
	Iteration 8Q: 3 clusters Score -412430.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -412448.062500 Penalty: 4067.070312
	Iteration 9Q: 3 clusters Score -412448.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -412468.500000 Penalty: 4067.070312
	Iteration 10Q: 3 clusters Score -412468.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -412483.343750 Penalty: 4067.070312
	Iteration 11Q: 3 clusters Score -412483.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -412505.218750 Penalty: 4067.070312
	Iteration 12Q: 3 clusters Score -412505.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -412525.468750 Penalty: 4067.070312
	Iteration 13Q: 3 clusters Score -412525.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -412547.500000 Penalty: 4067.070312
	Iteration 14Q: 3 clusters Score -412547.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -412567.718750 Penalty: 4067.070312
	Iteration 15Q: 3 clusters Score -412567.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -412591.875000 Penalty: 4067.070312
	Iteration 16Q: 3 clusters Score -412591.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -412611.718750 Penalty: 4067.070312
	Iteration 17Q: 3 clusters Score -412611.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -412629.750000 Penalty: 4067.070312
	Iteration 18Q: 3 clusters Score -412629.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -412647.937500 Penalty: 4067.070312
	Iteration 19Q: 3 clusters Score -412647.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -412667.968750 Penalty: 4067.070312
	Iteration 20F: 3 clusters Score -412668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -412692.156250 Penalty: 4067.070312
	Iteration 21Q: 3 clusters Score -412692.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412717.812500 Penalty: 4067.070312
	Iteration 22Q: 3 clusters Score -412717.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -412743.218750 Penalty: 4067.070312
	Iteration 23Q: 3 clusters Score -412743.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -412770.406250 Penalty: 4067.070312
	Iteration 24Q: 3 clusters Score -412770.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -412798.250000 Penalty: 4067.070312
	Iteration 25Q: 3 clusters Score -412798.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -412835.656250 Penalty: 4067.070312
	Iteration 26Q: 3 clusters Score -412835.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -412880.781250 Penalty: 4067.070312
	Iteration 27Q: 3 clusters Score -412880.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -412931.031250 Penalty: 4067.070312
	Iteration 28Q: 3 clusters Score -412931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -412975.031250 Penalty: 4067.070312
	Iteration 29Q: 3 clusters Score -412975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -413027.843750 Penalty: 4067.070312
	Iteration 30Q: 3 clusters Score -413027.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -413077.312500 Penalty: 4067.070312
	Iteration 31Q: 3 clusters Score -413077.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -413140.718750 Penalty: 4067.070312
	Iteration 32Q: 3 clusters Score -413140.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -413196.500000 Penalty: 4067.070312
	Iteration 33Q: 3 clusters Score -413196.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -413266.062500 Penalty: 4067.070312
	Iteration 34Q: 3 clusters Score -413266.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -413336.906250 Penalty: 4067.070312
	Iteration 35Q: 3 clusters Score -413336.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -413414.937500 Penalty: 4067.070312
	Iteration 36Q: 3 clusters Score -413414.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -413478.625000 Penalty: 4067.070312
	Iteration 37Q: 3 clusters Score -413478.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -413557.656250 Penalty: 4067.070312
	Iteration 38Q: 3 clusters Score -413557.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -413673.562500 Penalty: 4067.070312
	Iteration 39Q: 3 clusters Score -413673.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -413820.312500 Penalty: 4067.070312
	Iteration 40F: 3 clusters Score -413820.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -413983.031250 Penalty: 4067.070312
	Iteration 41Q: 3 clusters Score -413983 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -414152.843750 Penalty: 4067.070312
	Iteration 42Q: 3 clusters Score -414152.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -414299.500000 Penalty: 4067.070312
	Iteration 43Q: 3 clusters Score -414299.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -414413.437500 Penalty: 4067.070312
	Iteration 44Q: 3 clusters Score -414413.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -414476.968750 Penalty: 4067.070312
	Iteration 45Q: 3 clusters Score -414477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -414523.593750 Penalty: 4067.070312
	Iteration 46Q: 3 clusters Score -414523.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -414552.781250 Penalty: 4067.070312
	Iteration 47Q: 3 clusters Score -414552.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -414573.093750 Penalty: 4067.070312
	Iteration 48Q: 3 clusters Score -414573.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414584.750000 Penalty: 4067.070312
	Iteration 49Q: 3 clusters Score -414584.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -414591.531250 Penalty: 4067.070312
	Iteration 50Q: 3 clusters Score -414591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -414593.875000 Penalty: 4067.070312
	Iteration 51Q: 3 clusters Score -414593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -414594.906250 Penalty: 4067.070312
	Iteration 52Q: 3 clusters Score -414594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -414594.906250 Penalty: 4067.070312
	Iteration 53F: 3 clusters Score -414594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -706810.875000 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -706810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -701638.437500 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -701638.4 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -702862.937500 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -702862.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -703107.500000 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -703107.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -703264.500000 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -703264.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -703367.125000 Penalty: 4321.773438
	Iteration 4Q: 3 clusters Score -703367.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -703441.750000 Penalty: 4321.773438
	Iteration 5Q: 3 clusters Score -703441.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -703504.875000 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -703504.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -703553.750000 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -703553.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -703592.500000 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -703592.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -703628.437500 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -703628.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -703664.937500 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -703664.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -703702.687500 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -703702.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -703748.625000 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -703748.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -703791.562500 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -703791.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -703826.812500 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -703826.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -703876.000000 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -703876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -703929.687500 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -703929.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -703977.687500 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -703977.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -704038.437500 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -704038.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -704107.687500 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -704107.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -704177.625000 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -704177.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -704250.812500 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -704250.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -704328.250000 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -704328.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -704412.875000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -704412.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -704495.937500 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -704495.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -704566.000000 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -704566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -704627.625000 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -704627.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -704677.437500 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -704677.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -704719.062500 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -704719.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -704753.000000 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -704753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -704774.250000 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -704774.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -704797.187500 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -704797.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -704815.687500 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -704815.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -704829.812500 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -704829.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -704842.562500 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -704842.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -704846.500000 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -704846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -704851.687500 Penalty: 4321.773438
	Iteration 36Q: 3 clusters Score -704851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -704855.062500 Penalty: 4321.773438
	Iteration 37Q: 3 clusters Score -704855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -704857.250000 Penalty: 4321.773438
	Iteration 38Q: 3 clusters Score -704857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -704856.937500 Penalty: 4321.773438
	Iteration 39Q: 3 clusters Score -704856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -704860.187500 Penalty: 4321.773438
	Iteration 40F: 3 clusters Score -704860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -704864.375000 Penalty: 4321.773438
	Iteration 41Q: 3 clusters Score -704864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -704867.000000 Penalty: 4321.773438
	Iteration 42Q: 3 clusters Score -704867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -704870.687500 Penalty: 4321.773438
	Iteration 43Q: 3 clusters Score -704870.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -704872.750000 Penalty: 4321.773438
	Iteration 44Q: 3 clusters Score -704872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -704876.875000 Penalty: 4321.773438
	Iteration 45Q: 3 clusters Score -704876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -704881.062500 Penalty: 4321.773438
	Iteration 46Q: 3 clusters Score -704881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -704882.625000 Penalty: 4321.773438
	Iteration 47Q: 3 clusters Score -704882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -704883.500000 Penalty: 4321.773438
	Iteration 48Q: 3 clusters Score -704883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -704884.187500 Penalty: 4321.773438
	Iteration 49Q: 3 clusters Score -704884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -704884.187500 Penalty: 4321.773438
	Iteration 50F: 3 clusters Score -704884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -105176.789062 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -105176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103182.718750 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -103182.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103488.250000 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -103488.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103611.359375 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -103611.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -103768.382812 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -103768.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -103910.328125 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -103910.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104036.609375 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -104036.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104130.781250 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -104130.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104205.140625 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -104205.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -104317.523438 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -104317.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104410.523438 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -104410.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104489.968750 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -104490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104577.453125 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -104577.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104664.984375 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -104665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104794.554688 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -104794.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104950.007812 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -104950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105088.937500 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -105088.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105254.648438 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -105254.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105530.937500 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -105530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106237.453125 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -106237.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -106273.757812 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -106273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106299.382812 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -106299.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106348.304688 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -106348.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106401.976562 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -106402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106447.429688 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -106447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106517.164062 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -106517.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106702.531250 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -106702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106766.031250 Penalty: 3459.341553
	Iteration 26Q: 3 clusters Score -106766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106766.031250 Penalty: 3459.341553
	Iteration 27F: 3 clusters Score -106766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103809 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32071 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142800 members 
Mstep: Class 23 contains 168508 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 569 members 
Entering Unmasked Estep 
Score: -114635160.000000 Penalty: 85761.351562
Splitting cluster 16 changes total score from -114635288.000000 to -114635160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (21432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Entering Unmasked Estep 
Score: -2516587.750000 Penalty: 2473.214844
	Iteration 0F: 2 clusters Score -2516588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2501533.250000 Penalty: 4946.429688
	Iteration 0F: 3 clusters Score -2501533 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2506685.500000 Penalty: 4946.429688
	Iteration 1F: 3 clusters Score -2506686 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2507092.250000 Penalty: 4946.429688
	Iteration 2Q: 3 clusters Score -2507092 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2507497.500000 Penalty: 4946.429688
	Iteration 3Q: 3 clusters Score -2507498 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2507901.750000 Penalty: 4946.429688
	Iteration 4Q: 3 clusters Score -2507902 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2508421.000000 Penalty: 4946.429688
	Iteration 5Q: 3 clusters Score -2508421 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2509138.000000 Penalty: 4946.429688
	Iteration 6F: 3 clusters Score -2509138 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2510049.000000 Penalty: 4946.429688
	Iteration 7F: 3 clusters Score -2510049 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2511054.000000 Penalty: 4946.429688
	Iteration 8F: 3 clusters Score -2511054 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2512076.250000 Penalty: 4946.429688
	Iteration 9F: 3 clusters Score -2512076 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2512897.250000 Penalty: 4946.429688
	Iteration 10Q: 3 clusters Score -2512897 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2513464.000000 Penalty: 4946.429688
	Iteration 11Q: 3 clusters Score -2513464 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2513839.000000 Penalty: 4946.429688
	Iteration 12Q: 3 clusters Score -2513839 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2514063.000000 Penalty: 4946.429688
	Iteration 13Q: 3 clusters Score -2514063 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2514220.750000 Penalty: 4946.429688
	Iteration 14Q: 3 clusters Score -2514221 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2514316.500000 Penalty: 4946.429688
	Iteration 15Q: 3 clusters Score -2514316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2514377.000000 Penalty: 4946.429688
	Iteration 16Q: 3 clusters Score -2514377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2514411.500000 Penalty: 4946.429688
	Iteration 17Q: 3 clusters Score -2514412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2514440.250000 Penalty: 4946.429688
	Iteration 18Q: 3 clusters Score -2514440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2514465.250000 Penalty: 4946.429688
	Iteration 19Q: 3 clusters Score -2514465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2514479.500000 Penalty: 4946.429688
	Iteration 20F: 3 clusters Score -2514480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2514488.250000 Penalty: 4946.429688
	Iteration 21Q: 3 clusters Score -2514488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2514499.750000 Penalty: 4946.429688
	Iteration 22Q: 3 clusters Score -2514500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2514505.500000 Penalty: 4946.429688
	Iteration 23Q: 3 clusters Score -2514506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2514512.000000 Penalty: 4946.429688
	Iteration 24Q: 3 clusters Score -2514512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2514518.500000 Penalty: 4946.429688
	Iteration 25Q: 3 clusters Score -2514518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2514522.250000 Penalty: 4946.429688
	Iteration 26Q: 3 clusters Score -2514522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2514524.000000 Penalty: 4946.429688
	Iteration 27Q: 3 clusters Score -2514524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2514525.750000 Penalty: 4946.429688
	Iteration 28Q: 3 clusters Score -2514526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2514527.500000 Penalty: 4946.429688
	Iteration 29Q: 3 clusters Score -2514528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2514529.000000 Penalty: 4946.429688
	Iteration 30Q: 3 clusters Score -2514529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2514531.000000 Penalty: 4946.429688
	Iteration 31Q: 3 clusters Score -2514531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2514534.250000 Penalty: 4946.429688
	Iteration 32Q: 3 clusters Score -2514534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2514534.000000 Penalty: 4946.429688
	Iteration 33Q: 3 clusters Score -2514534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2514534.000000 Penalty: 4946.429688
	Iteration 34F: 3 clusters Score -2514534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -299100.062500 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -299100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -296156.500000 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -296156.5 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -296717.906250 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -296717.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -296860.125000 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -296860.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -296938.093750 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -296938.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297012.875000 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -297012.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -297056.187500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -297056.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -297086.843750 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -297086.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -297118.218750 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -297118.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -297142.187500 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -297142.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -297160.000000 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -297160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -297173.875000 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -297173.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -297182.875000 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -297182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297187.281250 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -297187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -297193.562500 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -297193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297197.031250 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -297197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -297200.531250 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -297200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -297204.281250 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -297204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -297206.812500 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -297206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297207.406250 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -297207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -297207.656250 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -297207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -297208.218750 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -297208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297208.093750 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -297208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297208.250000 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -297208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297208.250000 Penalty: 3882.904541
	Iteration 23F: 3 clusters Score -297208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Entering Unmasked Estep 
Score: -5304133.500000 Penalty: 2658.653809
	Iteration 0F: 2 clusters Score -5304134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5273621.500000 Penalty: 5317.307617
	Iteration 0F: 3 clusters Score -5273622 nChanged 20688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -5284988.500000 Penalty: 5317.307617
	Iteration 1F: 3 clusters Score -5284988 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5285537.000000 Penalty: 5317.307617
	Iteration 2Q: 3 clusters Score -5285537 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5286282.000000 Penalty: 5317.307617
	Iteration 3Q: 3 clusters Score -5286282 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5287289.000000 Penalty: 5317.307617
	Iteration 4Q: 3 clusters Score -5287289 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5288833.000000 Penalty: 5317.307617
	Iteration 5F: 3 clusters Score -5288833 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5291381.000000 Penalty: 5317.307617
	Iteration 6F: 3 clusters Score -5291381 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5294786.500000 Penalty: 5317.307617
	Iteration 7F: 3 clusters Score -5294786 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5298087.500000 Penalty: 5317.307617
	Iteration 8F: 3 clusters Score -5298088 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5300155.000000 Penalty: 5317.307617
	Iteration 9Q: 3 clusters Score -5300155 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -5301071.500000 Penalty: 5317.307617
	Iteration 10Q: 3 clusters Score -5301072 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5301436.500000 Penalty: 5317.307617
	Iteration 11Q: 3 clusters Score -5301436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -5301597.500000 Penalty: 5317.307617
	Iteration 12Q: 3 clusters Score -5301598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5301661.500000 Penalty: 5317.307617
	Iteration 13Q: 3 clusters Score -5301662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5301707.500000 Penalty: 5317.307617
	Iteration 14Q: 3 clusters Score -5301708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -5301729.500000 Penalty: 5317.307617
	Iteration 15Q: 3 clusters Score -5301730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5301740.500000 Penalty: 5317.307617
	Iteration 16Q: 3 clusters Score -5301740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -5301747.000000 Penalty: 5317.307617
	Iteration 17Q: 3 clusters Score -5301747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5301754.000000 Penalty: 5317.307617
	Iteration 18Q: 3 clusters Score -5301754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5301766.500000 Penalty: 5317.307617
	Iteration 19Q: 3 clusters Score -5301766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -5301767.500000 Penalty: 5317.307617
	Iteration 20F: 3 clusters Score -5301768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -5301788.000000 Penalty: 5317.307617
	Iteration 21Q: 3 clusters Score -5301788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -5301791.000000 Penalty: 5317.307617
	Iteration 22Q: 3 clusters Score -5301791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5301793.500000 Penalty: 5317.307617
	Iteration 23Q: 3 clusters Score -5301794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5301794.500000 Penalty: 5317.307617
	Iteration 24Q: 3 clusters Score -5301794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5301793.500000 Penalty: 5317.307617
	Iteration 25Q: 3 clusters Score -5301794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5301798.000000 Penalty: 5317.307617
	Iteration 26Q: 3 clusters Score -5301798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5301798.000000 Penalty: 5317.307617
	Iteration 27F: 3 clusters Score -5301798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Entering Unmasked Estep 
Score: -3761853.000000 Penalty: 2573.175537
	Iteration 0F: 2 clusters Score -3761853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3739864.750000 Penalty: 5146.351074
	Iteration 0F: 3 clusters Score -3739865 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3747909.250000 Penalty: 5146.351074
	Iteration 1F: 3 clusters Score -3747909 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3748354.250000 Penalty: 5146.351074
	Iteration 2Q: 3 clusters Score -3748354 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3748716.000000 Penalty: 5146.351074
	Iteration 3Q: 3 clusters Score -3748716 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3749090.250000 Penalty: 5146.351074
	Iteration 4Q: 3 clusters Score -3749090 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3749465.250000 Penalty: 5146.351074
	Iteration 5Q: 3 clusters Score -3749465 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3749978.750000 Penalty: 5146.351074
	Iteration 6Q: 3 clusters Score -3749979 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3750508.750000 Penalty: 5146.351074
	Iteration 7Q: 3 clusters Score -3750509 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3751101.250000 Penalty: 5146.351074
	Iteration 8Q: 3 clusters Score -3751101 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3751879.000000 Penalty: 5146.351074
	Iteration 9Q: 3 clusters Score -3751879 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3752770.250000 Penalty: 5146.351074
	Iteration 10Q: 3 clusters Score -3752770 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3753767.500000 Penalty: 5146.351074
	Iteration 11Q: 3 clusters Score -3753768 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3754782.750000 Penalty: 5146.351074
	Iteration 12Q: 3 clusters Score -3754783 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3755671.750000 Penalty: 5146.351074
	Iteration 13Q: 3 clusters Score -3755672 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3756458.500000 Penalty: 5146.351074
	Iteration 14Q: 3 clusters Score -3756458 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3757056.750000 Penalty: 5146.351074
	Iteration 15Q: 3 clusters Score -3757057 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3757528.250000 Penalty: 5146.351074
	Iteration 16Q: 3 clusters Score -3757528 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3757871.000000 Penalty: 5146.351074
	Iteration 17Q: 3 clusters Score -3757871 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3758153.750000 Penalty: 5146.351074
	Iteration 18Q: 3 clusters Score -3758154 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3758383.500000 Penalty: 5146.351074
	Iteration 19Q: 3 clusters Score -3758384 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3758601.250000 Penalty: 5146.351074
	Iteration 20F: 3 clusters Score -3758601 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3758781.750000 Penalty: 5146.351074
	Iteration 21Q: 3 clusters Score -3758782 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3758934.000000 Penalty: 5146.351074
	Iteration 22Q: 3 clusters Score -3758934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3759069.750000 Penalty: 5146.351074
	Iteration 23Q: 3 clusters Score -3759070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3759168.500000 Penalty: 5146.351074
	Iteration 24Q: 3 clusters Score -3759168 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3759263.500000 Penalty: 5146.351074
	Iteration 25Q: 3 clusters Score -3759264 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3759321.500000 Penalty: 5146.351074
	Iteration 26Q: 3 clusters Score -3759322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3759377.000000 Penalty: 5146.351074
	Iteration 27Q: 3 clusters Score -3759377 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3759422.500000 Penalty: 5146.351074
	Iteration 28Q: 3 clusters Score -3759422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3759459.000000 Penalty: 5146.351074
	Iteration 29Q: 3 clusters Score -3759459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3759498.250000 Penalty: 5146.351074
	Iteration 30Q: 3 clusters Score -3759498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3759527.000000 Penalty: 5146.351074
	Iteration 31Q: 3 clusters Score -3759527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -3759546.000000 Penalty: 5146.351074
	Iteration 32Q: 3 clusters Score -3759546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3759571.250000 Penalty: 5146.351074
	Iteration 33Q: 3 clusters Score -3759571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -3759590.750000 Penalty: 5146.351074
	Iteration 34Q: 3 clusters Score -3759591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3759617.000000 Penalty: 5146.351074
	Iteration 35Q: 3 clusters Score -3759617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3759632.500000 Penalty: 5146.351074
	Iteration 36Q: 3 clusters Score -3759632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3759645.000000 Penalty: 5146.351074
	Iteration 37Q: 3 clusters Score -3759645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3759651.500000 Penalty: 5146.351074
	Iteration 38Q: 3 clusters Score -3759652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3759655.500000 Penalty: 5146.351074
	Iteration 39Q: 3 clusters Score -3759656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -3759666.000000 Penalty: 5146.351074
	Iteration 40F: 3 clusters Score -3759666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3759667.250000 Penalty: 5146.351074
	Iteration 41Q: 3 clusters Score -3759667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -3759664.250000 Penalty: 5146.351074
	Iteration 42Q: 3 clusters Score -3759664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -3759670.250000 Penalty: 5146.351074
	Iteration 43Q: 3 clusters Score -3759670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -3759675.000000 Penalty: 5146.351074
	Iteration 44Q: 3 clusters Score -3759675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3759679.250000 Penalty: 5146.351074
	Iteration 45Q: 3 clusters Score -3759679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3759678.250000 Penalty: 5146.351074
	Iteration 46Q: 3 clusters Score -3759678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3759685.500000 Penalty: 5146.351074
	Iteration 47Q: 3 clusters Score -3759686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3759684.750000 Penalty: 5146.351074
	Iteration 48Q: 3 clusters Score -3759685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3759685.750000 Penalty: 5146.351074
	Iteration 49Q: 3 clusters Score -3759686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3759692.250000 Penalty: 5146.351074
	Iteration 50Q: 3 clusters Score -3759692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -3759693.000000 Penalty: 5146.351074
	Iteration 51Q: 3 clusters Score -3759693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -3759693.000000 Penalty: 5146.351074
	Iteration 52F: 3 clusters Score -3759693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -22324.285156 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -22324.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21147.042969 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -21147.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21249.302734 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -21249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21292.210938 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -21292.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21327.173828 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -21327.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21364.640625 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -21364.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21372.353516 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -21372.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21376.113281 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -21376.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21386.974609 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -21386.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21395.658203 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -21395.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21397.126953 Penalty: 2742.596680
	Iteration 9Q: 3 clusters Score -21397.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21401.677734 Penalty: 2742.596680
	Iteration 10Q: 3 clusters Score -21401.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21401.677734 Penalty: 2742.596680
	Iteration 11F: 3 clusters Score -21401.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Entering Unmasked Estep 
Score: -16509836.000000 Penalty: 2943.561768
	Iteration 0F: 2 clusters Score -1.650984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -16414875.000000 Penalty: 5887.123535
	Iteration 0F: 3 clusters Score -1.641488e+07 nChanged 68004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -16454638.000000 Penalty: 5887.123535
	Iteration 1F: 3 clusters Score -1.645464e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -16456038.000000 Penalty: 5887.123535
	Iteration 2Q: 3 clusters Score -1.645604e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -16457676.000000 Penalty: 5887.123535
	Iteration 3Q: 3 clusters Score -1.645768e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -16459818.000000 Penalty: 5887.123535
	Iteration 4Q: 3 clusters Score -1.645982e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -16462631.000000 Penalty: 5887.123535
	Iteration 5Q: 3 clusters Score -1.646263e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -16466529.000000 Penalty: 5887.123535
	Iteration 6Q: 3 clusters Score -1.646653e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -16471695.000000 Penalty: 5887.123535
	Iteration 7F: 3 clusters Score -1.64717e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -16477572.000000 Penalty: 5887.123535
	Iteration 8F: 3 clusters Score -1.647757e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -16482610.000000 Penalty: 5887.123535
	Iteration 9F: 3 clusters Score -1.648261e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -16485969.000000 Penalty: 5887.123535
	Iteration 10Q: 3 clusters Score -1.648597e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -16487682.000000 Penalty: 5887.123535
	Iteration 11Q: 3 clusters Score -1.648768e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -16488409.000000 Penalty: 5887.123535
	Iteration 12Q: 3 clusters Score -1.648841e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -16488878.000000 Penalty: 5887.123535
	Iteration 13Q: 3 clusters Score -1.648888e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -16489378.000000 Penalty: 5887.123535
	Iteration 14Q: 3 clusters Score -1.648938e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -16489906.000000 Penalty: 5887.123535
	Iteration 15Q: 3 clusters Score -1.648991e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -16490614.000000 Penalty: 5887.123535
	Iteration 16Q: 3 clusters Score -1.649061e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -16491263.000000 Penalty: 5887.123535
	Iteration 17Q: 3 clusters Score -1.649126e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -16491978.000000 Penalty: 5887.123535
	Iteration 18Q: 3 clusters Score -1.649198e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -16492803.000000 Penalty: 5887.123535
	Iteration 19Q: 3 clusters Score -1.64928e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -16493530.000000 Penalty: 5887.123535
	Iteration 20F: 3 clusters Score -1.649353e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -16494229.000000 Penalty: 5887.123535
	Iteration 21Q: 3 clusters Score -1.649423e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -16494963.000000 Penalty: 5887.123535
	Iteration 22Q: 3 clusters Score -1.649496e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -16495739.000000 Penalty: 5887.123535
	Iteration 23Q: 3 clusters Score -1.649574e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -16496560.000000 Penalty: 5887.123535
	Iteration 24Q: 3 clusters Score -1.649656e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118134 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -16497284.000000 Penalty: 5887.123535
	Iteration 25Q: 3 clusters Score -1.649728e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -16498021.000000 Penalty: 5887.123535
	Iteration 26Q: 3 clusters Score -1.649802e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122444 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -16498697.000000 Penalty: 5887.123535
	Iteration 27Q: 3 clusters Score -1.64987e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -16499425.000000 Penalty: 5887.123535
	Iteration 28Q: 3 clusters Score -1.649942e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -16500153.000000 Penalty: 5887.123535
	Iteration 29Q: 3 clusters Score -1.650015e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128587 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -16501023.000000 Penalty: 5887.123535
	Iteration 30Q: 3 clusters Score -1.650102e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130471 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -16501826.000000 Penalty: 5887.123535
	Iteration 31Q: 3 clusters Score -1.650183e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132286 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -16502600.000000 Penalty: 5887.123535
	Iteration 32Q: 3 clusters Score -1.65026e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133971 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -16503432.000000 Penalty: 5887.123535
	Iteration 33Q: 3 clusters Score -1.650343e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135475 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -16504181.000000 Penalty: 5887.123535
	Iteration 34Q: 3 clusters Score -1.650418e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -16504940.000000 Penalty: 5887.123535
	Iteration 35Q: 3 clusters Score -1.650494e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137859 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -16505518.000000 Penalty: 5887.123535
	Iteration 36Q: 3 clusters Score -1.650552e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -16506024.000000 Penalty: 5887.123535
	Iteration 37Q: 3 clusters Score -1.650602e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139408 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -16506360.000000 Penalty: 5887.123535
	Iteration 38Q: 3 clusters Score -1.650636e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -16506648.000000 Penalty: 5887.123535
	Iteration 39Q: 3 clusters Score -1.650665e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140273 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -16506930.000000 Penalty: 5887.123535
	Iteration 40F: 3 clusters Score -1.650693e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140548 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -16507138.000000 Penalty: 5887.123535
	Iteration 41Q: 3 clusters Score -1.650714e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140731 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -16507335.000000 Penalty: 5887.123535
	Iteration 42Q: 3 clusters Score -1.650734e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140859 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -16507466.000000 Penalty: 5887.123535
	Iteration 43Q: 3 clusters Score -1.650747e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -16507527.000000 Penalty: 5887.123535
	Iteration 44Q: 3 clusters Score -1.650753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141007 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -16507528.000000 Penalty: 5887.123535
	Iteration 45Q: 3 clusters Score -1.650753e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141047 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -16507557.000000 Penalty: 5887.123535
	Iteration 46Q: 3 clusters Score -1.650756e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141070 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -16507575.000000 Penalty: 5887.123535
	Iteration 47Q: 3 clusters Score -1.650758e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141085 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16507591.000000 Penalty: 5887.123535
	Iteration 48Q: 3 clusters Score -1.650759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141099 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16507572.000000 Penalty: 5887.123535
	Iteration 49Q: 3 clusters Score -1.650757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141108 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16507565.000000 Penalty: 5887.123535
	Iteration 50Q: 3 clusters Score -1.650756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -16507576.000000 Penalty: 5887.123535
	Iteration 51Q: 3 clusters Score -1.650758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141129 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16507577.000000 Penalty: 5887.123535
	Iteration 52Q: 3 clusters Score -1.650758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141135 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -16507561.000000 Penalty: 5887.123535
	Iteration 53Q: 3 clusters Score -1.650756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16507576.000000 Penalty: 5887.123535
	Iteration 54Q: 3 clusters Score -1.650758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -16507572.000000 Penalty: 5887.123535
	Iteration 55Q: 3 clusters Score -1.650757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141148 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16507573.000000 Penalty: 5887.123535
	Iteration 56Q: 3 clusters Score -1.650757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16507584.000000 Penalty: 5887.123535
	Iteration 57Q: 3 clusters Score -1.650758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16507588.000000 Penalty: 5887.123535
	Iteration 58Q: 3 clusters Score -1.650759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141150 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -16507590.000000 Penalty: 5887.123535
	Iteration 59Q: 3 clusters Score -1.650759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -16507590.000000 Penalty: 5887.123535
	Iteration 60F: 3 clusters Score -1.650759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141155 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -16507589.000000 Penalty: 5887.123535
	Iteration 61Q: 3 clusters Score -1.650759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141158 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16507596.000000 Penalty: 5887.123535
	Iteration 62Q: 3 clusters Score -1.65076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141160 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16507610.000000 Penalty: 5887.123535
	Iteration 63Q: 3 clusters Score -1.650761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141160 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16507606.000000 Penalty: 5887.123535
	Iteration 64Q: 3 clusters Score -1.650761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141160 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16507600.000000 Penalty: 5887.123535
	Iteration 65Q: 3 clusters Score -1.65076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -16507597.000000 Penalty: 5887.123535
	Iteration 66Q: 3 clusters Score -1.65076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16507602.000000 Penalty: 5887.123535
	Iteration 67Q: 3 clusters Score -1.65076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16507598.000000 Penalty: 5887.123535
	Iteration 68Q: 3 clusters Score -1.65076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141165 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16507601.000000 Penalty: 5887.123535
	Iteration 69Q: 3 clusters Score -1.65076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -16507604.000000 Penalty: 5887.123535
	Iteration 70Q: 3 clusters Score -1.65076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141167 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16507597.000000 Penalty: 5887.123535
	Iteration 71Q: 3 clusters Score -1.65076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141169 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -16507592.000000 Penalty: 5887.123535
	Iteration 72Q: 3 clusters Score -1.650759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141171 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16507603.000000 Penalty: 5887.123535
	Iteration 73Q: 3 clusters Score -1.65076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141172 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -16507604.000000 Penalty: 5887.123535
	Iteration 74Q: 3 clusters Score -1.65076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16507596.000000 Penalty: 5887.123535
	Iteration 75Q: 3 clusters Score -1.65076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16507601.000000 Penalty: 5887.123535
	Iteration 76Q: 3 clusters Score -1.65076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16507601.000000 Penalty: 5887.123535
	Iteration 77F: 3 clusters Score -1.65076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168508 members 
Entering Unmasked Estep 
Score: -19384140.000000 Penalty: 2984.615234
	Iteration 0F: 2 clusters Score -1.938414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -19273448.000000 Penalty: 5969.230469
	Iteration 0F: 3 clusters Score -1.927345e+07 nChanged 80977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -19319400.000000 Penalty: 5969.230469
	Iteration 1F: 3 clusters Score -1.93194e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -19320110.000000 Penalty: 5969.230469
	Iteration 2Q: 3 clusters Score -1.932011e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -19320820.000000 Penalty: 5969.230469
	Iteration 3Q: 3 clusters Score -1.932082e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -19321606.000000 Penalty: 5969.230469
	Iteration 4Q: 3 clusters Score -1.932161e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -19322500.000000 Penalty: 5969.230469
	Iteration 5Q: 3 clusters Score -1.93225e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -19323338.000000 Penalty: 5969.230469
	Iteration 6Q: 3 clusters Score -1.932334e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -19324252.000000 Penalty: 5969.230469
	Iteration 7Q: 3 clusters Score -1.932425e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -19325390.000000 Penalty: 5969.230469
	Iteration 8Q: 3 clusters Score -1.932539e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -19326856.000000 Penalty: 5969.230469
	Iteration 9Q: 3 clusters Score -1.932686e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -19328890.000000 Penalty: 5969.230469
	Iteration 10Q: 3 clusters Score -1.932889e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 91701 members 
Entering Unmasked Estep 
Score: -19331090.000000 Penalty: 5969.230469
	Iteration 11Q: 3 clusters Score -1.933109e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -19333808.000000 Penalty: 5969.230469
	Iteration 12Q: 3 clusters Score -1.933381e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -19336874.000000 Penalty: 5969.230469
	Iteration 13Q: 3 clusters Score -1.933687e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -19340250.000000 Penalty: 5969.230469
	Iteration 14Q: 3 clusters Score -1.934025e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -19343776.000000 Penalty: 5969.230469
	Iteration 15Q: 3 clusters Score -1.934378e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 110666 members 
Entering Unmasked Estep 
Score: -19347816.000000 Penalty: 5969.230469
	Iteration 16Q: 3 clusters Score -1.934782e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -19352380.000000 Penalty: 5969.230469
	Iteration 17Q: 3 clusters Score -1.935238e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -19357276.000000 Penalty: 5969.230469
	Iteration 18Q: 3 clusters Score -1.935728e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -19361862.000000 Penalty: 5969.230469
	Iteration 19Q: 3 clusters Score -1.936186e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -19364796.000000 Penalty: 5969.230469
	Iteration 20F: 3 clusters Score -1.93648e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 131344 members 
Entering Unmasked Estep 
Score: -19366678.000000 Penalty: 5969.230469
	Iteration 21Q: 3 clusters Score -1.936668e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -19368122.000000 Penalty: 5969.230469
	Iteration 22Q: 3 clusters Score -1.936812e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -19369512.000000 Penalty: 5969.230469
	Iteration 23Q: 3 clusters Score -1.936951e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -19370938.000000 Penalty: 5969.230469
	Iteration 24Q: 3 clusters Score -1.937094e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 142921 members 
Entering Unmasked Estep 
Score: -19372334.000000 Penalty: 5969.230469
	Iteration 25Q: 3 clusters Score -1.937233e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -19373692.000000 Penalty: 5969.230469
	Iteration 26Q: 3 clusters Score -1.937369e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -19374884.000000 Penalty: 5969.230469
	Iteration 27Q: 3 clusters Score -1.937488e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 150608 members 
Entering Unmasked Estep 
Score: -19376128.000000 Penalty: 5969.230469
	Iteration 28Q: 3 clusters Score -1.937613e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 152830 members 
Entering Unmasked Estep 
Score: -19377094.000000 Penalty: 5969.230469
	Iteration 29Q: 3 clusters Score -1.937709e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -19378008.000000 Penalty: 5969.230469
	Iteration 30Q: 3 clusters Score -1.937801e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -19378724.000000 Penalty: 5969.230469
	Iteration 31Q: 3 clusters Score -1.937872e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 158417 members 
Entering Unmasked Estep 
Score: -19379362.000000 Penalty: 5969.230469
	Iteration 32Q: 3 clusters Score -1.937936e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 159781 members 
Entering Unmasked Estep 
Score: -19379880.000000 Penalty: 5969.230469
	Iteration 33Q: 3 clusters Score -1.937988e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -19380356.000000 Penalty: 5969.230469
	Iteration 34Q: 3 clusters Score -1.938036e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -19380772.000000 Penalty: 5969.230469
	Iteration 35Q: 3 clusters Score -1.938077e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -19381084.000000 Penalty: 5969.230469
	Iteration 36Q: 3 clusters Score -1.938108e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 163388 members 
Entering Unmasked Estep 
Score: -19381278.000000 Penalty: 5969.230469
	Iteration 37Q: 3 clusters Score -1.938128e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -19381486.000000 Penalty: 5969.230469
	Iteration 38Q: 3 clusters Score -1.938149e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 164407 members 
Entering Unmasked Estep 
Score: -19381658.000000 Penalty: 5969.230469
	Iteration 39Q: 3 clusters Score -1.938166e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -19381758.000000 Penalty: 5969.230469
	Iteration 40F: 3 clusters Score -1.938176e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 165173 members 
Entering Unmasked Estep 
Score: -19381874.000000 Penalty: 5969.230469
	Iteration 41Q: 3 clusters Score -1.938187e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -19382008.000000 Penalty: 5969.230469
	Iteration 42Q: 3 clusters Score -1.938201e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -19382076.000000 Penalty: 5969.230469
	Iteration 43Q: 3 clusters Score -1.938208e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -19382168.000000 Penalty: 5969.230469
	Iteration 44Q: 3 clusters Score -1.938217e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 166076 members 
Entering Unmasked Estep 
Score: -19382262.000000 Penalty: 5969.230469
	Iteration 45Q: 3 clusters Score -1.938226e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -19382268.000000 Penalty: 5969.230469
	Iteration 46Q: 3 clusters Score -1.938227e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -19382360.000000 Penalty: 5969.230469
	Iteration 47Q: 3 clusters Score -1.938236e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 166436 members 
Entering Unmasked Estep 
Score: -19382388.000000 Penalty: 5969.230469
	Iteration 48Q: 3 clusters Score -1.938239e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 166530 members 
Entering Unmasked Estep 
Score: -19382440.000000 Penalty: 5969.230469
	Iteration 49Q: 3 clusters Score -1.938244e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -19382444.000000 Penalty: 5969.230469
	Iteration 50Q: 3 clusters Score -1.938244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -19382422.000000 Penalty: 5969.230469
	Iteration 51Q: 3 clusters Score -1.938242e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 166687 members 
Entering Unmasked Estep 
Score: -19382454.000000 Penalty: 5969.230469
	Iteration 52Q: 3 clusters Score -1.938245e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 166724 members 
Entering Unmasked Estep 
Score: -19382440.000000 Penalty: 5969.230469
	Iteration 53Q: 3 clusters Score -1.938244e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 166751 members 
Entering Unmasked Estep 
Score: -19382436.000000 Penalty: 5969.230469
	Iteration 54Q: 3 clusters Score -1.938244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 166773 members 
Entering Unmasked Estep 
Score: -19382444.000000 Penalty: 5969.230469
	Iteration 55Q: 3 clusters Score -1.938244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 166791 members 
Entering Unmasked Estep 
Score: -19382436.000000 Penalty: 5969.230469
	Iteration 56Q: 3 clusters Score -1.938244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 166803 members 
Entering Unmasked Estep 
Score: -19382462.000000 Penalty: 5969.230469
	Iteration 57Q: 3 clusters Score -1.938246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -19382474.000000 Penalty: 5969.230469
	Iteration 58Q: 3 clusters Score -1.938247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -19382492.000000 Penalty: 5969.230469
	Iteration 59Q: 3 clusters Score -1.938249e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -19382514.000000 Penalty: 5969.230469
	Iteration 60F: 3 clusters Score -1.938251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 166840 members 
Entering Unmasked Estep 
Score: -19382502.000000 Penalty: 5969.230469
	Iteration 61Q: 3 clusters Score -1.93825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -19382502.000000 Penalty: 5969.230469
	Iteration 62Q: 3 clusters Score -1.93825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -19382504.000000 Penalty: 5969.230469
	Iteration 63Q: 3 clusters Score -1.93825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -19382502.000000 Penalty: 5969.230469
	Iteration 64Q: 3 clusters Score -1.93825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -19382488.000000 Penalty: 5969.230469
	Iteration 65Q: 3 clusters Score -1.938249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -19382484.000000 Penalty: 5969.230469
	Iteration 66Q: 3 clusters Score -1.938248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -19382484.000000 Penalty: 5969.230469
	Iteration 67Q: 3 clusters Score -1.938248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 166849 members 
Entering Unmasked Estep 
Score: -19382482.000000 Penalty: 5969.230469
	Iteration 68Q: 3 clusters Score -1.938248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -19382500.000000 Penalty: 5969.230469
	Iteration 69Q: 3 clusters Score -1.93825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -19382500.000000 Penalty: 5969.230469
	Iteration 70F: 3 clusters Score -1.93825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103809 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 20554 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32071 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142800 members 
Mstep: Class 23 contains 168508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635296.000000 Penalty: 82330.898438
Iteration 79Q: 25 clusters Score -1.146353e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103810 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32022 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 45271 members 
Mstep: Class 20 contains 32100 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142798 members 
Mstep: Class 23 contains 168480 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635304.000000 Penalty: 82330.898438
Iteration 80F: 25 clusters Score -1.146353e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304238 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103811 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32023 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6086 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45272 members 
Mstep: Class 20 contains 32128 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142794 members 
Mstep: Class 23 contains 168451 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635408.000000 Penalty: 82330.898438
Iteration 81Q: 25 clusters Score -1.146354e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304240 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103811 members 
Mstep: Class 5 contains 29908 members 
Mstep: Class 6 contains 20267 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32024 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6087 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32160 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142791 members 
Mstep: Class 23 contains 168424 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635400.000000 Penalty: 82330.898438
Iteration 82Q: 25 clusters Score -1.146354e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304246 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103809 members 
Mstep: Class 5 contains 29909 members 
Mstep: Class 6 contains 20264 members 
Mstep: Class 7 contains 20548 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32026 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45267 members 
Mstep: Class 20 contains 32185 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142794 members 
Mstep: Class 23 contains 168396 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635392.000000 Penalty: 82330.898438
Iteration 83Q: 25 clusters Score -1.146354e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304241 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103810 members 
Mstep: Class 5 contains 29909 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32027 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45268 members 
Mstep: Class 20 contains 32205 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142795 members 
Mstep: Class 23 contains 168381 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635296.000000 Penalty: 82330.898438
Iteration 84Q: 25 clusters Score -1.146353e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304241 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103815 members 
Mstep: Class 5 contains 29910 members 
Mstep: Class 6 contains 20260 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32027 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45267 members 
Mstep: Class 20 contains 32218 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142791 members 
Mstep: Class 23 contains 168371 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635280.000000 Penalty: 82330.898438
Iteration 85Q: 25 clusters Score -1.146353e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304241 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103818 members 
Mstep: Class 5 contains 29910 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 20543 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32028 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45268 members 
Mstep: Class 20 contains 32229 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142786 members 
Mstep: Class 23 contains 168362 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635304.000000 Penalty: 82330.898438
Iteration 86Q: 25 clusters Score -1.146353e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304248 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103820 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 20253 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32029 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45270 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142775 members 
Mstep: Class 23 contains 168351 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635264.000000 Penalty: 82330.898438
Iteration 87Q: 25 clusters Score -1.146353e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304253 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103820 members 
Mstep: Class 5 contains 29904 members 
Mstep: Class 6 contains 20247 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32029 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45270 members 
Mstep: Class 20 contains 32265 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142765 members 
Mstep: Class 23 contains 168345 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635296.000000 Penalty: 82330.898438
Iteration 88Q: 25 clusters Score -1.146353e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304256 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64239 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45270 members 
Mstep: Class 20 contains 32276 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142759 members 
Mstep: Class 23 contains 168335 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635248.000000 Penalty: 82330.898438
Iteration 89Q: 25 clusters Score -1.146352e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304256 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45270 members 
Mstep: Class 20 contains 32284 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142758 members 
Mstep: Class 23 contains 168329 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635248.000000 Penalty: 82330.898438
Iteration 90Q: 25 clusters Score -1.146352e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304253 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32292 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142760 members 
Mstep: Class 23 contains 168323 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635280.000000 Penalty: 82330.898438
Iteration 91Q: 25 clusters Score -1.146353e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304251 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6090 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45268 members 
Mstep: Class 20 contains 32296 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142760 members 
Mstep: Class 23 contains 168320 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635232.000000 Penalty: 82330.898438
Iteration 92Q: 25 clusters Score -1.146352e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304252 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103822 members 
Mstep: Class 5 contains 29906 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6091 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45266 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142759 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635232.000000 Penalty: 82330.898438
Iteration 93Q: 25 clusters Score -1.146352e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304252 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29904 members 
Mstep: Class 6 contains 20244 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45263 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142760 members 
Mstep: Class 23 contains 168315 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635176.000000 Penalty: 82330.898438
Iteration 94Q: 25 clusters Score -1.146352e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304250 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29903 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45262 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142759 members 
Mstep: Class 23 contains 168315 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635184.000000 Penalty: 82330.898438
Iteration 95Q: 25 clusters Score -1.146352e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304249 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29902 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45265 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142758 members 
Mstep: Class 23 contains 168315 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635168.000000 Penalty: 82330.898438
Iteration 96Q: 25 clusters Score -1.146352e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304247 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29901 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45269 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168315 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635168.000000 Penalty: 82330.898438
Iteration 97Q: 25 clusters Score -1.146352e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304246 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45273 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142758 members 
Mstep: Class 23 contains 168315 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635128.000000 Penalty: 82330.898438
Iteration 98Q: 25 clusters Score -1.146351e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635176.000000 Penalty: 82330.898438
Iteration 99Q: 25 clusters Score -1.146352e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635176.000000 Penalty: 82330.898438
Iteration 100F: 25 clusters Score -1.146352e+08 nChanged 0
Entering ConstructFrom: 
Score: -114635176.000000 Penalty: 82330.898438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -119237.203125 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -119237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117231.351562 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -117231.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117778.101562 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -117778.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118146.453125 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -118146.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118530.625000 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -118530.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -119017.000000 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -119017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119343.062500 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -119343.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119432.703125 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -119432.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119497.750000 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -119497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119524.515625 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -119524.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119532.921875 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -119532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119538.773438 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -119538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119551.031250 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -119551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119559.140625 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -119559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119566.492188 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -119566.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119576.125000 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -119576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119593.132812 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -119593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119615.359375 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -119615.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119635.257812 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -119635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119648.093750 Penalty: 3513.776367
	Iteration 18Q: 3 clusters Score -119648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119662.554688 Penalty: 3513.776367
	Iteration 19Q: 3 clusters Score -119662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -119671.812500 Penalty: 3513.776367
	Iteration 20F: 3 clusters Score -119671.8 nChanged 4
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: -119678.132812 Penalty: 3513.776367
	Iteration 21Q: 3 clusters Score -119678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119682.109375 Penalty: 3513.776367
	Iteration 22Q: 3 clusters Score -119682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119685.195312 Penalty: 3513.776367
	Iteration 23Q: 3 clusters Score -119685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119685.195312 Penalty: 3513.776367
	Iteration 24F: 3 clusters Score -119685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 583 members 
Entering Unmasked Estep 
Score: -114633944.000000 Penalty: 85761.351562
Splitting cluster 1 changes total score from -114635176.000000 to -114633944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (304245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304245 members 
Entering Unmasked Estep 
Score: -34803752.000000 Penalty: 3131.145996
	Iteration 0F: 2 clusters Score -3.480375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 152563 members 
Entering Unmasked Estep 
Score: -34610048.000000 Penalty: 6262.291992
	Iteration 0F: 3 clusters Score -3.461005e+07 nChanged 147575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 163922 members 
Entering Unmasked Estep 
Score: -34698308.000000 Penalty: 6262.291992
	Iteration 1F: 3 clusters Score -3.469831e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -34700760.000000 Penalty: 6262.291992
	Iteration 2Q: 3 clusters Score -3.470076e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121820 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -34705300.000000 Penalty: 6262.291992
	Iteration 3Q: 3 clusters Score -3.47053e+07 nChanged 17128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 198495 members 
Entering Unmasked Estep 
Score: -34712652.000000 Penalty: 6262.291992
	Iteration 4F: 3 clusters Score -3.471265e+07 nChanged 21600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 219397 members 
Entering Unmasked Estep 
Score: -34724812.000000 Penalty: 6262.291992
	Iteration 5F: 3 clusters Score -3.472481e+07 nChanged 24303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 243270 members 
Entering Unmasked Estep 
Score: -34743104.000000 Penalty: 6262.291992
	Iteration 6F: 3 clusters Score -3.47431e+07 nChanged 22809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 265933 members 
Entering Unmasked Estep 
Score: -34763284.000000 Penalty: 6262.291992
	Iteration 7F: 3 clusters Score -3.476328e+07 nChanged 17392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 283277 members 
Entering Unmasked Estep 
Score: -34780744.000000 Penalty: 6262.291992
	Iteration 8F: 3 clusters Score -3.478074e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 294039 members 
Entering Unmasked Estep 
Score: -34791960.000000 Penalty: 6262.291992
	Iteration 9Q: 3 clusters Score -3.479196e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 299516 members 
Entering Unmasked Estep 
Score: -34796868.000000 Penalty: 6262.291992
	Iteration 10Q: 3 clusters Score -3.479687e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 301977 members 
Entering Unmasked Estep 
Score: -34799052.000000 Penalty: 6262.291992
	Iteration 11Q: 3 clusters Score -3.479905e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 302968 members 
Entering Unmasked Estep 
Score: -34800056.000000 Penalty: 6262.291992
	Iteration 12Q: 3 clusters Score -3.480006e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 303368 members 
Entering Unmasked Estep 
Score: -34800408.000000 Penalty: 6262.291992
	Iteration 13Q: 3 clusters Score -3.480041e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 303562 members 
Entering Unmasked Estep 
Score: -34800508.000000 Penalty: 6262.291992
	Iteration 14Q: 3 clusters Score -3.480051e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 303656 members 
Entering Unmasked Estep 
Score: -34800620.000000 Penalty: 6262.291992
	Iteration 15Q: 3 clusters Score -3.480062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 303707 members 
Entering Unmasked Estep 
Score: -34800736.000000 Penalty: 6262.291992
	Iteration 16Q: 3 clusters Score -3.480074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 303738 members 
Entering Unmasked Estep 
Score: -34800744.000000 Penalty: 6262.291992
	Iteration 17Q: 3 clusters Score -3.480074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 303768 members 
Entering Unmasked Estep 
Score: -34800808.000000 Penalty: 6262.291992
	Iteration 18Q: 3 clusters Score -3.480081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 303793 members 
Entering Unmasked Estep 
Score: -34800856.000000 Penalty: 6262.291992
	Iteration 19Q: 3 clusters Score -3.480086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 303808 members 
Entering Unmasked Estep 
Score: -34800892.000000 Penalty: 6262.291992
	Iteration 20F: 3 clusters Score -3.480089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 303816 members 
Entering Unmasked Estep 
Score: -34800932.000000 Penalty: 6262.291992
	Iteration 21Q: 3 clusters Score -3.480093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 303823 members 
Entering Unmasked Estep 
Score: -34800948.000000 Penalty: 6262.291992
	Iteration 22Q: 3 clusters Score -3.480095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303827 members 
Entering Unmasked Estep 
Score: -34800976.000000 Penalty: 6262.291992
	Iteration 23Q: 3 clusters Score -3.480098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 303828 members 
Entering Unmasked Estep 
Score: -34800956.000000 Penalty: 6262.291992
	Iteration 24Q: 3 clusters Score -3.480096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303832 members 
Entering Unmasked Estep 
Score: -34800972.000000 Penalty: 6262.291992
	Iteration 25Q: 3 clusters Score -3.480097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303832 members 
Entering Unmasked Estep 
Score: -34800972.000000 Penalty: 6262.291992
	Iteration 26Q: 3 clusters Score -3.480097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 303833 members 
Entering Unmasked Estep 
Score: -34800964.000000 Penalty: 6262.291992
	Iteration 27Q: 3 clusters Score -3.480096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 303834 members 
Entering Unmasked Estep 
Score: -34800984.000000 Penalty: 6262.291992
	Iteration 28Q: 3 clusters Score -3.480098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 303834 members 
Entering Unmasked Estep 
Score: -34800976.000000 Penalty: 6262.291992
	Iteration 29Q: 3 clusters Score -3.480098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 303834 members 
Entering Unmasked Estep 
Score: -34800992.000000 Penalty: 6262.291992
	Iteration 30Q: 3 clusters Score -3.480099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 303835 members 
Entering Unmasked Estep 
Score: -34800992.000000 Penalty: 6262.291992
	Iteration 31Q: 3 clusters Score -3.480099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 303835 members 
Entering Unmasked Estep 
Score: -34800980.000000 Penalty: 6262.291992
	Iteration 32Q: 3 clusters Score -3.480098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303832 members 
Entering Unmasked Estep 
Score: -34801012.000000 Penalty: 6262.291992
	Iteration 33Q: 3 clusters Score -3.480101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 303833 members 
Entering Unmasked Estep 
Score: -34801000.000000 Penalty: 6262.291992
	Iteration 34Q: 3 clusters Score -3.4801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 303834 members 
Entering Unmasked Estep 
Score: -34800988.000000 Penalty: 6262.291992
	Iteration 35Q: 3 clusters Score -3.480099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 303834 members 
Entering Unmasked Estep 
Score: -34800988.000000 Penalty: 6262.291992
	Iteration 36F: 3 clusters Score -3.480099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -10643.966797 Penalty: 1185.222534
	Iteration 0F: 2 clusters Score -10643.97 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 66 members 
Entering Unmasked Estep 
Score: -9763.264648 Penalty: 2370.445068
	Iteration 0F: 3 clusters Score -9763.265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Entering Unmasked Estep 
Score: -11995172.000000 Penalty: 2864.509766
	Iteration 0F: 2 clusters Score -1.199517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -11925931.000000 Penalty: 5729.019531
	Iteration 0F: 3 clusters Score -1.192593e+07 nChanged 48858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -11953804.000000 Penalty: 5729.019531
	Iteration 1F: 3 clusters Score -1.19538e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -11954882.000000 Penalty: 5729.019531
	Iteration 2Q: 3 clusters Score -1.195488e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -11956391.000000 Penalty: 5729.019531
	Iteration 3Q: 3 clusters Score -1.195639e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -11958810.000000 Penalty: 5729.019531
	Iteration 4Q: 3 clusters Score -1.195881e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -11962384.000000 Penalty: 5729.019531
	Iteration 5F: 3 clusters Score -1.196238e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -11968029.000000 Penalty: 5729.019531
	Iteration 6F: 3 clusters Score -1.196803e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -11975296.000000 Penalty: 5729.019531
	Iteration 7F: 3 clusters Score -1.19753e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -11982724.000000 Penalty: 5729.019531
	Iteration 8F: 3 clusters Score -1.198272e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -11987963.000000 Penalty: 5729.019531
	Iteration 9F: 3 clusters Score -1.198796e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -11990680.000000 Penalty: 5729.019531
	Iteration 10Q: 3 clusters Score -1.199068e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -11991793.000000 Penalty: 5729.019531
	Iteration 11Q: 3 clusters Score -1.199179e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -11992207.000000 Penalty: 5729.019531
	Iteration 12Q: 3 clusters Score -1.199221e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 103377 members 
Entering Unmasked Estep 
Score: -11992462.000000 Penalty: 5729.019531
	Iteration 13Q: 3 clusters Score -1.199246e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -11992559.000000 Penalty: 5729.019531
	Iteration 14Q: 3 clusters Score -1.199256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -11992628.000000 Penalty: 5729.019531
	Iteration 15Q: 3 clusters Score -1.199263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -11992679.000000 Penalty: 5729.019531
	Iteration 16Q: 3 clusters Score -1.199268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -11992698.000000 Penalty: 5729.019531
	Iteration 17Q: 3 clusters Score -1.19927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -11992706.000000 Penalty: 5729.019531
	Iteration 18Q: 3 clusters Score -1.199271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -11992715.000000 Penalty: 5729.019531
	Iteration 19Q: 3 clusters Score -1.199272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -11992721.000000 Penalty: 5729.019531
	Iteration 20F: 3 clusters Score -1.199272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -11992719.000000 Penalty: 5729.019531
	Iteration 21Q: 3 clusters Score -1.199272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -11992735.000000 Penalty: 5729.019531
	Iteration 22Q: 3 clusters Score -1.199274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -11992751.000000 Penalty: 5729.019531
	Iteration 23Q: 3 clusters Score -1.199275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -11992746.000000 Penalty: 5729.019531
	Iteration 24Q: 3 clusters Score -1.199275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -11992747.000000 Penalty: 5729.019531
	Iteration 25Q: 3 clusters Score -1.199275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -11992736.000000 Penalty: 5729.019531
	Iteration 26Q: 3 clusters Score -1.199274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -11992742.000000 Penalty: 5729.019531
	Iteration 27Q: 3 clusters Score -1.199274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -11992749.000000 Penalty: 5729.019531
	Iteration 28Q: 3 clusters Score -1.199275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -11992745.000000 Penalty: 5729.019531
	Iteration 29Q: 3 clusters Score -1.199274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -11992743.000000 Penalty: 5729.019531
	Iteration 30Q: 3 clusters Score -1.199274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -11992755.000000 Penalty: 5729.019531
	Iteration 31Q: 3 clusters Score -1.199276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -11992755.000000 Penalty: 5729.019531
	Iteration 32F: 3 clusters Score -1.199276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Entering Unmasked Estep 
Score: -3471967.000000 Penalty: 2555.775635
	Iteration 0F: 2 clusters Score -3471967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3451539.500000 Penalty: 5111.551270
	Iteration 0F: 3 clusters Score -3451540 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3458977.000000 Penalty: 5111.551270
	Iteration 1F: 3 clusters Score -3458977 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3459446.000000 Penalty: 5111.551270
	Iteration 2Q: 3 clusters Score -3459446 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3459944.000000 Penalty: 5111.551270
	Iteration 3Q: 3 clusters Score -3459944 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3460423.750000 Penalty: 5111.551270
	Iteration 4Q: 3 clusters Score -3460424 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3460900.750000 Penalty: 5111.551270
	Iteration 5Q: 3 clusters Score -3460901 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3461396.250000 Penalty: 5111.551270
	Iteration 6Q: 3 clusters Score -3461396 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3461891.250000 Penalty: 5111.551270
	Iteration 7Q: 3 clusters Score -3461891 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3462397.750000 Penalty: 5111.551270
	Iteration 8Q: 3 clusters Score -3462398 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3462978.000000 Penalty: 5111.551270
	Iteration 9Q: 3 clusters Score -3462978 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3463515.000000 Penalty: 5111.551270
	Iteration 10Q: 3 clusters Score -3463515 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3464128.000000 Penalty: 5111.551270
	Iteration 11Q: 3 clusters Score -3464128 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3464813.000000 Penalty: 5111.551270
	Iteration 12Q: 3 clusters Score -3464813 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3465646.500000 Penalty: 5111.551270
	Iteration 13Q: 3 clusters Score -3465646 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3466688.000000 Penalty: 5111.551270
	Iteration 14Q: 3 clusters Score -3466688 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3467888.000000 Penalty: 5111.551270
	Iteration 15Q: 3 clusters Score -3467888 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3468964.750000 Penalty: 5111.551270
	Iteration 16Q: 3 clusters Score -3468965 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3469650.500000 Penalty: 5111.551270
	Iteration 17Q: 3 clusters Score -3469650 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3469948.000000 Penalty: 5111.551270
	Iteration 18Q: 3 clusters Score -3469948 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3470045.500000 Penalty: 5111.551270
	Iteration 19Q: 3 clusters Score -3470046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3470104.250000 Penalty: 5111.551270
	Iteration 20F: 3 clusters Score -3470104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3470148.000000 Penalty: 5111.551270
	Iteration 21Q: 3 clusters Score -3470148 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3470196.000000 Penalty: 5111.551270
	Iteration 22Q: 3 clusters Score -3470196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3470238.500000 Penalty: 5111.551270
	Iteration 23Q: 3 clusters Score -3470238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3470269.000000 Penalty: 5111.551270
	Iteration 24Q: 3 clusters Score -3470269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3470284.500000 Penalty: 5111.551270
	Iteration 25Q: 3 clusters Score -3470284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3470304.750000 Penalty: 5111.551270
	Iteration 26Q: 3 clusters Score -3470305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3470319.750000 Penalty: 5111.551270
	Iteration 27Q: 3 clusters Score -3470320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3470344.250000 Penalty: 5111.551270
	Iteration 28Q: 3 clusters Score -3470344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3470361.000000 Penalty: 5111.551270
	Iteration 29Q: 3 clusters Score -3470361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3470386.000000 Penalty: 5111.551270
	Iteration 30Q: 3 clusters Score -3470386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3470403.500000 Penalty: 5111.551270
	Iteration 31Q: 3 clusters Score -3470404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3470426.250000 Penalty: 5111.551270
	Iteration 32Q: 3 clusters Score -3470426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3470452.500000 Penalty: 5111.551270
	Iteration 33Q: 3 clusters Score -3470452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3470461.750000 Penalty: 5111.551270
	Iteration 34Q: 3 clusters Score -3470462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3470475.000000 Penalty: 5111.551270
	Iteration 35Q: 3 clusters Score -3470475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3470502.750000 Penalty: 5111.551270
	Iteration 36Q: 3 clusters Score -3470503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3470510.250000 Penalty: 5111.551270
	Iteration 37Q: 3 clusters Score -3470510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3470529.750000 Penalty: 5111.551270
	Iteration 38Q: 3 clusters Score -3470530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3470537.750000 Penalty: 5111.551270
	Iteration 39Q: 3 clusters Score -3470538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3470550.750000 Penalty: 5111.551270
	Iteration 40F: 3 clusters Score -3470551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3470562.750000 Penalty: 5111.551270
	Iteration 41Q: 3 clusters Score -3470563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3470580.500000 Penalty: 5111.551270
	Iteration 42Q: 3 clusters Score -3470580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3470589.250000 Penalty: 5111.551270
	Iteration 43Q: 3 clusters Score -3470589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3470598.250000 Penalty: 5111.551270
	Iteration 44Q: 3 clusters Score -3470598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3470600.750000 Penalty: 5111.551270
	Iteration 45Q: 3 clusters Score -3470601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3470607.250000 Penalty: 5111.551270
	Iteration 46Q: 3 clusters Score -3470607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3470611.000000 Penalty: 5111.551270
	Iteration 47Q: 3 clusters Score -3470611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3470609.750000 Penalty: 5111.551270
	Iteration 48Q: 3 clusters Score -3470610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3470615.750000 Penalty: 5111.551270
	Iteration 49Q: 3 clusters Score -3470616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3470629.250000 Penalty: 5111.551270
	Iteration 50Q: 3 clusters Score -3470629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3470635.000000 Penalty: 5111.551270
	Iteration 51Q: 3 clusters Score -3470635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3470639.000000 Penalty: 5111.551270
	Iteration 52Q: 3 clusters Score -3470639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3470640.500000 Penalty: 5111.551270
	Iteration 53Q: 3 clusters Score -3470640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3470640.750000 Penalty: 5111.551270
	Iteration 54Q: 3 clusters Score -3470641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3470644.500000 Penalty: 5111.551270
	Iteration 55Q: 3 clusters Score -3470644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3470644.500000 Penalty: 5111.551270
	Iteration 56Q: 3 clusters Score -3470644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3470646.000000 Penalty: 5111.551270
	Iteration 57Q: 3 clusters Score -3470646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3470651.750000 Penalty: 5111.551270
	Iteration 58Q: 3 clusters Score -3470652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3470657.250000 Penalty: 5111.551270
	Iteration 59Q: 3 clusters Score -3470657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3470659.750000 Penalty: 5111.551270
	Iteration 60F: 3 clusters Score -3470660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3470657.250000 Penalty: 5111.551270
	Iteration 61Q: 3 clusters Score -3470657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3470662.250000 Penalty: 5111.551270
	Iteration 62Q: 3 clusters Score -3470662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3470666.500000 Penalty: 5111.551270
	Iteration 63Q: 3 clusters Score -3470666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3470670.500000 Penalty: 5111.551270
	Iteration 64Q: 3 clusters Score -3470670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3470670.500000 Penalty: 5111.551270
	Iteration 65F: 3 clusters Score -3470670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Entering Unmasked Estep 
Score: -2371637.500000 Penalty: 2459.084473
	Iteration 0F: 2 clusters Score -2371638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2357360.750000 Penalty: 4918.168945
	Iteration 0F: 3 clusters Score -2357361 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2362250.250000 Penalty: 4918.168945
	Iteration 1F: 3 clusters Score -2362250 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2362711.500000 Penalty: 4918.168945
	Iteration 2F: 3 clusters Score -2362712 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2363186.250000 Penalty: 4918.168945
	Iteration 3F: 3 clusters Score -2363186 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2363769.750000 Penalty: 4918.168945
	Iteration 4F: 3 clusters Score -2363770 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2364468.000000 Penalty: 4918.168945
	Iteration 5F: 3 clusters Score -2364468 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2365317.000000 Penalty: 4918.168945
	Iteration 6F: 3 clusters Score -2365317 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2366218.000000 Penalty: 4918.168945
	Iteration 7F: 3 clusters Score -2366218 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2367043.500000 Penalty: 4918.168945
	Iteration 8F: 3 clusters Score -2367044 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2367654.500000 Penalty: 4918.168945
	Iteration 9Q: 3 clusters Score -2367654 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2368120.000000 Penalty: 4918.168945
	Iteration 10Q: 3 clusters Score -2368120 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2368516.000000 Penalty: 4918.168945
	Iteration 11Q: 3 clusters Score -2368516 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2368822.500000 Penalty: 4918.168945
	Iteration 12Q: 3 clusters Score -2368822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2369056.250000 Penalty: 4918.168945
	Iteration 13Q: 3 clusters Score -2369056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2369214.000000 Penalty: 4918.168945
	Iteration 14Q: 3 clusters Score -2369214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2369312.000000 Penalty: 4918.168945
	Iteration 15Q: 3 clusters Score -2369312 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2369383.250000 Penalty: 4918.168945
	Iteration 16Q: 3 clusters Score -2369383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2369436.000000 Penalty: 4918.168945
	Iteration 17Q: 3 clusters Score -2369436 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2369476.250000 Penalty: 4918.168945
	Iteration 18Q: 3 clusters Score -2369476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2369507.750000 Penalty: 4918.168945
	Iteration 19Q: 3 clusters Score -2369508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2369530.250000 Penalty: 4918.168945
	Iteration 20F: 3 clusters Score -2369530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2369543.750000 Penalty: 4918.168945
	Iteration 21Q: 3 clusters Score -2369544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2369547.250000 Penalty: 4918.168945
	Iteration 22Q: 3 clusters Score -2369547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2369550.500000 Penalty: 4918.168945
	Iteration 23Q: 3 clusters Score -2369550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2369559.500000 Penalty: 4918.168945
	Iteration 24Q: 3 clusters Score -2369560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2369565.000000 Penalty: 4918.168945
	Iteration 25Q: 3 clusters Score -2369565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2369565.500000 Penalty: 4918.168945
	Iteration 26Q: 3 clusters Score -2369566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2369568.750000 Penalty: 4918.168945
	Iteration 27Q: 3 clusters Score -2369569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2369577.000000 Penalty: 4918.168945
	Iteration 28Q: 3 clusters Score -2369577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2369576.000000 Penalty: 4918.168945
	Iteration 29Q: 3 clusters Score -2369576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2369577.750000 Penalty: 4918.168945
	Iteration 30Q: 3 clusters Score -2369578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2369580.250000 Penalty: 4918.168945
	Iteration 31Q: 3 clusters Score -2369580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2369578.250000 Penalty: 4918.168945
	Iteration 32Q: 3 clusters Score -2369578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2369580.750000 Penalty: 4918.168945
	Iteration 33Q: 3 clusters Score -2369581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2369585.750000 Penalty: 4918.168945
	Iteration 34Q: 3 clusters Score -2369586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2369589.500000 Penalty: 4918.168945
	Iteration 35Q: 3 clusters Score -2369590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2369590.000000 Penalty: 4918.168945
	Iteration 36Q: 3 clusters Score -2369590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2369586.500000 Penalty: 4918.168945
	Iteration 37Q: 3 clusters Score -2369586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2369589.750000 Penalty: 4918.168945
	Iteration 38Q: 3 clusters Score -2369590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2369594.250000 Penalty: 4918.168945
	Iteration 39Q: 3 clusters Score -2369594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2369599.750000 Penalty: 4918.168945
	Iteration 40F: 3 clusters Score -2369600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2369598.000000 Penalty: 4918.168945
	Iteration 41Q: 3 clusters Score -2369598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2369601.000000 Penalty: 4918.168945
	Iteration 42Q: 3 clusters Score -2369601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2369606.250000 Penalty: 4918.168945
	Iteration 43Q: 3 clusters Score -2369606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2369611.250000 Penalty: 4918.168945
	Iteration 44Q: 3 clusters Score -2369611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2369611.250000 Penalty: 4918.168945
	Iteration 45F: 3 clusters Score -2369611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Entering Unmasked Estep 
Score: -2193770.250000 Penalty: 2462.744629
	Iteration 0F: 2 clusters Score -2193770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2179479.750000 Penalty: 4925.489258
	Iteration 0F: 3 clusters Score -2179480 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2184516.500000 Penalty: 4925.489258
	Iteration 1F: 3 clusters Score -2184516 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2185100.750000 Penalty: 4925.489258
	Iteration 2F: 3 clusters Score -2185101 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2185739.250000 Penalty: 4925.489258
	Iteration 3F: 3 clusters Score -2185739 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2186434.250000 Penalty: 4925.489258
	Iteration 4F: 3 clusters Score -2186434 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2187178.000000 Penalty: 4925.489258
	Iteration 5F: 3 clusters Score -2187178 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2188002.750000 Penalty: 4925.489258
	Iteration 6F: 3 clusters Score -2188003 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2188900.000000 Penalty: 4925.489258
	Iteration 7F: 3 clusters Score -2188900 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2189809.000000 Penalty: 4925.489258
	Iteration 8F: 3 clusters Score -2189809 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2190564.250000 Penalty: 4925.489258
	Iteration 9Q: 3 clusters Score -2190564 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2191124.250000 Penalty: 4925.489258
	Iteration 10Q: 3 clusters Score -2191124 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2191408.500000 Penalty: 4925.489258
	Iteration 11Q: 3 clusters Score -2191408 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2191553.500000 Penalty: 4925.489258
	Iteration 12Q: 3 clusters Score -2191554 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2191642.250000 Penalty: 4925.489258
	Iteration 13Q: 3 clusters Score -2191642 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2191684.250000 Penalty: 4925.489258
	Iteration 14Q: 3 clusters Score -2191684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2191722.500000 Penalty: 4925.489258
	Iteration 15Q: 3 clusters Score -2191722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2191743.000000 Penalty: 4925.489258
	Iteration 16Q: 3 clusters Score -2191743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2191750.750000 Penalty: 4925.489258
	Iteration 17Q: 3 clusters Score -2191751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2191761.250000 Penalty: 4925.489258
	Iteration 18Q: 3 clusters Score -2191761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2191767.750000 Penalty: 4925.489258
	Iteration 19Q: 3 clusters Score -2191768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2191777.250000 Penalty: 4925.489258
	Iteration 20F: 3 clusters Score -2191777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2191783.000000 Penalty: 4925.489258
	Iteration 21Q: 3 clusters Score -2191783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2191794.250000 Penalty: 4925.489258
	Iteration 22Q: 3 clusters Score -2191794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2191792.500000 Penalty: 4925.489258
	Iteration 23Q: 3 clusters Score -2191792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2191799.000000 Penalty: 4925.489258
	Iteration 24Q: 3 clusters Score -2191799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2191811.250000 Penalty: 4925.489258
	Iteration 25Q: 3 clusters Score -2191811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2191809.000000 Penalty: 4925.489258
	Iteration 26Q: 3 clusters Score -2191809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2191824.750000 Penalty: 4925.489258
	Iteration 27Q: 3 clusters Score -2191825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2191825.000000 Penalty: 4925.489258
	Iteration 28Q: 3 clusters Score -2191825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2191823.500000 Penalty: 4925.489258
	Iteration 29Q: 3 clusters Score -2191824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2191824.500000 Penalty: 4925.489258
	Iteration 30Q: 3 clusters Score -2191824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2191825.750000 Penalty: 4925.489258
	Iteration 31Q: 3 clusters Score -2191826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2191828.750000 Penalty: 4925.489258
	Iteration 32Q: 3 clusters Score -2191829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2191832.000000 Penalty: 4925.489258
	Iteration 33Q: 3 clusters Score -2191832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2191837.000000 Penalty: 4925.489258
	Iteration 34Q: 3 clusters Score -2191837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2191837.500000 Penalty: 4925.489258
	Iteration 35Q: 3 clusters Score -2191838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2191840.250000 Penalty: 4925.489258
	Iteration 36Q: 3 clusters Score -2191840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2191842.500000 Penalty: 4925.489258
	Iteration 37Q: 3 clusters Score -2191842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2191846.000000 Penalty: 4925.489258
	Iteration 38Q: 3 clusters Score -2191846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2191849.750000 Penalty: 4925.489258
	Iteration 39Q: 3 clusters Score -2191850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2191853.500000 Penalty: 4925.489258
	Iteration 40F: 3 clusters Score -2191854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2191858.000000 Penalty: 4925.489258
	Iteration 41Q: 3 clusters Score -2191858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2191859.000000 Penalty: 4925.489258
	Iteration 42Q: 3 clusters Score -2191859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2191860.750000 Penalty: 4925.489258
	Iteration 43Q: 3 clusters Score -2191861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2191871.750000 Penalty: 4925.489258
	Iteration 44Q: 3 clusters Score -2191872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2191873.000000 Penalty: 4925.489258
	Iteration 45Q: 3 clusters Score -2191873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2191871.500000 Penalty: 4925.489258
	Iteration 46Q: 3 clusters Score -2191872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2191881.500000 Penalty: 4925.489258
	Iteration 47Q: 3 clusters Score -2191882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2191883.250000 Penalty: 4925.489258
	Iteration 48Q: 3 clusters Score -2191883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2191886.250000 Penalty: 4925.489258
	Iteration 49Q: 3 clusters Score -2191886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2191891.000000 Penalty: 4925.489258
	Iteration 50Q: 3 clusters Score -2191891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2191901.000000 Penalty: 4925.489258
	Iteration 51Q: 3 clusters Score -2191901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2191900.750000 Penalty: 4925.489258
	Iteration 52Q: 3 clusters Score -2191901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2191902.750000 Penalty: 4925.489258
	Iteration 53Q: 3 clusters Score -2191903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2191905.750000 Penalty: 4925.489258
	Iteration 54Q: 3 clusters Score -2191906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2191906.250000 Penalty: 4925.489258
	Iteration 55Q: 3 clusters Score -2191906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2191907.500000 Penalty: 4925.489258
	Iteration 56Q: 3 clusters Score -2191908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2191905.000000 Penalty: 4925.489258
	Iteration 57Q: 3 clusters Score -2191905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2191914.500000 Penalty: 4925.489258
	Iteration 58Q: 3 clusters Score -2191914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2191917.250000 Penalty: 4925.489258
	Iteration 59Q: 3 clusters Score -2191917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2191916.000000 Penalty: 4925.489258
	Iteration 60F: 3 clusters Score -2191916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2191917.000000 Penalty: 4925.489258
	Iteration 61Q: 3 clusters Score -2191917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2191914.250000 Penalty: 4925.489258
	Iteration 62Q: 3 clusters Score -2191914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2191915.500000 Penalty: 4925.489258
	Iteration 63Q: 3 clusters Score -2191916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2191916.750000 Penalty: 4925.489258
	Iteration 64Q: 3 clusters Score -2191917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2191918.500000 Penalty: 4925.489258
	Iteration 65Q: 3 clusters Score -2191918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2191917.250000 Penalty: 4925.489258
	Iteration 66Q: 3 clusters Score -2191917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2191917.500000 Penalty: 4925.489258
	Iteration 67Q: 3 clusters Score -2191918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2191917.000000 Penalty: 4925.489258
	Iteration 68Q: 3 clusters Score -2191917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2191919.500000 Penalty: 4925.489258
	Iteration 69Q: 3 clusters Score -2191920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2191920.500000 Penalty: 4925.489258
	Iteration 70Q: 3 clusters Score -2191920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2191922.250000 Penalty: 4925.489258
	Iteration 71Q: 3 clusters Score -2191922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2191924.250000 Penalty: 4925.489258
	Iteration 72Q: 3 clusters Score -2191924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2191919.500000 Penalty: 4925.489258
	Iteration 73Q: 3 clusters Score -2191920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2191924.500000 Penalty: 4925.489258
	Iteration 74Q: 3 clusters Score -2191924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2191928.750000 Penalty: 4925.489258
	Iteration 75Q: 3 clusters Score -2191929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2191926.750000 Penalty: 4925.489258
	Iteration 76Q: 3 clusters Score -2191927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2191924.500000 Penalty: 4925.489258
	Iteration 77Q: 3 clusters Score -2191924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2191925.250000 Penalty: 4925.489258
	Iteration 78Q: 3 clusters Score -2191925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2191922.750000 Penalty: 4925.489258
	Iteration 79Q: 3 clusters Score -2191923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2191925.750000 Penalty: 4925.489258
	Iteration 80F: 3 clusters Score -2191926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2191928.000000 Penalty: 4925.489258
	Iteration 81Q: 3 clusters Score -2191928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2191928.250000 Penalty: 4925.489258
	Iteration 82Q: 3 clusters Score -2191928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2191927.750000 Penalty: 4925.489258
	Iteration 83Q: 3 clusters Score -2191928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2191932.000000 Penalty: 4925.489258
	Iteration 84Q: 3 clusters Score -2191932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2191930.250000 Penalty: 4925.489258
	Iteration 85Q: 3 clusters Score -2191930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2191932.500000 Penalty: 4925.489258
	Iteration 86Q: 3 clusters Score -2191932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2191938.750000 Penalty: 4925.489258
	Iteration 87Q: 3 clusters Score -2191939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2191939.500000 Penalty: 4925.489258
	Iteration 88Q: 3 clusters Score -2191940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2191935.250000 Penalty: 4925.489258
	Iteration 89Q: 3 clusters Score -2191935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2191943.250000 Penalty: 4925.489258
	Iteration 90Q: 3 clusters Score -2191943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2191942.500000 Penalty: 4925.489258
	Iteration 91Q: 3 clusters Score -2191942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2191950.250000 Penalty: 4925.489258
	Iteration 92Q: 3 clusters Score -2191950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2191952.500000 Penalty: 4925.489258
	Iteration 93Q: 3 clusters Score -2191952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2191956.250000 Penalty: 4925.489258
	Iteration 94Q: 3 clusters Score -2191956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2191957.500000 Penalty: 4925.489258
	Iteration 95Q: 3 clusters Score -2191958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2191961.000000 Penalty: 4925.489258
	Iteration 96Q: 3 clusters Score -2191961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2191970.750000 Penalty: 4925.489258
	Iteration 97Q: 3 clusters Score -2191971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2191968.250000 Penalty: 4925.489258
	Iteration 98Q: 3 clusters Score -2191968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2191972.250000 Penalty: 4925.489258
	Iteration 99Q: 3 clusters Score -2191972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2191976.000000 Penalty: 4925.489258
	Iteration 100F: 3 clusters Score -2191976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2191983.000000 Penalty: 4925.489258
	Iteration 101Q: 3 clusters Score -2191983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2191982.000000 Penalty: 4925.489258
	Iteration 102Q: 3 clusters Score -2191982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2191982.500000 Penalty: 4925.489258
	Iteration 103Q: 3 clusters Score -2191982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2191978.000000 Penalty: 4925.489258
	Iteration 104Q: 3 clusters Score -2191978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2191981.500000 Penalty: 4925.489258
	Iteration 105Q: 3 clusters Score -2191982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2191984.750000 Penalty: 4925.489258
	Iteration 106Q: 3 clusters Score -2191985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2191985.500000 Penalty: 4925.489258
	Iteration 107Q: 3 clusters Score -2191986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2191989.250000 Penalty: 4925.489258
	Iteration 108Q: 3 clusters Score -2191989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2191987.250000 Penalty: 4925.489258
	Iteration 109Q: 3 clusters Score -2191987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2191997.000000 Penalty: 4925.489258
	Iteration 110Q: 3 clusters Score -2191997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2191994.750000 Penalty: 4925.489258
	Iteration 111Q: 3 clusters Score -2191995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2191996.750000 Penalty: 4925.489258
	Iteration 112Q: 3 clusters Score -2191997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2191997 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2191994.750000 Penalty: 4925.489258
	Iteration 114Q: 3 clusters Score -2191995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2191998.250000 Penalty: 4925.489258
	Iteration 115Q: 3 clusters Score -2191998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2192002.500000 Penalty: 4925.489258
	Iteration 116Q: 3 clusters Score -2192002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2192009.750000 Penalty: 4925.489258
	Iteration 117Q: 3 clusters Score -2192010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2192010.000000 Penalty: 4925.489258
	Iteration 118Q: 3 clusters Score -2192010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2192009.000000 Penalty: 4925.489258
	Iteration 119Q: 3 clusters Score -2192009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2192012.000000 Penalty: 4925.489258
	Iteration 120F: 3 clusters Score -2192012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2192011.000000 Penalty: 4925.489258
	Iteration 121Q: 3 clusters Score -2192011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2192014.250000 Penalty: 4925.489258
	Iteration 122Q: 3 clusters Score -2192014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2192015.000000 Penalty: 4925.489258
	Iteration 123Q: 3 clusters Score -2192015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2192018.000000 Penalty: 4925.489258
	Iteration 124Q: 3 clusters Score -2192018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2192016.250000 Penalty: 4925.489258
	Iteration 125Q: 3 clusters Score -2192016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2192014.750000 Penalty: 4925.489258
	Iteration 126Q: 3 clusters Score -2192015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2192016.000000 Penalty: 4925.489258
	Iteration 127Q: 3 clusters Score -2192016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2192019.750000 Penalty: 4925.489258
	Iteration 128Q: 3 clusters Score -2192020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2192021.000000 Penalty: 4925.489258
	Iteration 129Q: 3 clusters Score -2192021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2192021.750000 Penalty: 4925.489258
	Iteration 130Q: 3 clusters Score -2192022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2192025.750000 Penalty: 4925.489258
	Iteration 131Q: 3 clusters Score -2192026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2192034.750000 Penalty: 4925.489258
	Iteration 132Q: 3 clusters Score -2192035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2192035.750000 Penalty: 4925.489258
	Iteration 133Q: 3 clusters Score -2192036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2192034.500000 Penalty: 4925.489258
	Iteration 134Q: 3 clusters Score -2192034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2192031.500000 Penalty: 4925.489258
	Iteration 135Q: 3 clusters Score -2192032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2192030.250000 Penalty: 4925.489258
	Iteration 136Q: 3 clusters Score -2192030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2192031.250000 Penalty: 4925.489258
	Iteration 137Q: 3 clusters Score -2192031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2192032.000000 Penalty: 4925.489258
	Iteration 138Q: 3 clusters Score -2192032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2192029.250000 Penalty: 4925.489258
	Iteration 139Q: 3 clusters Score -2192029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2192035.250000 Penalty: 4925.489258
	Iteration 140F: 3 clusters Score -2192035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2192039.500000 Penalty: 4925.489258
	Iteration 141Q: 3 clusters Score -2192040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2192044.000000 Penalty: 4925.489258
	Iteration 142Q: 3 clusters Score -2192044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2192037.250000 Penalty: 4925.489258
	Iteration 143Q: 3 clusters Score -2192037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2192039.000000 Penalty: 4925.489258
	Iteration 144Q: 3 clusters Score -2192039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2192041.750000 Penalty: 4925.489258
	Iteration 145Q: 3 clusters Score -2192042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2192036.250000 Penalty: 4925.489258
	Iteration 146Q: 3 clusters Score -2192036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2192040.000000 Penalty: 4925.489258
	Iteration 147Q: 3 clusters Score -2192040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2192044.250000 Penalty: 4925.489258
	Iteration 148Q: 3 clusters Score -2192044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2192046.750000 Penalty: 4925.489258
	Iteration 149Q: 3 clusters Score -2192047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2192048.500000 Penalty: 4925.489258
	Iteration 150Q: 3 clusters Score -2192048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2192045.250000 Penalty: 4925.489258
	Iteration 151Q: 3 clusters Score -2192045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2192050.750000 Penalty: 4925.489258
	Iteration 152Q: 3 clusters Score -2192051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2192053.250000 Penalty: 4925.489258
	Iteration 153Q: 3 clusters Score -2192053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2192056.000000 Penalty: 4925.489258
	Iteration 154Q: 3 clusters Score -2192056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2192054.500000 Penalty: 4925.489258
	Iteration 155Q: 3 clusters Score -2192054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2192056.500000 Penalty: 4925.489258
	Iteration 156Q: 3 clusters Score -2192056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2192058.500000 Penalty: 4925.489258
	Iteration 157Q: 3 clusters Score -2192058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2192061.000000 Penalty: 4925.489258
	Iteration 158Q: 3 clusters Score -2192061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2192057.000000 Penalty: 4925.489258
	Iteration 159Q: 3 clusters Score -2192057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2192056.750000 Penalty: 4925.489258
	Iteration 160F: 3 clusters Score -2192057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2192060.000000 Penalty: 4925.489258
	Iteration 161Q: 3 clusters Score -2192060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2192063.500000 Penalty: 4925.489258
	Iteration 162Q: 3 clusters Score -2192064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2192062.000000 Penalty: 4925.489258
	Iteration 163Q: 3 clusters Score -2192062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2192063.500000 Penalty: 4925.489258
	Iteration 164Q: 3 clusters Score -2192064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2192064.000000 Penalty: 4925.489258
	Iteration 165Q: 3 clusters Score -2192064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2192067.500000 Penalty: 4925.489258
	Iteration 166Q: 3 clusters Score -2192068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2192072.500000 Penalty: 4925.489258
	Iteration 167Q: 3 clusters Score -2192072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2192078.750000 Penalty: 4925.489258
	Iteration 168Q: 3 clusters Score -2192079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2192074.250000 Penalty: 4925.489258
	Iteration 169Q: 3 clusters Score -2192074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2192072.750000 Penalty: 4925.489258
	Iteration 170Q: 3 clusters Score -2192073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2192083.750000 Penalty: 4925.489258
	Iteration 171Q: 3 clusters Score -2192084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2192080.750000 Penalty: 4925.489258
	Iteration 172Q: 3 clusters Score -2192081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2192080.500000 Penalty: 4925.489258
	Iteration 173Q: 3 clusters Score -2192080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2192087.250000 Penalty: 4925.489258
	Iteration 174Q: 3 clusters Score -2192087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2192090.000000 Penalty: 4925.489258
	Iteration 175Q: 3 clusters Score -2192090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2192090.500000 Penalty: 4925.489258
	Iteration 176Q: 3 clusters Score -2192090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2192092.500000 Penalty: 4925.489258
	Iteration 177Q: 3 clusters Score -2192092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2192098.250000 Penalty: 4925.489258
	Iteration 178Q: 3 clusters Score -2192098 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2192096.500000 Penalty: 4925.489258
	Iteration 179Q: 3 clusters Score -2192096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2192099.750000 Penalty: 4925.489258
	Iteration 180F: 3 clusters Score -2192100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2192103.250000 Penalty: 4925.489258
	Iteration 181Q: 3 clusters Score -2192103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2192106.500000 Penalty: 4925.489258
	Iteration 182Q: 3 clusters Score -2192106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2192117.250000 Penalty: 4925.489258
	Iteration 183Q: 3 clusters Score -2192117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2192121.500000 Penalty: 4925.489258
	Iteration 184Q: 3 clusters Score -2192122 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2192124.750000 Penalty: 4925.489258
	Iteration 185Q: 3 clusters Score -2192125 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2192127.000000 Penalty: 4925.489258
	Iteration 186Q: 3 clusters Score -2192127 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2192129.500000 Penalty: 4925.489258
	Iteration 187Q: 3 clusters Score -2192130 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2192132.500000 Penalty: 4925.489258
	Iteration 188Q: 3 clusters Score -2192132 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2192131.750000 Penalty: 4925.489258
	Iteration 189Q: 3 clusters Score -2192132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2192135.750000 Penalty: 4925.489258
	Iteration 190Q: 3 clusters Score -2192136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2192134.750000 Penalty: 4925.489258
	Iteration 191Q: 3 clusters Score -2192135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2192142.250000 Penalty: 4925.489258
	Iteration 192Q: 3 clusters Score -2192142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2192141.750000 Penalty: 4925.489258
	Iteration 193Q: 3 clusters Score -2192142 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2192139.500000 Penalty: 4925.489258
	Iteration 194Q: 3 clusters Score -2192140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2192145.500000 Penalty: 4925.489258
	Iteration 195Q: 3 clusters Score -2192146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2192154.250000 Penalty: 4925.489258
	Iteration 196Q: 3 clusters Score -2192154 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2192151.750000 Penalty: 4925.489258
	Iteration 197Q: 3 clusters Score -2192152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2192159.000000 Penalty: 4925.489258
	Iteration 198Q: 3 clusters Score -2192159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2192163.000000 Penalty: 4925.489258
	Iteration 199Q: 3 clusters Score -2192163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2192165.750000 Penalty: 4925.489258
	Iteration 200F: 3 clusters Score -2192166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2192168.250000 Penalty: 4925.489258
	Iteration 201Q: 3 clusters Score -2192168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2192163.750000 Penalty: 4925.489258
	Iteration 202Q: 3 clusters Score -2192164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2192165.500000 Penalty: 4925.489258
	Iteration 203Q: 3 clusters Score -2192166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2192168.750000 Penalty: 4925.489258
	Iteration 204Q: 3 clusters Score -2192169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2192169.500000 Penalty: 4925.489258
	Iteration 205Q: 3 clusters Score -2192170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2192176.750000 Penalty: 4925.489258
	Iteration 206Q: 3 clusters Score -2192177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2192180.750000 Penalty: 4925.489258
	Iteration 207Q: 3 clusters Score -2192181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2192179.500000 Penalty: 4925.489258
	Iteration 208Q: 3 clusters Score -2192180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2192184.000000 Penalty: 4925.489258
	Iteration 209Q: 3 clusters Score -2192184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2192184.000000 Penalty: 4925.489258
	Iteration 210Q: 3 clusters Score -2192184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2192187.500000 Penalty: 4925.489258
	Iteration 211Q: 3 clusters Score -2192188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2192194.000000 Penalty: 4925.489258
	Iteration 212Q: 3 clusters Score -2192194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2192191.500000 Penalty: 4925.489258
	Iteration 213Q: 3 clusters Score -2192192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2192193.750000 Penalty: 4925.489258
	Iteration 214Q: 3 clusters Score -2192194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2192195.750000 Penalty: 4925.489258
	Iteration 215Q: 3 clusters Score -2192196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2192196.000000 Penalty: 4925.489258
	Iteration 216Q: 3 clusters Score -2192196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2192196.500000 Penalty: 4925.489258
	Iteration 217Q: 3 clusters Score -2192196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2192204.250000 Penalty: 4925.489258
	Iteration 218Q: 3 clusters Score -2192204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2192199.250000 Penalty: 4925.489258
	Iteration 219Q: 3 clusters Score -2192199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2192198.000000 Penalty: 4925.489258
	Iteration 220F: 3 clusters Score -2192198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2192199.250000 Penalty: 4925.489258
	Iteration 221Q: 3 clusters Score -2192199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2192201.500000 Penalty: 4925.489258
	Iteration 222Q: 3 clusters Score -2192202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2192203.750000 Penalty: 4925.489258
	Iteration 223Q: 3 clusters Score -2192204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2192199.500000 Penalty: 4925.489258
	Iteration 224Q: 3 clusters Score -2192200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2192206.000000 Penalty: 4925.489258
	Iteration 225Q: 3 clusters Score -2192206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2192207.750000 Penalty: 4925.489258
	Iteration 226Q: 3 clusters Score -2192208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2192211.750000 Penalty: 4925.489258
	Iteration 227Q: 3 clusters Score -2192212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2192210.250000 Penalty: 4925.489258
	Iteration 228Q: 3 clusters Score -2192210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2192214.500000 Penalty: 4925.489258
	Iteration 229Q: 3 clusters Score -2192214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2192210.500000 Penalty: 4925.489258
	Iteration 230Q: 3 clusters Score -2192210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2192213.500000 Penalty: 4925.489258
	Iteration 231Q: 3 clusters Score -2192214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2192215.000000 Penalty: 4925.489258
	Iteration 232Q: 3 clusters Score -2192215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2192218.500000 Penalty: 4925.489258
	Iteration 233Q: 3 clusters Score -2192218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2192219.750000 Penalty: 4925.489258
	Iteration 234Q: 3 clusters Score -2192220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2192226.500000 Penalty: 4925.489258
	Iteration 235Q: 3 clusters Score -2192226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2192227.000000 Penalty: 4925.489258
	Iteration 236Q: 3 clusters Score -2192227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2192225.250000 Penalty: 4925.489258
	Iteration 237Q: 3 clusters Score -2192225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2192227.500000 Penalty: 4925.489258
	Iteration 238Q: 3 clusters Score -2192228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2192230.250000 Penalty: 4925.489258
	Iteration 239Q: 3 clusters Score -2192230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2192233.500000 Penalty: 4925.489258
	Iteration 240F: 3 clusters Score -2192234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2192230.500000 Penalty: 4925.489258
	Iteration 241Q: 3 clusters Score -2192230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2192243.500000 Penalty: 4925.489258
	Iteration 242Q: 3 clusters Score -2192244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2192251.500000 Penalty: 4925.489258
	Iteration 243Q: 3 clusters Score -2192252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2192265.000000 Penalty: 4925.489258
	Iteration 244Q: 3 clusters Score -2192265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2192273.750000 Penalty: 4925.489258
	Iteration 245Q: 3 clusters Score -2192274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2192281.750000 Penalty: 4925.489258
	Iteration 246Q: 3 clusters Score -2192282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2192293.000000 Penalty: 4925.489258
	Iteration 247Q: 3 clusters Score -2192293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2192309.500000 Penalty: 4925.489258
	Iteration 248Q: 3 clusters Score -2192310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2192319.750000 Penalty: 4925.489258
	Iteration 249Q: 3 clusters Score -2192320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2192335.000000 Penalty: 4925.489258
	Iteration 250Q: 3 clusters Score -2192335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2192344.750000 Penalty: 4925.489258
	Iteration 251Q: 3 clusters Score -2192345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2192360.750000 Penalty: 4925.489258
	Iteration 252Q: 3 clusters Score -2192361 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2192390.000000 Penalty: 4925.489258
	Iteration 253Q: 3 clusters Score -2192390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2192419.250000 Penalty: 4925.489258
	Iteration 254Q: 3 clusters Score -2192419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2192446.750000 Penalty: 4925.489258
	Iteration 255Q: 3 clusters Score -2192447 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2192457.750000 Penalty: 4925.489258
	Iteration 256Q: 3 clusters Score -2192458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2192481.250000 Penalty: 4925.489258
	Iteration 257Q: 3 clusters Score -2192481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2192513.500000 Penalty: 4925.489258
	Iteration 258Q: 3 clusters Score -2192514 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2192553.000000 Penalty: 4925.489258
	Iteration 259Q: 3 clusters Score -2192553 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2192609.000000 Penalty: 4925.489258
	Iteration 260F: 3 clusters Score -2192609 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2192680.250000 Penalty: 4925.489258
	Iteration 261Q: 3 clusters Score -2192680 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2192780.000000 Penalty: 4925.489258
	Iteration 262Q: 3 clusters Score -2192780 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2192919.750000 Penalty: 4925.489258
	Iteration 263Q: 3 clusters Score -2192920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2193098.000000 Penalty: 4925.489258
	Iteration 264Q: 3 clusters Score -2193098 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2193280.250000 Penalty: 4925.489258
	Iteration 265Q: 3 clusters Score -2193280 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2193399.000000 Penalty: 4925.489258
	Iteration 266Q: 3 clusters Score -2193399 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2193484.750000 Penalty: 4925.489258
	Iteration 267Q: 3 clusters Score -2193485 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2193544.750000 Penalty: 4925.489258
	Iteration 268Q: 3 clusters Score -2193545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2193587.000000 Penalty: 4925.489258
	Iteration 269Q: 3 clusters Score -2193587 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2193625.750000 Penalty: 4925.489258
	Iteration 270Q: 3 clusters Score -2193626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2193656.250000 Penalty: 4925.489258
	Iteration 271Q: 3 clusters Score -2193656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2193677.500000 Penalty: 4925.489258
	Iteration 272Q: 3 clusters Score -2193678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2193689.000000 Penalty: 4925.489258
	Iteration 273Q: 3 clusters Score -2193689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2193700.250000 Penalty: 4925.489258
	Iteration 274Q: 3 clusters Score -2193700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2193712.000000 Penalty: 4925.489258
	Iteration 275Q: 3 clusters Score -2193712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2193723.000000 Penalty: 4925.489258
	Iteration 276Q: 3 clusters Score -2193723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2193726.000000 Penalty: 4925.489258
	Iteration 277Q: 3 clusters Score -2193726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2193726.750000 Penalty: 4925.489258
	Iteration 278Q: 3 clusters Score -2193727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2193732.750000 Penalty: 4925.489258
	Iteration 279Q: 3 clusters Score -2193733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2193731.750000 Penalty: 4925.489258
	Iteration 280F: 3 clusters Score -2193732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2193736.500000 Penalty: 4925.489258
	Iteration 281Q: 3 clusters Score -2193736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2193740.500000 Penalty: 4925.489258
	Iteration 282Q: 3 clusters Score -2193740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2193737.500000 Penalty: 4925.489258
	Iteration 283Q: 3 clusters Score -2193738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2193740.000000 Penalty: 4925.489258
	Iteration 284Q: 3 clusters Score -2193740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2193738.250000 Penalty: 4925.489258
	Iteration 285Q: 3 clusters Score -2193738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2193746.500000 Penalty: 4925.489258
	Iteration 286Q: 3 clusters Score -2193746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2193749.750000 Penalty: 4925.489258
	Iteration 287Q: 3 clusters Score -2193750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2193747.000000 Penalty: 4925.489258
	Iteration 288Q: 3 clusters Score -2193747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2193746.000000 Penalty: 4925.489258
	Iteration 289Q: 3 clusters Score -2193746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2193750.500000 Penalty: 4925.489258
	Iteration 290Q: 3 clusters Score -2193750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2193752.750000 Penalty: 4925.489258
	Iteration 291Q: 3 clusters Score -2193753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2193753.250000 Penalty: 4925.489258
	Iteration 292Q: 3 clusters Score -2193753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2193756.250000 Penalty: 4925.489258
	Iteration 293Q: 3 clusters Score -2193756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2193754.000000 Penalty: 4925.489258
	Iteration 294Q: 3 clusters Score -2193754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2193759.000000 Penalty: 4925.489258
	Iteration 295Q: 3 clusters Score -2193759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2193757.500000 Penalty: 4925.489258
	Iteration 296Q: 3 clusters Score -2193758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2193756.250000 Penalty: 4925.489258
	Iteration 297Q: 3 clusters Score -2193756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2193759.000000 Penalty: 4925.489258
	Iteration 298Q: 3 clusters Score -2193759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2193759.250000 Penalty: 4925.489258
	Iteration 299Q: 3 clusters Score -2193759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2193759.250000 Penalty: 4925.489258
	Iteration 300F: 3 clusters Score -2193759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -254924.156250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -254924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -252115.781250 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -252115.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -252609.031250 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -252609 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -252742.968750 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -252743 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -252818.140625 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -252818.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -252865.359375 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -252865.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -252891.421875 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -252891.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -252910.890625 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -252910.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -252924.890625 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -252924.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -252937.937500 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -252937.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -252948.750000 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -252948.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -252964.875000 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -252964.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -252978.312500 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -252978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -252993.265625 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -252993.3 nChanged 25
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: -253009.656250 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -253009.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -253039.937500 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -253039.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -253072.984375 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -253073 nChanged 30
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: -253098.109375 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -253098.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -253126.640625 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -253126.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -253150.218750 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -253150.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -253171.156250 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -253171.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -253191.015625 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -253191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -253215.578125 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -253215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -253242.609375 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -253242.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -253266.937500 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -253266.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -253292.921875 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -253292.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -253312.468750 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -253312.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -253330.296875 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -253330.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -253344.671875 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -253344.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -253359.296875 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -253359.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -253373.859375 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -253373.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -253389.500000 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -253389.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -253404.281250 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -253404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -253414.640625 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -253414.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -253426.109375 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -253426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -253441.015625 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -253441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -253466.859375 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -253466.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -253480.000000 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -253480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -253497.312500 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -253497.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253506.265625 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -253506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -253512.531250 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -253512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -253526.171875 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -253526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253533.593750 Penalty: 3847.497314
	Iteration 41Q: 3 clusters Score -253533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -253539.656250 Penalty: 3847.497314
	Iteration 42Q: 3 clusters Score -253539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253543.031250 Penalty: 3847.497314
	Iteration 43Q: 3 clusters Score -253543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253545.000000 Penalty: 3847.497314
	Iteration 44Q: 3 clusters Score -253545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253547.203125 Penalty: 3847.497314
	Iteration 45Q: 3 clusters Score -253547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253548.734375 Penalty: 3847.497314
	Iteration 46Q: 3 clusters Score -253548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -253548.734375 Penalty: 3847.497314
	Iteration 47F: 3 clusters Score -253548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Entering Unmasked Estep 
Score: -7492584.500000 Penalty: 2745.442871
	Iteration 0F: 2 clusters Score -7492584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7449405.000000 Penalty: 5490.885742
	Iteration 0F: 3 clusters Score -7449405 nChanged 29910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7466022.500000 Penalty: 5490.885742
	Iteration 1F: 3 clusters Score -7466022 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -7466603.500000 Penalty: 5490.885742
	Iteration 2Q: 3 clusters Score -7466604 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -7467120.500000 Penalty: 5490.885742
	Iteration 3Q: 3 clusters Score -7467120 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -7467723.000000 Penalty: 5490.885742
	Iteration 4Q: 3 clusters Score -7467723 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -7468639.500000 Penalty: 5490.885742
	Iteration 5Q: 3 clusters Score -7468640 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -7469916.000000 Penalty: 5490.885742
	Iteration 6Q: 3 clusters Score -7469916 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -7471693.000000 Penalty: 5490.885742
	Iteration 7F: 3 clusters Score -7471693 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -7474206.000000 Penalty: 5490.885742
	Iteration 8F: 3 clusters Score -7474206 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -7477475.500000 Penalty: 5490.885742
	Iteration 9F: 3 clusters Score -7477476 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -7481348.000000 Penalty: 5490.885742
	Iteration 10F: 3 clusters Score -7481348 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -7484658.500000 Penalty: 5490.885742
	Iteration 11F: 3 clusters Score -7484658 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7487239.000000 Penalty: 5490.885742
	Iteration 12Q: 3 clusters Score -7487239 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7488685.500000 Penalty: 5490.885742
	Iteration 13Q: 3 clusters Score -7488686 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7489408.000000 Penalty: 5490.885742
	Iteration 14Q: 3 clusters Score -7489408 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7489801.500000 Penalty: 5490.885742
	Iteration 15Q: 3 clusters Score -7489802 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7489991.500000 Penalty: 5490.885742
	Iteration 16Q: 3 clusters Score -7489992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7490139.000000 Penalty: 5490.885742
	Iteration 17Q: 3 clusters Score -7490139 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7490232.000000 Penalty: 5490.885742
	Iteration 18Q: 3 clusters Score -7490232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7490254.500000 Penalty: 5490.885742
	Iteration 19Q: 3 clusters Score -7490254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7490287.000000 Penalty: 5490.885742
	Iteration 20F: 3 clusters Score -7490287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7490296.000000 Penalty: 5490.885742
	Iteration 21Q: 3 clusters Score -7490296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7490310.500000 Penalty: 5490.885742
	Iteration 22Q: 3 clusters Score -7490310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7490313.500000 Penalty: 5490.885742
	Iteration 23Q: 3 clusters Score -7490314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7490326.500000 Penalty: 5490.885742
	Iteration 24Q: 3 clusters Score -7490326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7490324.500000 Penalty: 5490.885742
	Iteration 25Q: 3 clusters Score -7490324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7490322.500000 Penalty: 5490.885742
	Iteration 26Q: 3 clusters Score -7490322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7490320.000000 Penalty: 5490.885742
	Iteration 27Q: 3 clusters Score -7490320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7490320.000000 Penalty: 5490.885742
	Iteration 28F: 3 clusters Score -7490320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -433558.812500 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -433558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -429698.187500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -429698.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -430535.218750 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -430535.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -430742.906250 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -430742.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -430880.843750 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -430880.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -430990.156250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -430990.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -431105.093750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -431105.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -431202.500000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -431202.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -431305.031250 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -431305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -431420.062500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -431420.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -431531.968750 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -431532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -431673.500000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -431673.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431852.500000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -431852.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -432018.781250 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -432018.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -432143.125000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -432143.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -432267.656250 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -432267.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -432391.593750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -432391.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -432473.812500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -432473.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432521.125000 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -432521.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -432545.750000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -432545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -432557.093750 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -432557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -432563.312500 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -432563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -432568.062500 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -432568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -432571.593750 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -432571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -432572.687500 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -432572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -432574.437500 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -432574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432577.343750 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -432577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -432580.281250 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -432580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432582.937500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -432582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -432584.406250 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -432584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -432585.406250 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -432585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -432585.593750 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -432585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -432585.593750 Penalty: 4110.988770
	Iteration 31F: 3 clusters Score -432585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -930317.062500 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -930317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -923844.750000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -923844.8 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -925663.875000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -925663.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -925929.500000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -925929.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -926097.250000 Penalty: 4466.071777
	Iteration 3Q: 3 clusters Score -926097.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -926218.312500 Penalty: 4466.071777
	Iteration 4Q: 3 clusters Score -926218.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -926297.562500 Penalty: 4466.071777
	Iteration 5Q: 3 clusters Score -926297.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -926389.625000 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -926389.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -926498.125000 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -926498.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -926635.375000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -926635.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -926795.562500 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -926795.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -926983.187500 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -926983.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -927183.187500 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -927183.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -927427.625000 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -927427.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -927683.000000 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -927683 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -927928.437500 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -927928.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -928160.500000 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -928160.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -928338.000000 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -928338 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -928449.687500 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -928449.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -928514.500000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -928514.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -928560.625000 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -928560.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -928593.000000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -928593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -928619.562500 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -928619.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -928634.937500 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -928634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -928642.500000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -928642.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -928653.437500 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -928653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -928659.500000 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -928659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -928663.562500 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -928663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -928663.812500 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -928663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -928663.437500 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -928663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -928663.437500 Penalty: 4466.071777
	Iteration 29F: 3 clusters Score -928663.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -152359.390625 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -152359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150499.859375 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -150499.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -152739.687500 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -152739.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153824.609375 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -153824.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -154139.390625 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -154139.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -154245.156250 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -154245.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -154338.984375 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -154339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -154418.218750 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -154418.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -154460.328125 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -154460.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -154491.765625 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -154491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -154507.359375 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -154507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -154523.765625 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -154523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -154543.984375 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -154544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -154548.000000 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -154548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -154549.593750 Penalty: 3634.579346
	Iteration 13F: 3 clusters Score -154549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -154559.640625 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -154559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -154562.359375 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -154562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -154562.765625 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -154562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -154562.765625 Penalty: 3634.579346
	Iteration 17F: 3 clusters Score -154562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 974 members 
Entering Unmasked Estep 
Score: -114635416.000000 Penalty: 85761.351562
Splitting cluster 12 changes total score from -114635176.000000 to -114635416.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (32030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Entering Unmasked Estep 
Score: -3600197.000000 Penalty: 2572.858154
	Iteration 0F: 2 clusters Score -3600197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3578281.000000 Penalty: 5145.716309
	Iteration 0F: 3 clusters Score -3578281 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3586117.750000 Penalty: 5145.716309
	Iteration 1F: 3 clusters Score -3586118 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3586635.750000 Penalty: 5145.716309
	Iteration 2Q: 3 clusters Score -3586636 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3587053.500000 Penalty: 5145.716309
	Iteration 3Q: 3 clusters Score -3587054 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3587477.250000 Penalty: 5145.716309
	Iteration 4Q: 3 clusters Score -3587477 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3587998.750000 Penalty: 5145.716309
	Iteration 5Q: 3 clusters Score -3587999 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3588672.000000 Penalty: 5145.716309
	Iteration 6Q: 3 clusters Score -3588672 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3589545.750000 Penalty: 5145.716309
	Iteration 7F: 3 clusters Score -3589546 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3590851.750000 Penalty: 5145.716309
	Iteration 8F: 3 clusters Score -3590852 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3592623.000000 Penalty: 5145.716309
	Iteration 9F: 3 clusters Score -3592623 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3594629.250000 Penalty: 5145.716309
	Iteration 10F: 3 clusters Score -3594629 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3596234.500000 Penalty: 5145.716309
	Iteration 11F: 3 clusters Score -3596234 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3597109.000000 Penalty: 5145.716309
	Iteration 12Q: 3 clusters Score -3597109 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3597560.000000 Penalty: 5145.716309
	Iteration 13Q: 3 clusters Score -3597560 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3597771.000000 Penalty: 5145.716309
	Iteration 14Q: 3 clusters Score -3597771 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -3597860.500000 Penalty: 5145.716309
	Iteration 15Q: 3 clusters Score -3597860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3597912.750000 Penalty: 5145.716309
	Iteration 16Q: 3 clusters Score -3597913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3597938.000000 Penalty: 5145.716309
	Iteration 17Q: 3 clusters Score -3597938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3597948.750000 Penalty: 5145.716309
	Iteration 18Q: 3 clusters Score -3597949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3597959.500000 Penalty: 5145.716309
	Iteration 19Q: 3 clusters Score -3597960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3597977.500000 Penalty: 5145.716309
	Iteration 20F: 3 clusters Score -3597978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3597996.250000 Penalty: 5145.716309
	Iteration 21Q: 3 clusters Score -3597996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3597997.750000 Penalty: 5145.716309
	Iteration 22Q: 3 clusters Score -3597998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3598002.250000 Penalty: 5145.716309
	Iteration 23Q: 3 clusters Score -3598002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3598002.250000 Penalty: 5145.716309
	Iteration 24F: 3 clusters Score -3598002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -414851.187500 Penalty: 2033.535156
	Iteration 0F: 2 clusters Score -414851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -411183.843750 Penalty: 4067.070312
	Iteration 0F: 3 clusters Score -411183.8 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -411988.937500 Penalty: 4067.070312
	Iteration 1F: 3 clusters Score -411988.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -412162.093750 Penalty: 4067.070312
	Iteration 2F: 3 clusters Score -412162.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -412268.281250 Penalty: 4067.070312
	Iteration 3Q: 3 clusters Score -412268.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -412337.437500 Penalty: 4067.070312
	Iteration 4Q: 3 clusters Score -412337.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -412402.843750 Penalty: 4067.070312
	Iteration 5Q: 3 clusters Score -412402.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -412458.250000 Penalty: 4067.070312
	Iteration 6Q: 3 clusters Score -412458.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -412500.625000 Penalty: 4067.070312
	Iteration 7Q: 3 clusters Score -412500.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -412538.375000 Penalty: 4067.070312
	Iteration 8Q: 3 clusters Score -412538.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -412570.312500 Penalty: 4067.070312
	Iteration 9Q: 3 clusters Score -412570.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -412606.312500 Penalty: 4067.070312
	Iteration 10Q: 3 clusters Score -412606.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -412656.125000 Penalty: 4067.070312
	Iteration 11Q: 3 clusters Score -412656.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -412737.375000 Penalty: 4067.070312
	Iteration 12Q: 3 clusters Score -412737.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -412849.031250 Penalty: 4067.070312
	Iteration 13Q: 3 clusters Score -412849 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -413010.437500 Penalty: 4067.070312
	Iteration 14Q: 3 clusters Score -413010.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -413296.375000 Penalty: 4067.070312
	Iteration 15Q: 3 clusters Score -413296.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -413696.937500 Penalty: 4067.070312
	Iteration 16F: 3 clusters Score -413696.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -414186.562500 Penalty: 4067.070312
	Iteration 17F: 3 clusters Score -414186.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -414495.281250 Penalty: 4067.070312
	Iteration 18Q: 3 clusters Score -414495.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -414567.062500 Penalty: 4067.070312
	Iteration 19Q: 3 clusters Score -414567.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -414579.531250 Penalty: 4067.070312
	Iteration 20F: 3 clusters Score -414579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -414582.250000 Penalty: 4067.070312
	Iteration 21Q: 3 clusters Score -414582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -414584.656250 Penalty: 4067.070312
	Iteration 22Q: 3 clusters Score -414584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414584.968750 Penalty: 4067.070312
	Iteration 23Q: 3 clusters Score -414585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414584.968750 Penalty: 4067.070312
	Iteration 24F: 3 clusters Score -414585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -708563.000000 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -708563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -703371.062500 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -703371.1 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -704627.250000 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -704627.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -704838.187500 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -704838.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -704963.187500 Penalty: 4322.995117
	Iteration 3Q: 3 clusters Score -704963.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -705058.187500 Penalty: 4322.995117
	Iteration 4Q: 3 clusters Score -705058.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -705124.625000 Penalty: 4322.995117
	Iteration 5Q: 3 clusters Score -705124.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -705188.687500 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -705188.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -705246.250000 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -705246.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -705300.875000 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -705300.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -705340.812500 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -705340.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -705381.562500 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -705381.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -705428.625000 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -705428.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -705473.062500 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -705473.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -705523.875000 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -705523.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -705581.500000 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -705581.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -705643.562500 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -705643.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -705711.125000 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -705711.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -705793.375000 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -705793.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -705877.125000 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -705877.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -705956.500000 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -705956.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -706050.187500 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -706050.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -706143.187500 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -706143.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -706223.875000 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -706223.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -706305.125000 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -706305.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -706385.562500 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -706385.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -706456.687500 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -706456.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -706518.000000 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -706518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -706557.187500 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -706557.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -706584.812500 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -706584.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -706610.312500 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -706610.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -706633.250000 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -706633.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -706658.750000 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -706658.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -706677.812500 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -706677.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -706692.750000 Penalty: 4322.995117
	Iteration 33Q: 3 clusters Score -706692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -706700.062500 Penalty: 4322.995117
	Iteration 34Q: 3 clusters Score -706700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -706702.625000 Penalty: 4322.995117
	Iteration 35Q: 3 clusters Score -706702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -706707.312500 Penalty: 4322.995117
	Iteration 36Q: 3 clusters Score -706707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -706710.437500 Penalty: 4322.995117
	Iteration 37Q: 3 clusters Score -706710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -706713.625000 Penalty: 4322.995117
	Iteration 38Q: 3 clusters Score -706713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -706715.250000 Penalty: 4322.995117
	Iteration 39Q: 3 clusters Score -706715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -706716.187500 Penalty: 4322.995117
	Iteration 40F: 3 clusters Score -706716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -706716.562500 Penalty: 4322.995117
	Iteration 41Q: 3 clusters Score -706716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -706718.625000 Penalty: 4322.995117
	Iteration 42Q: 3 clusters Score -706718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -706720.687500 Penalty: 4322.995117
	Iteration 43Q: 3 clusters Score -706720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -706721.312500 Penalty: 4322.995117
	Iteration 44Q: 3 clusters Score -706721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -706721.312500 Penalty: 4322.995117
	Iteration 45F: 3 clusters Score -706721.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -105176.789062 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -105176.8 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 571 members 
Entering Unmasked Estep 
Score: -103177.484375 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -103177.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103492.507812 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -103492.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103624.507812 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -103624.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -103705.148438 Penalty: 3459.341553
	Iteration 3Q: 3 clusters Score -103705.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103749.679688 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -103749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -103771.789062 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -103771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103787.445312 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -103787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103797.109375 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -103797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -103804.539062 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -103804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -103811.046875 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -103811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103819.734375 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -103819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -103823.570312 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -103823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103826.789062 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -103826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103828.593750 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -103828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103831.539062 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -103831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103836.617188 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -103836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -103842.492188 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -103842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103846.335938 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -103846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103850.343750 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -103850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103855.382812 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -103855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103865.390625 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -103865.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103892.062500 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -103892.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103938.070312 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -103938.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104007.648438 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -104007.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104128.601562 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -104128.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104397.015625 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -104397 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105052.867188 Penalty: 3459.341553
	Iteration 26F: 3 clusters Score -105052.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -106104.054688 Penalty: 3459.341553
	Iteration 27F: 3 clusters Score -106104.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106601.617188 Penalty: 3459.341553
	Iteration 28F: 3 clusters Score -106601.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -106690.257812 Penalty: 3459.341553
	Iteration 29Q: 3 clusters Score -106690.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -106737.531250 Penalty: 3459.341553
	Iteration 30Q: 3 clusters Score -106737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106756.312500 Penalty: 3459.341553
	Iteration 31Q: 3 clusters Score -106756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106776.976562 Penalty: 3459.341553
	Iteration 32Q: 3 clusters Score -106777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106781.875000 Penalty: 3459.341553
	Iteration 33Q: 3 clusters Score -106781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -106793.492188 Penalty: 3459.341553
	Iteration 34Q: 3 clusters Score -106793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106815.890625 Penalty: 3459.341553
	Iteration 35Q: 3 clusters Score -106815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106817.132812 Penalty: 3459.341553
	Iteration 36Q: 3 clusters Score -106817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106817.960938 Penalty: 3459.341553
	Iteration 37Q: 3 clusters Score -106818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106817.960938 Penalty: 3459.341553
	Iteration 38F: 3 clusters Score -106818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 974 members 
Mstep: Class 26 contains 644 members 
Entering Unmasked Estep 
Score: -114635304.000000 Penalty: 89191.812500
Splitting cluster 16 changes total score from -114635176.000000 to -114635304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (21433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Entering Unmasked Estep 
Score: -2516700.250000 Penalty: 2473.226318
	Iteration 0F: 2 clusters Score -2516700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2501675.500000 Penalty: 4946.452637
	Iteration 0F: 3 clusters Score -2501676 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2506654.000000 Penalty: 4946.452637
	Iteration 1F: 3 clusters Score -2506654 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2507028.500000 Penalty: 4946.452637
	Iteration 2F: 3 clusters Score -2507028 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2507333.250000 Penalty: 4946.452637
	Iteration 3Q: 3 clusters Score -2507333 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2507548.750000 Penalty: 4946.452637
	Iteration 4Q: 3 clusters Score -2507549 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2507773.750000 Penalty: 4946.452637
	Iteration 5Q: 3 clusters Score -2507774 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2508017.000000 Penalty: 4946.452637
	Iteration 6Q: 3 clusters Score -2508017 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2508281.750000 Penalty: 4946.452637
	Iteration 7Q: 3 clusters Score -2508282 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2508607.250000 Penalty: 4946.452637
	Iteration 8Q: 3 clusters Score -2508607 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2508972.250000 Penalty: 4946.452637
	Iteration 9Q: 3 clusters Score -2508972 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2509412.500000 Penalty: 4946.452637
	Iteration 10Q: 3 clusters Score -2509412 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2509982.000000 Penalty: 4946.452637
	Iteration 11Q: 3 clusters Score -2509982 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2510644.500000 Penalty: 4946.452637
	Iteration 12Q: 3 clusters Score -2510644 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2511394.500000 Penalty: 4946.452637
	Iteration 13Q: 3 clusters Score -2511394 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2512120.000000 Penalty: 4946.452637
	Iteration 14Q: 3 clusters Score -2512120 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2512681.750000 Penalty: 4946.452637
	Iteration 15Q: 3 clusters Score -2512682 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2513081.250000 Penalty: 4946.452637
	Iteration 16Q: 3 clusters Score -2513081 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2513366.500000 Penalty: 4946.452637
	Iteration 17Q: 3 clusters Score -2513366 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2513580.250000 Penalty: 4946.452637
	Iteration 18Q: 3 clusters Score -2513580 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2513755.500000 Penalty: 4946.452637
	Iteration 19Q: 3 clusters Score -2513756 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2513908.250000 Penalty: 4946.452637
	Iteration 20F: 3 clusters Score -2513908 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2514021.000000 Penalty: 4946.452637
	Iteration 21Q: 3 clusters Score -2514021 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2514138.000000 Penalty: 4946.452637
	Iteration 22Q: 3 clusters Score -2514138 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2514217.000000 Penalty: 4946.452637
	Iteration 23Q: 3 clusters Score -2514217 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2514271.000000 Penalty: 4946.452637
	Iteration 24Q: 3 clusters Score -2514271 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2514320.250000 Penalty: 4946.452637
	Iteration 25Q: 3 clusters Score -2514320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2514364.000000 Penalty: 4946.452637
	Iteration 26Q: 3 clusters Score -2514364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2514421.000000 Penalty: 4946.452637
	Iteration 27Q: 3 clusters Score -2514421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2514449.500000 Penalty: 4946.452637
	Iteration 28Q: 3 clusters Score -2514450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2514480.000000 Penalty: 4946.452637
	Iteration 29Q: 3 clusters Score -2514480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2514514.500000 Penalty: 4946.452637
	Iteration 30Q: 3 clusters Score -2514514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2514533.750000 Penalty: 4946.452637
	Iteration 31Q: 3 clusters Score -2514534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2514542.250000 Penalty: 4946.452637
	Iteration 32Q: 3 clusters Score -2514542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2514571.750000 Penalty: 4946.452637
	Iteration 33Q: 3 clusters Score -2514572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2514578.250000 Penalty: 4946.452637
	Iteration 34Q: 3 clusters Score -2514578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2514591.500000 Penalty: 4946.452637
	Iteration 35Q: 3 clusters Score -2514592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2514602.750000 Penalty: 4946.452637
	Iteration 36Q: 3 clusters Score -2514603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2514606.500000 Penalty: 4946.452637
	Iteration 37Q: 3 clusters Score -2514606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2514615.750000 Penalty: 4946.452637
	Iteration 38Q: 3 clusters Score -2514616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2514619.000000 Penalty: 4946.452637
	Iteration 39Q: 3 clusters Score -2514619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2514623.250000 Penalty: 4946.452637
	Iteration 40F: 3 clusters Score -2514623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2514627.750000 Penalty: 4946.452637
	Iteration 41Q: 3 clusters Score -2514628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2514629.750000 Penalty: 4946.452637
	Iteration 42Q: 3 clusters Score -2514630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2514628.000000 Penalty: 4946.452637
	Iteration 43Q: 3 clusters Score -2514628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2514634.750000 Penalty: 4946.452637
	Iteration 44Q: 3 clusters Score -2514635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2514646.000000 Penalty: 4946.452637
	Iteration 45Q: 3 clusters Score -2514646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2514653.000000 Penalty: 4946.452637
	Iteration 46Q: 3 clusters Score -2514653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2514653.000000 Penalty: 4946.452637
	Iteration 47Q: 3 clusters Score -2514653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2514660.250000 Penalty: 4946.452637
	Iteration 48Q: 3 clusters Score -2514660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2514661.000000 Penalty: 4946.452637
	Iteration 49Q: 3 clusters Score -2514661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2514659.250000 Penalty: 4946.452637
	Iteration 50Q: 3 clusters Score -2514659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2514660.750000 Penalty: 4946.452637
	Iteration 51Q: 3 clusters Score -2514661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2514658.250000 Penalty: 4946.452637
	Iteration 52Q: 3 clusters Score -2514658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2514659.000000 Penalty: 4946.452637
	Iteration 53Q: 3 clusters Score -2514659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2514661.250000 Penalty: 4946.452637
	Iteration 54Q: 3 clusters Score -2514661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2514663.500000 Penalty: 4946.452637
	Iteration 55Q: 3 clusters Score -2514664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2514664.750000 Penalty: 4946.452637
	Iteration 56Q: 3 clusters Score -2514665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2514667.500000 Penalty: 4946.452637
	Iteration 57Q: 3 clusters Score -2514668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2514667.500000 Penalty: 4946.452637
	Iteration 58Q: 3 clusters Score -2514668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2514667.500000 Penalty: 4946.452637
	Iteration 59F: 3 clusters Score -2514668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -298867.500000 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -298867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295853.187500 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -295853.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -296421.312500 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -296421.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -296546.375000 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -296546.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296613.531250 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -296613.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -296668.750000 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -296668.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296712.937500 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -296712.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -296767.343750 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -296767.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -296806.062500 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -296806.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296841.781250 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -296841.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -296871.156250 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -296871.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -296889.937500 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -296889.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -296908.500000 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -296908.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -296923.031250 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -296923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -296931.656250 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -296931.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -296944.625000 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -296944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -296951.062500 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -296951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -296955.937500 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -296955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -296959.218750 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -296959.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -296963.031250 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -296963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -296966.562500 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -296966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -296970.906250 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -296970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -296973.093750 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -296973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -296978.906250 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -296978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -296982.875000 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -296982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296991.875000 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -296991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -296999.062500 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -296999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -297006.125000 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -297006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -297011.375000 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -297011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297018.875000 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -297018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -297021.593750 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -297021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -297024.625000 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -297024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -297027.625000 Penalty: 3882.509277
	Iteration 31Q: 3 clusters Score -297027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -297030.218750 Penalty: 3882.509277
	Iteration 32Q: 3 clusters Score -297030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -297035.343750 Penalty: 3882.509277
	Iteration 33Q: 3 clusters Score -297035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -297039.218750 Penalty: 3882.509277
	Iteration 34Q: 3 clusters Score -297039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -297044.343750 Penalty: 3882.509277
	Iteration 35Q: 3 clusters Score -297044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -297045.781250 Penalty: 3882.509277
	Iteration 36Q: 3 clusters Score -297045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -297047.156250 Penalty: 3882.509277
	Iteration 37Q: 3 clusters Score -297047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -297051.437500 Penalty: 3882.509277
	Iteration 38Q: 3 clusters Score -297051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -297057.031250 Penalty: 3882.509277
	Iteration 39Q: 3 clusters Score -297057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -297066.531250 Penalty: 3882.509277
	Iteration 40F: 3 clusters Score -297066.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -297073.031250 Penalty: 3882.509277
	Iteration 41Q: 3 clusters Score -297073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -297076.093750 Penalty: 3882.509277
	Iteration 42Q: 3 clusters Score -297076.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297080.031250 Penalty: 3882.509277
	Iteration 43Q: 3 clusters Score -297080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -297083.531250 Penalty: 3882.509277
	Iteration 44Q: 3 clusters Score -297083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -297084.812500 Penalty: 3882.509277
	Iteration 45Q: 3 clusters Score -297084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -297086.937500 Penalty: 3882.509277
	Iteration 46Q: 3 clusters Score -297086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -297088.812500 Penalty: 3882.509277
	Iteration 47Q: 3 clusters Score -297088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -297091.500000 Penalty: 3882.509277
	Iteration 48Q: 3 clusters Score -297091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -297099.875000 Penalty: 3882.509277
	Iteration 49Q: 3 clusters Score -297099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -297107.968750 Penalty: 3882.509277
	Iteration 50Q: 3 clusters Score -297108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -297114.187500 Penalty: 3882.509277
	Iteration 51Q: 3 clusters Score -297114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -297117.437500 Penalty: 3882.509277
	Iteration 52Q: 3 clusters Score -297117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -297123.156250 Penalty: 3882.509277
	Iteration 53Q: 3 clusters Score -297123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -297125.250000 Penalty: 3882.509277
	Iteration 54Q: 3 clusters Score -297125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -297127.031250 Penalty: 3882.509277
	Iteration 55Q: 3 clusters Score -297127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -297129.843750 Penalty: 3882.509277
	Iteration 56Q: 3 clusters Score -297129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -297131.625000 Penalty: 3882.509277
	Iteration 57Q: 3 clusters Score -297131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -297132.218750 Penalty: 3882.509277
	Iteration 58Q: 3 clusters Score -297132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -297134.343750 Penalty: 3882.509277
	Iteration 59Q: 3 clusters Score -297134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -297135.187500 Penalty: 3882.509277
	Iteration 60F: 3 clusters Score -297135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -297138.593750 Penalty: 3882.509277
	Iteration 61Q: 3 clusters Score -297138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -297146.343750 Penalty: 3882.509277
	Iteration 62Q: 3 clusters Score -297146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -297150.875000 Penalty: 3882.509277
	Iteration 63Q: 3 clusters Score -297150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -297157.187500 Penalty: 3882.509277
	Iteration 64Q: 3 clusters Score -297157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -297162.375000 Penalty: 3882.509277
	Iteration 65Q: 3 clusters Score -297162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -297169.093750 Penalty: 3882.509277
	Iteration 66Q: 3 clusters Score -297169.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -297178.406250 Penalty: 3882.509277
	Iteration 67Q: 3 clusters Score -297178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -297185.750000 Penalty: 3882.509277
	Iteration 68Q: 3 clusters Score -297185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -297188.406250 Penalty: 3882.509277
	Iteration 69Q: 3 clusters Score -297188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -297194.500000 Penalty: 3882.509277
	Iteration 70Q: 3 clusters Score -297194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -297198.937500 Penalty: 3882.509277
	Iteration 71Q: 3 clusters Score -297198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -297201.187500 Penalty: 3882.509277
	Iteration 72Q: 3 clusters Score -297201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297201.656250 Penalty: 3882.509277
	Iteration 73Q: 3 clusters Score -297201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297202.656250 Penalty: 3882.509277
	Iteration 74Q: 3 clusters Score -297202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -297204.062500 Penalty: 3882.509277
	Iteration 75Q: 3 clusters Score -297204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -297204.250000 Penalty: 3882.509277
	Iteration 76Q: 3 clusters Score -297204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -297204.562500 Penalty: 3882.509277
	Iteration 77Q: 3 clusters Score -297204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -297204.562500 Penalty: 3882.509277
	Iteration 78F: 3 clusters Score -297204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Entering Unmasked Estep 
Score: -5304778.500000 Penalty: 2658.681152
	Iteration 0F: 2 clusters Score -5304778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -5274153.000000 Penalty: 5317.362305
	Iteration 0F: 3 clusters Score -5274153 nChanged 20879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5285730.000000 Penalty: 5317.362305
	Iteration 1F: 3 clusters Score -5285730 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5286203.500000 Penalty: 5317.362305
	Iteration 2Q: 3 clusters Score -5286204 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5286626.000000 Penalty: 5317.362305
	Iteration 3Q: 3 clusters Score -5286626 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5287093.500000 Penalty: 5317.362305
	Iteration 4Q: 3 clusters Score -5287094 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5287663.500000 Penalty: 5317.362305
	Iteration 5Q: 3 clusters Score -5287664 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -5288463.500000 Penalty: 5317.362305
	Iteration 6Q: 3 clusters Score -5288464 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -5289700.500000 Penalty: 5317.362305
	Iteration 7F: 3 clusters Score -5289700 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -5291672.500000 Penalty: 5317.362305
	Iteration 8F: 3 clusters Score -5291672 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -5294411.000000 Penalty: 5317.362305
	Iteration 9F: 3 clusters Score -5294411 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5297365.500000 Penalty: 5317.362305
	Iteration 10F: 3 clusters Score -5297366 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5299802.000000 Penalty: 5317.362305
	Iteration 11F: 3 clusters Score -5299802 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5301223.500000 Penalty: 5317.362305
	Iteration 12Q: 3 clusters Score -5301224 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -5301868.500000 Penalty: 5317.362305
	Iteration 13Q: 3 clusters Score -5301868 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5302120.000000 Penalty: 5317.362305
	Iteration 14Q: 3 clusters Score -5302120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5302239.000000 Penalty: 5317.362305
	Iteration 15Q: 3 clusters Score -5302239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5302316.000000 Penalty: 5317.362305
	Iteration 16Q: 3 clusters Score -5302316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5302344.500000 Penalty: 5317.362305
	Iteration 17Q: 3 clusters Score -5302344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5302371.500000 Penalty: 5317.362305
	Iteration 18Q: 3 clusters Score -5302372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5302393.500000 Penalty: 5317.362305
	Iteration 19Q: 3 clusters Score -5302394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5302411.000000 Penalty: 5317.362305
	Iteration 20F: 3 clusters Score -5302411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -5302432.000000 Penalty: 5317.362305
	Iteration 21Q: 3 clusters Score -5302432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5302437.000000 Penalty: 5317.362305
	Iteration 22Q: 3 clusters Score -5302437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -5302442.500000 Penalty: 5317.362305
	Iteration 23Q: 3 clusters Score -5302442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -5302450.000000 Penalty: 5317.362305
	Iteration 24Q: 3 clusters Score -5302450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5302454.000000 Penalty: 5317.362305
	Iteration 25Q: 3 clusters Score -5302454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -5302464.500000 Penalty: 5317.362305
	Iteration 26Q: 3 clusters Score -5302464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5302472.000000 Penalty: 5317.362305
	Iteration 27Q: 3 clusters Score -5302472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -5302478.500000 Penalty: 5317.362305
	Iteration 28Q: 3 clusters Score -5302478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -5302484.000000 Penalty: 5317.362305
	Iteration 29Q: 3 clusters Score -5302484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5302489.000000 Penalty: 5317.362305
	Iteration 30Q: 3 clusters Score -5302489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -5302485.500000 Penalty: 5317.362305
	Iteration 31Q: 3 clusters Score -5302486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -5302486.500000 Penalty: 5317.362305
	Iteration 32Q: 3 clusters Score -5302486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -5302486.500000 Penalty: 5317.362305
	Iteration 33F: 3 clusters Score -5302486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Entering Unmasked Estep 
Score: -3788331.750000 Penalty: 2574.932373
	Iteration 0F: 2 clusters Score -3788332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3766180.750000 Penalty: 5149.864746
	Iteration 0F: 3 clusters Score -3766181 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3774316.000000 Penalty: 5149.864746
	Iteration 1F: 3 clusters Score -3774316 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3774944.250000 Penalty: 5149.864746
	Iteration 2Q: 3 clusters Score -3774944 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3775649.750000 Penalty: 5149.864746
	Iteration 3Q: 3 clusters Score -3775650 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3776538.250000 Penalty: 5149.864746
	Iteration 4F: 3 clusters Score -3776538 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3777613.000000 Penalty: 5149.864746
	Iteration 5F: 3 clusters Score -3777613 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3778867.250000 Penalty: 5149.864746
	Iteration 6F: 3 clusters Score -3778867 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3780217.500000 Penalty: 5149.864746
	Iteration 7F: 3 clusters Score -3780218 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3781596.250000 Penalty: 5149.864746
	Iteration 8F: 3 clusters Score -3781596 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3782815.250000 Penalty: 5149.864746
	Iteration 9Q: 3 clusters Score -3782815 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3783760.250000 Penalty: 5149.864746
	Iteration 10Q: 3 clusters Score -3783760 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3784448.250000 Penalty: 5149.864746
	Iteration 11Q: 3 clusters Score -3784448 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3784960.750000 Penalty: 5149.864746
	Iteration 12Q: 3 clusters Score -3784961 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3785280.750000 Penalty: 5149.864746
	Iteration 13Q: 3 clusters Score -3785281 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3785510.750000 Penalty: 5149.864746
	Iteration 14Q: 3 clusters Score -3785511 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3785675.750000 Penalty: 5149.864746
	Iteration 15Q: 3 clusters Score -3785676 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -3785779.750000 Penalty: 5149.864746
	Iteration 16Q: 3 clusters Score -3785780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3785839.750000 Penalty: 5149.864746
	Iteration 17Q: 3 clusters Score -3785840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3785895.500000 Penalty: 5149.864746
	Iteration 18Q: 3 clusters Score -3785896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3785926.750000 Penalty: 5149.864746
	Iteration 19Q: 3 clusters Score -3785927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3785966.500000 Penalty: 5149.864746
	Iteration 20F: 3 clusters Score -3785966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3785997.750000 Penalty: 5149.864746
	Iteration 21Q: 3 clusters Score -3785998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3786014.250000 Penalty: 5149.864746
	Iteration 22Q: 3 clusters Score -3786014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3786018.250000 Penalty: 5149.864746
	Iteration 23Q: 3 clusters Score -3786018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3786028.250000 Penalty: 5149.864746
	Iteration 24Q: 3 clusters Score -3786028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3786036.250000 Penalty: 5149.864746
	Iteration 25Q: 3 clusters Score -3786036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3786036.000000 Penalty: 5149.864746
	Iteration 26Q: 3 clusters Score -3786036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3786042.000000 Penalty: 5149.864746
	Iteration 27Q: 3 clusters Score -3786042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3786048.250000 Penalty: 5149.864746
	Iteration 28Q: 3 clusters Score -3786048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3786047.750000 Penalty: 5149.864746
	Iteration 29Q: 3 clusters Score -3786048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3786045.250000 Penalty: 5149.864746
	Iteration 30Q: 3 clusters Score -3786045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3786050.750000 Penalty: 5149.864746
	Iteration 31Q: 3 clusters Score -3786051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3786060.250000 Penalty: 5149.864746
	Iteration 32Q: 3 clusters Score -3786060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3786063.750000 Penalty: 5149.864746
	Iteration 33Q: 3 clusters Score -3786064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3786066.500000 Penalty: 5149.864746
	Iteration 34Q: 3 clusters Score -3786066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3786066.250000 Penalty: 5149.864746
	Iteration 35Q: 3 clusters Score -3786066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -3786069.000000 Penalty: 5149.864746
	Iteration 36Q: 3 clusters Score -3786069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3786065.250000 Penalty: 5149.864746
	Iteration 37Q: 3 clusters Score -3786065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3786062.500000 Penalty: 5149.864746
	Iteration 38Q: 3 clusters Score -3786062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3786062.000000 Penalty: 5149.864746
	Iteration 39Q: 3 clusters Score -3786062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3786062.750000 Penalty: 5149.864746
	Iteration 40F: 3 clusters Score -3786063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -3786064.500000 Penalty: 5149.864746
	Iteration 41Q: 3 clusters Score -3786064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3786067.500000 Penalty: 5149.864746
	Iteration 42Q: 3 clusters Score -3786068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -3786070.750000 Penalty: 5149.864746
	Iteration 43Q: 3 clusters Score -3786071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3786069.250000 Penalty: 5149.864746
	Iteration 44Q: 3 clusters Score -3786069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3786071.750000 Penalty: 5149.864746
	Iteration 45Q: 3 clusters Score -3786072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3786073.500000 Penalty: 5149.864746
	Iteration 46Q: 3 clusters Score -3786074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3786078.000000 Penalty: 5149.864746
	Iteration 47Q: 3 clusters Score -3786078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3786081.750000 Penalty: 5149.864746
	Iteration 48Q: 3 clusters Score -3786082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3786081.250000 Penalty: 5149.864746
	Iteration 49Q: 3 clusters Score -3786081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3786084.500000 Penalty: 5149.864746
	Iteration 50Q: 3 clusters Score -3786084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3786089.000000 Penalty: 5149.864746
	Iteration 51Q: 3 clusters Score -3786089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3786090.000000 Penalty: 5149.864746
	Iteration 52Q: 3 clusters Score -3786090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3786090.250000 Penalty: 5149.864746
	Iteration 53Q: 3 clusters Score -3786090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3786090.250000 Penalty: 5149.864746
	Iteration 54F: 3 clusters Score -3786090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -22324.285156 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -22324.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21144.882812 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -21144.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21313.345703 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -21313.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21343.222656 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -21343.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21362.980469 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -21362.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21362.980469 Penalty: 2742.596680
	Iteration 4F: 3 clusters Score -21362.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Entering Unmasked Estep 
Score: -16504905.000000 Penalty: 2943.487061
	Iteration 0F: 2 clusters Score -1.65049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -16409470.000000 Penalty: 5886.974121
	Iteration 0F: 3 clusters Score -1.640947e+07 nChanged 68083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -16448693.000000 Penalty: 5886.974121
	Iteration 1F: 3 clusters Score -1.644869e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -16450190.000000 Penalty: 5886.974121
	Iteration 2Q: 3 clusters Score -1.645019e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -16452225.000000 Penalty: 5886.974121
	Iteration 3Q: 3 clusters Score -1.645222e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -16455732.000000 Penalty: 5886.974121
	Iteration 4Q: 3 clusters Score -1.645573e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -16461314.000000 Penalty: 5886.974121
	Iteration 5F: 3 clusters Score -1.646131e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -16469694.000000 Penalty: 5886.974121
	Iteration 6F: 3 clusters Score -1.646969e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -16479461.000000 Penalty: 5886.974121
	Iteration 7F: 3 clusters Score -1.647946e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 120953 members 
Entering Unmasked Estep 
Score: -16487422.000000 Penalty: 5886.974121
	Iteration 8F: 3 clusters Score -1.648742e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 126237 members 
Entering Unmasked Estep 
Score: -16492355.000000 Penalty: 5886.974121
	Iteration 9Q: 3 clusters Score -1.649236e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 129678 members 
Entering Unmasked Estep 
Score: -16495233.000000 Penalty: 5886.974121
	Iteration 10Q: 3 clusters Score -1.649523e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 132062 members 
Entering Unmasked Estep 
Score: -16496857.000000 Penalty: 5886.974121
	Iteration 11Q: 3 clusters Score -1.649686e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -16498092.000000 Penalty: 5886.974121
	Iteration 12Q: 3 clusters Score -1.649809e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -16499103.000000 Penalty: 5886.974121
	Iteration 13Q: 3 clusters Score -1.64991e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -16499831.000000 Penalty: 5886.974121
	Iteration 14Q: 3 clusters Score -1.649983e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -16500417.000000 Penalty: 5886.974121
	Iteration 15Q: 3 clusters Score -1.650042e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -16500946.000000 Penalty: 5886.974121
	Iteration 16Q: 3 clusters Score -1.650095e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -16501291.000000 Penalty: 5886.974121
	Iteration 17Q: 3 clusters Score -1.650129e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 139899 members 
Entering Unmasked Estep 
Score: -16501589.000000 Penalty: 5886.974121
	Iteration 18Q: 3 clusters Score -1.650159e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 140284 members 
Entering Unmasked Estep 
Score: -16501756.000000 Penalty: 5886.974121
	Iteration 19Q: 3 clusters Score -1.650176e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 140552 members 
Entering Unmasked Estep 
Score: -16501849.000000 Penalty: 5886.974121
	Iteration 20F: 3 clusters Score -1.650185e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -16501962.000000 Penalty: 5886.974121
	Iteration 21Q: 3 clusters Score -1.650196e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 140900 members 
Entering Unmasked Estep 
Score: -16502027.000000 Penalty: 5886.974121
	Iteration 22Q: 3 clusters Score -1.650203e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 141039 members 
Entering Unmasked Estep 
Score: -16502141.000000 Penalty: 5886.974121
	Iteration 23Q: 3 clusters Score -1.650214e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -16502179.000000 Penalty: 5886.974121
	Iteration 24Q: 3 clusters Score -1.650218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 141227 members 
Entering Unmasked Estep 
Score: -16502250.000000 Penalty: 5886.974121
	Iteration 25Q: 3 clusters Score -1.650225e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -16502260.000000 Penalty: 5886.974121
	Iteration 26Q: 3 clusters Score -1.650226e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 141354 members 
Entering Unmasked Estep 
Score: -16502290.000000 Penalty: 5886.974121
	Iteration 27Q: 3 clusters Score -1.650229e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 141409 members 
Entering Unmasked Estep 
Score: -16502325.000000 Penalty: 5886.974121
	Iteration 28Q: 3 clusters Score -1.650232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -16502328.000000 Penalty: 5886.974121
	Iteration 29Q: 3 clusters Score -1.650233e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -16502335.000000 Penalty: 5886.974121
	Iteration 30Q: 3 clusters Score -1.650234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -16502364.000000 Penalty: 5886.974121
	Iteration 31Q: 3 clusters Score -1.650236e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 141565 members 
Entering Unmasked Estep 
Score: -16502368.000000 Penalty: 5886.974121
	Iteration 32Q: 3 clusters Score -1.650237e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -16502376.000000 Penalty: 5886.974121
	Iteration 33Q: 3 clusters Score -1.650238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -16502394.000000 Penalty: 5886.974121
	Iteration 34Q: 3 clusters Score -1.650239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 141617 members 
Entering Unmasked Estep 
Score: -16502393.000000 Penalty: 5886.974121
	Iteration 35Q: 3 clusters Score -1.650239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -16502416.000000 Penalty: 5886.974121
	Iteration 36Q: 3 clusters Score -1.650242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 141647 members 
Entering Unmasked Estep 
Score: -16502411.000000 Penalty: 5886.974121
	Iteration 37Q: 3 clusters Score -1.650241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -16502420.000000 Penalty: 5886.974121
	Iteration 38Q: 3 clusters Score -1.650242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -16502432.000000 Penalty: 5886.974121
	Iteration 39Q: 3 clusters Score -1.650243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 141682 members 
Entering Unmasked Estep 
Score: -16502440.000000 Penalty: 5886.974121
	Iteration 40F: 3 clusters Score -1.650244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 141688 members 
Entering Unmasked Estep 
Score: -16502457.000000 Penalty: 5886.974121
	Iteration 41Q: 3 clusters Score -1.650246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -16502462.000000 Penalty: 5886.974121
	Iteration 42Q: 3 clusters Score -1.650246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 141701 members 
Entering Unmasked Estep 
Score: -16502462.000000 Penalty: 5886.974121
	Iteration 43Q: 3 clusters Score -1.650246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 141705 members 
Entering Unmasked Estep 
Score: -16502466.000000 Penalty: 5886.974121
	Iteration 44Q: 3 clusters Score -1.650247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 141708 members 
Entering Unmasked Estep 
Score: -16502468.000000 Penalty: 5886.974121
	Iteration 45Q: 3 clusters Score -1.650247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -16502476.000000 Penalty: 5886.974121
	Iteration 46Q: 3 clusters Score -1.650248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 141713 members 
Entering Unmasked Estep 
Score: -16502472.000000 Penalty: 5886.974121
	Iteration 47Q: 3 clusters Score -1.650247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 141714 members 
Entering Unmasked Estep 
Score: -16502484.000000 Penalty: 5886.974121
	Iteration 48Q: 3 clusters Score -1.650248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -16502484.000000 Penalty: 5886.974121
	Iteration 49Q: 3 clusters Score -1.650248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -16502485.000000 Penalty: 5886.974121
	Iteration 50Q: 3 clusters Score -1.650248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 141723 members 
Entering Unmasked Estep 
Score: -16502488.000000 Penalty: 5886.974121
	Iteration 51Q: 3 clusters Score -1.650249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -16502490.000000 Penalty: 5886.974121
	Iteration 52Q: 3 clusters Score -1.650249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -16502489.000000 Penalty: 5886.974121
	Iteration 53Q: 3 clusters Score -1.650249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -16502503.000000 Penalty: 5886.974121
	Iteration 54Q: 3 clusters Score -1.65025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -16502508.000000 Penalty: 5886.974121
	Iteration 55Q: 3 clusters Score -1.650251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 141734 members 
Entering Unmasked Estep 
Score: -16502507.000000 Penalty: 5886.974121
	Iteration 56Q: 3 clusters Score -1.650251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -16502520.000000 Penalty: 5886.974121
	Iteration 57Q: 3 clusters Score -1.650252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 141752 members 
Entering Unmasked Estep 
Score: -16502523.000000 Penalty: 5886.974121
	Iteration 58Q: 3 clusters Score -1.650252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -16502531.000000 Penalty: 5886.974121
	Iteration 59Q: 3 clusters Score -1.650253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -16502536.000000 Penalty: 5886.974121
	Iteration 60F: 3 clusters Score -1.650254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
Score: -16502534.000000 Penalty: 5886.974121
	Iteration 61Q: 3 clusters Score -1.650253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -16502527.000000 Penalty: 5886.974121
	Iteration 62Q: 3 clusters Score -1.650253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -16502520.000000 Penalty: 5886.974121
	Iteration 63Q: 3 clusters Score -1.650252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -16502524.000000 Penalty: 5886.974121
	Iteration 64Q: 3 clusters Score -1.650252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -16502536.000000 Penalty: 5886.974121
	Iteration 65Q: 3 clusters Score -1.650254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -16502551.000000 Penalty: 5886.974121
	Iteration 66Q: 3 clusters Score -1.650255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -16502549.000000 Penalty: 5886.974121
	Iteration 67Q: 3 clusters Score -1.650255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -16502542.000000 Penalty: 5886.974121
	Iteration 68Q: 3 clusters Score -1.650254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 141792 members 
Entering Unmasked Estep 
Score: -16502554.000000 Penalty: 5886.974121
	Iteration 69Q: 3 clusters Score -1.650255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 141794 members 
Entering Unmasked Estep 
Score: -16502554.000000 Penalty: 5886.974121
	Iteration 70Q: 3 clusters Score -1.650255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -16502566.000000 Penalty: 5886.974121
	Iteration 71Q: 3 clusters Score -1.650257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -16502556.000000 Penalty: 5886.974121
	Iteration 72Q: 3 clusters Score -1.650256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
Score: -16502562.000000 Penalty: 5886.974121
	Iteration 73Q: 3 clusters Score -1.650256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
Score: -16502562.000000 Penalty: 5886.974121
	Iteration 74F: 3 clusters Score -1.650256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168316 members 
Entering Unmasked Estep 
Score: -19362184.000000 Penalty: 2984.332520
	Iteration 0F: 2 clusters Score -1.936218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -19251820.000000 Penalty: 5968.665039
	Iteration 0F: 3 clusters Score -1.925182e+07 nChanged 80415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -19298542.000000 Penalty: 5968.665039
	Iteration 1F: 3 clusters Score -1.929854e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -19299820.000000 Penalty: 5968.665039
	Iteration 2Q: 3 clusters Score -1.929982e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -19302024.000000 Penalty: 5968.665039
	Iteration 3Q: 3 clusters Score -1.930202e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -19305400.000000 Penalty: 5968.665039
	Iteration 4Q: 3 clusters Score -1.93054e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -19311594.000000 Penalty: 5968.665039
	Iteration 5F: 3 clusters Score -1.931159e+07 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124470 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -19322152.000000 Penalty: 5968.665039
	Iteration 6F: 3 clusters Score -1.932215e+07 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -19335474.000000 Penalty: 5968.665039
	Iteration 7F: 3 clusters Score -1.933547e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149886 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -19346966.000000 Penalty: 5968.665039
	Iteration 8F: 3 clusters Score -1.934697e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -19353444.000000 Penalty: 5968.665039
	Iteration 9Q: 3 clusters Score -1.935344e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -19356540.000000 Penalty: 5968.665039
	Iteration 10Q: 3 clusters Score -1.935654e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -19358112.000000 Penalty: 5968.665039
	Iteration 11Q: 3 clusters Score -1.935811e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19359000.000000 Penalty: 5968.665039
	Iteration 12Q: 3 clusters Score -1.9359e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164681 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -19359460.000000 Penalty: 5968.665039
	Iteration 13Q: 3 clusters Score -1.935946e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -19359754.000000 Penalty: 5968.665039
	Iteration 14Q: 3 clusters Score -1.935975e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -19359946.000000 Penalty: 5968.665039
	Iteration 15Q: 3 clusters Score -1.935995e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -19360098.000000 Penalty: 5968.665039
	Iteration 16Q: 3 clusters Score -1.93601e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19360128.000000 Penalty: 5968.665039
	Iteration 17Q: 3 clusters Score -1.936013e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19360224.000000 Penalty: 5968.665039
	Iteration 18Q: 3 clusters Score -1.936022e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -19360280.000000 Penalty: 5968.665039
	Iteration 19Q: 3 clusters Score -1.936028e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166268 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19360356.000000 Penalty: 5968.665039
	Iteration 20F: 3 clusters Score -1.936036e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19360394.000000 Penalty: 5968.665039
	Iteration 21Q: 3 clusters Score -1.936039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -19360416.000000 Penalty: 5968.665039
	Iteration 22Q: 3 clusters Score -1.936042e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19360454.000000 Penalty: 5968.665039
	Iteration 23Q: 3 clusters Score -1.936045e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166549 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19360476.000000 Penalty: 5968.665039
	Iteration 24Q: 3 clusters Score -1.936048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5968.665039
	Iteration 25Q: 3 clusters Score -1.936049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -19360496.000000 Penalty: 5968.665039
	Iteration 26Q: 3 clusters Score -1.93605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166612 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19360512.000000 Penalty: 5968.665039
	Iteration 27Q: 3 clusters Score -1.936051e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19360500.000000 Penalty: 5968.665039
	Iteration 28Q: 3 clusters Score -1.93605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19360484.000000 Penalty: 5968.665039
	Iteration 29Q: 3 clusters Score -1.936048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19360502.000000 Penalty: 5968.665039
	Iteration 30Q: 3 clusters Score -1.93605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19360502.000000 Penalty: 5968.665039
	Iteration 31Q: 3 clusters Score -1.93605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -19360490.000000 Penalty: 5968.665039
	Iteration 32Q: 3 clusters Score -1.936049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166678 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19360496.000000 Penalty: 5968.665039
	Iteration 33Q: 3 clusters Score -1.93605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19360508.000000 Penalty: 5968.665039
	Iteration 34Q: 3 clusters Score -1.936051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166685 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19360500.000000 Penalty: 5968.665039
	Iteration 35Q: 3 clusters Score -1.93605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5968.665039
	Iteration 36Q: 3 clusters Score -1.936049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19360500.000000 Penalty: 5968.665039
	Iteration 37Q: 3 clusters Score -1.93605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19360486.000000 Penalty: 5968.665039
	Iteration 38Q: 3 clusters Score -1.936049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5968.665039
	Iteration 39Q: 3 clusters Score -1.936049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19360500.000000 Penalty: 5968.665039
	Iteration 40F: 3 clusters Score -1.93605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19360498.000000 Penalty: 5968.665039
	Iteration 41Q: 3 clusters Score -1.93605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19360496.000000 Penalty: 5968.665039
	Iteration 42Q: 3 clusters Score -1.93605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19360496.000000 Penalty: 5968.665039
	Iteration 43Q: 3 clusters Score -1.93605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5968.665039
	Iteration 44Q: 3 clusters Score -1.936049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5968.665039
	Iteration 45Q: 3 clusters Score -1.936049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5968.665039
	Iteration 46F: 3 clusters Score -1.936049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -56134.566406 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56134.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54529.902344 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54529.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54719.152344 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -54719.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54784.960938 Penalty: 3150.904053
	Iteration 2Q: 3 clusters Score -54784.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54813.074219 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -54813.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54850.531250 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -54850.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54887.292969 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -54887.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54917.460938 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -54917.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54944.207031 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -54944.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54963.851562 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -54963.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54981.667969 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -54981.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54988.109375 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -54988.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54999.027344 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -54999.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55009.390625 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -55009.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55011.406250 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -55011.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55011.406250 Penalty: 3150.904053
	Iteration 14F: 3 clusters Score -55011.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304245 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103823 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 548 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168316 members 
Mstep: Class 24 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635504.000000 Penalty: 89191.812500
Iteration 101F: 27 clusters Score -1.146355e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304193 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103822 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20214 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 32027 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32299 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142743 members 
Mstep: Class 23 contains 168307 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1099 members 
Mstep: Class 26 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635736.000000 Penalty: 89191.812500
Iteration 102Q: 27 clusters Score -1.146357e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304182 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20203 members 
Mstep: Class 7 contains 20537 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 553 members 
Mstep: Class 13 contains 32030 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21425 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32300 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142735 members 
Mstep: Class 23 contains 168304 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1129 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635800.000000 Penalty: 89191.812500
Iteration 103Q: 27 clusters Score -1.146358e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304182 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103820 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20198 members 
Mstep: Class 7 contains 20536 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21424 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45274 members 
Mstep: Class 20 contains 32300 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142740 members 
Mstep: Class 23 contains 168299 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1135 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635880.000000 Penalty: 89191.812500
Iteration 104Q: 27 clusters Score -1.146359e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304184 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103818 members 
Mstep: Class 5 contains 29897 members 
Mstep: Class 6 contains 20191 members 
Mstep: Class 7 contains 20539 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 32033 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45275 members 
Mstep: Class 20 contains 32301 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142742 members 
Mstep: Class 23 contains 168295 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1138 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635888.000000 Penalty: 89191.812500
Iteration 105Q: 27 clusters Score -1.146359e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304186 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103818 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20184 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 32033 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45276 members 
Mstep: Class 20 contains 32302 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142742 members 
Mstep: Class 23 contains 168295 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1138 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635952.000000 Penalty: 89191.812500
Iteration 106Q: 27 clusters Score -1.14636e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304185 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103819 members 
Mstep: Class 5 contains 29898 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64239 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32033 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21424 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45278 members 
Mstep: Class 20 contains 32303 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142743 members 
Mstep: Class 23 contains 168291 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635928.000000 Penalty: 89191.812500
Iteration 107Q: 27 clusters Score -1.146359e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304190 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103822 members 
Mstep: Class 5 contains 29897 members 
Mstep: Class 6 contains 20176 members 
Mstep: Class 7 contains 20539 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64239 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32033 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45279 members 
Mstep: Class 20 contains 32305 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142746 members 
Mstep: Class 23 contains 168284 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636008.000000 Penalty: 89191.812500
Iteration 108Q: 27 clusters Score -1.14636e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304190 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103825 members 
Mstep: Class 5 contains 29896 members 
Mstep: Class 6 contains 20177 members 
Mstep: Class 7 contains 20539 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64239 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32034 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45281 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142746 members 
Mstep: Class 23 contains 168280 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636008.000000 Penalty: 89191.812500
Iteration 109Q: 27 clusters Score -1.14636e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304188 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103828 members 
Mstep: Class 5 contains 29893 members 
Mstep: Class 6 contains 20176 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64239 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45283 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142748 members 
Mstep: Class 23 contains 168276 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636000.000000 Penalty: 89191.812500
Iteration 110Q: 27 clusters Score -1.14636e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304188 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 29890 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64239 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45284 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142752 members 
Mstep: Class 23 contains 168274 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636008.000000 Penalty: 89191.812500
Iteration 111Q: 27 clusters Score -1.14636e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304183 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 29889 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45286 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142758 members 
Mstep: Class 23 contains 168273 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636016.000000 Penalty: 89191.812500
Iteration 112Q: 27 clusters Score -1.14636e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304185 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 29886 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142757 members 
Mstep: Class 23 contains 168272 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636048.000000 Penalty: 89191.812500
Iteration 113Q: 27 clusters Score -1.14636e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304187 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 29884 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64238 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45292 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142754 members 
Mstep: Class 23 contains 168272 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636064.000000 Penalty: 89191.812500
Iteration 114Q: 27 clusters Score -1.146361e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304187 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45293 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142754 members 
Mstep: Class 23 contains 168273 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635992.000000 Penalty: 89191.812500
Iteration 115Q: 27 clusters Score -1.14636e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304187 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103830 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45294 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142755 members 
Mstep: Class 23 contains 168271 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635984.000000 Penalty: 89191.812500
Iteration 116Q: 27 clusters Score -1.14636e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304186 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103831 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142755 members 
Mstep: Class 23 contains 168270 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636016.000000 Penalty: 89191.812500
Iteration 117Q: 27 clusters Score -1.14636e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 304186 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103833 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142755 members 
Mstep: Class 23 contains 168268 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636008.000000 Penalty: 89191.812500
Iteration 118Q: 27 clusters Score -1.14636e+08 nChanged 1
Entering ConstructFrom: 
Score: -114636008.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -119237.203125 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -119237.2 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 619 members 
Entering Unmasked Estep 
Score: -117187.929688 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -117187.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117731.015625 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -117731 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118015.281250 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -118015.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -118339.500000 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -118339.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118760.617188 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -118760.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -119217.242188 Penalty: 3513.776367
	Iteration 5F: 3 clusters Score -119217.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -119795.031250 Penalty: 3513.776367
	Iteration 6F: 3 clusters Score -119795 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120725.117188 Penalty: 3513.776367
	Iteration 7F: 3 clusters Score -120725.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120901.343750 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -120901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -120929.554688 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -120929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120959.210938 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -120959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -120980.992188 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -120981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120992.562500 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -120992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121001.007812 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -121001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121005.773438 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -121005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121014.218750 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -121014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121014.218750 Penalty: 3513.776367
	Iteration 16F: 3 clusters Score -121014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304186 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103834 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142755 members 
Mstep: Class 23 contains 168267 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
Score: -114636096.000000 Penalty: 92622.265625
Splitting cluster 1 changes total score from -114636008.000000 to -114636096.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (304186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304186 members 
Entering Unmasked Estep 
Score: -34797940.000000 Penalty: 3131.097900
	Iteration 0F: 2 clusters Score -3.479794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -34604328.000000 Penalty: 6262.195801
	Iteration 0F: 3 clusters Score -3.460433e+07 nChanged 147726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144886 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -34691192.000000 Penalty: 6262.195801
	Iteration 1F: 3 clusters Score -3.469119e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140393 members 
Mstep: Class 2 contains 163793 members 
Entering Unmasked Estep 
Score: -34692384.000000 Penalty: 6262.195801
	Iteration 2Q: 3 clusters Score -3.469238e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133276 members 
Mstep: Class 2 contains 170910 members 
Entering Unmasked Estep 
Score: -34694688.000000 Penalty: 6262.195801
	Iteration 3Q: 3 clusters Score -3.469469e+07 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122294 members 
Mstep: Class 2 contains 181892 members 
Entering Unmasked Estep 
Score: -34698720.000000 Penalty: 6262.195801
	Iteration 4Q: 3 clusters Score -3.469872e+07 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 198312 members 
Entering Unmasked Estep 
Score: -34706824.000000 Penalty: 6262.195801
	Iteration 5F: 3 clusters Score -3.470682e+07 nChanged 23040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 221224 members 
Entering Unmasked Estep 
Score: -34722272.000000 Penalty: 6262.195801
	Iteration 6F: 3 clusters Score -3.472227e+07 nChanged 28144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 249340 members 
Entering Unmasked Estep 
Score: -34745888.000000 Penalty: 6262.195801
	Iteration 7F: 3 clusters Score -3.474589e+07 nChanged 26739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 276073 members 
Entering Unmasked Estep 
Score: -34770576.000000 Penalty: 6262.195801
	Iteration 8F: 3 clusters Score -3.477058e+07 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 293528 members 
Entering Unmasked Estep 
Score: -34787068.000000 Penalty: 6262.195801
	Iteration 9F: 3 clusters Score -3.478707e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 300878 members 
Entering Unmasked Estep 
Score: -34792880.000000 Penalty: 6262.195801
	Iteration 10Q: 3 clusters Score -3.479288e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 303113 members 
Entering Unmasked Estep 
Score: -34794344.000000 Penalty: 6262.195801
	Iteration 11Q: 3 clusters Score -3.479434e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 303709 members 
Entering Unmasked Estep 
Score: -34794796.000000 Penalty: 6262.195801
	Iteration 12Q: 3 clusters Score -3.47948e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303850 members 
Entering Unmasked Estep 
Score: -34794992.000000 Penalty: 6262.195801
	Iteration 13Q: 3 clusters Score -3.479499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303912 members 
Entering Unmasked Estep 
Score: -34795092.000000 Penalty: 6262.195801
	Iteration 14Q: 3 clusters Score -3.479509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 303931 members 
Entering Unmasked Estep 
Score: -34795128.000000 Penalty: 6262.195801
	Iteration 15Q: 3 clusters Score -3.479513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 303941 members 
Entering Unmasked Estep 
Score: -34795180.000000 Penalty: 6262.195801
	Iteration 16Q: 3 clusters Score -3.479518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303946 members 
Entering Unmasked Estep 
Score: -34795188.000000 Penalty: 6262.195801
	Iteration 17Q: 3 clusters Score -3.479519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303948 members 
Entering Unmasked Estep 
Score: -34795184.000000 Penalty: 6262.195801
	Iteration 18Q: 3 clusters Score -3.479518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303948 members 
Entering Unmasked Estep 
Score: -34795180.000000 Penalty: 6262.195801
	Iteration 19Q: 3 clusters Score -3.479518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303949 members 
Entering Unmasked Estep 
Score: -34795184.000000 Penalty: 6262.195801
	Iteration 20F: 3 clusters Score -3.479518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303951 members 
Entering Unmasked Estep 
Score: -34795204.000000 Penalty: 6262.195801
	Iteration 21Q: 3 clusters Score -3.47952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 303953 members 
Entering Unmasked Estep 
Score: -34795212.000000 Penalty: 6262.195801
	Iteration 22Q: 3 clusters Score -3.479521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303955 members 
Entering Unmasked Estep 
Score: -34795212.000000 Penalty: 6262.195801
	Iteration 23Q: 3 clusters Score -3.479521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 303957 members 
Entering Unmasked Estep 
Score: -34795224.000000 Penalty: 6262.195801
	Iteration 24Q: 3 clusters Score -3.479522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 303957 members 
Entering Unmasked Estep 
Score: -34795224.000000 Penalty: 6262.195801
	Iteration 25F: 3 clusters Score -3.479522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -10643.966797 Penalty: 1185.222534
	Iteration 0F: 2 clusters Score -10643.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9780.288086 Penalty: 2370.445068
	Iteration 0F: 3 clusters Score -9780.288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9785.320312 Penalty: 2370.445068
	Iteration 1Q: 3 clusters Score -9785.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9785.320312 Penalty: 2370.445068
	Iteration 2F: 3 clusters Score -9785.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Entering Unmasked Estep 
Score: -11996461.000000 Penalty: 2864.536133
	Iteration 0F: 2 clusters Score -1.199646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -11926888.000000 Penalty: 5729.072266
	Iteration 0F: 3 clusters Score -1.192689e+07 nChanged 49189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -11955175.000000 Penalty: 5729.072266
	Iteration 1F: 3 clusters Score -1.195518e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -11956301.000000 Penalty: 5729.072266
	Iteration 2Q: 3 clusters Score -1.19563e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -11957957.000000 Penalty: 5729.072266
	Iteration 3Q: 3 clusters Score -1.195796e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -11960594.000000 Penalty: 5729.072266
	Iteration 4F: 3 clusters Score -1.196059e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -11964539.000000 Penalty: 5729.072266
	Iteration 5F: 3 clusters Score -1.196454e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -11969795.000000 Penalty: 5729.072266
	Iteration 6F: 3 clusters Score -1.19698e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -11975542.000000 Penalty: 5729.072266
	Iteration 7F: 3 clusters Score -1.197554e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -11980539.000000 Penalty: 5729.072266
	Iteration 8F: 3 clusters Score -1.198054e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -11984630.000000 Penalty: 5729.072266
	Iteration 9F: 3 clusters Score -1.198463e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -11987621.000000 Penalty: 5729.072266
	Iteration 10Q: 3 clusters Score -1.198762e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -11989966.000000 Penalty: 5729.072266
	Iteration 11Q: 3 clusters Score -1.198997e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -11991603.000000 Penalty: 5729.072266
	Iteration 12Q: 3 clusters Score -1.19916e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -11992628.000000 Penalty: 5729.072266
	Iteration 13Q: 3 clusters Score -1.199263e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -11993109.000000 Penalty: 5729.072266
	Iteration 14Q: 3 clusters Score -1.199311e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -11993469.000000 Penalty: 5729.072266
	Iteration 15Q: 3 clusters Score -1.199347e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -11993683.000000 Penalty: 5729.072266
	Iteration 16Q: 3 clusters Score -1.199368e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -11993810.000000 Penalty: 5729.072266
	Iteration 17Q: 3 clusters Score -1.199381e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -11993900.000000 Penalty: 5729.072266
	Iteration 18Q: 3 clusters Score -1.19939e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -11993995.000000 Penalty: 5729.072266
	Iteration 19Q: 3 clusters Score -1.1994e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -11993998.000000 Penalty: 5729.072266
	Iteration 20F: 3 clusters Score -1.1994e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -11994044.000000 Penalty: 5729.072266
	Iteration 21Q: 3 clusters Score -1.199404e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -11994084.000000 Penalty: 5729.072266
	Iteration 22Q: 3 clusters Score -1.199408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -11994088.000000 Penalty: 5729.072266
	Iteration 23Q: 3 clusters Score -1.199409e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -11994094.000000 Penalty: 5729.072266
	Iteration 24Q: 3 clusters Score -1.199409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -11994133.000000 Penalty: 5729.072266
	Iteration 25Q: 3 clusters Score -1.199413e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -11994144.000000 Penalty: 5729.072266
	Iteration 26Q: 3 clusters Score -1.199414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -11994158.000000 Penalty: 5729.072266
	Iteration 27Q: 3 clusters Score -1.199416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -11994156.000000 Penalty: 5729.072266
	Iteration 28Q: 3 clusters Score -1.199416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -11994178.000000 Penalty: 5729.072266
	Iteration 29Q: 3 clusters Score -1.199418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -11994196.000000 Penalty: 5729.072266
	Iteration 30Q: 3 clusters Score -1.19942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -11994187.000000 Penalty: 5729.072266
	Iteration 31Q: 3 clusters Score -1.199419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -11994197.000000 Penalty: 5729.072266
	Iteration 32Q: 3 clusters Score -1.19942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -11994192.000000 Penalty: 5729.072266
	Iteration 33Q: 3 clusters Score -1.199419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -11994185.000000 Penalty: 5729.072266
	Iteration 34Q: 3 clusters Score -1.199418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -11994187.000000 Penalty: 5729.072266
	Iteration 35Q: 3 clusters Score -1.199419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -11994204.000000 Penalty: 5729.072266
	Iteration 36Q: 3 clusters Score -1.19942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -11994200.000000 Penalty: 5729.072266
	Iteration 37Q: 3 clusters Score -1.19942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -11994192.000000 Penalty: 5729.072266
	Iteration 38Q: 3 clusters Score -1.199419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -11994209.000000 Penalty: 5729.072266
	Iteration 39Q: 3 clusters Score -1.199421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -11994217.000000 Penalty: 5729.072266
	Iteration 40F: 3 clusters Score -1.199422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -11994217.000000 Penalty: 5729.072266
	Iteration 41Q: 3 clusters Score -1.199422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -11994219.000000 Penalty: 5729.072266
	Iteration 42Q: 3 clusters Score -1.199422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -11994213.000000 Penalty: 5729.072266
	Iteration 43Q: 3 clusters Score -1.199421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -11994225.000000 Penalty: 5729.072266
	Iteration 44Q: 3 clusters Score -1.199422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -11994227.000000 Penalty: 5729.072266
	Iteration 45Q: 3 clusters Score -1.199423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -11994224.000000 Penalty: 5729.072266
	Iteration 46Q: 3 clusters Score -1.199422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -11994226.000000 Penalty: 5729.072266
	Iteration 47Q: 3 clusters Score -1.199423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -11994230.000000 Penalty: 5729.072266
	Iteration 48Q: 3 clusters Score -1.199423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -11994230.000000 Penalty: 5729.072266
	Iteration 49F: 3 clusters Score -1.199423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Entering Unmasked Estep 
Score: -3470220.250000 Penalty: 2555.651123
	Iteration 0F: 2 clusters Score -3470220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3449812.500000 Penalty: 5111.302246
	Iteration 0F: 3 clusters Score -3449812 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3457055.500000 Penalty: 5111.302246
	Iteration 1F: 3 clusters Score -3457056 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3457527.500000 Penalty: 5111.302246
	Iteration 2Q: 3 clusters Score -3457528 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3458009.250000 Penalty: 5111.302246
	Iteration 3Q: 3 clusters Score -3458009 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3458546.000000 Penalty: 5111.302246
	Iteration 4Q: 3 clusters Score -3458546 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3459312.750000 Penalty: 5111.302246
	Iteration 5Q: 3 clusters Score -3459313 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3460392.500000 Penalty: 5111.302246
	Iteration 6F: 3 clusters Score -3460392 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3461765.000000 Penalty: 5111.302246
	Iteration 7F: 3 clusters Score -3461765 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3463404.000000 Penalty: 5111.302246
	Iteration 8F: 3 clusters Score -3463404 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3465001.250000 Penalty: 5111.302246
	Iteration 9F: 3 clusters Score -3465001 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3466316.000000 Penalty: 5111.302246
	Iteration 10Q: 3 clusters Score -3466316 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3467132.750000 Penalty: 5111.302246
	Iteration 11Q: 3 clusters Score -3467133 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3467519.500000 Penalty: 5111.302246
	Iteration 12Q: 3 clusters Score -3467520 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3467708.000000 Penalty: 5111.302246
	Iteration 13Q: 3 clusters Score -3467708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3467815.250000 Penalty: 5111.302246
	Iteration 14Q: 3 clusters Score -3467815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3467867.750000 Penalty: 5111.302246
	Iteration 15Q: 3 clusters Score -3467868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3467909.500000 Penalty: 5111.302246
	Iteration 16Q: 3 clusters Score -3467910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3467944.750000 Penalty: 5111.302246
	Iteration 17Q: 3 clusters Score -3467945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3467973.000000 Penalty: 5111.302246
	Iteration 18Q: 3 clusters Score -3467973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3467987.000000 Penalty: 5111.302246
	Iteration 19Q: 3 clusters Score -3467987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3467998.250000 Penalty: 5111.302246
	Iteration 20F: 3 clusters Score -3467998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3468000.500000 Penalty: 5111.302246
	Iteration 21Q: 3 clusters Score -3468000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3468007.000000 Penalty: 5111.302246
	Iteration 22Q: 3 clusters Score -3468007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3468006.500000 Penalty: 5111.302246
	Iteration 23Q: 3 clusters Score -3468006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3468020.500000 Penalty: 5111.302246
	Iteration 24Q: 3 clusters Score -3468020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3468027.750000 Penalty: 5111.302246
	Iteration 25Q: 3 clusters Score -3468028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3468029.250000 Penalty: 5111.302246
	Iteration 26Q: 3 clusters Score -3468029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3468029.250000 Penalty: 5111.302246
	Iteration 27F: 3 clusters Score -3468029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Entering Unmasked Estep 
Score: -2363906.500000 Penalty: 2458.213379
	Iteration 0F: 2 clusters Score -2363906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2349792.000000 Penalty: 4916.426758
	Iteration 0F: 3 clusters Score -2349792 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2354489.750000 Penalty: 4916.426758
	Iteration 1F: 3 clusters Score -2354490 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2354818.250000 Penalty: 4916.426758
	Iteration 2F: 3 clusters Score -2354818 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2355038.750000 Penalty: 4916.426758
	Iteration 3Q: 3 clusters Score -2355039 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2355213.250000 Penalty: 4916.426758
	Iteration 4Q: 3 clusters Score -2355213 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2355399.000000 Penalty: 4916.426758
	Iteration 5Q: 3 clusters Score -2355399 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2355584.750000 Penalty: 4916.426758
	Iteration 6Q: 3 clusters Score -2355585 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2355761.000000 Penalty: 4916.426758
	Iteration 7Q: 3 clusters Score -2355761 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2355953.000000 Penalty: 4916.426758
	Iteration 8Q: 3 clusters Score -2355953 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2356217.500000 Penalty: 4916.426758
	Iteration 9Q: 3 clusters Score -2356218 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2356576.750000 Penalty: 4916.426758
	Iteration 10Q: 3 clusters Score -2356577 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2357104.750000 Penalty: 4916.426758
	Iteration 11Q: 3 clusters Score -2357105 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2357796.250000 Penalty: 4916.426758
	Iteration 12F: 3 clusters Score -2357796 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2358645.500000 Penalty: 4916.426758
	Iteration 13F: 3 clusters Score -2358646 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2359560.250000 Penalty: 4916.426758
	Iteration 14F: 3 clusters Score -2359560 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2360378.000000 Penalty: 4916.426758
	Iteration 15Q: 3 clusters Score -2360378 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2360915.750000 Penalty: 4916.426758
	Iteration 16Q: 3 clusters Score -2360916 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2361252.250000 Penalty: 4916.426758
	Iteration 17Q: 3 clusters Score -2361252 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2361462.250000 Penalty: 4916.426758
	Iteration 18Q: 3 clusters Score -2361462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2361583.750000 Penalty: 4916.426758
	Iteration 19Q: 3 clusters Score -2361584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2361665.000000 Penalty: 4916.426758
	Iteration 20F: 3 clusters Score -2361665 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2361735.000000 Penalty: 4916.426758
	Iteration 21Q: 3 clusters Score -2361735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2361768.250000 Penalty: 4916.426758
	Iteration 22Q: 3 clusters Score -2361768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2361790.500000 Penalty: 4916.426758
	Iteration 23Q: 3 clusters Score -2361790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2361805.250000 Penalty: 4916.426758
	Iteration 24Q: 3 clusters Score -2361805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2361824.000000 Penalty: 4916.426758
	Iteration 25Q: 3 clusters Score -2361824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2361840.500000 Penalty: 4916.426758
	Iteration 26Q: 3 clusters Score -2361840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2361852.250000 Penalty: 4916.426758
	Iteration 27Q: 3 clusters Score -2361852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2361856.500000 Penalty: 4916.426758
	Iteration 28Q: 3 clusters Score -2361856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2361864.750000 Penalty: 4916.426758
	Iteration 29Q: 3 clusters Score -2361865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2361869.000000 Penalty: 4916.426758
	Iteration 30Q: 3 clusters Score -2361869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2361874.250000 Penalty: 4916.426758
	Iteration 31Q: 3 clusters Score -2361874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2361877.500000 Penalty: 4916.426758
	Iteration 32Q: 3 clusters Score -2361878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2361880.750000 Penalty: 4916.426758
	Iteration 33Q: 3 clusters Score -2361881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2361880.750000 Penalty: 4916.426758
	Iteration 34F: 3 clusters Score -2361881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Entering Unmasked Estep 
Score: -2193204.750000 Penalty: 2462.672119
	Iteration 0F: 2 clusters Score -2193205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2178757.000000 Penalty: 4925.344238
	Iteration 0F: 3 clusters Score -2178757 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2183651.000000 Penalty: 4925.344238
	Iteration 1F: 3 clusters Score -2183651 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2184181.250000 Penalty: 4925.344238
	Iteration 2F: 3 clusters Score -2184181 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2184755.500000 Penalty: 4925.344238
	Iteration 3F: 3 clusters Score -2184756 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2185445.250000 Penalty: 4925.344238
	Iteration 4F: 3 clusters Score -2185445 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2186224.250000 Penalty: 4925.344238
	Iteration 5F: 3 clusters Score -2186224 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2187106.000000 Penalty: 4925.344238
	Iteration 6F: 3 clusters Score -2187106 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2188029.000000 Penalty: 4925.344238
	Iteration 7F: 3 clusters Score -2188029 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2189008.500000 Penalty: 4925.344238
	Iteration 8F: 3 clusters Score -2189008 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2189926.500000 Penalty: 4925.344238
	Iteration 9F: 3 clusters Score -2189926 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2190599.000000 Penalty: 4925.344238
	Iteration 10Q: 3 clusters Score -2190599 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2190930.000000 Penalty: 4925.344238
	Iteration 11Q: 3 clusters Score -2190930 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2191076.500000 Penalty: 4925.344238
	Iteration 12Q: 3 clusters Score -2191076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2191152.000000 Penalty: 4925.344238
	Iteration 13Q: 3 clusters Score -2191152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2191188.250000 Penalty: 4925.344238
	Iteration 14Q: 3 clusters Score -2191188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2191221.000000 Penalty: 4925.344238
	Iteration 15Q: 3 clusters Score -2191221 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2191226.250000 Penalty: 4925.344238
	Iteration 16Q: 3 clusters Score -2191226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2191241.750000 Penalty: 4925.344238
	Iteration 17Q: 3 clusters Score -2191242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2191250.250000 Penalty: 4925.344238
	Iteration 18Q: 3 clusters Score -2191250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2191253.500000 Penalty: 4925.344238
	Iteration 19Q: 3 clusters Score -2191254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2191252.500000 Penalty: 4925.344238
	Iteration 20F: 3 clusters Score -2191252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2191267.250000 Penalty: 4925.344238
	Iteration 21Q: 3 clusters Score -2191267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2191273.750000 Penalty: 4925.344238
	Iteration 22Q: 3 clusters Score -2191274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2191277.250000 Penalty: 4925.344238
	Iteration 23Q: 3 clusters Score -2191277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2191281.500000 Penalty: 4925.344238
	Iteration 24Q: 3 clusters Score -2191282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2191274.250000 Penalty: 4925.344238
	Iteration 25Q: 3 clusters Score -2191274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2191278.000000 Penalty: 4925.344238
	Iteration 26Q: 3 clusters Score -2191278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2191279.750000 Penalty: 4925.344238
	Iteration 27Q: 3 clusters Score -2191280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2191277.250000 Penalty: 4925.344238
	Iteration 28Q: 3 clusters Score -2191277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2191283.250000 Penalty: 4925.344238
	Iteration 29Q: 3 clusters Score -2191283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2191286.250000 Penalty: 4925.344238
	Iteration 30Q: 3 clusters Score -2191286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2191290.500000 Penalty: 4925.344238
	Iteration 31Q: 3 clusters Score -2191290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2191288.500000 Penalty: 4925.344238
	Iteration 32Q: 3 clusters Score -2191288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2191283.000000 Penalty: 4925.344238
	Iteration 33Q: 3 clusters Score -2191283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2191287.500000 Penalty: 4925.344238
	Iteration 34Q: 3 clusters Score -2191288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2191287.500000 Penalty: 4925.344238
	Iteration 35Q: 3 clusters Score -2191288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2191289.500000 Penalty: 4925.344238
	Iteration 36Q: 3 clusters Score -2191290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2191291.000000 Penalty: 4925.344238
	Iteration 37Q: 3 clusters Score -2191291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2191296.250000 Penalty: 4925.344238
	Iteration 38Q: 3 clusters Score -2191296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2191297.750000 Penalty: 4925.344238
	Iteration 39Q: 3 clusters Score -2191298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2191303.500000 Penalty: 4925.344238
	Iteration 40F: 3 clusters Score -2191304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2191298.750000 Penalty: 4925.344238
	Iteration 41Q: 3 clusters Score -2191299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2191299.500000 Penalty: 4925.344238
	Iteration 42Q: 3 clusters Score -2191300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2191301.000000 Penalty: 4925.344238
	Iteration 43Q: 3 clusters Score -2191301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2191300.250000 Penalty: 4925.344238
	Iteration 44Q: 3 clusters Score -2191300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2191300.250000 Penalty: 4925.344238
	Iteration 45F: 3 clusters Score -2191300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -254924.156250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -254924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -252074.312500 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -252074.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252581.218750 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -252581.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -252714.359375 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -252714.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252779.000000 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -252779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -252815.031250 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -252815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -252846.515625 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -252846.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -252870.843750 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -252870.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -252898.093750 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -252898.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -252930.046875 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -252930 nChanged 44
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: -252966.406250 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -252966.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -253013.250000 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -253013.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -253050.140625 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -253050.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -253088.359375 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -253088.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -253117.359375 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -253117.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -253145.109375 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -253145.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -253165.234375 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -253165.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -253189.031250 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -253189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -253206.312500 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -253206.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -253222.828125 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -253222.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253233.359375 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -253233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253243.546875 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -253243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -253250.734375 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -253250.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -253258.734375 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -253258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -253264.640625 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -253264.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -253271.359375 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -253271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -253280.015625 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -253280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -253287.671875 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -253287.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -253294.375000 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -253294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -253298.750000 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -253298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -253301.921875 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -253301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -253305.609375 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -253305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -253310.562500 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -253310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -253315.234375 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -253315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -253317.312500 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -253317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -253320.750000 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -253320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -253323.390625 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -253323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -253326.781250 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -253326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -253328.718750 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -253328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -253328.906250 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -253328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -253328.906250 Penalty: 3847.497314
	Iteration 39F: 3 clusters Score -253328.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Entering Unmasked Estep 
Score: -7492596.500000 Penalty: 2745.442871
	Iteration 0F: 2 clusters Score -7492596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -7449585.500000 Penalty: 5490.885742
	Iteration 0F: 3 clusters Score -7449586 nChanged 29805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -7466325.500000 Penalty: 5490.885742
	Iteration 1F: 3 clusters Score -7466326 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -7466944.500000 Penalty: 5490.885742
	Iteration 2Q: 3 clusters Score -7466944 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7467740.500000 Penalty: 5490.885742
	Iteration 3Q: 3 clusters Score -7467740 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -7468729.500000 Penalty: 5490.885742
	Iteration 4Q: 3 clusters Score -7468730 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -7470057.500000 Penalty: 5490.885742
	Iteration 5Q: 3 clusters Score -7470058 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -7472107.500000 Penalty: 5490.885742
	Iteration 6F: 3 clusters Score -7472108 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -7474992.000000 Penalty: 5490.885742
	Iteration 7F: 3 clusters Score -7474992 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -7478748.000000 Penalty: 5490.885742
	Iteration 8F: 3 clusters Score -7478748 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -7482812.500000 Penalty: 5490.885742
	Iteration 9F: 3 clusters Score -7482812 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -7486264.500000 Penalty: 5490.885742
	Iteration 10F: 3 clusters Score -7486264 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -7488345.000000 Penalty: 5490.885742
	Iteration 11Q: 3 clusters Score -7488345 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -7489402.500000 Penalty: 5490.885742
	Iteration 12Q: 3 clusters Score -7489402 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -7489811.500000 Penalty: 5490.885742
	Iteration 13Q: 3 clusters Score -7489812 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -7490058.000000 Penalty: 5490.885742
	Iteration 14Q: 3 clusters Score -7490058 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -7490160.000000 Penalty: 5490.885742
	Iteration 15Q: 3 clusters Score -7490160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -7490209.000000 Penalty: 5490.885742
	Iteration 16Q: 3 clusters Score -7490209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -7490247.000000 Penalty: 5490.885742
	Iteration 17Q: 3 clusters Score -7490247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -7490279.500000 Penalty: 5490.885742
	Iteration 18Q: 3 clusters Score -7490280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -7490299.500000 Penalty: 5490.885742
	Iteration 19Q: 3 clusters Score -7490300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -7490322.500000 Penalty: 5490.885742
	Iteration 20F: 3 clusters Score -7490322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -7490340.500000 Penalty: 5490.885742
	Iteration 21Q: 3 clusters Score -7490340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -7490364.500000 Penalty: 5490.885742
	Iteration 22Q: 3 clusters Score -7490364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7490386.500000 Penalty: 5490.885742
	Iteration 23Q: 3 clusters Score -7490386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -7490392.500000 Penalty: 5490.885742
	Iteration 24Q: 3 clusters Score -7490392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -7490404.500000 Penalty: 5490.885742
	Iteration 25Q: 3 clusters Score -7490404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -7490398.500000 Penalty: 5490.885742
	Iteration 26Q: 3 clusters Score -7490398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -7490403.500000 Penalty: 5490.885742
	Iteration 27Q: 3 clusters Score -7490404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7490400.500000 Penalty: 5490.885742
	Iteration 28Q: 3 clusters Score -7490400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -7490401.500000 Penalty: 5490.885742
	Iteration 29Q: 3 clusters Score -7490402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -7490403.500000 Penalty: 5490.885742
	Iteration 30Q: 3 clusters Score -7490404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -7490403.500000 Penalty: 5490.885742
	Iteration 31F: 3 clusters Score -7490404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -433337.312500 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -433337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -429396.812500 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -429396.8 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -430276.968750 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -430277 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -430496.187500 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -430496.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -430649.093750 Penalty: 4110.738770
	Iteration 3F: 3 clusters Score -430649.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -430745.781250 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -430745.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -430810.406250 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -430810.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430869.718750 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -430869.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -430922.031250 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -430922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -430970.625000 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -430970.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -431024.875000 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -431024.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -431069.968750 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -431070 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -431113.000000 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -431113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -431148.250000 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -431148.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -431177.375000 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -431177.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -431203.843750 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -431203.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -431231.937500 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -431231.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -431260.875000 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -431260.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -431288.906250 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -431288.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -431321.343750 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -431321.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -431358.968750 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -431359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -431396.250000 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -431396.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -431449.625000 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -431449.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -431527.062500 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -431527.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -431618.343750 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -431618.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -431739.875000 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -431739.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -431872.031250 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -431872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -431967.281250 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -431967.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -432030.250000 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -432030.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -432078.750000 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -432078.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -432114.593750 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -432114.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -432140.343750 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -432140.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -432168.593750 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -432168.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -432193.093750 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -432193.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -432220.437500 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -432220.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -432251.562500 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -432251.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -432273.656250 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -432273.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -432307.718750 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -432307.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -432325.093750 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -432325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -432335.343750 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -432335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432346.531250 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -432346.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -432352.906250 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -432352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432356.906250 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -432356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432356.875000 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -432356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -432356.875000 Penalty: 4110.738770
	Iteration 43F: 3 clusters Score -432356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -930329.062500 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -930329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -923878.750000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -923878.8 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -925748.125000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -925748.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -926052.750000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -926052.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -926278.125000 Penalty: 4466.071777
	Iteration 3F: 3 clusters Score -926278.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -926509.187500 Penalty: 4466.071777
	Iteration 4Q: 3 clusters Score -926509.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -926749.562500 Penalty: 4466.071777
	Iteration 5Q: 3 clusters Score -926749.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -926973.937500 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -926973.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -927251.312500 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -927251.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -927549.375000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -927549.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -927798.500000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -927798.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -928003.250000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -928003.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -928165.375000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -928165.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -928289.375000 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -928289.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -928404.312500 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -928404.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -928502.937500 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -928502.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -928571.562500 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -928571.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -928625.062500 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -928625.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -928667.000000 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -928667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -928705.312500 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -928705.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -928756.500000 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -928756.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -928793.375000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -928793.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -928815.500000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -928815.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -928832.875000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -928832.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -928849.000000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -928849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -928857.062500 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -928857.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -928863.687500 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -928863.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -928866.625000 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -928866.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -928871.062500 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -928871.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -928873.937500 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -928873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -928873.625000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -928873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -928877.937500 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -928877.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -928884.187500 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -928884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -928892.750000 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -928892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -928904.812500 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -928904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -928913.812500 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -928913.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -928918.937500 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -928918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -928925.750000 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -928925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -928928.500000 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -928928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -928932.562500 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -928932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -928940.500000 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -928940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -928945.625000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -928945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -928950.812500 Penalty: 4466.071777
	Iteration 41Q: 3 clusters Score -928950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -928954.687500 Penalty: 4466.071777
	Iteration 42Q: 3 clusters Score -928954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -928956.125000 Penalty: 4466.071777
	Iteration 43Q: 3 clusters Score -928956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -928957.562500 Penalty: 4466.071777
	Iteration 44Q: 3 clusters Score -928957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -928960.812500 Penalty: 4466.071777
	Iteration 45Q: 3 clusters Score -928960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -928960.250000 Penalty: 4466.071777
	Iteration 46Q: 3 clusters Score -928960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -928963.125000 Penalty: 4466.071777
	Iteration 47Q: 3 clusters Score -928963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -928965.000000 Penalty: 4466.071777
	Iteration 48Q: 3 clusters Score -928965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -928963.062500 Penalty: 4466.071777
	Iteration 49Q: 3 clusters Score -928963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -928966.562500 Penalty: 4466.071777
	Iteration 50Q: 3 clusters Score -928966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -928966.125000 Penalty: 4466.071777
	Iteration 51Q: 3 clusters Score -928966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -928968.562500 Penalty: 4466.071777
	Iteration 52Q: 3 clusters Score -928968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -928968.875000 Penalty: 4466.071777
	Iteration 53Q: 3 clusters Score -928968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -928970.437500 Penalty: 4466.071777
	Iteration 54Q: 3 clusters Score -928970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -928971.312500 Penalty: 4466.071777
	Iteration 55Q: 3 clusters Score -928971.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -928971.187500 Penalty: 4466.071777
	Iteration 56Q: 3 clusters Score -928971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -928973.875000 Penalty: 4466.071777
	Iteration 57Q: 3 clusters Score -928973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -928975.625000 Penalty: 4466.071777
	Iteration 58Q: 3 clusters Score -928975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -928979.125000 Penalty: 4466.071777
	Iteration 59Q: 3 clusters Score -928979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -928983.625000 Penalty: 4466.071777
	Iteration 60F: 3 clusters Score -928983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -928983.000000 Penalty: 4466.071777
	Iteration 61Q: 3 clusters Score -928983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -928987.000000 Penalty: 4466.071777
	Iteration 62Q: 3 clusters Score -928987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -928987.625000 Penalty: 4466.071777
	Iteration 63Q: 3 clusters Score -928987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -928988.687500 Penalty: 4466.071777
	Iteration 64Q: 3 clusters Score -928988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -928988.812500 Penalty: 4466.071777
	Iteration 65Q: 3 clusters Score -928988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -928992.562500 Penalty: 4466.071777
	Iteration 66Q: 3 clusters Score -928992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -928991.750000 Penalty: 4466.071777
	Iteration 67Q: 3 clusters Score -928991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -928991.750000 Penalty: 4466.071777
	Iteration 68F: 3 clusters Score -928991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -54572.078125 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -54572.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53126.414062 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -53126.41 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53420.328125 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -53420.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53515.546875 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -53515.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53558.742188 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -53558.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53576.800781 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -53576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53579.390625 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -53579.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53581.031250 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -53581.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53583.539062 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -53583.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53583.539062 Penalty: 3135.992188
	Iteration 8F: 3 clusters Score -53583.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Entering Unmasked Estep 
Score: -3600908.500000 Penalty: 2572.904785
	Iteration 0F: 2 clusters Score -3600908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3578857.500000 Penalty: 5145.809570
	Iteration 0F: 3 clusters Score -3578858 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3586833.000000 Penalty: 5145.809570
	Iteration 1F: 3 clusters Score -3586833 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3587344.750000 Penalty: 5145.809570
	Iteration 2Q: 3 clusters Score -3587345 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3587745.750000 Penalty: 5145.809570
	Iteration 3Q: 3 clusters Score -3587746 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3588066.750000 Penalty: 5145.809570
	Iteration 4Q: 3 clusters Score -3588067 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3588350.500000 Penalty: 5145.809570
	Iteration 5Q: 3 clusters Score -3588350 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3588630.250000 Penalty: 5145.809570
	Iteration 6Q: 3 clusters Score -3588630 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3588881.750000 Penalty: 5145.809570
	Iteration 7Q: 3 clusters Score -3588882 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3589125.500000 Penalty: 5145.809570
	Iteration 8Q: 3 clusters Score -3589126 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3589387.500000 Penalty: 5145.809570
	Iteration 9Q: 3 clusters Score -3589388 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3589689.500000 Penalty: 5145.809570
	Iteration 10Q: 3 clusters Score -3589690 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3589982.750000 Penalty: 5145.809570
	Iteration 11Q: 3 clusters Score -3589983 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3590264.500000 Penalty: 5145.809570
	Iteration 12Q: 3 clusters Score -3590264 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3590562.250000 Penalty: 5145.809570
	Iteration 13Q: 3 clusters Score -3590562 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3590833.750000 Penalty: 5145.809570
	Iteration 14Q: 3 clusters Score -3590834 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3591125.750000 Penalty: 5145.809570
	Iteration 15Q: 3 clusters Score -3591126 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3591461.000000 Penalty: 5145.809570
	Iteration 16Q: 3 clusters Score -3591461 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3591919.250000 Penalty: 5145.809570
	Iteration 17Q: 3 clusters Score -3591919 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3592581.250000 Penalty: 5145.809570
	Iteration 18Q: 3 clusters Score -3592581 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3593556.500000 Penalty: 5145.809570
	Iteration 19Q: 3 clusters Score -3593556 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3594656.250000 Penalty: 5145.809570
	Iteration 20F: 3 clusters Score -3594656 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3595471.750000 Penalty: 5145.809570
	Iteration 21Q: 3 clusters Score -3595472 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3596013.500000 Penalty: 5145.809570
	Iteration 22Q: 3 clusters Score -3596014 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3596474.250000 Penalty: 5145.809570
	Iteration 23Q: 3 clusters Score -3596474 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3596811.500000 Penalty: 5145.809570
	Iteration 24Q: 3 clusters Score -3596812 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3597111.000000 Penalty: 5145.809570
	Iteration 25Q: 3 clusters Score -3597111 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3597360.500000 Penalty: 5145.809570
	Iteration 26Q: 3 clusters Score -3597360 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3597571.750000 Penalty: 5145.809570
	Iteration 27Q: 3 clusters Score -3597572 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3597751.250000 Penalty: 5145.809570
	Iteration 28Q: 3 clusters Score -3597751 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3597895.250000 Penalty: 5145.809570
	Iteration 29Q: 3 clusters Score -3597895 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3598026.000000 Penalty: 5145.809570
	Iteration 30Q: 3 clusters Score -3598026 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3598145.750000 Penalty: 5145.809570
	Iteration 31Q: 3 clusters Score -3598146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3598230.250000 Penalty: 5145.809570
	Iteration 32Q: 3 clusters Score -3598230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3598273.750000 Penalty: 5145.809570
	Iteration 33Q: 3 clusters Score -3598274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3598332.750000 Penalty: 5145.809570
	Iteration 34Q: 3 clusters Score -3598333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3598366.500000 Penalty: 5145.809570
	Iteration 35Q: 3 clusters Score -3598366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3598395.750000 Penalty: 5145.809570
	Iteration 36Q: 3 clusters Score -3598396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3598423.000000 Penalty: 5145.809570
	Iteration 37Q: 3 clusters Score -3598423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3598446.000000 Penalty: 5145.809570
	Iteration 38Q: 3 clusters Score -3598446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3598465.250000 Penalty: 5145.809570
	Iteration 39Q: 3 clusters Score -3598465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3598487.250000 Penalty: 5145.809570
	Iteration 40F: 3 clusters Score -3598487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3598506.750000 Penalty: 5145.809570
	Iteration 41Q: 3 clusters Score -3598507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3598517.250000 Penalty: 5145.809570
	Iteration 42Q: 3 clusters Score -3598517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3598537.500000 Penalty: 5145.809570
	Iteration 43Q: 3 clusters Score -3598538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3598543.250000 Penalty: 5145.809570
	Iteration 44Q: 3 clusters Score -3598543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3598566.000000 Penalty: 5145.809570
	Iteration 45Q: 3 clusters Score -3598566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3598582.250000 Penalty: 5145.809570
	Iteration 46Q: 3 clusters Score -3598582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3598594.750000 Penalty: 5145.809570
	Iteration 47Q: 3 clusters Score -3598595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3598615.500000 Penalty: 5145.809570
	Iteration 48Q: 3 clusters Score -3598616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3598636.250000 Penalty: 5145.809570
	Iteration 49Q: 3 clusters Score -3598636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3598639.750000 Penalty: 5145.809570
	Iteration 50Q: 3 clusters Score -3598640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3598661.500000 Penalty: 5145.809570
	Iteration 51Q: 3 clusters Score -3598662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3598671.750000 Penalty: 5145.809570
	Iteration 52Q: 3 clusters Score -3598672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3598671.250000 Penalty: 5145.809570
	Iteration 53Q: 3 clusters Score -3598671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3598676.500000 Penalty: 5145.809570
	Iteration 54Q: 3 clusters Score -3598676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3598679.500000 Penalty: 5145.809570
	Iteration 55Q: 3 clusters Score -3598680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3598684.500000 Penalty: 5145.809570
	Iteration 56Q: 3 clusters Score -3598684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3598688.500000 Penalty: 5145.809570
	Iteration 57Q: 3 clusters Score -3598688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3598686.250000 Penalty: 5145.809570
	Iteration 58Q: 3 clusters Score -3598686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3598694.000000 Penalty: 5145.809570
	Iteration 59Q: 3 clusters Score -3598694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3598701.250000 Penalty: 5145.809570
	Iteration 60F: 3 clusters Score -3598701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3598700.750000 Penalty: 5145.809570
	Iteration 61Q: 3 clusters Score -3598701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3598705.500000 Penalty: 5145.809570
	Iteration 62Q: 3 clusters Score -3598706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3598709.500000 Penalty: 5145.809570
	Iteration 63Q: 3 clusters Score -3598710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3598707.000000 Penalty: 5145.809570
	Iteration 64Q: 3 clusters Score -3598707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3598713.500000 Penalty: 5145.809570
	Iteration 65Q: 3 clusters Score -3598714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3598712.500000 Penalty: 5145.809570
	Iteration 66Q: 3 clusters Score -3598712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3598716.250000 Penalty: 5145.809570
	Iteration 67Q: 3 clusters Score -3598716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3598717.500000 Penalty: 5145.809570
	Iteration 68Q: 3 clusters Score -3598718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3598729.500000 Penalty: 5145.809570
	Iteration 69Q: 3 clusters Score -3598730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3598733.750000 Penalty: 5145.809570
	Iteration 70Q: 3 clusters Score -3598734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3598726.250000 Penalty: 5145.809570
	Iteration 71Q: 3 clusters Score -3598726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3598731.250000 Penalty: 5145.809570
	Iteration 72Q: 3 clusters Score -3598731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3598729.750000 Penalty: 5145.809570
	Iteration 73Q: 3 clusters Score -3598730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3598732.000000 Penalty: 5145.809570
	Iteration 74Q: 3 clusters Score -3598732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3598739.250000 Penalty: 5145.809570
	Iteration 75Q: 3 clusters Score -3598739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3598738.500000 Penalty: 5145.809570
	Iteration 76Q: 3 clusters Score -3598738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3598736.250000 Penalty: 5145.809570
	Iteration 77Q: 3 clusters Score -3598736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3598738.250000 Penalty: 5145.809570
	Iteration 78Q: 3 clusters Score -3598738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3598743.500000 Penalty: 5145.809570
	Iteration 79Q: 3 clusters Score -3598744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3598739.500000 Penalty: 5145.809570
	Iteration 80F: 3 clusters Score -3598740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3598742.750000 Penalty: 5145.809570
	Iteration 81Q: 3 clusters Score -3598743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3598743.500000 Penalty: 5145.809570
	Iteration 82Q: 3 clusters Score -3598744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3598748.500000 Penalty: 5145.809570
	Iteration 83Q: 3 clusters Score -3598748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3598753.500000 Penalty: 5145.809570
	Iteration 84Q: 3 clusters Score -3598754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3598750.250000 Penalty: 5145.809570
	Iteration 85Q: 3 clusters Score -3598750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3598748.750000 Penalty: 5145.809570
	Iteration 86Q: 3 clusters Score -3598749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3598747.250000 Penalty: 5145.809570
	Iteration 87Q: 3 clusters Score -3598747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3598747.250000 Penalty: 5145.809570
	Iteration 88F: 3 clusters Score -3598747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -414741.968750 Penalty: 2033.467041
	Iteration 0F: 2 clusters Score -414742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -411043.187500 Penalty: 4066.934082
	Iteration 0F: 3 clusters Score -411043.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -411821.187500 Penalty: 4066.934082
	Iteration 1F: 3 clusters Score -411821.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -411986.375000 Penalty: 4066.934082
	Iteration 2F: 3 clusters Score -411986.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -412079.968750 Penalty: 4066.934082
	Iteration 3Q: 3 clusters Score -412080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -412141.468750 Penalty: 4066.934082
	Iteration 4Q: 3 clusters Score -412141.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -412182.781250 Penalty: 4066.934082
	Iteration 5Q: 3 clusters Score -412182.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -412216.250000 Penalty: 4066.934082
	Iteration 6Q: 3 clusters Score -412216.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412237.687500 Penalty: 4066.934082
	Iteration 7Q: 3 clusters Score -412237.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -412255.593750 Penalty: 4066.934082
	Iteration 8Q: 3 clusters Score -412255.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -412274.156250 Penalty: 4066.934082
	Iteration 9Q: 3 clusters Score -412274.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -412293.656250 Penalty: 4066.934082
	Iteration 10Q: 3 clusters Score -412293.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -412317.031250 Penalty: 4066.934082
	Iteration 11Q: 3 clusters Score -412317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -412336.906250 Penalty: 4066.934082
	Iteration 12Q: 3 clusters Score -412336.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -412354.156250 Penalty: 4066.934082
	Iteration 13Q: 3 clusters Score -412354.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -412365.375000 Penalty: 4066.934082
	Iteration 14Q: 3 clusters Score -412365.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -412377.593750 Penalty: 4066.934082
	Iteration 15Q: 3 clusters Score -412377.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -412389.593750 Penalty: 4066.934082
	Iteration 16Q: 3 clusters Score -412389.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -412400.093750 Penalty: 4066.934082
	Iteration 17Q: 3 clusters Score -412400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -412408.000000 Penalty: 4066.934082
	Iteration 18Q: 3 clusters Score -412408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -412416.718750 Penalty: 4066.934082
	Iteration 19Q: 3 clusters Score -412416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -412419.625000 Penalty: 4066.934082
	Iteration 20F: 3 clusters Score -412419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -412424.593750 Penalty: 4066.934082
	Iteration 21Q: 3 clusters Score -412424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -412425.281250 Penalty: 4066.934082
	Iteration 22Q: 3 clusters Score -412425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -412425.406250 Penalty: 4066.934082
	Iteration 23Q: 3 clusters Score -412425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -412425.406250 Penalty: 4066.934082
	Iteration 24F: 3 clusters Score -412425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -708563.000000 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -708563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -703400.000000 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -703400 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -704725.375000 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -704725.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -705002.375000 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -705002.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -705174.750000 Penalty: 4322.995117
	Iteration 3Q: 3 clusters Score -705174.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -705285.000000 Penalty: 4322.995117
	Iteration 4Q: 3 clusters Score -705285 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -705386.500000 Penalty: 4322.995117
	Iteration 5Q: 3 clusters Score -705386.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -705475.375000 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -705475.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -705574.500000 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -705574.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -705665.437500 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -705665.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -705755.375000 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -705755.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -705857.562500 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -705857.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -705947.500000 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -705947.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -706047.937500 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -706047.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -706143.937500 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -706143.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -706217.187500 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -706217.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -706294.250000 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -706294.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -706355.750000 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -706355.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -706410.250000 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -706410.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -706456.562500 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -706456.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -706494.750000 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -706494.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -706518.687500 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -706518.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -706551.062500 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -706551.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -706582.437500 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -706582.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -706605.937500 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -706605.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -706630.812500 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -706630.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -706647.875000 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -706647.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -706669.000000 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -706669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -706689.500000 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -706689.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -706705.062500 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -706705.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -706725.875000 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -706725.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -706741.250000 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -706741.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -706754.687500 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -706754.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -706757.437500 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -706757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -706759.500000 Penalty: 4322.995117
	Iteration 33Q: 3 clusters Score -706759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -706762.000000 Penalty: 4322.995117
	Iteration 34Q: 3 clusters Score -706762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -706762.000000 Penalty: 4322.995117
	Iteration 35F: 3 clusters Score -706762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -43496.863281 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -43496.86 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 202 members 
Entering Unmasked Estep 
Score: -42077.187500 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -42077.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42217.781250 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -42217.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42269.527344 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -42269.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42283.804688 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -42283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42293.421875 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -42293.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42296.832031 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -42296.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42300.437500 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -42300.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42304.382812 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -42304.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42304.382812 Penalty: 3004.165039
	Iteration 8F: 3 clusters Score -42304.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Entering Unmasked Estep 
Score: -2515512.000000 Penalty: 2473.099121
	Iteration 0F: 2 clusters Score -2515512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2500526.750000 Penalty: 4946.198242
	Iteration 0F: 3 clusters Score -2500527 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2505514.750000 Penalty: 4946.198242
	Iteration 1F: 3 clusters Score -2505515 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2505952.500000 Penalty: 4946.198242
	Iteration 2F: 3 clusters Score -2505952 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2506291.750000 Penalty: 4946.198242
	Iteration 3Q: 3 clusters Score -2506292 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2506611.750000 Penalty: 4946.198242
	Iteration 4Q: 3 clusters Score -2506612 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2506955.000000 Penalty: 4946.198242
	Iteration 5Q: 3 clusters Score -2506955 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2507369.250000 Penalty: 4946.198242
	Iteration 6Q: 3 clusters Score -2507369 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2507905.000000 Penalty: 4946.198242
	Iteration 7Q: 3 clusters Score -2507905 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2508624.750000 Penalty: 4946.198242
	Iteration 8F: 3 clusters Score -2508625 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2509487.750000 Penalty: 4946.198242
	Iteration 9F: 3 clusters Score -2509488 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2510458.000000 Penalty: 4946.198242
	Iteration 10F: 3 clusters Score -2510458 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2511314.500000 Penalty: 4946.198242
	Iteration 11Q: 3 clusters Score -2511314 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2512000.750000 Penalty: 4946.198242
	Iteration 12Q: 3 clusters Score -2512001 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2512498.750000 Penalty: 4946.198242
	Iteration 13Q: 3 clusters Score -2512499 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2512819.500000 Penalty: 4946.198242
	Iteration 14Q: 3 clusters Score -2512820 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2512992.500000 Penalty: 4946.198242
	Iteration 15Q: 3 clusters Score -2512992 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2513115.750000 Penalty: 4946.198242
	Iteration 16Q: 3 clusters Score -2513116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2513176.500000 Penalty: 4946.198242
	Iteration 17Q: 3 clusters Score -2513176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2513220.250000 Penalty: 4946.198242
	Iteration 18Q: 3 clusters Score -2513220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2513250.500000 Penalty: 4946.198242
	Iteration 19Q: 3 clusters Score -2513250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2513280.000000 Penalty: 4946.198242
	Iteration 20F: 3 clusters Score -2513280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2513300.750000 Penalty: 4946.198242
	Iteration 21Q: 3 clusters Score -2513301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2513324.000000 Penalty: 4946.198242
	Iteration 22Q: 3 clusters Score -2513324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2513334.500000 Penalty: 4946.198242
	Iteration 23Q: 3 clusters Score -2513334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2513345.500000 Penalty: 4946.198242
	Iteration 24Q: 3 clusters Score -2513346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2513358.500000 Penalty: 4946.198242
	Iteration 25Q: 3 clusters Score -2513358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2513365.750000 Penalty: 4946.198242
	Iteration 26Q: 3 clusters Score -2513366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2513372.000000 Penalty: 4946.198242
	Iteration 27Q: 3 clusters Score -2513372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2513375.500000 Penalty: 4946.198242
	Iteration 28Q: 3 clusters Score -2513376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2513380.000000 Penalty: 4946.198242
	Iteration 29Q: 3 clusters Score -2513380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2513382.500000 Penalty: 4946.198242
	Iteration 30Q: 3 clusters Score -2513382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2513383.750000 Penalty: 4946.198242
	Iteration 31Q: 3 clusters Score -2513384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2513383.250000 Penalty: 4946.198242
	Iteration 32Q: 3 clusters Score -2513383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2513383.250000 Penalty: 4946.198242
	Iteration 33F: 3 clusters Score -2513383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -298867.500000 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -298867.5 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 1255 members 
Entering Unmasked Estep 
Score: -295931.812500 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -295931.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -296485.875000 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -296485.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -296664.093750 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -296664.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296762.593750 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -296762.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -296828.250000 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -296828.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296889.062500 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -296889.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -296940.125000 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -296940.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -296980.000000 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -296980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -297011.093750 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -297011.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -297050.093750 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -297050.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -297086.156250 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -297086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -297106.718750 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -297106.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -297123.750000 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -297123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -297138.812500 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -297138.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -297153.343750 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -297153.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -297166.031250 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -297166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297179.000000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -297179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -297187.281250 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -297187.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -297194.812500 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -297194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -297199.843750 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -297199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -297205.906250 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -297205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -297208.687500 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -297208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -297209.281250 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -297209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -297213.093750 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -297213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -297219.218750 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -297219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -297227.718750 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -297227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -297237.656250 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -297237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -297244.625000 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -297244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -297249.906250 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -297249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -297255.343750 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -297255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -297265.562500 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -297265.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -297271.843750 Penalty: 3882.509277
	Iteration 31Q: 3 clusters Score -297271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -297274.218750 Penalty: 3882.509277
	Iteration 32Q: 3 clusters Score -297274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -297277.687500 Penalty: 3882.509277
	Iteration 33Q: 3 clusters Score -297277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -297279.968750 Penalty: 3882.509277
	Iteration 34Q: 3 clusters Score -297280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -297281.625000 Penalty: 3882.509277
	Iteration 35Q: 3 clusters Score -297281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -297285.187500 Penalty: 3882.509277
	Iteration 36Q: 3 clusters Score -297285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -297289.406250 Penalty: 3882.509277
	Iteration 37Q: 3 clusters Score -297289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -297291.343750 Penalty: 3882.509277
	Iteration 38Q: 3 clusters Score -297291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -297293.062500 Penalty: 3882.509277
	Iteration 39Q: 3 clusters Score -297293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -297296.687500 Penalty: 3882.509277
	Iteration 40F: 3 clusters Score -297296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -297298.312500 Penalty: 3882.509277
	Iteration 41Q: 3 clusters Score -297298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -297298.312500 Penalty: 3882.509277
	Iteration 42F: 3 clusters Score -297298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Entering Unmasked Estep 
Score: -5307204.000000 Penalty: 2658.796143
	Iteration 0F: 2 clusters Score -5307204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5276656.000000 Penalty: 5317.592285
	Iteration 0F: 3 clusters Score -5276656 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5288000.000000 Penalty: 5317.592285
	Iteration 1F: 3 clusters Score -5288000 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5288402.500000 Penalty: 5317.592285
	Iteration 2Q: 3 clusters Score -5288402 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5288761.500000 Penalty: 5317.592285
	Iteration 3Q: 3 clusters Score -5288762 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5289071.500000 Penalty: 5317.592285
	Iteration 4Q: 3 clusters Score -5289072 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -5289374.500000 Penalty: 5317.592285
	Iteration 5Q: 3 clusters Score -5289374 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5289619.500000 Penalty: 5317.592285
	Iteration 6Q: 3 clusters Score -5289620 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5289910.000000 Penalty: 5317.592285
	Iteration 7Q: 3 clusters Score -5289910 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5290172.500000 Penalty: 5317.592285
	Iteration 8Q: 3 clusters Score -5290172 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5290498.500000 Penalty: 5317.592285
	Iteration 9Q: 3 clusters Score -5290498 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5291032.000000 Penalty: 5317.592285
	Iteration 10Q: 3 clusters Score -5291032 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5291931.500000 Penalty: 5317.592285
	Iteration 11Q: 3 clusters Score -5291932 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -5293332.500000 Penalty: 5317.592285
	Iteration 12F: 3 clusters Score -5293332 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5295569.500000 Penalty: 5317.592285
	Iteration 13F: 3 clusters Score -5295570 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5298516.500000 Penalty: 5317.592285
	Iteration 14F: 3 clusters Score -5298516 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5301351.000000 Penalty: 5317.592285
	Iteration 15F: 3 clusters Score -5301351 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5303248.000000 Penalty: 5317.592285
	Iteration 16Q: 3 clusters Score -5303248 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5304150.000000 Penalty: 5317.592285
	Iteration 17Q: 3 clusters Score -5304150 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5304491.500000 Penalty: 5317.592285
	Iteration 18Q: 3 clusters Score -5304492 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5304649.500000 Penalty: 5317.592285
	Iteration 19Q: 3 clusters Score -5304650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5304713.500000 Penalty: 5317.592285
	Iteration 20F: 3 clusters Score -5304714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5304761.000000 Penalty: 5317.592285
	Iteration 21Q: 3 clusters Score -5304761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5304788.000000 Penalty: 5317.592285
	Iteration 22Q: 3 clusters Score -5304788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5304804.500000 Penalty: 5317.592285
	Iteration 23Q: 3 clusters Score -5304804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5304815.500000 Penalty: 5317.592285
	Iteration 24Q: 3 clusters Score -5304816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5304820.500000 Penalty: 5317.592285
	Iteration 25Q: 3 clusters Score -5304820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5304819.000000 Penalty: 5317.592285
	Iteration 26Q: 3 clusters Score -5304819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5304819.000000 Penalty: 5317.592285
	Iteration 27F: 3 clusters Score -5304819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Entering Unmasked Estep 
Score: -3788910.750000 Penalty: 2574.970703
	Iteration 0F: 2 clusters Score -3788911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3766836.000000 Penalty: 5149.941406
	Iteration 0F: 3 clusters Score -3766836 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3774876.500000 Penalty: 5149.941406
	Iteration 1F: 3 clusters Score -3774876 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3775533.250000 Penalty: 5149.941406
	Iteration 2F: 3 clusters Score -3775533 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3776231.250000 Penalty: 5149.941406
	Iteration 3F: 3 clusters Score -3776231 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3777077.000000 Penalty: 5149.941406
	Iteration 4F: 3 clusters Score -3777077 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3778027.250000 Penalty: 5149.941406
	Iteration 5F: 3 clusters Score -3778027 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3779232.750000 Penalty: 5149.941406
	Iteration 6F: 3 clusters Score -3779233 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3780673.750000 Penalty: 5149.941406
	Iteration 7F: 3 clusters Score -3780674 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3782097.500000 Penalty: 5149.941406
	Iteration 8F: 3 clusters Score -3782098 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3783343.250000 Penalty: 5149.941406
	Iteration 9Q: 3 clusters Score -3783343 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3784323.250000 Penalty: 5149.941406
	Iteration 10Q: 3 clusters Score -3784323 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3785045.500000 Penalty: 5149.941406
	Iteration 11Q: 3 clusters Score -3785046 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3785558.250000 Penalty: 5149.941406
	Iteration 12Q: 3 clusters Score -3785558 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3785912.250000 Penalty: 5149.941406
	Iteration 13Q: 3 clusters Score -3785912 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -3786107.500000 Penalty: 5149.941406
	Iteration 14Q: 3 clusters Score -3786108 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3786233.500000 Penalty: 5149.941406
	Iteration 15Q: 3 clusters Score -3786234 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3786339.500000 Penalty: 5149.941406
	Iteration 16Q: 3 clusters Score -3786340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3786416.250000 Penalty: 5149.941406
	Iteration 17Q: 3 clusters Score -3786416 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3786502.000000 Penalty: 5149.941406
	Iteration 18Q: 3 clusters Score -3786502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3786562.000000 Penalty: 5149.941406
	Iteration 19Q: 3 clusters Score -3786562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3786599.000000 Penalty: 5149.941406
	Iteration 20F: 3 clusters Score -3786599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3786624.250000 Penalty: 5149.941406
	Iteration 21Q: 3 clusters Score -3786624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3786641.250000 Penalty: 5149.941406
	Iteration 22Q: 3 clusters Score -3786641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3786660.250000 Penalty: 5149.941406
	Iteration 23Q: 3 clusters Score -3786660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3786672.750000 Penalty: 5149.941406
	Iteration 24Q: 3 clusters Score -3786673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3786685.500000 Penalty: 5149.941406
	Iteration 25Q: 3 clusters Score -3786686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3786694.000000 Penalty: 5149.941406
	Iteration 26Q: 3 clusters Score -3786694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3786706.500000 Penalty: 5149.941406
	Iteration 27Q: 3 clusters Score -3786706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3786706.500000 Penalty: 5149.941406
	Iteration 28Q: 3 clusters Score -3786706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3786716.750000 Penalty: 5149.941406
	Iteration 29Q: 3 clusters Score -3786717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3786721.750000 Penalty: 5149.941406
	Iteration 30Q: 3 clusters Score -3786722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3786728.500000 Penalty: 5149.941406
	Iteration 31Q: 3 clusters Score -3786728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3786732.500000 Penalty: 5149.941406
	Iteration 32Q: 3 clusters Score -3786732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3786735.750000 Penalty: 5149.941406
	Iteration 33Q: 3 clusters Score -3786736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3786741.000000 Penalty: 5149.941406
	Iteration 34Q: 3 clusters Score -3786741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3786748.000000 Penalty: 5149.941406
	Iteration 35Q: 3 clusters Score -3786748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3786751.500000 Penalty: 5149.941406
	Iteration 36Q: 3 clusters Score -3786752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3786754.000000 Penalty: 5149.941406
	Iteration 37Q: 3 clusters Score -3786754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3786753.750000 Penalty: 5149.941406
	Iteration 38Q: 3 clusters Score -3786754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3786754.000000 Penalty: 5149.941406
	Iteration 39Q: 3 clusters Score -3786754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3786756.750000 Penalty: 5149.941406
	Iteration 40F: 3 clusters Score -3786757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -22277.146484 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -22277.15 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 135 members 
Entering Unmasked Estep 
Score: -21127.794922 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -21127.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21403.751953 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -21403.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21460.603516 Penalty: 2740.624756
	Iteration 2F: 3 clusters Score -21460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21487.220703 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -21487.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21497.394531 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -21497.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21502.656250 Penalty: 2740.624756
	Iteration 5Q: 3 clusters Score -21502.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21502.656250 Penalty: 2740.624756
	Iteration 6F: 3 clusters Score -21502.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Entering Unmasked Estep 
Score: -16504989.000000 Penalty: 2943.483398
	Iteration 0F: 2 clusters Score -1.650499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -16409744.000000 Penalty: 5886.966797
	Iteration 0F: 3 clusters Score -1.640974e+07 nChanged 68206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -16448878.000000 Penalty: 5886.966797
	Iteration 1F: 3 clusters Score -1.644888e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -16450036.000000 Penalty: 5886.966797
	Iteration 2Q: 3 clusters Score -1.645004e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -16451695.000000 Penalty: 5886.966797
	Iteration 3Q: 3 clusters Score -1.64517e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -16454011.000000 Penalty: 5886.966797
	Iteration 4Q: 3 clusters Score -1.645401e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -16457284.000000 Penalty: 5886.966797
	Iteration 5Q: 3 clusters Score -1.645728e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -16461690.000000 Penalty: 5886.966797
	Iteration 6F: 3 clusters Score -1.646169e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -16467547.000000 Penalty: 5886.966797
	Iteration 7F: 3 clusters Score -1.646755e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -16474227.000000 Penalty: 5886.966797
	Iteration 8F: 3 clusters Score -1.647423e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -16479530.000000 Penalty: 5886.966797
	Iteration 9F: 3 clusters Score -1.647953e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -16482275.000000 Penalty: 5886.966797
	Iteration 10Q: 3 clusters Score -1.648228e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -16483708.000000 Penalty: 5886.966797
	Iteration 11Q: 3 clusters Score -1.648371e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -16484465.000000 Penalty: 5886.966797
	Iteration 12Q: 3 clusters Score -1.648446e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -16485118.000000 Penalty: 5886.966797
	Iteration 13Q: 3 clusters Score -1.648512e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -16485513.000000 Penalty: 5886.966797
	Iteration 14Q: 3 clusters Score -1.648551e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -16486090.000000 Penalty: 5886.966797
	Iteration 15Q: 3 clusters Score -1.648609e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -16486639.000000 Penalty: 5886.966797
	Iteration 16Q: 3 clusters Score -1.648664e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -16487214.000000 Penalty: 5886.966797
	Iteration 17Q: 3 clusters Score -1.648721e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -16487756.000000 Penalty: 5886.966797
	Iteration 18Q: 3 clusters Score -1.648776e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -16488460.000000 Penalty: 5886.966797
	Iteration 19Q: 3 clusters Score -1.648846e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -16489385.000000 Penalty: 5886.966797
	Iteration 20F: 3 clusters Score -1.648938e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -16490339.000000 Penalty: 5886.966797
	Iteration 21Q: 3 clusters Score -1.649034e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -16491350.000000 Penalty: 5886.966797
	Iteration 22Q: 3 clusters Score -1.649135e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -16492504.000000 Penalty: 5886.966797
	Iteration 23Q: 3 clusters Score -1.64925e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -16493409.000000 Penalty: 5886.966797
	Iteration 24Q: 3 clusters Score -1.649341e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -16494081.000000 Penalty: 5886.966797
	Iteration 25Q: 3 clusters Score -1.649408e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -16494713.000000 Penalty: 5886.966797
	Iteration 26Q: 3 clusters Score -1.649471e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -16495181.000000 Penalty: 5886.966797
	Iteration 27Q: 3 clusters Score -1.649518e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -16495770.000000 Penalty: 5886.966797
	Iteration 28Q: 3 clusters Score -1.649577e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -16496256.000000 Penalty: 5886.966797
	Iteration 29Q: 3 clusters Score -1.649626e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -16496647.000000 Penalty: 5886.966797
	Iteration 30Q: 3 clusters Score -1.649665e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -16497055.000000 Penalty: 5886.966797
	Iteration 31Q: 3 clusters Score -1.649706e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -16497465.000000 Penalty: 5886.966797
	Iteration 32Q: 3 clusters Score -1.649746e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -16497888.000000 Penalty: 5886.966797
	Iteration 33Q: 3 clusters Score -1.649789e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -16498219.000000 Penalty: 5886.966797
	Iteration 34Q: 3 clusters Score -1.649822e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -16498549.000000 Penalty: 5886.966797
	Iteration 35Q: 3 clusters Score -1.649855e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -16498822.000000 Penalty: 5886.966797
	Iteration 36Q: 3 clusters Score -1.649882e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107918 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -16499154.000000 Penalty: 5886.966797
	Iteration 37Q: 3 clusters Score -1.649915e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -16499346.000000 Penalty: 5886.966797
	Iteration 38Q: 3 clusters Score -1.649935e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -16499424.000000 Penalty: 5886.966797
	Iteration 39Q: 3 clusters Score -1.649942e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -16499668.000000 Penalty: 5886.966797
	Iteration 40F: 3 clusters Score -1.649967e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111810 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -16499836.000000 Penalty: 5886.966797
	Iteration 41Q: 3 clusters Score -1.649984e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -16499974.000000 Penalty: 5886.966797
	Iteration 42Q: 3 clusters Score -1.649997e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113475 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -16500151.000000 Penalty: 5886.966797
	Iteration 43Q: 3 clusters Score -1.650015e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114218 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -16500319.000000 Penalty: 5886.966797
	Iteration 44Q: 3 clusters Score -1.650032e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -16500473.000000 Penalty: 5886.966797
	Iteration 45Q: 3 clusters Score -1.650047e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -16500594.000000 Penalty: 5886.966797
	Iteration 46Q: 3 clusters Score -1.650059e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116306 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -16500715.000000 Penalty: 5886.966797
	Iteration 47Q: 3 clusters Score -1.650072e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116922 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -16500806.000000 Penalty: 5886.966797
	Iteration 48Q: 3 clusters Score -1.650081e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -16500903.000000 Penalty: 5886.966797
	Iteration 49Q: 3 clusters Score -1.65009e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118123 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -16500962.000000 Penalty: 5886.966797
	Iteration 50Q: 3 clusters Score -1.650096e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -16501097.000000 Penalty: 5886.966797
	Iteration 51Q: 3 clusters Score -1.65011e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119174 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -16501145.000000 Penalty: 5886.966797
	Iteration 52Q: 3 clusters Score -1.650114e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -16501194.000000 Penalty: 5886.966797
	Iteration 53Q: 3 clusters Score -1.650119e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -16501261.000000 Penalty: 5886.966797
	Iteration 54Q: 3 clusters Score -1.650126e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -16501309.000000 Penalty: 5886.966797
	Iteration 55Q: 3 clusters Score -1.650131e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -16501272.000000 Penalty: 5886.966797
	Iteration 56Q: 3 clusters Score -1.650127e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -16501309.000000 Penalty: 5886.966797
	Iteration 57Q: 3 clusters Score -1.650131e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -16501370.000000 Penalty: 5886.966797
	Iteration 58Q: 3 clusters Score -1.650137e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -16501404.000000 Penalty: 5886.966797
	Iteration 59Q: 3 clusters Score -1.65014e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122023 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -16501427.000000 Penalty: 5886.966797
	Iteration 60F: 3 clusters Score -1.650143e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122292 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -16501425.000000 Penalty: 5886.966797
	Iteration 61Q: 3 clusters Score -1.650142e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -16501495.000000 Penalty: 5886.966797
	Iteration 62Q: 3 clusters Score -1.65015e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -16501482.000000 Penalty: 5886.966797
	Iteration 63Q: 3 clusters Score -1.650148e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -16501486.000000 Penalty: 5886.966797
	Iteration 64Q: 3 clusters Score -1.650149e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123246 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -16501500.000000 Penalty: 5886.966797
	Iteration 65Q: 3 clusters Score -1.65015e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -16501522.000000 Penalty: 5886.966797
	Iteration 66Q: 3 clusters Score -1.650152e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -16501556.000000 Penalty: 5886.966797
	Iteration 67Q: 3 clusters Score -1.650156e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123906 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -16501596.000000 Penalty: 5886.966797
	Iteration 68Q: 3 clusters Score -1.65016e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -16501585.000000 Penalty: 5886.966797
	Iteration 69Q: 3 clusters Score -1.650158e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -16501580.000000 Penalty: 5886.966797
	Iteration 70Q: 3 clusters Score -1.650158e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -16501565.000000 Penalty: 5886.966797
	Iteration 71Q: 3 clusters Score -1.650156e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -16501546.000000 Penalty: 5886.966797
	Iteration 72Q: 3 clusters Score -1.650155e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124685 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -16501582.000000 Penalty: 5886.966797
	Iteration 73Q: 3 clusters Score -1.650158e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124805 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -16501599.000000 Penalty: 5886.966797
	Iteration 74Q: 3 clusters Score -1.65016e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124935 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -16501607.000000 Penalty: 5886.966797
	Iteration 75Q: 3 clusters Score -1.650161e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -16501600.000000 Penalty: 5886.966797
	Iteration 76Q: 3 clusters Score -1.65016e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -16501598.000000 Penalty: 5886.966797
	Iteration 77Q: 3 clusters Score -1.65016e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -16501586.000000 Penalty: 5886.966797
	Iteration 78Q: 3 clusters Score -1.650159e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125313 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -16501592.000000 Penalty: 5886.966797
	Iteration 79Q: 3 clusters Score -1.650159e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125390 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -16501614.000000 Penalty: 5886.966797
	Iteration 80F: 3 clusters Score -1.650161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125465 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -16501620.000000 Penalty: 5886.966797
	Iteration 81Q: 3 clusters Score -1.650162e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -16501641.000000 Penalty: 5886.966797
	Iteration 82Q: 3 clusters Score -1.650164e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125590 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -16501616.000000 Penalty: 5886.966797
	Iteration 83Q: 3 clusters Score -1.650162e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -16501594.000000 Penalty: 5886.966797
	Iteration 84Q: 3 clusters Score -1.650159e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -16501628.000000 Penalty: 5886.966797
	Iteration 85Q: 3 clusters Score -1.650163e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -16501638.000000 Penalty: 5886.966797
	Iteration 86Q: 3 clusters Score -1.650164e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -16501604.000000 Penalty: 5886.966797
	Iteration 87Q: 3 clusters Score -1.65016e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126014 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -16501601.000000 Penalty: 5886.966797
	Iteration 88Q: 3 clusters Score -1.65016e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126099 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -16501614.000000 Penalty: 5886.966797
	Iteration 89Q: 3 clusters Score -1.650161e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -16501616.000000 Penalty: 5886.966797
	Iteration 90Q: 3 clusters Score -1.650162e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -16501608.000000 Penalty: 5886.966797
	Iteration 91Q: 3 clusters Score -1.650161e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -16501646.000000 Penalty: 5886.966797
	Iteration 92Q: 3 clusters Score -1.650165e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126450 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -16501657.000000 Penalty: 5886.966797
	Iteration 93Q: 3 clusters Score -1.650166e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -16501648.000000 Penalty: 5886.966797
	Iteration 94Q: 3 clusters Score -1.650165e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -16501639.000000 Penalty: 5886.966797
	Iteration 95Q: 3 clusters Score -1.650164e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -16501660.000000 Penalty: 5886.966797
	Iteration 96Q: 3 clusters Score -1.650166e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -16501663.000000 Penalty: 5886.966797
	Iteration 97Q: 3 clusters Score -1.650166e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -16501684.000000 Penalty: 5886.966797
	Iteration 98Q: 3 clusters Score -1.650168e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -16501668.000000 Penalty: 5886.966797
	Iteration 99Q: 3 clusters Score -1.650167e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -16501679.000000 Penalty: 5886.966797
	Iteration 100F: 3 clusters Score -1.650168e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -16501708.000000 Penalty: 5886.966797
	Iteration 101Q: 3 clusters Score -1.650171e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127214 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -16501698.000000 Penalty: 5886.966797
	Iteration 102Q: 3 clusters Score -1.65017e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127293 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -16501685.000000 Penalty: 5886.966797
	Iteration 103Q: 3 clusters Score -1.650168e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -16501698.000000 Penalty: 5886.966797
	Iteration 104Q: 3 clusters Score -1.65017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -16501707.000000 Penalty: 5886.966797
	Iteration 105Q: 3 clusters Score -1.650171e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127465 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -16501717.000000 Penalty: 5886.966797
	Iteration 106Q: 3 clusters Score -1.650172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -16501732.000000 Penalty: 5886.966797
	Iteration 107Q: 3 clusters Score -1.650173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -16501741.000000 Penalty: 5886.966797
	Iteration 108Q: 3 clusters Score -1.650174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -16501755.000000 Penalty: 5886.966797
	Iteration 109Q: 3 clusters Score -1.650176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -16501746.000000 Penalty: 5886.966797
	Iteration 110Q: 3 clusters Score -1.650175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -16501774.000000 Penalty: 5886.966797
	Iteration 111Q: 3 clusters Score -1.650177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -16501770.000000 Penalty: 5886.966797
	Iteration 112Q: 3 clusters Score -1.650177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127720 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -16501785.000000 Penalty: 5886.966797
	Iteration 113Q: 3 clusters Score -1.650178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -16501793.000000 Penalty: 5886.966797
	Iteration 114Q: 3 clusters Score -1.650179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127771 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -16501779.000000 Penalty: 5886.966797
	Iteration 115Q: 3 clusters Score -1.650178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -16501785.000000 Penalty: 5886.966797
	Iteration 116Q: 3 clusters Score -1.650178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -16501774.000000 Penalty: 5886.966797
	Iteration 117Q: 3 clusters Score -1.650177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -16501781.000000 Penalty: 5886.966797
	Iteration 118Q: 3 clusters Score -1.650178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -16501789.000000 Penalty: 5886.966797
	Iteration 119Q: 3 clusters Score -1.650179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -16501800.000000 Penalty: 5886.966797
	Iteration 120F: 3 clusters Score -1.65018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -16501802.000000 Penalty: 5886.966797
	Iteration 121Q: 3 clusters Score -1.65018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -16501797.000000 Penalty: 5886.966797
	Iteration 122Q: 3 clusters Score -1.65018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -16501811.000000 Penalty: 5886.966797
	Iteration 123Q: 3 clusters Score -1.650181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -16501819.000000 Penalty: 5886.966797
	Iteration 124Q: 3 clusters Score -1.650182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -16501813.000000 Penalty: 5886.966797
	Iteration 125Q: 3 clusters Score -1.650181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -16501821.000000 Penalty: 5886.966797
	Iteration 126Q: 3 clusters Score -1.650182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127911 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -16501822.000000 Penalty: 5886.966797
	Iteration 127Q: 3 clusters Score -1.650182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127917 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -16501809.000000 Penalty: 5886.966797
	Iteration 128Q: 3 clusters Score -1.650181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127926 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -16501825.000000 Penalty: 5886.966797
	Iteration 129Q: 3 clusters Score -1.650182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -16501829.000000 Penalty: 5886.966797
	Iteration 130Q: 3 clusters Score -1.650183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127943 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -16501828.000000 Penalty: 5886.966797
	Iteration 131Q: 3 clusters Score -1.650183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -16501828.000000 Penalty: 5886.966797
	Iteration 132Q: 3 clusters Score -1.650183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -16501832.000000 Penalty: 5886.966797
	Iteration 133Q: 3 clusters Score -1.650183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -16501823.000000 Penalty: 5886.966797
	Iteration 134Q: 3 clusters Score -1.650182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -16501827.000000 Penalty: 5886.966797
	Iteration 135Q: 3 clusters Score -1.650183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -16501827.000000 Penalty: 5886.966797
	Iteration 136F: 3 clusters Score -1.650183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Entering Unmasked Estep 
Score: -19356714.000000 Penalty: 2984.260254
	Iteration 0F: 2 clusters Score -1.935671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -19246264.000000 Penalty: 5968.520508
	Iteration 0F: 3 clusters Score -1.924626e+07 nChanged 80457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -19292122.000000 Penalty: 5968.520508
	Iteration 1F: 3 clusters Score -1.929212e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -19292932.000000 Penalty: 5968.520508
	Iteration 2Q: 3 clusters Score -1.929293e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -19294216.000000 Penalty: 5968.520508
	Iteration 3Q: 3 clusters Score -1.929422e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -19295852.000000 Penalty: 5968.520508
	Iteration 4Q: 3 clusters Score -1.929585e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -19297794.000000 Penalty: 5968.520508
	Iteration 5Q: 3 clusters Score -1.929779e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -19300562.000000 Penalty: 5968.520508
	Iteration 6Q: 3 clusters Score -1.930056e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -19304034.000000 Penalty: 5968.520508
	Iteration 7Q: 3 clusters Score -1.930403e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -19309248.000000 Penalty: 5968.520508
	Iteration 8F: 3 clusters Score -1.930925e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -19316184.000000 Penalty: 5968.520508
	Iteration 9F: 3 clusters Score -1.931618e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -19324154.000000 Penalty: 5968.520508
	Iteration 10F: 3 clusters Score -1.932415e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -19329434.000000 Penalty: 5968.520508
	Iteration 11F: 3 clusters Score -1.932943e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -19331420.000000 Penalty: 5968.520508
	Iteration 12Q: 3 clusters Score -1.933142e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -19332156.000000 Penalty: 5968.520508
	Iteration 13Q: 3 clusters Score -1.933216e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -19332638.000000 Penalty: 5968.520508
	Iteration 14Q: 3 clusters Score -1.933264e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -19333014.000000 Penalty: 5968.520508
	Iteration 15Q: 3 clusters Score -1.933301e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -19333510.000000 Penalty: 5968.520508
	Iteration 16Q: 3 clusters Score -1.933351e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -19333980.000000 Penalty: 5968.520508
	Iteration 17Q: 3 clusters Score -1.933398e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -19334516.000000 Penalty: 5968.520508
	Iteration 18Q: 3 clusters Score -1.933452e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -19335000.000000 Penalty: 5968.520508
	Iteration 19Q: 3 clusters Score -1.9335e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -19335604.000000 Penalty: 5968.520508
	Iteration 20F: 3 clusters Score -1.93356e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -19336206.000000 Penalty: 5968.520508
	Iteration 21Q: 3 clusters Score -1.933621e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -19336784.000000 Penalty: 5968.520508
	Iteration 22Q: 3 clusters Score -1.933678e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112000 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -19337332.000000 Penalty: 5968.520508
	Iteration 23Q: 3 clusters Score -1.933733e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -19337986.000000 Penalty: 5968.520508
	Iteration 24Q: 3 clusters Score -1.933799e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -19338590.000000 Penalty: 5968.520508
	Iteration 25Q: 3 clusters Score -1.933859e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -19339210.000000 Penalty: 5968.520508
	Iteration 26Q: 3 clusters Score -1.933921e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -19339636.000000 Penalty: 5968.520508
	Iteration 27Q: 3 clusters Score -1.933964e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -19340232.000000 Penalty: 5968.520508
	Iteration 28Q: 3 clusters Score -1.934023e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -19340670.000000 Penalty: 5968.520508
	Iteration 29Q: 3 clusters Score -1.934067e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -19341300.000000 Penalty: 5968.520508
	Iteration 30Q: 3 clusters Score -1.93413e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129303 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -19341888.000000 Penalty: 5968.520508
	Iteration 31Q: 3 clusters Score -1.934189e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -19342638.000000 Penalty: 5968.520508
	Iteration 32Q: 3 clusters Score -1.934264e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134230 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -19343454.000000 Penalty: 5968.520508
	Iteration 33Q: 3 clusters Score -1.934345e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -19344372.000000 Penalty: 5968.520508
	Iteration 34Q: 3 clusters Score -1.934437e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139162 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -19345198.000000 Penalty: 5968.520508
	Iteration 35Q: 3 clusters Score -1.93452e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141672 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -19346168.000000 Penalty: 5968.520508
	Iteration 36Q: 3 clusters Score -1.934617e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144119 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -19347042.000000 Penalty: 5968.520508
	Iteration 37Q: 3 clusters Score -1.934704e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146526 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -19347928.000000 Penalty: 5968.520508
	Iteration 38Q: 3 clusters Score -1.934793e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -19348800.000000 Penalty: 5968.520508
	Iteration 39Q: 3 clusters Score -1.93488e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -19349788.000000 Penalty: 5968.520508
	Iteration 40F: 3 clusters Score -1.934979e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153182 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -19350510.000000 Penalty: 5968.520508
	Iteration 41Q: 3 clusters Score -1.935051e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -19351130.000000 Penalty: 5968.520508
	Iteration 42Q: 3 clusters Score -1.935113e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -19351740.000000 Penalty: 5968.520508
	Iteration 43Q: 3 clusters Score -1.935174e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -19352278.000000 Penalty: 5968.520508
	Iteration 44Q: 3 clusters Score -1.935228e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -19352646.000000 Penalty: 5968.520508
	Iteration 45Q: 3 clusters Score -1.935265e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -19353058.000000 Penalty: 5968.520508
	Iteration 46Q: 3 clusters Score -1.935306e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -19353468.000000 Penalty: 5968.520508
	Iteration 47Q: 3 clusters Score -1.935347e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -19353800.000000 Penalty: 5968.520508
	Iteration 48Q: 3 clusters Score -1.93538e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -19354082.000000 Penalty: 5968.520508
	Iteration 49Q: 3 clusters Score -1.935408e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -19354160.000000 Penalty: 5968.520508
	Iteration 50Q: 3 clusters Score -1.935416e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -19354376.000000 Penalty: 5968.520508
	Iteration 51Q: 3 clusters Score -1.935438e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -19354466.000000 Penalty: 5968.520508
	Iteration 52Q: 3 clusters Score -1.935447e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164999 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -19354580.000000 Penalty: 5968.520508
	Iteration 53Q: 3 clusters Score -1.935458e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -19354614.000000 Penalty: 5968.520508
	Iteration 54Q: 3 clusters Score -1.935461e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -19354692.000000 Penalty: 5968.520508
	Iteration 55Q: 3 clusters Score -1.935469e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -19354766.000000 Penalty: 5968.520508
	Iteration 56Q: 3 clusters Score -1.935477e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -19354830.000000 Penalty: 5968.520508
	Iteration 57Q: 3 clusters Score -1.935483e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166012 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -19354908.000000 Penalty: 5968.520508
	Iteration 58Q: 3 clusters Score -1.935491e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166135 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19354978.000000 Penalty: 5968.520508
	Iteration 59Q: 3 clusters Score -1.935498e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -19355020.000000 Penalty: 5968.520508
	Iteration 60F: 3 clusters Score -1.935502e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -19355016.000000 Penalty: 5968.520508
	Iteration 61Q: 3 clusters Score -1.935502e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -19354996.000000 Penalty: 5968.520508
	Iteration 62Q: 3 clusters Score -1.9355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -19355000.000000 Penalty: 5968.520508
	Iteration 63Q: 3 clusters Score -1.9355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19355010.000000 Penalty: 5968.520508
	Iteration 64Q: 3 clusters Score -1.935501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -19355042.000000 Penalty: 5968.520508
	Iteration 65Q: 3 clusters Score -1.935504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -19355046.000000 Penalty: 5968.520508
	Iteration 66Q: 3 clusters Score -1.935505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19355034.000000 Penalty: 5968.520508
	Iteration 67Q: 3 clusters Score -1.935503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -19355048.000000 Penalty: 5968.520508
	Iteration 68Q: 3 clusters Score -1.935505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166514 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19355054.000000 Penalty: 5968.520508
	Iteration 69Q: 3 clusters Score -1.935505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166527 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19355062.000000 Penalty: 5968.520508
	Iteration 70Q: 3 clusters Score -1.935506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19355060.000000 Penalty: 5968.520508
	Iteration 71Q: 3 clusters Score -1.935506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19355060.000000 Penalty: 5968.520508
	Iteration 72Q: 3 clusters Score -1.935506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166543 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -19355074.000000 Penalty: 5968.520508
	Iteration 73Q: 3 clusters Score -1.935507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19355072.000000 Penalty: 5968.520508
	Iteration 74Q: 3 clusters Score -1.935507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -19355080.000000 Penalty: 5968.520508
	Iteration 75Q: 3 clusters Score -1.935508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166565 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19355074.000000 Penalty: 5968.520508
	Iteration 76Q: 3 clusters Score -1.935507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -19355078.000000 Penalty: 5968.520508
	Iteration 77Q: 3 clusters Score -1.935508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19355082.000000 Penalty: 5968.520508
	Iteration 78Q: 3 clusters Score -1.935508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19355078.000000 Penalty: 5968.520508
	Iteration 79Q: 3 clusters Score -1.935508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19355076.000000 Penalty: 5968.520508
	Iteration 80F: 3 clusters Score -1.935508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19355086.000000 Penalty: 5968.520508
	Iteration 81Q: 3 clusters Score -1.935509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19355086.000000 Penalty: 5968.520508
	Iteration 82F: 3 clusters Score -1.935509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -56134.566406 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56134.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54570.410156 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54570.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54801.699219 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -54801.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54859.714844 Penalty: 3150.904053
	Iteration 2Q: 3 clusters Score -54859.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54869.957031 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -54869.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54879.292969 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -54879.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54884.847656 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -54884.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54888.777344 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -54888.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54892.179688 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -54892.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54892.179688 Penalty: 3150.904053
	Iteration 8F: 3 clusters Score -54892.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -120062.664062 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -120062.7 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 588 members 
Entering Unmasked Estep 
Score: -118073.695312 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -118073.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118434.820312 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -118434.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118618.921875 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -118618.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118837.515625 Penalty: 3490.801514
	Iteration 3F: 3 clusters Score -118837.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119028.000000 Penalty: 3490.801514
	Iteration 4F: 3 clusters Score -119028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119290.765625 Penalty: 3490.801514
	Iteration 5F: 3 clusters Score -119290.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119548.039062 Penalty: 3490.801514
	Iteration 6F: 3 clusters Score -119548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119802.320312 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -119802.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119970.445312 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -119970.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120047.226562 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -120047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -120065.515625 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -120065.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120083.335938 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -120083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -120092.640625 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -120092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120098.296875 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -120098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120102.031250 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -120102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -120110.335938 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -120110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120114.585938 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -120114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120115.531250 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -120115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120115.531250 Penalty: 3490.801514
	Iteration 18F: 3 clusters Score -120115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304186 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103834 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142755 members 
Mstep: Class 23 contains 168267 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 582 members 
Entering Unmasked Estep 
Score: -114634736.000000 Penalty: 96052.718750
Splitting cluster 25 changes total score from -114636008.000000 to -114634736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -64528.230469 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -64528.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62873.238281 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -62873.24 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63085.257812 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -63085.26 nChanged 38
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: -63160.429688 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -63160.43 nChanged 18
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: -63209.378906 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -63209.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63229.699219 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -63229.7 nChanged 3
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: -63234.957031 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -63234.96 nChanged 1
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: -63236.125000 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -63236.12 nChanged 0
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: -63236.125000 Penalty: 3207.207764
	Iteration 7F: 3 clusters Score -63236.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304186 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103834 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142755 members 
Mstep: Class 23 contains 168267 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636096.000000 Penalty: 92622.265625
Iteration 119Q: 28 clusters Score -1.146361e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304185 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103837 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20173 members 
Mstep: Class 7 contains 20541 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142754 members 
Mstep: Class 23 contains 168264 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636064.000000 Penalty: 92622.265625
Iteration 120F: 28 clusters Score -1.146361e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304188 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103837 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20172 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142753 members 
Mstep: Class 23 contains 168263 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1139 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636072.000000 Penalty: 92622.265625
Iteration 121Q: 28 clusters Score -1.146361e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304188 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103838 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32035 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142754 members 
Mstep: Class 23 contains 168264 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1140 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636048.000000 Penalty: 92622.265625
Iteration 122Q: 28 clusters Score -1.14636e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304187 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103838 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 20539 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142754 members 
Mstep: Class 23 contains 168263 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636056.000000 Penalty: 92622.265625
Iteration 123Q: 28 clusters Score -1.146361e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304188 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103839 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20168 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142753 members 
Mstep: Class 23 contains 168263 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636040.000000 Penalty: 92622.265625
Iteration 124Q: 28 clusters Score -1.14636e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304190 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103839 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20167 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142753 members 
Mstep: Class 23 contains 168262 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636056.000000 Penalty: 92622.265625
Iteration 125Q: 28 clusters Score -1.146361e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304191 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103839 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142753 members 
Mstep: Class 23 contains 168262 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636032.000000 Penalty: 92622.265625
Iteration 126Q: 28 clusters Score -1.14636e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 304191 members 
Mstep: Class 3 contains 119 members 
Mstep: Class 4 contains 103839 members 
Mstep: Class 5 contains 29883 members 
Mstep: Class 6 contains 20166 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 64237 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 45295 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 142753 members 
Mstep: Class 23 contains 168262 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636032.000000 Penalty: 92622.265625
Iteration 127F: 28 clusters Score -1.14636e+08 nChanged 0
Entering ConstructFrom: 
Score: -114636032.000000 Penalty: 92622.265625
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -47846.796875 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -47846.8 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 249 members 
Entering Unmasked Estep 
Score: -46482.980469 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -46482.98 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46731.363281 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -46731.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46809.335938 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -46809.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46830.683594 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -46830.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46842.843750 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -46842.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46852.332031 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -46852.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46858.648438 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -46858.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46860.042969 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -46860.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46862.230469 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -46862.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46864.812500 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -46864.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46864.812500 Penalty: 3050.698975
	Iteration 10F: 3 clusters Score -46864.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (304191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304191 members 
Entering Unmasked Estep 
Score: -34798560.000000 Penalty: 3131.102051
	Iteration 0F: 2 clusters Score -3.479856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151789 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -34604780.000000 Penalty: 6262.204102
	Iteration 0F: 3 clusters Score -3.460478e+07 nChanged 147594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 158612 members 
Entering Unmasked Estep 
Score: -34692764.000000 Penalty: 6262.204102
	Iteration 1F: 3 clusters Score -3.469276e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142027 members 
Mstep: Class 2 contains 162164 members 
Entering Unmasked Estep 
Score: -34694404.000000 Penalty: 6262.204102
	Iteration 2Q: 3 clusters Score -3.46944e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136506 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -34696808.000000 Penalty: 6262.204102
	Iteration 3Q: 3 clusters Score -3.469681e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 176033 members 
Entering Unmasked Estep 
Score: -34700668.000000 Penalty: 6262.204102
	Iteration 4Q: 3 clusters Score -3.470067e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 188109 members 
Entering Unmasked Estep 
Score: -34706836.000000 Penalty: 6262.204102
	Iteration 5Q: 3 clusters Score -3.470684e+07 nChanged 17457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 204492 members 
Entering Unmasked Estep 
Score: -34716164.000000 Penalty: 6262.204102
	Iteration 6F: 3 clusters Score -3.471616e+07 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 224631 members 
Entering Unmasked Estep 
Score: -34729708.000000 Penalty: 6262.204102
	Iteration 7F: 3 clusters Score -3.472971e+07 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 246179 members 
Entering Unmasked Estep 
Score: -34745988.000000 Penalty: 6262.204102
	Iteration 8F: 3 clusters Score -3.474599e+07 nChanged 19547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 265478 members 
Entering Unmasked Estep 
Score: -34762004.000000 Penalty: 6262.204102
	Iteration 9F: 3 clusters Score -3.4762e+07 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 280010 members 
Entering Unmasked Estep 
Score: -34775060.000000 Penalty: 6262.204102
	Iteration 10Q: 3 clusters Score -3.477506e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 289666 members 
Entering Unmasked Estep 
Score: -34784460.000000 Penalty: 6262.204102
	Iteration 11Q: 3 clusters Score -3.478446e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 295883 members 
Entering Unmasked Estep 
Score: -34789340.000000 Penalty: 6262.204102
	Iteration 12Q: 3 clusters Score -3.478934e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 299448 members 
Entering Unmasked Estep 
Score: -34792156.000000 Penalty: 6262.204102
	Iteration 13Q: 3 clusters Score -3.479216e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 301385 members 
Entering Unmasked Estep 
Score: -34793836.000000 Penalty: 6262.204102
	Iteration 14Q: 3 clusters Score -3.479384e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 302382 members 
Entering Unmasked Estep 
Score: -34794580.000000 Penalty: 6262.204102
	Iteration 15Q: 3 clusters Score -3.479458e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 302918 members 
Entering Unmasked Estep 
Score: -34795072.000000 Penalty: 6262.204102
	Iteration 16Q: 3 clusters Score -3.479507e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 303212 members 
Entering Unmasked Estep 
Score: -34795368.000000 Penalty: 6262.204102
	Iteration 17Q: 3 clusters Score -3.479537e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 303373 members 
Entering Unmasked Estep 
Score: -34795476.000000 Penalty: 6262.204102
	Iteration 18Q: 3 clusters Score -3.479548e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 303459 members 
Entering Unmasked Estep 
Score: -34795576.000000 Penalty: 6262.204102
	Iteration 19Q: 3 clusters Score -3.479558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 303519 members 
Entering Unmasked Estep 
Score: -34795620.000000 Penalty: 6262.204102
	Iteration 20F: 3 clusters Score -3.479562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 303564 members 
Entering Unmasked Estep 
Score: -34795688.000000 Penalty: 6262.204102
	Iteration 21Q: 3 clusters Score -3.479569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 303601 members 
Entering Unmasked Estep 
Score: -34795724.000000 Penalty: 6262.204102
	Iteration 22Q: 3 clusters Score -3.479572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 303624 members 
Entering Unmasked Estep 
Score: -34795772.000000 Penalty: 6262.204102
	Iteration 23Q: 3 clusters Score -3.479577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 303633 members 
Entering Unmasked Estep 
Score: -34795768.000000 Penalty: 6262.204102
	Iteration 24Q: 3 clusters Score -3.479577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 303644 members 
Entering Unmasked Estep 
Score: -34795804.000000 Penalty: 6262.204102
	Iteration 25Q: 3 clusters Score -3.47958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 303655 members 
Entering Unmasked Estep 
Score: -34795816.000000 Penalty: 6262.204102
	Iteration 26Q: 3 clusters Score -3.479582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 303666 members 
Entering Unmasked Estep 
Score: -34795828.000000 Penalty: 6262.204102
	Iteration 27Q: 3 clusters Score -3.479583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 303676 members 
Entering Unmasked Estep 
Score: -34795836.000000 Penalty: 6262.204102
	Iteration 28Q: 3 clusters Score -3.479584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 303680 members 
Entering Unmasked Estep 
Score: -34795840.000000 Penalty: 6262.204102
	Iteration 29Q: 3 clusters Score -3.479584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 303685 members 
Entering Unmasked Estep 
Score: -34795812.000000 Penalty: 6262.204102
	Iteration 30Q: 3 clusters Score -3.479581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 303687 members 
Entering Unmasked Estep 
Score: -34795816.000000 Penalty: 6262.204102
	Iteration 31Q: 3 clusters Score -3.479582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 303688 members 
Entering Unmasked Estep 
Score: -34795832.000000 Penalty: 6262.204102
	Iteration 32Q: 3 clusters Score -3.479583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 303688 members 
Entering Unmasked Estep 
Score: -34795832.000000 Penalty: 6262.204102
	Iteration 33F: 3 clusters Score -3.479583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -10643.966797 Penalty: 1185.222534
	Iteration 0F: 2 clusters Score -10643.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9778.291016 Penalty: 2370.445068
	Iteration 0F: 3 clusters Score -9778.291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9816.463867 Penalty: 2370.445068
	Iteration 1Q: 3 clusters Score -9816.464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9816.463867 Penalty: 2370.445068
	Iteration 2F: 3 clusters Score -9816.464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Entering Unmasked Estep 
Score: -11997020.000000 Penalty: 2864.548096
	Iteration 0F: 2 clusters Score -1.199702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -11927580.000000 Penalty: 5729.096191
	Iteration 0F: 3 clusters Score -1.192758e+07 nChanged 49072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -11955905.000000 Penalty: 5729.096191
	Iteration 1F: 3 clusters Score -1.19559e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -11957166.000000 Penalty: 5729.096191
	Iteration 2Q: 3 clusters Score -1.195717e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -11959169.000000 Penalty: 5729.096191
	Iteration 3Q: 3 clusters Score -1.195917e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -11962134.000000 Penalty: 5729.096191
	Iteration 4F: 3 clusters Score -1.196213e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -11966374.000000 Penalty: 5729.096191
	Iteration 5F: 3 clusters Score -1.196637e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -11971644.000000 Penalty: 5729.096191
	Iteration 6F: 3 clusters Score -1.197164e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -11976946.000000 Penalty: 5729.096191
	Iteration 7F: 3 clusters Score -1.197695e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -11981684.000000 Penalty: 5729.096191
	Iteration 8F: 3 clusters Score -1.198168e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -11985477.000000 Penalty: 5729.096191
	Iteration 9Q: 3 clusters Score -1.198548e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -11988394.000000 Penalty: 5729.096191
	Iteration 10Q: 3 clusters Score -1.198839e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -11990660.000000 Penalty: 5729.096191
	Iteration 11Q: 3 clusters Score -1.199066e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -11992230.000000 Penalty: 5729.096191
	Iteration 12Q: 3 clusters Score -1.199223e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11993203.000000 Penalty: 5729.096191
	Iteration 13Q: 3 clusters Score -1.19932e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11993788.000000 Penalty: 5729.096191
	Iteration 14Q: 3 clusters Score -1.199379e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102102 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11994137.000000 Penalty: 5729.096191
	Iteration 15Q: 3 clusters Score -1.199414e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11994359.000000 Penalty: 5729.096191
	Iteration 16Q: 3 clusters Score -1.199436e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11994540.000000 Penalty: 5729.096191
	Iteration 17Q: 3 clusters Score -1.199454e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11994639.000000 Penalty: 5729.096191
	Iteration 18Q: 3 clusters Score -1.199464e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11994692.000000 Penalty: 5729.096191
	Iteration 19Q: 3 clusters Score -1.199469e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11994739.000000 Penalty: 5729.096191
	Iteration 20F: 3 clusters Score -1.199474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11994739.000000 Penalty: 5729.096191
	Iteration 21Q: 3 clusters Score -1.199474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11994768.000000 Penalty: 5729.096191
	Iteration 22Q: 3 clusters Score -1.199477e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11994776.000000 Penalty: 5729.096191
	Iteration 23Q: 3 clusters Score -1.199478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11994777.000000 Penalty: 5729.096191
	Iteration 24Q: 3 clusters Score -1.199478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11994775.000000 Penalty: 5729.096191
	Iteration 25Q: 3 clusters Score -1.199478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11994770.000000 Penalty: 5729.096191
	Iteration 26Q: 3 clusters Score -1.199477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11994795.000000 Penalty: 5729.096191
	Iteration 27Q: 3 clusters Score -1.19948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11994797.000000 Penalty: 5729.096191
	Iteration 28Q: 3 clusters Score -1.19948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11994811.000000 Penalty: 5729.096191
	Iteration 29Q: 3 clusters Score -1.199481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11994826.000000 Penalty: 5729.096191
	Iteration 30Q: 3 clusters Score -1.199483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11994836.000000 Penalty: 5729.096191
	Iteration 31Q: 3 clusters Score -1.199484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11994849.000000 Penalty: 5729.096191
	Iteration 32Q: 3 clusters Score -1.199485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11994848.000000 Penalty: 5729.096191
	Iteration 33Q: 3 clusters Score -1.199485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11994847.000000 Penalty: 5729.096191
	Iteration 34Q: 3 clusters Score -1.199485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11994844.000000 Penalty: 5729.096191
	Iteration 35Q: 3 clusters Score -1.199484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11994846.000000 Penalty: 5729.096191
	Iteration 36Q: 3 clusters Score -1.199485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11994848.000000 Penalty: 5729.096191
	Iteration 37Q: 3 clusters Score -1.199485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11994848.000000 Penalty: 5729.096191
	Iteration 38F: 3 clusters Score -1.199485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Entering Unmasked Estep 
Score: -3470220.250000 Penalty: 2555.651123
	Iteration 0F: 2 clusters Score -3470220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3449774.500000 Penalty: 5111.302246
	Iteration 0F: 3 clusters Score -3449774 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3457412.000000 Penalty: 5111.302246
	Iteration 1F: 3 clusters Score -3457412 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3458195.250000 Penalty: 5111.302246
	Iteration 2F: 3 clusters Score -3458195 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3459044.750000 Penalty: 5111.302246
	Iteration 3F: 3 clusters Score -3459045 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3459922.000000 Penalty: 5111.302246
	Iteration 4F: 3 clusters Score -3459922 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3460903.500000 Penalty: 5111.302246
	Iteration 5F: 3 clusters Score -3460904 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3462076.500000 Penalty: 5111.302246
	Iteration 6F: 3 clusters Score -3462076 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3463394.000000 Penalty: 5111.302246
	Iteration 7F: 3 clusters Score -3463394 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3464745.750000 Penalty: 5111.302246
	Iteration 8F: 3 clusters Score -3464746 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3466130.000000 Penalty: 5111.302246
	Iteration 9F: 3 clusters Score -3466130 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3467378.000000 Penalty: 5111.302246
	Iteration 10Q: 3 clusters Score -3467378 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3468127.750000 Penalty: 5111.302246
	Iteration 11Q: 3 clusters Score -3468128 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3468338.750000 Penalty: 5111.302246
	Iteration 12Q: 3 clusters Score -3468339 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3468440.500000 Penalty: 5111.302246
	Iteration 13Q: 3 clusters Score -3468440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3468516.500000 Penalty: 5111.302246
	Iteration 14Q: 3 clusters Score -3468516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3468574.000000 Penalty: 5111.302246
	Iteration 15Q: 3 clusters Score -3468574 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3468594.750000 Penalty: 5111.302246
	Iteration 16Q: 3 clusters Score -3468595 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3468631.500000 Penalty: 5111.302246
	Iteration 17Q: 3 clusters Score -3468632 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3468654.000000 Penalty: 5111.302246
	Iteration 18Q: 3 clusters Score -3468654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3468681.000000 Penalty: 5111.302246
	Iteration 19Q: 3 clusters Score -3468681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3468703.500000 Penalty: 5111.302246
	Iteration 20F: 3 clusters Score -3468704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3468729.750000 Penalty: 5111.302246
	Iteration 21Q: 3 clusters Score -3468730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3468749.250000 Penalty: 5111.302246
	Iteration 22Q: 3 clusters Score -3468749 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3468760.750000 Penalty: 5111.302246
	Iteration 23Q: 3 clusters Score -3468761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3468779.000000 Penalty: 5111.302246
	Iteration 24Q: 3 clusters Score -3468779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3468789.000000 Penalty: 5111.302246
	Iteration 25Q: 3 clusters Score -3468789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3468802.500000 Penalty: 5111.302246
	Iteration 26Q: 3 clusters Score -3468802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3468817.250000 Penalty: 5111.302246
	Iteration 27Q: 3 clusters Score -3468817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3468824.500000 Penalty: 5111.302246
	Iteration 28Q: 3 clusters Score -3468824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3468836.000000 Penalty: 5111.302246
	Iteration 29Q: 3 clusters Score -3468836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3468839.250000 Penalty: 5111.302246
	Iteration 30Q: 3 clusters Score -3468839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3468845.000000 Penalty: 5111.302246
	Iteration 31Q: 3 clusters Score -3468845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3468850.250000 Penalty: 5111.302246
	Iteration 32Q: 3 clusters Score -3468850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3468848.500000 Penalty: 5111.302246
	Iteration 33Q: 3 clusters Score -3468848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3468850.000000 Penalty: 5111.302246
	Iteration 34Q: 3 clusters Score -3468850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3468854.750000 Penalty: 5111.302246
	Iteration 35Q: 3 clusters Score -3468855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3468867.000000 Penalty: 5111.302246
	Iteration 36Q: 3 clusters Score -3468867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3468869.500000 Penalty: 5111.302246
	Iteration 37Q: 3 clusters Score -3468870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3468877.250000 Penalty: 5111.302246
	Iteration 38Q: 3 clusters Score -3468877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3468884.000000 Penalty: 5111.302246
	Iteration 39Q: 3 clusters Score -3468884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3468880.250000 Penalty: 5111.302246
	Iteration 40F: 3 clusters Score -3468880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3468883.250000 Penalty: 5111.302246
	Iteration 41Q: 3 clusters Score -3468883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3468889.250000 Penalty: 5111.302246
	Iteration 42Q: 3 clusters Score -3468889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3468894.500000 Penalty: 5111.302246
	Iteration 43Q: 3 clusters Score -3468894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3468895.000000 Penalty: 5111.302246
	Iteration 44Q: 3 clusters Score -3468895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3468895.250000 Penalty: 5111.302246
	Iteration 45Q: 3 clusters Score -3468895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3468905.000000 Penalty: 5111.302246
	Iteration 46Q: 3 clusters Score -3468905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3468898.000000 Penalty: 5111.302246
	Iteration 47Q: 3 clusters Score -3468898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3468912.750000 Penalty: 5111.302246
	Iteration 48Q: 3 clusters Score -3468913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3468906.000000 Penalty: 5111.302246
	Iteration 49Q: 3 clusters Score -3468906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3468901.750000 Penalty: 5111.302246
	Iteration 50Q: 3 clusters Score -3468902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3468909.000000 Penalty: 5111.302246
	Iteration 51Q: 3 clusters Score -3468909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3468908.250000 Penalty: 5111.302246
	Iteration 52Q: 3 clusters Score -3468908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3468908.250000 Penalty: 5111.302246
	Iteration 53F: 3 clusters Score -3468908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Entering Unmasked Estep 
Score: -2363007.250000 Penalty: 2458.114990
	Iteration 0F: 2 clusters Score -2363007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2348802.750000 Penalty: 4916.229980
	Iteration 0F: 3 clusters Score -2348803 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2353753.500000 Penalty: 4916.229980
	Iteration 1F: 3 clusters Score -2353754 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2354311.750000 Penalty: 4916.229980
	Iteration 2F: 3 clusters Score -2354312 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2354848.500000 Penalty: 4916.229980
	Iteration 3F: 3 clusters Score -2354848 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2355383.750000 Penalty: 4916.229980
	Iteration 4F: 3 clusters Score -2355384 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2355913.750000 Penalty: 4916.229980
	Iteration 5Q: 3 clusters Score -2355914 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2356485.250000 Penalty: 4916.229980
	Iteration 6Q: 3 clusters Score -2356485 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2357106.250000 Penalty: 4916.229980
	Iteration 7Q: 3 clusters Score -2357106 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2357743.500000 Penalty: 4916.229980
	Iteration 8Q: 3 clusters Score -2357744 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2358296.000000 Penalty: 4916.229980
	Iteration 9Q: 3 clusters Score -2358296 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2358637.500000 Penalty: 4916.229980
	Iteration 10Q: 3 clusters Score -2358638 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2358831.750000 Penalty: 4916.229980
	Iteration 11Q: 3 clusters Score -2358832 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2358932.750000 Penalty: 4916.229980
	Iteration 12Q: 3 clusters Score -2358933 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2359003.500000 Penalty: 4916.229980
	Iteration 13Q: 3 clusters Score -2359004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2359023.500000 Penalty: 4916.229980
	Iteration 14Q: 3 clusters Score -2359024 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2359054.000000 Penalty: 4916.229980
	Iteration 15Q: 3 clusters Score -2359054 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2359081.000000 Penalty: 4916.229980
	Iteration 16Q: 3 clusters Score -2359081 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2359095.250000 Penalty: 4916.229980
	Iteration 17Q: 3 clusters Score -2359095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2359095.750000 Penalty: 4916.229980
	Iteration 18Q: 3 clusters Score -2359096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2359121.000000 Penalty: 4916.229980
	Iteration 19Q: 3 clusters Score -2359121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2359128.500000 Penalty: 4916.229980
	Iteration 20F: 3 clusters Score -2359128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2359140.000000 Penalty: 4916.229980
	Iteration 21Q: 3 clusters Score -2359140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2359151.250000 Penalty: 4916.229980
	Iteration 22Q: 3 clusters Score -2359151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2359166.000000 Penalty: 4916.229980
	Iteration 23Q: 3 clusters Score -2359166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2359180.000000 Penalty: 4916.229980
	Iteration 24Q: 3 clusters Score -2359180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2359189.750000 Penalty: 4916.229980
	Iteration 25Q: 3 clusters Score -2359190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2359196.250000 Penalty: 4916.229980
	Iteration 26Q: 3 clusters Score -2359196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2359193.250000 Penalty: 4916.229980
	Iteration 27Q: 3 clusters Score -2359193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2359202.000000 Penalty: 4916.229980
	Iteration 28Q: 3 clusters Score -2359202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2359207.500000 Penalty: 4916.229980
	Iteration 29Q: 3 clusters Score -2359208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2359218.000000 Penalty: 4916.229980
	Iteration 30Q: 3 clusters Score -2359218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2359225.000000 Penalty: 4916.229980
	Iteration 31Q: 3 clusters Score -2359225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2359229.250000 Penalty: 4916.229980
	Iteration 32Q: 3 clusters Score -2359229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2359229.250000 Penalty: 4916.229980
	Iteration 33Q: 3 clusters Score -2359229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2359227.000000 Penalty: 4916.229980
	Iteration 34Q: 3 clusters Score -2359227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2359231.500000 Penalty: 4916.229980
	Iteration 35Q: 3 clusters Score -2359232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2359243.250000 Penalty: 4916.229980
	Iteration 36Q: 3 clusters Score -2359243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2359244.500000 Penalty: 4916.229980
	Iteration 37Q: 3 clusters Score -2359244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2359244.000000 Penalty: 4916.229980
	Iteration 38Q: 3 clusters Score -2359244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2359248.000000 Penalty: 4916.229980
	Iteration 39Q: 3 clusters Score -2359248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2359254.000000 Penalty: 4916.229980
	Iteration 40F: 3 clusters Score -2359254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2359257.250000 Penalty: 4916.229980
	Iteration 41Q: 3 clusters Score -2359257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2359264.500000 Penalty: 4916.229980
	Iteration 42Q: 3 clusters Score -2359264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2359258.750000 Penalty: 4916.229980
	Iteration 43Q: 3 clusters Score -2359259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2359265.500000 Penalty: 4916.229980
	Iteration 44Q: 3 clusters Score -2359266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2359273.000000 Penalty: 4916.229980
	Iteration 45Q: 3 clusters Score -2359273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2359281.500000 Penalty: 4916.229980
	Iteration 46Q: 3 clusters Score -2359282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2359293.000000 Penalty: 4916.229980
	Iteration 47Q: 3 clusters Score -2359293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2359295.500000 Penalty: 4916.229980
	Iteration 48Q: 3 clusters Score -2359296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2359298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2359301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2359312.500000 Penalty: 4916.229980
	Iteration 51Q: 3 clusters Score -2359312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2359311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2359317.250000 Penalty: 4916.229980
	Iteration 53Q: 3 clusters Score -2359317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2359323.250000 Penalty: 4916.229980
	Iteration 54Q: 3 clusters Score -2359323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2359320.750000 Penalty: 4916.229980
	Iteration 55Q: 3 clusters Score -2359321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2359327.500000 Penalty: 4916.229980
	Iteration 56Q: 3 clusters Score -2359328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2359330.750000 Penalty: 4916.229980
	Iteration 57Q: 3 clusters Score -2359331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2359340.750000 Penalty: 4916.229980
	Iteration 58Q: 3 clusters Score -2359341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2359349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2359358.500000 Penalty: 4916.229980
	Iteration 60F: 3 clusters Score -2359358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2359369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2359379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2359395.250000 Penalty: 4916.229980
	Iteration 63Q: 3 clusters Score -2359395 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2359405.500000 Penalty: 4916.229980
	Iteration 64Q: 3 clusters Score -2359406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2359415.500000 Penalty: 4916.229980
	Iteration 65Q: 3 clusters Score -2359416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2359430.500000 Penalty: 4916.229980
	Iteration 66Q: 3 clusters Score -2359430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2359438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2359448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2359454 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2359473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2359494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2359508 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2359510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2359534 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2359534 nChanged 70
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Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2359554 nChanged 83
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Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2359567 nChanged 71
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Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2359576 nChanged 71
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Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2359588 nChanged 73
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Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2359601 nChanged 66
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2359625 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2359646 nChanged 79
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Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2359648 nChanged 81
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2359685 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2359762 nChanged 130
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2359819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2359900 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2359937 nChanged 116
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Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2359968 nChanged 115
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2359988 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2360021 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16624 members 
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	Iteration 98Q: 3 clusters Score -2360070 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 16755 members 
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	Iteration 99Q: 3 clusters Score -2360107 nChanged 133
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Mstep: Class 1 contains 3280 members 
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	Iteration 100F: 3 clusters Score -2360143 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2360180 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3051 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2360218 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17213 members 
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	Iteration 103Q: 3 clusters Score -2360250 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2360277 nChanged 99
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Mstep: Class 1 contains 2764 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2360309 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2360336 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2360372 nChanged 100
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Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17691 members 
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	Iteration 108Q: 3 clusters Score -2360410 nChanged 99
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Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 17788 members 
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	Iteration 109Q: 3 clusters Score -2360442 nChanged 106
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17890 members 
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	Iteration 110Q: 3 clusters Score -2360482 nChanged 98
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17984 members 
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	Iteration 111Q: 3 clusters Score -2360519 nChanged 88
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Mstep: Class 1 contains 2100 members 
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	Iteration 112Q: 3 clusters Score -2360545 nChanged 72
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Mstep: Class 1 contains 2032 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2360571 nChanged 62
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18194 members 
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	Iteration 114Q: 3 clusters Score -2360588 nChanged 55
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Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2360597 nChanged 58
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Mstep: Class 1 contains 1861 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2360617 nChanged 61
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2360631 nChanged 60
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Mstep: Class 1 contains 1742 members 
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	Iteration 118Q: 3 clusters Score -2360655 nChanged 53
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Mstep: Class 1 contains 1689 members 
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	Iteration 119Q: 3 clusters Score -2360670 nChanged 48
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Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18525 members 
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	Iteration 120F: 3 clusters Score -2360688 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18568 members 
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	Iteration 121Q: 3 clusters Score -2360704 nChanged 37
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Mstep: Class 1 contains 1561 members 
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	Iteration 122Q: 3 clusters Score -2360718 nChanged 39
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Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18644 members 
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	Iteration 123Q: 3 clusters Score -2360730 nChanged 45
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Mstep: Class 1 contains 1477 members 
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	Iteration 124Q: 3 clusters Score -2360739 nChanged 44
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Mstep: Class 1 contains 1433 members 
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	Iteration 125Q: 3 clusters Score -2360758 nChanged 44
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Mstep: Class 1 contains 1391 members 
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	Iteration 126Q: 3 clusters Score -2360778 nChanged 38
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Mstep: Class 1 contains 1357 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2360792 nChanged 39
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18848 members 
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	Iteration 128Q: 3 clusters Score -2360808 nChanged 35
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Mstep: Class 1 contains 1283 members 
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	Iteration 129Q: 3 clusters Score -2360822 nChanged 32
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Mstep: Class 1 contains 1253 members 
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	Iteration 130Q: 3 clusters Score -2360838 nChanged 28
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Mstep: Class 1 contains 1229 members 
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	Iteration 131Q: 3 clusters Score -2360847 nChanged 27
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	Iteration 132Q: 3 clusters Score -2360864 nChanged 20
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Mstep: Class 1 contains 1184 members 
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	Iteration 133Q: 3 clusters Score -2360870 nChanged 17
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Mstep: Class 1 contains 1169 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2360878 nChanged 9
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Mstep: Class 1 contains 1160 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2360884 nChanged 9
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	Iteration 136Q: 3 clusters Score -2360886 nChanged 10
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Mstep: Class 1 contains 1141 members 
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	Iteration 137Q: 3 clusters Score -2360888 nChanged 12
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Mstep: Class 1 contains 1129 members 
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	Iteration 138Q: 3 clusters Score -2360896 nChanged 9
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Mstep: Class 1 contains 1120 members 
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Entering Unmasked Estep 
Score: -2360893.250000 Penalty: 4916.229980
	Iteration 139Q: 3 clusters Score -2360893 nChanged 6
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Mstep: Class 1 contains 1114 members 
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	Iteration 140F: 3 clusters Score -2360896 nChanged 5
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Mstep: Class 1 contains 1109 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2360903 nChanged 5
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Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2360901.750000 Penalty: 4916.229980
	Iteration 142Q: 3 clusters Score -2360902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2360905.000000 Penalty: 4916.229980
	Iteration 143Q: 3 clusters Score -2360905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2360910.750000 Penalty: 4916.229980
	Iteration 144Q: 3 clusters Score -2360911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2360912.500000 Penalty: 4916.229980
	Iteration 145Q: 3 clusters Score -2360912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2360913.500000 Penalty: 4916.229980
	Iteration 146Q: 3 clusters Score -2360914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2360916.000000 Penalty: 4916.229980
	Iteration 147Q: 3 clusters Score -2360916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2360917.500000 Penalty: 4916.229980
	Iteration 148Q: 3 clusters Score -2360918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2360916.250000 Penalty: 4916.229980
	Iteration 149Q: 3 clusters Score -2360916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2360921.750000 Penalty: 4916.229980
	Iteration 150Q: 3 clusters Score -2360922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2360922.500000 Penalty: 4916.229980
	Iteration 151Q: 3 clusters Score -2360922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2360921.000000 Penalty: 4916.229980
	Iteration 152Q: 3 clusters Score -2360921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2360921.000000 Penalty: 4916.229980
	Iteration 153Q: 3 clusters Score -2360921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2360921.000000 Penalty: 4916.229980
	Iteration 154F: 3 clusters Score -2360921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Entering Unmasked Estep 
Score: -2192987.750000 Penalty: 2462.647949
	Iteration 0F: 2 clusters Score -2192988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2178615.000000 Penalty: 4925.295898
	Iteration 0F: 3 clusters Score -2178615 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2183603.750000 Penalty: 4925.295898
	Iteration 1F: 3 clusters Score -2183604 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2184186.500000 Penalty: 4925.295898
	Iteration 2F: 3 clusters Score -2184186 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2184983.750000 Penalty: 4925.295898
	Iteration 3F: 3 clusters Score -2184984 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2186067.250000 Penalty: 4925.295898
	Iteration 4F: 3 clusters Score -2186067 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2187429.750000 Penalty: 4925.295898
	Iteration 5F: 3 clusters Score -2187430 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2188714.000000 Penalty: 4925.295898
	Iteration 6F: 3 clusters Score -2188714 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2189764.250000 Penalty: 4925.295898
	Iteration 7F: 3 clusters Score -2189764 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2190402.250000 Penalty: 4925.295898
	Iteration 8Q: 3 clusters Score -2190402 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2190728.500000 Penalty: 4925.295898
	Iteration 9Q: 3 clusters Score -2190728 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2190879.500000 Penalty: 4925.295898
	Iteration 10Q: 3 clusters Score -2190880 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2190960.000000 Penalty: 4925.295898
	Iteration 11Q: 3 clusters Score -2190960 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2190998.750000 Penalty: 4925.295898
	Iteration 12Q: 3 clusters Score -2190999 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2191013.000000 Penalty: 4925.295898
	Iteration 13Q: 3 clusters Score -2191013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2191047.250000 Penalty: 4925.295898
	Iteration 14Q: 3 clusters Score -2191047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2191068.500000 Penalty: 4925.295898
	Iteration 15Q: 3 clusters Score -2191068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2191084.750000 Penalty: 4925.295898
	Iteration 16Q: 3 clusters Score -2191085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2191103.750000 Penalty: 4925.295898
	Iteration 17Q: 3 clusters Score -2191104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2191109.750000 Penalty: 4925.295898
	Iteration 18Q: 3 clusters Score -2191110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2191118.750000 Penalty: 4925.295898
	Iteration 19Q: 3 clusters Score -2191119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2191110.750000 Penalty: 4925.295898
	Iteration 20F: 3 clusters Score -2191111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2191117.750000 Penalty: 4925.295898
	Iteration 21Q: 3 clusters Score -2191118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2191128.500000 Penalty: 4925.295898
	Iteration 22Q: 3 clusters Score -2191128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2191138.750000 Penalty: 4925.295898
	Iteration 23Q: 3 clusters Score -2191139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2191143.000000 Penalty: 4925.295898
	Iteration 24Q: 3 clusters Score -2191143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2191143.000000 Penalty: 4925.295898
	Iteration 25Q: 3 clusters Score -2191143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2191157.250000 Penalty: 4925.295898
	Iteration 26Q: 3 clusters Score -2191157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2191152.500000 Penalty: 4925.295898
	Iteration 27Q: 3 clusters Score -2191152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2191152.000000 Penalty: 4925.295898
	Iteration 28Q: 3 clusters Score -2191152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2191157.750000 Penalty: 4925.295898
	Iteration 29Q: 3 clusters Score -2191158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2191161.750000 Penalty: 4925.295898
	Iteration 30Q: 3 clusters Score -2191162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2191161.750000 Penalty: 4925.295898
	Iteration 31Q: 3 clusters Score -2191162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2191166.250000 Penalty: 4925.295898
	Iteration 32Q: 3 clusters Score -2191166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2191167.500000 Penalty: 4925.295898
	Iteration 33Q: 3 clusters Score -2191168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2191169.500000 Penalty: 4925.295898
	Iteration 34Q: 3 clusters Score -2191170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2191164.750000 Penalty: 4925.295898
	Iteration 35Q: 3 clusters Score -2191165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2191164.750000 Penalty: 4925.295898
	Iteration 36Q: 3 clusters Score -2191165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2191165.750000 Penalty: 4925.295898
	Iteration 37Q: 3 clusters Score -2191166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2191160.750000 Penalty: 4925.295898
	Iteration 38Q: 3 clusters Score -2191161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2191166.000000 Penalty: 4925.295898
	Iteration 39Q: 3 clusters Score -2191166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2191169.750000 Penalty: 4925.295898
	Iteration 40F: 3 clusters Score -2191170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2191171.750000 Penalty: 4925.295898
	Iteration 41Q: 3 clusters Score -2191172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2191177.000000 Penalty: 4925.295898
	Iteration 42Q: 3 clusters Score -2191177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2191175.000000 Penalty: 4925.295898
	Iteration 43Q: 3 clusters Score -2191175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2191178.500000 Penalty: 4925.295898
	Iteration 44Q: 3 clusters Score -2191178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2191185.250000 Penalty: 4925.295898
	Iteration 45Q: 3 clusters Score -2191185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2191181.000000 Penalty: 4925.295898
	Iteration 46Q: 3 clusters Score -2191181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2191184.250000 Penalty: 4925.295898
	Iteration 47Q: 3 clusters Score -2191184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2191189.750000 Penalty: 4925.295898
	Iteration 48Q: 3 clusters Score -2191190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2191191.750000 Penalty: 4925.295898
	Iteration 49Q: 3 clusters Score -2191192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2191193.500000 Penalty: 4925.295898
	Iteration 50Q: 3 clusters Score -2191194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2191192.000000 Penalty: 4925.295898
	Iteration 51Q: 3 clusters Score -2191192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2191192.000000 Penalty: 4925.295898
	Iteration 52Q: 3 clusters Score -2191192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2191196.000000 Penalty: 4925.295898
	Iteration 53Q: 3 clusters Score -2191196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2191199.250000 Penalty: 4925.295898
	Iteration 54Q: 3 clusters Score -2191199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2191196.750000 Penalty: 4925.295898
	Iteration 55Q: 3 clusters Score -2191197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2191199.750000 Penalty: 4925.295898
	Iteration 56Q: 3 clusters Score -2191200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2191209.750000 Penalty: 4925.295898
	Iteration 57Q: 3 clusters Score -2191210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2191213.750000 Penalty: 4925.295898
	Iteration 58Q: 3 clusters Score -2191214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2191216.250000 Penalty: 4925.295898
	Iteration 59Q: 3 clusters Score -2191216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2191217.500000 Penalty: 4925.295898
	Iteration 60F: 3 clusters Score -2191218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2191226.000000 Penalty: 4925.295898
	Iteration 61Q: 3 clusters Score -2191226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2191226.500000 Penalty: 4925.295898
	Iteration 62Q: 3 clusters Score -2191226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2191230.000000 Penalty: 4925.295898
	Iteration 63Q: 3 clusters Score -2191230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2191229.750000 Penalty: 4925.295898
	Iteration 64Q: 3 clusters Score -2191230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2191233.250000 Penalty: 4925.295898
	Iteration 65Q: 3 clusters Score -2191233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2191241.000000 Penalty: 4925.295898
	Iteration 66Q: 3 clusters Score -2191241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2191243.250000 Penalty: 4925.295898
	Iteration 67Q: 3 clusters Score -2191243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2191247.750000 Penalty: 4925.295898
	Iteration 68Q: 3 clusters Score -2191248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2191251.000000 Penalty: 4925.295898
	Iteration 69Q: 3 clusters Score -2191251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2191254.750000 Penalty: 4925.295898
	Iteration 70Q: 3 clusters Score -2191255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2191250.750000 Penalty: 4925.295898
	Iteration 71Q: 3 clusters Score -2191251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2191252.250000 Penalty: 4925.295898
	Iteration 72Q: 3 clusters Score -2191252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2191251.250000 Penalty: 4925.295898
	Iteration 73Q: 3 clusters Score -2191251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2191252.250000 Penalty: 4925.295898
	Iteration 74Q: 3 clusters Score -2191252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2191254.250000 Penalty: 4925.295898
	Iteration 75Q: 3 clusters Score -2191254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2191255.750000 Penalty: 4925.295898
	Iteration 76Q: 3 clusters Score -2191256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2191258.000000 Penalty: 4925.295898
	Iteration 77Q: 3 clusters Score -2191258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2191255.250000 Penalty: 4925.295898
	Iteration 78Q: 3 clusters Score -2191255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2191255.500000 Penalty: 4925.295898
	Iteration 79Q: 3 clusters Score -2191256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2191255.250000 Penalty: 4925.295898
	Iteration 80F: 3 clusters Score -2191255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2191257.500000 Penalty: 4925.295898
	Iteration 81Q: 3 clusters Score -2191258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2191265.000000 Penalty: 4925.295898
	Iteration 82Q: 3 clusters Score -2191265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2191267.500000 Penalty: 4925.295898
	Iteration 83Q: 3 clusters Score -2191268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2191266.000000 Penalty: 4925.295898
	Iteration 84Q: 3 clusters Score -2191266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2191268.000000 Penalty: 4925.295898
	Iteration 85Q: 3 clusters Score -2191268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2191269.000000 Penalty: 4925.295898
	Iteration 86Q: 3 clusters Score -2191269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2191264.500000 Penalty: 4925.295898
	Iteration 87Q: 3 clusters Score -2191264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2191268.000000 Penalty: 4925.295898
	Iteration 88Q: 3 clusters Score -2191268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2191265.750000 Penalty: 4925.295898
	Iteration 89Q: 3 clusters Score -2191266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2191273.500000 Penalty: 4925.295898
	Iteration 90Q: 3 clusters Score -2191274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2191268.250000 Penalty: 4925.295898
	Iteration 91Q: 3 clusters Score -2191268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2191274.000000 Penalty: 4925.295898
	Iteration 92Q: 3 clusters Score -2191274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2191273.750000 Penalty: 4925.295898
	Iteration 93Q: 3 clusters Score -2191274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2191274.250000 Penalty: 4925.295898
	Iteration 94Q: 3 clusters Score -2191274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2191276.000000 Penalty: 4925.295898
	Iteration 95Q: 3 clusters Score -2191276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2191267.500000 Penalty: 4925.295898
	Iteration 96Q: 3 clusters Score -2191268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2191273.750000 Penalty: 4925.295898
	Iteration 97Q: 3 clusters Score -2191274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2191274.250000 Penalty: 4925.295898
	Iteration 98Q: 3 clusters Score -2191274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2191276.000000 Penalty: 4925.295898
	Iteration 99Q: 3 clusters Score -2191276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2191274.000000 Penalty: 4925.295898
	Iteration 100F: 3 clusters Score -2191274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2191274.500000 Penalty: 4925.295898
	Iteration 101Q: 3 clusters Score -2191274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2191274.500000 Penalty: 4925.295898
	Iteration 102Q: 3 clusters Score -2191274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2191275.250000 Penalty: 4925.295898
	Iteration 103Q: 3 clusters Score -2191275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2191271.500000 Penalty: 4925.295898
	Iteration 104Q: 3 clusters Score -2191272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2191275.250000 Penalty: 4925.295898
	Iteration 105Q: 3 clusters Score -2191275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2191274.500000 Penalty: 4925.295898
	Iteration 106Q: 3 clusters Score -2191274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2191272.750000 Penalty: 4925.295898
	Iteration 107Q: 3 clusters Score -2191273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2191275.000000 Penalty: 4925.295898
	Iteration 108Q: 3 clusters Score -2191275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2191276.500000 Penalty: 4925.295898
	Iteration 109Q: 3 clusters Score -2191276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2191278.000000 Penalty: 4925.295898
	Iteration 110Q: 3 clusters Score -2191278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2191277.750000 Penalty: 4925.295898
	Iteration 111Q: 3 clusters Score -2191278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2191276.250000 Penalty: 4925.295898
	Iteration 112Q: 3 clusters Score -2191276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2191277.250000 Penalty: 4925.295898
	Iteration 113Q: 3 clusters Score -2191277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2191273.500000 Penalty: 4925.295898
	Iteration 114Q: 3 clusters Score -2191274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2191278.250000 Penalty: 4925.295898
	Iteration 115Q: 3 clusters Score -2191278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2191273.250000 Penalty: 4925.295898
	Iteration 116Q: 3 clusters Score -2191273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2191275.000000 Penalty: 4925.295898
	Iteration 117Q: 3 clusters Score -2191275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2191277.000000 Penalty: 4925.295898
	Iteration 118Q: 3 clusters Score -2191277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2191273.500000 Penalty: 4925.295898
	Iteration 119Q: 3 clusters Score -2191274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2191278.000000 Penalty: 4925.295898
	Iteration 120F: 3 clusters Score -2191278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2191277.750000 Penalty: 4925.295898
	Iteration 121Q: 3 clusters Score -2191278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2191279.000000 Penalty: 4925.295898
	Iteration 122Q: 3 clusters Score -2191279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2191280.500000 Penalty: 4925.295898
	Iteration 123Q: 3 clusters Score -2191280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2191279.250000 Penalty: 4925.295898
	Iteration 124Q: 3 clusters Score -2191279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2191277.500000 Penalty: 4925.295898
	Iteration 125Q: 3 clusters Score -2191278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2191277.500000 Penalty: 4925.295898
	Iteration 126F: 3 clusters Score -2191278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -254924.156250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -254924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -252093.500000 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -252093.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -252640.609375 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -252640.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -252777.296875 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -252777.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -252841.781250 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -252841.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -252889.671875 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -252889.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -252918.468750 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -252918.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252932.593750 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -252932.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -252946.796875 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -252946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -252958.234375 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -252958.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -252972.828125 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -252972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -252981.140625 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -252981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -252984.828125 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -252984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -252987.140625 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -252987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -252987.734375 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -252987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -252987.828125 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -252987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -252988.156250 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -252988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -252988.890625 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -252988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -252990.640625 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -252990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -252992.734375 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -252992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -252994.812500 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -252994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -252997.156250 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -252997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -252999.000000 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -252999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -252999.671875 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -252999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253000.015625 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -253000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -253001.015625 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -253001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -253001.171875 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -253001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -253001.484375 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -253001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -253003.078125 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -253003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -253003.390625 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -253003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -253003.703125 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -253003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -253004.265625 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -253004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -253004.390625 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -253004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -253005.062500 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -253005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -253005.812500 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -253005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -253006.734375 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -253006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -253006.828125 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -253006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -253008.828125 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -253008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -253009.468750 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -253009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -253010.781250 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -253010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253010.625000 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -253010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253010.625000 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -253010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Entering Unmasked Estep 
Score: -7492596.500000 Penalty: 2745.442871
	Iteration 0F: 2 clusters Score -7492596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -7449258.500000 Penalty: 5490.885742
	Iteration 0F: 3 clusters Score -7449258 nChanged 30068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -7466002.500000 Penalty: 5490.885742
	Iteration 1F: 3 clusters Score -7466002 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -7466524.500000 Penalty: 5490.885742
	Iteration 2Q: 3 clusters Score -7466524 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -7466990.000000 Penalty: 5490.885742
	Iteration 3Q: 3 clusters Score -7466990 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -7467497.000000 Penalty: 5490.885742
	Iteration 4Q: 3 clusters Score -7467497 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -7468237.500000 Penalty: 5490.885742
	Iteration 5Q: 3 clusters Score -7468238 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7469237.000000 Penalty: 5490.885742
	Iteration 6Q: 3 clusters Score -7469237 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7470843.000000 Penalty: 5490.885742
	Iteration 7Q: 3 clusters Score -7470843 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -7473461.000000 Penalty: 5490.885742
	Iteration 8F: 3 clusters Score -7473461 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -7477388.500000 Penalty: 5490.885742
	Iteration 9F: 3 clusters Score -7477388 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -7482275.500000 Penalty: 5490.885742
	Iteration 10F: 3 clusters Score -7482276 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -7486216.000000 Penalty: 5490.885742
	Iteration 11F: 3 clusters Score -7486216 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -7488519.000000 Penalty: 5490.885742
	Iteration 12Q: 3 clusters Score -7488519 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -7489477.500000 Penalty: 5490.885742
	Iteration 13Q: 3 clusters Score -7489478 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -7489899.000000 Penalty: 5490.885742
	Iteration 14Q: 3 clusters Score -7489899 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -7490091.000000 Penalty: 5490.885742
	Iteration 15Q: 3 clusters Score -7490091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -7490227.500000 Penalty: 5490.885742
	Iteration 16Q: 3 clusters Score -7490228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -7490316.000000 Penalty: 5490.885742
	Iteration 17Q: 3 clusters Score -7490316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -7490394.000000 Penalty: 5490.885742
	Iteration 18Q: 3 clusters Score -7490394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -7490430.500000 Penalty: 5490.885742
	Iteration 19Q: 3 clusters Score -7490430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -7490454.000000 Penalty: 5490.885742
	Iteration 20F: 3 clusters Score -7490454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -7490464.000000 Penalty: 5490.885742
	Iteration 21Q: 3 clusters Score -7490464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -7490460.500000 Penalty: 5490.885742
	Iteration 22Q: 3 clusters Score -7490460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7490474.000000 Penalty: 5490.885742
	Iteration 23Q: 3 clusters Score -7490474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7490481.000000 Penalty: 5490.885742
	Iteration 24Q: 3 clusters Score -7490481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7490489.000000 Penalty: 5490.885742
	Iteration 25Q: 3 clusters Score -7490489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -7490493.500000 Penalty: 5490.885742
	Iteration 26Q: 3 clusters Score -7490494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7490495.000000 Penalty: 5490.885742
	Iteration 27Q: 3 clusters Score -7490495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -7490498.500000 Penalty: 5490.885742
	Iteration 28Q: 3 clusters Score -7490498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -7490504.500000 Penalty: 5490.885742
	Iteration 29Q: 3 clusters Score -7490504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -7490502.000000 Penalty: 5490.885742
	Iteration 30Q: 3 clusters Score -7490502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -7490506.500000 Penalty: 5490.885742
	Iteration 31Q: 3 clusters Score -7490506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -7490506.500000 Penalty: 5490.885742
	Iteration 32F: 3 clusters Score -7490506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -433452.656250 Penalty: 2055.431885
	Iteration 0F: 2 clusters Score -433452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -429549.531250 Penalty: 4110.863770
	Iteration 0F: 3 clusters Score -429549.5 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -430483.968750 Penalty: 4110.863770
	Iteration 1F: 3 clusters Score -430484 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -430753.875000 Penalty: 4110.863770
	Iteration 2F: 3 clusters Score -430753.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -430975.437500 Penalty: 4110.863770
	Iteration 3F: 3 clusters Score -430975.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -431172.593750 Penalty: 4110.863770
	Iteration 4F: 3 clusters Score -431172.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -431379.718750 Penalty: 4110.863770
	Iteration 5F: 3 clusters Score -431379.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -431574.468750 Penalty: 4110.863770
	Iteration 6F: 3 clusters Score -431574.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -431749.343750 Penalty: 4110.863770
	Iteration 7Q: 3 clusters Score -431749.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -431886.531250 Penalty: 4110.863770
	Iteration 8Q: 3 clusters Score -431886.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -431997.625000 Penalty: 4110.863770
	Iteration 9Q: 3 clusters Score -431997.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -432079.281250 Penalty: 4110.863770
	Iteration 10Q: 3 clusters Score -432079.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -432126.187500 Penalty: 4110.863770
	Iteration 11Q: 3 clusters Score -432126.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -432166.875000 Penalty: 4110.863770
	Iteration 12Q: 3 clusters Score -432166.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -432204.406250 Penalty: 4110.863770
	Iteration 13Q: 3 clusters Score -432204.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432247.843750 Penalty: 4110.863770
	Iteration 14Q: 3 clusters Score -432247.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -432276.875000 Penalty: 4110.863770
	Iteration 15Q: 3 clusters Score -432276.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -432295.187500 Penalty: 4110.863770
	Iteration 16Q: 3 clusters Score -432295.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -432315.312500 Penalty: 4110.863770
	Iteration 17Q: 3 clusters Score -432315.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -432339.468750 Penalty: 4110.863770
	Iteration 18Q: 3 clusters Score -432339.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -432363.406250 Penalty: 4110.863770
	Iteration 19Q: 3 clusters Score -432363.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -432388.156250 Penalty: 4110.863770
	Iteration 20F: 3 clusters Score -432388.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -432411.187500 Penalty: 4110.863770
	Iteration 21Q: 3 clusters Score -432411.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -432431.281250 Penalty: 4110.863770
	Iteration 22Q: 3 clusters Score -432431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -432441.875000 Penalty: 4110.863770
	Iteration 23Q: 3 clusters Score -432441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -432451.593750 Penalty: 4110.863770
	Iteration 24Q: 3 clusters Score -432451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -432460.125000 Penalty: 4110.863770
	Iteration 25Q: 3 clusters Score -432460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -432462.656250 Penalty: 4110.863770
	Iteration 26Q: 3 clusters Score -432462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -432465.250000 Penalty: 4110.863770
	Iteration 27Q: 3 clusters Score -432465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -432466.281250 Penalty: 4110.863770
	Iteration 28Q: 3 clusters Score -432466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -432467.843750 Penalty: 4110.863770
	Iteration 29Q: 3 clusters Score -432467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -432468.812500 Penalty: 4110.863770
	Iteration 30Q: 3 clusters Score -432468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -432468.812500 Penalty: 4110.863770
	Iteration 31F: 3 clusters Score -432468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -930329.062500 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -930329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -923864.187500 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -923864.2 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -925613.000000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -925613 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -925896.187500 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -925896.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -926125.000000 Penalty: 4466.071777
	Iteration 3F: 3 clusters Score -926125 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -926295.625000 Penalty: 4466.071777
	Iteration 4Q: 3 clusters Score -926295.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -926467.562500 Penalty: 4466.071777
	Iteration 5Q: 3 clusters Score -926467.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -926645.875000 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -926645.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -926826.187500 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -926826.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -926989.312500 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -926989.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -927158.937500 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -927158.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -927339.375000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -927339.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -927521.625000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -927521.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -927695.312500 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -927695.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -927875.250000 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -927875.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -928020.125000 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -928020.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -928154.875000 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -928154.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -928264.687500 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -928264.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -928358.687500 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -928358.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -928431.500000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -928431.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -928495.812500 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -928495.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -928540.000000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -928540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -928584.562500 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -928584.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -928614.875000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -928614.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -928635.625000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -928635.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -928649.562500 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -928649.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -928665.187500 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -928665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -928672.312500 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -928672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -928678.000000 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -928678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -928679.000000 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -928679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -928680.750000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -928680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -928684.937500 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -928684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -928687.187500 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -928687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -928688.812500 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -928688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -928692.562500 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -928692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -928693.125000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -928693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -928694.312500 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -928694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -928695.000000 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -928695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -928695.000000 Penalty: 4466.071777
	Iteration 37F: 3 clusters Score -928695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -54572.078125 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -54572.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53070.425781 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -53070.43 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53344.187500 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -53344.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53526.820312 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -53526.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53661.273438 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -53661.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53727.171875 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -53727.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53789.441406 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -53789.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53815.460938 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -53815.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53843.066406 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -53843.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53889.664062 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -53889.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53943.292969 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -53943.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53968.609375 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -53968.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53979.457031 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -53979.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53998.628906 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -53998.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54016.328125 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -54016.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54038.542969 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -54038.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54051.589844 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -54051.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54065.710938 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -54065.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54085.742188 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -54085.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54096.718750 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -54096.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54103.242188 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -54103.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54109.132812 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -54109.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54133.667969 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -54133.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54167.410156 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -54167.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54176.957031 Penalty: 3135.992188
	Iteration 23Q: 3 clusters Score -54176.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54194.960938 Penalty: 3135.992188
	Iteration 24Q: 3 clusters Score -54194.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54209.359375 Penalty: 3135.992188
	Iteration 25Q: 3 clusters Score -54209.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54264.265625 Penalty: 3135.992188
	Iteration 26Q: 3 clusters Score -54264.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54271.261719 Penalty: 3135.992188
	Iteration 27Q: 3 clusters Score -54271.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54272.601562 Penalty: 3135.992188
	Iteration 28Q: 3 clusters Score -54272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54282.550781 Penalty: 3135.992188
	Iteration 29Q: 3 clusters Score -54282.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54291.199219 Penalty: 3135.992188
	Iteration 30Q: 3 clusters Score -54291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54304.839844 Penalty: 3135.992188
	Iteration 31Q: 3 clusters Score -54304.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54318.386719 Penalty: 3135.992188
	Iteration 32Q: 3 clusters Score -54318.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54329.675781 Penalty: 3135.992188
	Iteration 33Q: 3 clusters Score -54329.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54340.476562 Penalty: 3135.992188
	Iteration 34Q: 3 clusters Score -54340.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54363.929688 Penalty: 3135.992188
	Iteration 35Q: 3 clusters Score -54363.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54378.652344 Penalty: 3135.992188
	Iteration 36Q: 3 clusters Score -54378.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54411.019531 Penalty: 3135.992188
	Iteration 37Q: 3 clusters Score -54411.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54425.687500 Penalty: 3135.992188
	Iteration 38Q: 3 clusters Score -54425.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54438.625000 Penalty: 3135.992188
	Iteration 39Q: 3 clusters Score -54438.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54444.398438 Penalty: 3135.992188
	Iteration 40F: 3 clusters Score -54444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54459.460938 Penalty: 3135.992188
	Iteration 41Q: 3 clusters Score -54459.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54466.222656 Penalty: 3135.992188
	Iteration 42Q: 3 clusters Score -54466.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54479.562500 Penalty: 3135.992188
	Iteration 43Q: 3 clusters Score -54479.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54484.617188 Penalty: 3135.992188
	Iteration 44Q: 3 clusters Score -54484.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54484.617188 Penalty: 3135.992188
	Iteration 45F: 3 clusters Score -54484.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Entering Unmasked Estep 
Score: -3600918.000000 Penalty: 2572.904785
	Iteration 0F: 2 clusters Score -3600918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3579093.500000 Penalty: 5145.809570
	Iteration 0F: 3 clusters Score -3579094 nChanged 14505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3587072.500000 Penalty: 5145.809570
	Iteration 1F: 3 clusters Score -3587072 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3587550.750000 Penalty: 5145.809570
	Iteration 2Q: 3 clusters Score -3587551 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3588095.500000 Penalty: 5145.809570
	Iteration 3Q: 3 clusters Score -3588096 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3588631.250000 Penalty: 5145.809570
	Iteration 4Q: 3 clusters Score -3588631 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3589467.250000 Penalty: 5145.809570
	Iteration 5Q: 3 clusters Score -3589467 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3590522.500000 Penalty: 5145.809570
	Iteration 6F: 3 clusters Score -3590522 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3591931.750000 Penalty: 5145.809570
	Iteration 7F: 3 clusters Score -3591932 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3593610.750000 Penalty: 5145.809570
	Iteration 8F: 3 clusters Score -3593611 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3595243.000000 Penalty: 5145.809570
	Iteration 9F: 3 clusters Score -3595243 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3596569.250000 Penalty: 5145.809570
	Iteration 10Q: 3 clusters Score -3596569 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3597439.750000 Penalty: 5145.809570
	Iteration 11Q: 3 clusters Score -3597440 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3597932.250000 Penalty: 5145.809570
	Iteration 12Q: 3 clusters Score -3597932 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3598185.000000 Penalty: 5145.809570
	Iteration 13Q: 3 clusters Score -3598185 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3598348.500000 Penalty: 5145.809570
	Iteration 14Q: 3 clusters Score -3598348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -3598460.250000 Penalty: 5145.809570
	Iteration 15Q: 3 clusters Score -3598460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -3598535.250000 Penalty: 5145.809570
	Iteration 16Q: 3 clusters Score -3598535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3598591.250000 Penalty: 5145.809570
	Iteration 17Q: 3 clusters Score -3598591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3598614.250000 Penalty: 5145.809570
	Iteration 18Q: 3 clusters Score -3598614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3598641.750000 Penalty: 5145.809570
	Iteration 19Q: 3 clusters Score -3598642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3598661.750000 Penalty: 5145.809570
	Iteration 20F: 3 clusters Score -3598662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3598677.000000 Penalty: 5145.809570
	Iteration 21Q: 3 clusters Score -3598677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3598688.750000 Penalty: 5145.809570
	Iteration 22Q: 3 clusters Score -3598689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3598695.250000 Penalty: 5145.809570
	Iteration 23Q: 3 clusters Score -3598695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -3598700.250000 Penalty: 5145.809570
	Iteration 24Q: 3 clusters Score -3598700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3598705.750000 Penalty: 5145.809570
	Iteration 25Q: 3 clusters Score -3598706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3598706.250000 Penalty: 5145.809570
	Iteration 26Q: 3 clusters Score -3598706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3598713.750000 Penalty: 5145.809570
	Iteration 27Q: 3 clusters Score -3598714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -3598721.500000 Penalty: 5145.809570
	Iteration 28Q: 3 clusters Score -3598722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3598722.750000 Penalty: 5145.809570
	Iteration 29Q: 3 clusters Score -3598723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3598724.000000 Penalty: 5145.809570
	Iteration 30Q: 3 clusters Score -3598724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3598724.500000 Penalty: 5145.809570
	Iteration 31Q: 3 clusters Score -3598724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3598724.500000 Penalty: 5145.809570
	Iteration 32F: 3 clusters Score -3598724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -414741.968750 Penalty: 2033.467041
	Iteration 0F: 2 clusters Score -414742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -411048.281250 Penalty: 4066.934082
	Iteration 0F: 3 clusters Score -411048.3 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -411873.468750 Penalty: 4066.934082
	Iteration 1F: 3 clusters Score -411873.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -412024.906250 Penalty: 4066.934082
	Iteration 2F: 3 clusters Score -412024.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -412094.062500 Penalty: 4066.934082
	Iteration 3Q: 3 clusters Score -412094.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -412149.062500 Penalty: 4066.934082
	Iteration 4Q: 3 clusters Score -412149.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412196.500000 Penalty: 4066.934082
	Iteration 5Q: 3 clusters Score -412196.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -412225.656250 Penalty: 4066.934082
	Iteration 6Q: 3 clusters Score -412225.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -412247.656250 Penalty: 4066.934082
	Iteration 7Q: 3 clusters Score -412247.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -412269.250000 Penalty: 4066.934082
	Iteration 8Q: 3 clusters Score -412269.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -412288.625000 Penalty: 4066.934082
	Iteration 9Q: 3 clusters Score -412288.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -412305.093750 Penalty: 4066.934082
	Iteration 10Q: 3 clusters Score -412305.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -412316.687500 Penalty: 4066.934082
	Iteration 11Q: 3 clusters Score -412316.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -412323.406250 Penalty: 4066.934082
	Iteration 12Q: 3 clusters Score -412323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -412327.718750 Penalty: 4066.934082
	Iteration 13Q: 3 clusters Score -412327.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -412334.125000 Penalty: 4066.934082
	Iteration 14Q: 3 clusters Score -412334.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -412337.625000 Penalty: 4066.934082
	Iteration 15Q: 3 clusters Score -412337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -412340.187500 Penalty: 4066.934082
	Iteration 16Q: 3 clusters Score -412340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -412341.125000 Penalty: 4066.934082
	Iteration 17Q: 3 clusters Score -412341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -412341.125000 Penalty: 4066.934082
	Iteration 18F: 3 clusters Score -412341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -708563.000000 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -708563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -703301.937500 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -703301.9 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -704611.437500 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -704611.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -704853.812500 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -704853.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -705015.250000 Penalty: 4322.995117
	Iteration 3F: 3 clusters Score -705015.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -705143.062500 Penalty: 4322.995117
	Iteration 4Q: 3 clusters Score -705143.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -705265.062500 Penalty: 4322.995117
	Iteration 5Q: 3 clusters Score -705265.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -705386.125000 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -705386.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -705504.875000 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -705504.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -705621.562500 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -705621.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -705722.125000 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -705722.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -705815.500000 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -705815.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -705920.000000 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -705920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -706024.250000 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -706024.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -706132.375000 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -706132.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -706221.000000 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -706221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -706293.937500 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -706293.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -706365.437500 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -706365.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -706417.187500 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -706417.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -706453.187500 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -706453.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -706477.000000 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -706477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -706497.687500 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -706497.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -706515.500000 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -706515.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -706532.500000 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -706532.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -706544.750000 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -706544.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -706560.500000 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -706560.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -706572.062500 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -706572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -706584.000000 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -706584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -706590.062500 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -706590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -706593.625000 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -706593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -706597.687500 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -706597.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -706602.250000 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -706602.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -706607.562500 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -706607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -706613.562500 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -706613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -706617.000000 Penalty: 4322.995117
	Iteration 33Q: 3 clusters Score -706617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -706626.437500 Penalty: 4322.995117
	Iteration 34Q: 3 clusters Score -706626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -706632.875000 Penalty: 4322.995117
	Iteration 35Q: 3 clusters Score -706632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -706638.562500 Penalty: 4322.995117
	Iteration 36Q: 3 clusters Score -706638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -706645.125000 Penalty: 4322.995117
	Iteration 37Q: 3 clusters Score -706645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -706648.937500 Penalty: 4322.995117
	Iteration 38Q: 3 clusters Score -706648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -706649.875000 Penalty: 4322.995117
	Iteration 39Q: 3 clusters Score -706649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -706653.062500 Penalty: 4322.995117
	Iteration 40F: 3 clusters Score -706653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -706654.000000 Penalty: 4322.995117
	Iteration 41Q: 3 clusters Score -706654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -706655.125000 Penalty: 4322.995117
	Iteration 42Q: 3 clusters Score -706655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -706657.375000 Penalty: 4322.995117
	Iteration 43Q: 3 clusters Score -706657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -706657.375000 Penalty: 4322.995117
	Iteration 44F: 3 clusters Score -706657.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -43496.863281 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -43496.86 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 214 members 
Entering Unmasked Estep 
Score: -42042.289062 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -42042.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42174.957031 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -42174.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42206.089844 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -42206.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42224.332031 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -42224.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42228.445312 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -42228.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42231.292969 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -42231.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42234.464844 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -42234.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42238.304688 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -42238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42250.210938 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -42250.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42264.589844 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -42264.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42264.589844 Penalty: 3004.165039
	Iteration 10F: 3 clusters Score -42264.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Entering Unmasked Estep 
Score: -2515512.000000 Penalty: 2473.099121
	Iteration 0F: 2 clusters Score -2515512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2500457.250000 Penalty: 4946.198242
	Iteration 0F: 3 clusters Score -2500457 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2505416.750000 Penalty: 4946.198242
	Iteration 1F: 3 clusters Score -2505417 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2505778.000000 Penalty: 4946.198242
	Iteration 2F: 3 clusters Score -2505778 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2506068.250000 Penalty: 4946.198242
	Iteration 3Q: 3 clusters Score -2506068 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2506336.250000 Penalty: 4946.198242
	Iteration 4Q: 3 clusters Score -2506336 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2506596.250000 Penalty: 4946.198242
	Iteration 5Q: 3 clusters Score -2506596 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2506860.000000 Penalty: 4946.198242
	Iteration 6Q: 3 clusters Score -2506860 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2507133.000000 Penalty: 4946.198242
	Iteration 7Q: 3 clusters Score -2507133 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2507425.000000 Penalty: 4946.198242
	Iteration 8Q: 3 clusters Score -2507425 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2507723.500000 Penalty: 4946.198242
	Iteration 9Q: 3 clusters Score -2507724 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2508043.750000 Penalty: 4946.198242
	Iteration 10Q: 3 clusters Score -2508044 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2508456.750000 Penalty: 4946.198242
	Iteration 11Q: 3 clusters Score -2508457 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2508944.750000 Penalty: 4946.198242
	Iteration 12Q: 3 clusters Score -2508945 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2509534.000000 Penalty: 4946.198242
	Iteration 13Q: 3 clusters Score -2509534 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2510192.250000 Penalty: 4946.198242
	Iteration 14Q: 3 clusters Score -2510192 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2510838.000000 Penalty: 4946.198242
	Iteration 15Q: 3 clusters Score -2510838 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2511332.750000 Penalty: 4946.198242
	Iteration 16Q: 3 clusters Score -2511333 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2511774.250000 Penalty: 4946.198242
	Iteration 17Q: 3 clusters Score -2511774 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2512134.250000 Penalty: 4946.198242
	Iteration 18Q: 3 clusters Score -2512134 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2512377.000000 Penalty: 4946.198242
	Iteration 19Q: 3 clusters Score -2512377 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2512554.500000 Penalty: 4946.198242
	Iteration 20F: 3 clusters Score -2512554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2512683.000000 Penalty: 4946.198242
	Iteration 21Q: 3 clusters Score -2512683 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2512778.250000 Penalty: 4946.198242
	Iteration 22Q: 3 clusters Score -2512778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2512859.750000 Penalty: 4946.198242
	Iteration 23Q: 3 clusters Score -2512860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2512930.500000 Penalty: 4946.198242
	Iteration 24Q: 3 clusters Score -2512930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2512968.750000 Penalty: 4946.198242
	Iteration 25Q: 3 clusters Score -2512969 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2513025.750000 Penalty: 4946.198242
	Iteration 26Q: 3 clusters Score -2513026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2513078.000000 Penalty: 4946.198242
	Iteration 27Q: 3 clusters Score -2513078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2513127.750000 Penalty: 4946.198242
	Iteration 28Q: 3 clusters Score -2513128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2513169.250000 Penalty: 4946.198242
	Iteration 29Q: 3 clusters Score -2513169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2513204.000000 Penalty: 4946.198242
	Iteration 30Q: 3 clusters Score -2513204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2513243.750000 Penalty: 4946.198242
	Iteration 31Q: 3 clusters Score -2513244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2513268.500000 Penalty: 4946.198242
	Iteration 32Q: 3 clusters Score -2513268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2513297.250000 Penalty: 4946.198242
	Iteration 33Q: 3 clusters Score -2513297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2513313.000000 Penalty: 4946.198242
	Iteration 34Q: 3 clusters Score -2513313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2513324.000000 Penalty: 4946.198242
	Iteration 35Q: 3 clusters Score -2513324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2513343.250000 Penalty: 4946.198242
	Iteration 36Q: 3 clusters Score -2513343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2513355.750000 Penalty: 4946.198242
	Iteration 37Q: 3 clusters Score -2513356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2513356.500000 Penalty: 4946.198242
	Iteration 38Q: 3 clusters Score -2513356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2513360.250000 Penalty: 4946.198242
	Iteration 39Q: 3 clusters Score -2513360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2513363.750000 Penalty: 4946.198242
	Iteration 40F: 3 clusters Score -2513364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2513367.000000 Penalty: 4946.198242
	Iteration 41Q: 3 clusters Score -2513367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2513365.250000 Penalty: 4946.198242
	Iteration 42Q: 3 clusters Score -2513365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2513368.250000 Penalty: 4946.198242
	Iteration 43Q: 3 clusters Score -2513368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2513372.000000 Penalty: 4946.198242
	Iteration 44Q: 3 clusters Score -2513372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2513373.000000 Penalty: 4946.198242
	Iteration 45Q: 3 clusters Score -2513373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2513374.250000 Penalty: 4946.198242
	Iteration 46Q: 3 clusters Score -2513374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2513375.000000 Penalty: 4946.198242
	Iteration 47Q: 3 clusters Score -2513375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2513380.250000 Penalty: 4946.198242
	Iteration 48Q: 3 clusters Score -2513380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2513376.500000 Penalty: 4946.198242
	Iteration 49Q: 3 clusters Score -2513376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2513380.000000 Penalty: 4946.198242
	Iteration 50Q: 3 clusters Score -2513380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2513387.750000 Penalty: 4946.198242
	Iteration 51Q: 3 clusters Score -2513388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2513392.750000 Penalty: 4946.198242
	Iteration 52Q: 3 clusters Score -2513393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2513393.500000 Penalty: 4946.198242
	Iteration 53Q: 3 clusters Score -2513394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2513395.750000 Penalty: 4946.198242
	Iteration 54Q: 3 clusters Score -2513396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2513401.250000 Penalty: 4946.198242
	Iteration 55Q: 3 clusters Score -2513401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2513406.250000 Penalty: 4946.198242
	Iteration 56Q: 3 clusters Score -2513406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2513404.750000 Penalty: 4946.198242
	Iteration 57Q: 3 clusters Score -2513405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2513405.250000 Penalty: 4946.198242
	Iteration 58Q: 3 clusters Score -2513405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2513409.750000 Penalty: 4946.198242
	Iteration 59Q: 3 clusters Score -2513410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2513409.000000 Penalty: 4946.198242
	Iteration 60F: 3 clusters Score -2513409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2513412.250000 Penalty: 4946.198242
	Iteration 61Q: 3 clusters Score -2513412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2513412.250000 Penalty: 4946.198242
	Iteration 62F: 3 clusters Score -2513412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -298867.500000 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -298867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295899.656250 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -295899.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -296440.031250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -296440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296591.000000 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -296591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296677.875000 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -296677.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296722.718750 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -296722.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -296753.750000 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -296753.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -296775.187500 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -296775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -296784.875000 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -296784.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296794.281250 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -296794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -296803.468750 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -296803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -296808.093750 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -296808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -296809.781250 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -296809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -296813.187500 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -296813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296814.843750 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -296814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -296815.906250 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -296815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296816.656250 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -296816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -296817.125000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -296817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -296817.125000 Penalty: 3882.509277
	Iteration 17F: 3 clusters Score -296817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Entering Unmasked Estep 
Score: -5307204.000000 Penalty: 2658.796143
	Iteration 0F: 2 clusters Score -5307204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5276720.000000 Penalty: 5317.592285
	Iteration 0F: 3 clusters Score -5276720 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -5288200.500000 Penalty: 5317.592285
	Iteration 1F: 3 clusters Score -5288200 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5288675.000000 Penalty: 5317.592285
	Iteration 2Q: 3 clusters Score -5288675 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5289086.500000 Penalty: 5317.592285
	Iteration 3Q: 3 clusters Score -5289086 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -5289517.500000 Penalty: 5317.592285
	Iteration 4Q: 3 clusters Score -5289518 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5289960.500000 Penalty: 5317.592285
	Iteration 5Q: 3 clusters Score -5289960 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5290556.500000 Penalty: 5317.592285
	Iteration 6Q: 3 clusters Score -5290556 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5291345.500000 Penalty: 5317.592285
	Iteration 7Q: 3 clusters Score -5291346 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5292577.500000 Penalty: 5317.592285
	Iteration 8Q: 3 clusters Score -5292578 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5294228.000000 Penalty: 5317.592285
	Iteration 9F: 3 clusters Score -5294228 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5296555.500000 Penalty: 5317.592285
	Iteration 10F: 3 clusters Score -5296556 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -5299102.500000 Penalty: 5317.592285
	Iteration 11F: 3 clusters Score -5299102 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5301194.000000 Penalty: 5317.592285
	Iteration 12F: 3 clusters Score -5301194 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5302706.000000 Penalty: 5317.592285
	Iteration 13Q: 3 clusters Score -5302706 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5303582.500000 Penalty: 5317.592285
	Iteration 14Q: 3 clusters Score -5303582 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5304103.500000 Penalty: 5317.592285
	Iteration 15Q: 3 clusters Score -5304104 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5304443.000000 Penalty: 5317.592285
	Iteration 16Q: 3 clusters Score -5304443 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5304592.000000 Penalty: 5317.592285
	Iteration 17Q: 3 clusters Score -5304592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5304694.500000 Penalty: 5317.592285
	Iteration 18Q: 3 clusters Score -5304694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5304777.500000 Penalty: 5317.592285
	Iteration 19Q: 3 clusters Score -5304778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5304825.000000 Penalty: 5317.592285
	Iteration 20F: 3 clusters Score -5304825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5304854.500000 Penalty: 5317.592285
	Iteration 21Q: 3 clusters Score -5304854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5304874.000000 Penalty: 5317.592285
	Iteration 22Q: 3 clusters Score -5304874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5304884.500000 Penalty: 5317.592285
	Iteration 23Q: 3 clusters Score -5304884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5304887.000000 Penalty: 5317.592285
	Iteration 24Q: 3 clusters Score -5304887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5304891.500000 Penalty: 5317.592285
	Iteration 25Q: 3 clusters Score -5304892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5304898.500000 Penalty: 5317.592285
	Iteration 26Q: 3 clusters Score -5304898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5304900.500000 Penalty: 5317.592285
	Iteration 27Q: 3 clusters Score -5304900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5304916.500000 Penalty: 5317.592285
	Iteration 28Q: 3 clusters Score -5304916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5304923.000000 Penalty: 5317.592285
	Iteration 29Q: 3 clusters Score -5304923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5304932.000000 Penalty: 5317.592285
	Iteration 30Q: 3 clusters Score -5304932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5304932.500000 Penalty: 5317.592285
	Iteration 31Q: 3 clusters Score -5304932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5304936.500000 Penalty: 5317.592285
	Iteration 32Q: 3 clusters Score -5304936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5304936.000000 Penalty: 5317.592285
	Iteration 33Q: 3 clusters Score -5304936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5304939.500000 Penalty: 5317.592285
	Iteration 34Q: 3 clusters Score -5304940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5304936.500000 Penalty: 5317.592285
	Iteration 35Q: 3 clusters Score -5304936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5304936.500000 Penalty: 5317.592285
	Iteration 36Q: 3 clusters Score -5304936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5304936.500000 Penalty: 5317.592285
	Iteration 37F: 3 clusters Score -5304936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Entering Unmasked Estep 
Score: -3788910.750000 Penalty: 2574.970703
	Iteration 0F: 2 clusters Score -3788911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3766861.250000 Penalty: 5149.941406
	Iteration 0F: 3 clusters Score -3766861 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3774786.500000 Penalty: 5149.941406
	Iteration 1F: 3 clusters Score -3774786 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3775197.250000 Penalty: 5149.941406
	Iteration 2Q: 3 clusters Score -3775197 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3775648.500000 Penalty: 5149.941406
	Iteration 3Q: 3 clusters Score -3775648 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3776056.250000 Penalty: 5149.941406
	Iteration 4Q: 3 clusters Score -3776056 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3776494.500000 Penalty: 5149.941406
	Iteration 5Q: 3 clusters Score -3776494 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3776989.500000 Penalty: 5149.941406
	Iteration 6Q: 3 clusters Score -3776990 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3777567.250000 Penalty: 5149.941406
	Iteration 7Q: 3 clusters Score -3777567 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3778285.000000 Penalty: 5149.941406
	Iteration 8Q: 3 clusters Score -3778285 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3779256.750000 Penalty: 5149.941406
	Iteration 9F: 3 clusters Score -3779257 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3780636.750000 Penalty: 5149.941406
	Iteration 10F: 3 clusters Score -3780637 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3782294.000000 Penalty: 5149.941406
	Iteration 11F: 3 clusters Score -3782294 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3783479.000000 Penalty: 5149.941406
	Iteration 12F: 3 clusters Score -3783479 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3784031.500000 Penalty: 5149.941406
	Iteration 13Q: 3 clusters Score -3784032 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3784248.000000 Penalty: 5149.941406
	Iteration 14Q: 3 clusters Score -3784248 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3784379.750000 Penalty: 5149.941406
	Iteration 15Q: 3 clusters Score -3784380 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3784448.000000 Penalty: 5149.941406
	Iteration 16Q: 3 clusters Score -3784448 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3784531.250000 Penalty: 5149.941406
	Iteration 17Q: 3 clusters Score -3784531 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3784597.250000 Penalty: 5149.941406
	Iteration 18Q: 3 clusters Score -3784597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3784656.750000 Penalty: 5149.941406
	Iteration 19Q: 3 clusters Score -3784657 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3784738.000000 Penalty: 5149.941406
	Iteration 20F: 3 clusters Score -3784738 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3784802.500000 Penalty: 5149.941406
	Iteration 21Q: 3 clusters Score -3784802 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3784867.750000 Penalty: 5149.941406
	Iteration 22Q: 3 clusters Score -3784868 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3784899.250000 Penalty: 5149.941406
	Iteration 23Q: 3 clusters Score -3784899 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3784948.500000 Penalty: 5149.941406
	Iteration 24Q: 3 clusters Score -3784948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3785017.500000 Penalty: 5149.941406
	Iteration 25Q: 3 clusters Score -3785018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3785062.750000 Penalty: 5149.941406
	Iteration 26Q: 3 clusters Score -3785063 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3785127.250000 Penalty: 5149.941406
	Iteration 27Q: 3 clusters Score -3785127 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3785177.750000 Penalty: 5149.941406
	Iteration 28Q: 3 clusters Score -3785178 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3785233.250000 Penalty: 5149.941406
	Iteration 29Q: 3 clusters Score -3785233 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3785286.500000 Penalty: 5149.941406
	Iteration 30Q: 3 clusters Score -3785286 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3785353.000000 Penalty: 5149.941406
	Iteration 31Q: 3 clusters Score -3785353 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3785396.250000 Penalty: 5149.941406
	Iteration 32Q: 3 clusters Score -3785396 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3785442.500000 Penalty: 5149.941406
	Iteration 33Q: 3 clusters Score -3785442 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3785508.500000 Penalty: 5149.941406
	Iteration 34Q: 3 clusters Score -3785508 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3785566.000000 Penalty: 5149.941406
	Iteration 35Q: 3 clusters Score -3785566 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3785612.000000 Penalty: 5149.941406
	Iteration 36Q: 3 clusters Score -3785612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3785690.750000 Penalty: 5149.941406
	Iteration 37Q: 3 clusters Score -3785691 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3785753.750000 Penalty: 5149.941406
	Iteration 38Q: 3 clusters Score -3785754 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3785838.500000 Penalty: 5149.941406
	Iteration 39Q: 3 clusters Score -3785838 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3785897.750000 Penalty: 5149.941406
	Iteration 40F: 3 clusters Score -3785898 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3785969.000000 Penalty: 5149.941406
	Iteration 41Q: 3 clusters Score -3785969 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3786035.500000 Penalty: 5149.941406
	Iteration 42Q: 3 clusters Score -3786036 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3786094.000000 Penalty: 5149.941406
	Iteration 43Q: 3 clusters Score -3786094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3786152.250000 Penalty: 5149.941406
	Iteration 44Q: 3 clusters Score -3786152 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3786218.500000 Penalty: 5149.941406
	Iteration 45Q: 3 clusters Score -3786218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3786261.250000 Penalty: 5149.941406
	Iteration 46Q: 3 clusters Score -3786261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3786309.000000 Penalty: 5149.941406
	Iteration 47Q: 3 clusters Score -3786309 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3786345.250000 Penalty: 5149.941406
	Iteration 48Q: 3 clusters Score -3786345 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3786374.500000 Penalty: 5149.941406
	Iteration 49Q: 3 clusters Score -3786374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3786417.750000 Penalty: 5149.941406
	Iteration 50Q: 3 clusters Score -3786418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3786442.000000 Penalty: 5149.941406
	Iteration 51Q: 3 clusters Score -3786442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3786477.750000 Penalty: 5149.941406
	Iteration 52Q: 3 clusters Score -3786478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3786493.000000 Penalty: 5149.941406
	Iteration 53Q: 3 clusters Score -3786493 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3786525.250000 Penalty: 5149.941406
	Iteration 54Q: 3 clusters Score -3786525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3786555.500000 Penalty: 5149.941406
	Iteration 55Q: 3 clusters Score -3786556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3786569.750000 Penalty: 5149.941406
	Iteration 56Q: 3 clusters Score -3786570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3786588.000000 Penalty: 5149.941406
	Iteration 57Q: 3 clusters Score -3786588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3786606.000000 Penalty: 5149.941406
	Iteration 58Q: 3 clusters Score -3786606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3786623.750000 Penalty: 5149.941406
	Iteration 59Q: 3 clusters Score -3786624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3786640.500000 Penalty: 5149.941406
	Iteration 60F: 3 clusters Score -3786640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3786649.500000 Penalty: 5149.941406
	Iteration 61Q: 3 clusters Score -3786650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3786660.500000 Penalty: 5149.941406
	Iteration 62Q: 3 clusters Score -3786660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3786671.000000 Penalty: 5149.941406
	Iteration 63Q: 3 clusters Score -3786671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3786677.500000 Penalty: 5149.941406
	Iteration 64Q: 3 clusters Score -3786678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3786686.500000 Penalty: 5149.941406
	Iteration 65Q: 3 clusters Score -3786686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3786694.500000 Penalty: 5149.941406
	Iteration 66Q: 3 clusters Score -3786694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3786697.500000 Penalty: 5149.941406
	Iteration 67Q: 3 clusters Score -3786698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3786698.500000 Penalty: 5149.941406
	Iteration 68Q: 3 clusters Score -3786698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3786705.000000 Penalty: 5149.941406
	Iteration 69Q: 3 clusters Score -3786705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3786706.750000 Penalty: 5149.941406
	Iteration 70Q: 3 clusters Score -3786707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3786705.500000 Penalty: 5149.941406
	Iteration 71Q: 3 clusters Score -3786706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3786709.250000 Penalty: 5149.941406
	Iteration 72Q: 3 clusters Score -3786709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3786712.500000 Penalty: 5149.941406
	Iteration 73Q: 3 clusters Score -3786712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3786706.250000 Penalty: 5149.941406
	Iteration 74Q: 3 clusters Score -3786706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3786707.500000 Penalty: 5149.941406
	Iteration 75Q: 3 clusters Score -3786708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3786709.000000 Penalty: 5149.941406
	Iteration 76Q: 3 clusters Score -3786709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3786707.500000 Penalty: 5149.941406
	Iteration 77Q: 3 clusters Score -3786708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3786707.750000 Penalty: 5149.941406
	Iteration 78Q: 3 clusters Score -3786708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3786712.500000 Penalty: 5149.941406
	Iteration 79Q: 3 clusters Score -3786712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3786710.500000 Penalty: 5149.941406
	Iteration 80F: 3 clusters Score -3786710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3786710.500000 Penalty: 5149.941406
	Iteration 81Q: 3 clusters Score -3786710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3786710.750000 Penalty: 5149.941406
	Iteration 82Q: 3 clusters Score -3786711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3786713.000000 Penalty: 5149.941406
	Iteration 83Q: 3 clusters Score -3786713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3786719.500000 Penalty: 5149.941406
	Iteration 84Q: 3 clusters Score -3786720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3786721.750000 Penalty: 5149.941406
	Iteration 85Q: 3 clusters Score -3786722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3786731.000000 Penalty: 5149.941406
	Iteration 86Q: 3 clusters Score -3786731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3786731.750000 Penalty: 5149.941406
	Iteration 87Q: 3 clusters Score -3786732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3786736.500000 Penalty: 5149.941406
	Iteration 88Q: 3 clusters Score -3786736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3786740.250000 Penalty: 5149.941406
	Iteration 89Q: 3 clusters Score -3786740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3786743.750000 Penalty: 5149.941406
	Iteration 90Q: 3 clusters Score -3786744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3786740.000000 Penalty: 5149.941406
	Iteration 91Q: 3 clusters Score -3786740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3786743.000000 Penalty: 5149.941406
	Iteration 92Q: 3 clusters Score -3786743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3786741.750000 Penalty: 5149.941406
	Iteration 93Q: 3 clusters Score -3786742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3786746.000000 Penalty: 5149.941406
	Iteration 94Q: 3 clusters Score -3786746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3786745.500000 Penalty: 5149.941406
	Iteration 95Q: 3 clusters Score -3786746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3786745.250000 Penalty: 5149.941406
	Iteration 96Q: 3 clusters Score -3786745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3786747.000000 Penalty: 5149.941406
	Iteration 97Q: 3 clusters Score -3786747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3786744.000000 Penalty: 5149.941406
	Iteration 98Q: 3 clusters Score -3786744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3786748.250000 Penalty: 5149.941406
	Iteration 99Q: 3 clusters Score -3786748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3786749.500000 Penalty: 5149.941406
	Iteration 100F: 3 clusters Score -3786750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3786754.250000 Penalty: 5149.941406
	Iteration 101Q: 3 clusters Score -3786754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3786751.000000 Penalty: 5149.941406
	Iteration 102Q: 3 clusters Score -3786751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3786753.750000 Penalty: 5149.941406
	Iteration 103Q: 3 clusters Score -3786754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3786756.250000 Penalty: 5149.941406
	Iteration 104Q: 3 clusters Score -3786756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3786762.000000 Penalty: 5149.941406
	Iteration 105Q: 3 clusters Score -3786762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3786757.750000 Penalty: 5149.941406
	Iteration 106Q: 3 clusters Score -3786758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3786765.750000 Penalty: 5149.941406
	Iteration 107Q: 3 clusters Score -3786766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3786761.500000 Penalty: 5149.941406
	Iteration 108Q: 3 clusters Score -3786762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3786763.500000 Penalty: 5149.941406
	Iteration 109Q: 3 clusters Score -3786764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3786765.000000 Penalty: 5149.941406
	Iteration 110Q: 3 clusters Score -3786765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3786763.750000 Penalty: 5149.941406
	Iteration 111Q: 3 clusters Score -3786764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3786765.250000 Penalty: 5149.941406
	Iteration 112Q: 3 clusters Score -3786765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3786770.750000 Penalty: 5149.941406
	Iteration 113Q: 3 clusters Score -3786771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3786770.000000 Penalty: 5149.941406
	Iteration 114Q: 3 clusters Score -3786770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3786776.000000 Penalty: 5149.941406
	Iteration 115Q: 3 clusters Score -3786776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3786774.500000 Penalty: 5149.941406
	Iteration 116Q: 3 clusters Score -3786774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3786774.500000 Penalty: 5149.941406
	Iteration 117F: 3 clusters Score -3786774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -22277.146484 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -22277.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21098.125000 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -21098.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21210.025391 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -21210.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21267.908203 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -21267.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21281.265625 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -21281.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21291.015625 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -21291.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21295.552734 Penalty: 2740.624756
	Iteration 5Q: 3 clusters Score -21295.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21295.552734 Penalty: 2740.624756
	Iteration 6F: 3 clusters Score -21295.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Entering Unmasked Estep 
Score: -16504750.000000 Penalty: 2943.479980
	Iteration 0F: 2 clusters Score -1.650475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -16409241.000000 Penalty: 5886.959961
	Iteration 0F: 3 clusters Score -1.640924e+07 nChanged 68176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -16449737.000000 Penalty: 5886.959961
	Iteration 1F: 3 clusters Score -1.644974e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -16451375.000000 Penalty: 5886.959961
	Iteration 2Q: 3 clusters Score -1.645138e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -16454015.000000 Penalty: 5886.959961
	Iteration 3Q: 3 clusters Score -1.645402e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -16458583.000000 Penalty: 5886.959961
	Iteration 4F: 3 clusters Score -1.645858e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -16465579.000000 Penalty: 5886.959961
	Iteration 5F: 3 clusters Score -1.646558e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -16474752.000000 Penalty: 5886.959961
	Iteration 6F: 3 clusters Score -1.647475e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -16483969.000000 Penalty: 5886.959961
	Iteration 7F: 3 clusters Score -1.648397e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 128017 members 
Entering Unmasked Estep 
Score: -16490795.000000 Penalty: 5886.959961
	Iteration 8F: 3 clusters Score -1.64908e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 133108 members 
Entering Unmasked Estep 
Score: -16495183.000000 Penalty: 5886.959961
	Iteration 9Q: 3 clusters Score -1.649518e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -16497929.000000 Penalty: 5886.959961
	Iteration 10Q: 3 clusters Score -1.649793e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -16499633.000000 Penalty: 5886.959961
	Iteration 11Q: 3 clusters Score -1.649963e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 140288 members 
Entering Unmasked Estep 
Score: -16500667.000000 Penalty: 5886.959961
	Iteration 12Q: 3 clusters Score -1.650067e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -16501297.000000 Penalty: 5886.959961
	Iteration 13Q: 3 clusters Score -1.65013e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 141574 members 
Entering Unmasked Estep 
Score: -16501602.000000 Penalty: 5886.959961
	Iteration 14Q: 3 clusters Score -1.65016e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 141844 members 
Entering Unmasked Estep 
Score: -16501769.000000 Penalty: 5886.959961
	Iteration 15Q: 3 clusters Score -1.650177e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -16501913.000000 Penalty: 5886.959961
	Iteration 16Q: 3 clusters Score -1.650191e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -16501943.000000 Penalty: 5886.959961
	Iteration 17Q: 3 clusters Score -1.650194e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 142175 members 
Entering Unmasked Estep 
Score: -16502020.000000 Penalty: 5886.959961
	Iteration 18Q: 3 clusters Score -1.650202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142216 members 
Entering Unmasked Estep 
Score: -16502075.000000 Penalty: 5886.959961
	Iteration 19Q: 3 clusters Score -1.650208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 142242 members 
Entering Unmasked Estep 
Score: -16502104.000000 Penalty: 5886.959961
	Iteration 20F: 3 clusters Score -1.65021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 142254 members 
Entering Unmasked Estep 
Score: -16502106.000000 Penalty: 5886.959961
	Iteration 21Q: 3 clusters Score -1.650211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -16502121.000000 Penalty: 5886.959961
	Iteration 22Q: 3 clusters Score -1.650212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -16502148.000000 Penalty: 5886.959961
	Iteration 23Q: 3 clusters Score -1.650215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 142284 members 
Entering Unmasked Estep 
Score: -16502150.000000 Penalty: 5886.959961
	Iteration 24Q: 3 clusters Score -1.650215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -16502152.000000 Penalty: 5886.959961
	Iteration 25Q: 3 clusters Score -1.650215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -16502146.000000 Penalty: 5886.959961
	Iteration 26Q: 3 clusters Score -1.650215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 142294 members 
Entering Unmasked Estep 
Score: -16502151.000000 Penalty: 5886.959961
	Iteration 27Q: 3 clusters Score -1.650215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 142298 members 
Entering Unmasked Estep 
Score: -16502155.000000 Penalty: 5886.959961
	Iteration 28Q: 3 clusters Score -1.650216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -16502170.000000 Penalty: 5886.959961
	Iteration 29Q: 3 clusters Score -1.650217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 142301 members 
Entering Unmasked Estep 
Score: -16502165.000000 Penalty: 5886.959961
	Iteration 30Q: 3 clusters Score -1.650216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 142305 members 
Entering Unmasked Estep 
Score: -16502175.000000 Penalty: 5886.959961
	Iteration 31Q: 3 clusters Score -1.650218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 142307 members 
Entering Unmasked Estep 
Score: -16502172.000000 Penalty: 5886.959961
	Iteration 32Q: 3 clusters Score -1.650217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -16502168.000000 Penalty: 5886.959961
	Iteration 33Q: 3 clusters Score -1.650217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -16502174.000000 Penalty: 5886.959961
	Iteration 34Q: 3 clusters Score -1.650217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -16502174.000000 Penalty: 5886.959961
	Iteration 35F: 3 clusters Score -1.650217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Entering Unmasked Estep 
Score: -19356140.000000 Penalty: 2984.252930
	Iteration 0F: 2 clusters Score -1.935614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -19245370.000000 Penalty: 5968.505859
	Iteration 0F: 3 clusters Score -1.924537e+07 nChanged 80523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -19292060.000000 Penalty: 5968.505859
	Iteration 1F: 3 clusters Score -1.929206e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -19292956.000000 Penalty: 5968.505859
	Iteration 2Q: 3 clusters Score -1.929296e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -19294326.000000 Penalty: 5968.505859
	Iteration 3Q: 3 clusters Score -1.929433e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -19296140.000000 Penalty: 5968.505859
	Iteration 4Q: 3 clusters Score -1.929614e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -19299138.000000 Penalty: 5968.505859
	Iteration 5Q: 3 clusters Score -1.929914e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -19303946.000000 Penalty: 5968.505859
	Iteration 6F: 3 clusters Score -1.930395e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113149 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -19310896.000000 Penalty: 5968.505859
	Iteration 7F: 3 clusters Score -1.93109e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124370 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -19320422.000000 Penalty: 5968.505859
	Iteration 8F: 3 clusters Score -1.932042e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -19330628.000000 Penalty: 5968.505859
	Iteration 9F: 3 clusters Score -1.933063e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -19339386.000000 Penalty: 5968.505859
	Iteration 10F: 3 clusters Score -1.933939e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -19345426.000000 Penalty: 5968.505859
	Iteration 11Q: 3 clusters Score -1.934543e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156722 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -19349368.000000 Penalty: 5968.505859
	Iteration 12Q: 3 clusters Score -1.934937e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -19351442.000000 Penalty: 5968.505859
	Iteration 13Q: 3 clusters Score -1.935144e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -19352354.000000 Penalty: 5968.505859
	Iteration 14Q: 3 clusters Score -1.935235e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162170 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -19352972.000000 Penalty: 5968.505859
	Iteration 15Q: 3 clusters Score -1.935297e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -19353374.000000 Penalty: 5968.505859
	Iteration 16Q: 3 clusters Score -1.935337e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -19353588.000000 Penalty: 5968.505859
	Iteration 17Q: 3 clusters Score -1.935359e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164195 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -19353794.000000 Penalty: 5968.505859
	Iteration 18Q: 3 clusters Score -1.935379e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164640 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -19353940.000000 Penalty: 5968.505859
	Iteration 19Q: 3 clusters Score -1.935394e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164994 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -19354026.000000 Penalty: 5968.505859
	Iteration 20F: 3 clusters Score -1.935403e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165259 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -19354112.000000 Penalty: 5968.505859
	Iteration 21Q: 3 clusters Score -1.935411e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19354192.000000 Penalty: 5968.505859
	Iteration 22Q: 3 clusters Score -1.935419e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19354250.000000 Penalty: 5968.505859
	Iteration 23Q: 3 clusters Score -1.935425e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -19354304.000000 Penalty: 5968.505859
	Iteration 24Q: 3 clusters Score -1.93543e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -19354354.000000 Penalty: 5968.505859
	Iteration 25Q: 3 clusters Score -1.935435e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19354424.000000 Penalty: 5968.505859
	Iteration 26Q: 3 clusters Score -1.935442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -19354470.000000 Penalty: 5968.505859
	Iteration 27Q: 3 clusters Score -1.935447e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19354506.000000 Penalty: 5968.505859
	Iteration 28Q: 3 clusters Score -1.935451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19354500.000000 Penalty: 5968.505859
	Iteration 29Q: 3 clusters Score -1.93545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19354490.000000 Penalty: 5968.505859
	Iteration 30Q: 3 clusters Score -1.935449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19354484.000000 Penalty: 5968.505859
	Iteration 31Q: 3 clusters Score -1.935448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19354494.000000 Penalty: 5968.505859
	Iteration 32Q: 3 clusters Score -1.935449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19354454.000000 Penalty: 5968.505859
	Iteration 33Q: 3 clusters Score -1.935445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166444 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -19354476.000000 Penalty: 5968.505859
	Iteration 34Q: 3 clusters Score -1.935448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -19354468.000000 Penalty: 5968.505859
	Iteration 35Q: 3 clusters Score -1.935447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166476 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -19354460.000000 Penalty: 5968.505859
	Iteration 36Q: 3 clusters Score -1.935446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166489 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19354478.000000 Penalty: 5968.505859
	Iteration 37Q: 3 clusters Score -1.935448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166505 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19354496.000000 Penalty: 5968.505859
	Iteration 38Q: 3 clusters Score -1.93545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166511 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19354502.000000 Penalty: 5968.505859
	Iteration 39Q: 3 clusters Score -1.93545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19354486.000000 Penalty: 5968.505859
	Iteration 40F: 3 clusters Score -1.935449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -19354500.000000 Penalty: 5968.505859
	Iteration 41Q: 3 clusters Score -1.93545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19354502.000000 Penalty: 5968.505859
	Iteration 42Q: 3 clusters Score -1.93545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19354498.000000 Penalty: 5968.505859
	Iteration 43Q: 3 clusters Score -1.93545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166552 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19354508.000000 Penalty: 5968.505859
	Iteration 44Q: 3 clusters Score -1.935451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166552 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19354514.000000 Penalty: 5968.505859
	Iteration 45Q: 3 clusters Score -1.935451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19354504.000000 Penalty: 5968.505859
	Iteration 46Q: 3 clusters Score -1.93545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19354498.000000 Penalty: 5968.505859
	Iteration 47Q: 3 clusters Score -1.93545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19354508.000000 Penalty: 5968.505859
	Iteration 48Q: 3 clusters Score -1.935451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19354504.000000 Penalty: 5968.505859
	Iteration 49Q: 3 clusters Score -1.93545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19354496.000000 Penalty: 5968.505859
	Iteration 50Q: 3 clusters Score -1.93545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166563 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19354502.000000 Penalty: 5968.505859
	Iteration 51Q: 3 clusters Score -1.93545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166568 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19354510.000000 Penalty: 5968.505859
	Iteration 52Q: 3 clusters Score -1.935451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19354496.000000 Penalty: 5968.505859
	Iteration 53Q: 3 clusters Score -1.93545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19354504.000000 Penalty: 5968.505859
	Iteration 54Q: 3 clusters Score -1.93545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19354510.000000 Penalty: 5968.505859
	Iteration 55Q: 3 clusters Score -1.935451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19354506.000000 Penalty: 5968.505859
	Iteration 56Q: 3 clusters Score -1.935451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19354500.000000 Penalty: 5968.505859
	Iteration 57Q: 3 clusters Score -1.93545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19354512.000000 Penalty: 5968.505859
	Iteration 58Q: 3 clusters Score -1.935451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -19354512.000000 Penalty: 5968.505859
	Iteration 59F: 3 clusters Score -1.935451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -56134.566406 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -56134.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54534.453125 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -54534.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54734.230469 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -54734.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54816.539062 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -54816.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54841.519531 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -54841.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54865.457031 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -54865.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54880.917969 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -54880.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54885.671875 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -54885.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54889.230469 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -54889.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54896.421875 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -54896.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54901.304688 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -54901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54905.996094 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -54906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54912.332031 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -54912.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54920.136719 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -54920.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54922.984375 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -54922.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54927.257812 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -54927.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54928.375000 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -54928.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54934.250000 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -54934.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54938.351562 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -54938.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54938.351562 Penalty: 3150.904053
	Iteration 18F: 3 clusters Score -54938.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -120380.906250 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -120380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118323.320312 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -118323.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -118619.257812 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -118619.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -118729.500000 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -118729.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118832.125000 Penalty: 3492.105957
	Iteration 3Q: 3 clusters Score -118832.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -118898.867188 Penalty: 3492.105957
	Iteration 4Q: 3 clusters Score -118898.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118969.664062 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -118969.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119084.953125 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -119085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -119258.796875 Penalty: 3492.105957
	Iteration 7F: 3 clusters Score -119258.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119481.664062 Penalty: 3492.105957
	Iteration 8F: 3 clusters Score -119481.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -119730.250000 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -119730.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -119897.851562 Penalty: 3492.105957
	Iteration 10F: 3 clusters Score -119897.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120000.226562 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -120000.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120100.289062 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -120100.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -120204.710938 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -120204.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120265.460938 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -120265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -120294.796875 Penalty: 3492.105957
	Iteration 15Q: 3 clusters Score -120294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120324.984375 Penalty: 3492.105957
	Iteration 16Q: 3 clusters Score -120325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120331.906250 Penalty: 3492.105957
	Iteration 17Q: 3 clusters Score -120331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120334.125000 Penalty: 3492.105957
	Iteration 18Q: 3 clusters Score -120334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120337.804688 Penalty: 3492.105957
	Iteration 19Q: 3 clusters Score -120337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120341.796875 Penalty: 3492.105957
	Iteration 20F: 3 clusters Score -120341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -64528.230469 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -64528.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62873.000000 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -62873 nChanged 115
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: -63062.648438 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -63062.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63125.902344 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -63125.9 nChanged 18
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: -63162.894531 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -63162.89 nChanged 10
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: -63183.171875 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -63183.17 nChanged 8
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: -63200.546875 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -63200.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63209.179688 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -63209.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63214.527344 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -63214.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63222.972656 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -63222.97 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: -63230.425781 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -63230.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63238.535156 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -63238.54 nChanged 4
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: -63246.089844 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -63246.09 nChanged 3
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: -63253.503906 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -63253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63256.613281 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -63256.61 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: -63259.335938 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -63259.34 nChanged 2
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: -63265.738281 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -63265.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63271.566406 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -63271.57 nChanged 6
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: -63279.546875 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -63279.55 nChanged 1
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: -63282.167969 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -63282.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63283.238281 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -63283.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63283.238281 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -63283.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -74639.812500 Penalty: 1634.053711
	Iteration 0F: 2 clusters Score -74639.81 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 352 members 
Entering Unmasked Estep 
Score: -72916.070312 Penalty: 3268.107422
	Iteration 0F: 3 clusters Score -72916.07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73123.078125 Penalty: 3268.107422
	Iteration 1F: 3 clusters Score -73123.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73192.328125 Penalty: 3268.107422
	Iteration 2F: 3 clusters Score -73192.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73227.351562 Penalty: 3268.107422
	Iteration 3Q: 3 clusters Score -73227.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73242.117188 Penalty: 3268.107422
	Iteration 4Q: 3 clusters Score -73242.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73259.148438 Penalty: 3268.107422
	Iteration 5Q: 3 clusters Score -73259.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73276.757812 Penalty: 3268.107422
	Iteration 6Q: 3 clusters Score -73276.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73289.390625 Penalty: 3268.107422
	Iteration 7Q: 3 clusters Score -73289.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73298.554688 Penalty: 3268.107422
	Iteration 8Q: 3 clusters Score -73298.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73310.382812 Penalty: 3268.107422
	Iteration 9Q: 3 clusters Score -73310.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73326.453125 Penalty: 3268.107422
	Iteration 10Q: 3 clusters Score -73326.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73351.875000 Penalty: 3268.107422
	Iteration 11Q: 3 clusters Score -73351.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73382.554688 Penalty: 3268.107422
	Iteration 12Q: 3 clusters Score -73382.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73412.375000 Penalty: 3268.107422
	Iteration 13Q: 3 clusters Score -73412.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73431.578125 Penalty: 3268.107422
	Iteration 14Q: 3 clusters Score -73431.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73442.343750 Penalty: 3268.107422
	Iteration 15Q: 3 clusters Score -73442.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73456.757812 Penalty: 3268.107422
	Iteration 16Q: 3 clusters Score -73456.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73483.445312 Penalty: 3268.107422
	Iteration 17Q: 3 clusters Score -73483.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73501.562500 Penalty: 3268.107422
	Iteration 18Q: 3 clusters Score -73501.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73519.031250 Penalty: 3268.107422
	Iteration 19Q: 3 clusters Score -73519.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73554.093750 Penalty: 3268.107422
	Iteration 20F: 3 clusters Score -73554.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73599.585938 Penalty: 3268.107422
	Iteration 21Q: 3 clusters Score -73599.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73682.375000 Penalty: 3268.107422
	Iteration 22Q: 3 clusters Score -73682.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73775.000000 Penalty: 3268.107422
	Iteration 23Q: 3 clusters Score -73775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73855.523438 Penalty: 3268.107422
	Iteration 24Q: 3 clusters Score -73855.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73905.648438 Penalty: 3268.107422
	Iteration 25Q: 3 clusters Score -73905.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73947.968750 Penalty: 3268.107422
	Iteration 26Q: 3 clusters Score -73947.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73989.500000 Penalty: 3268.107422
	Iteration 27Q: 3 clusters Score -73989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73996.101562 Penalty: 3268.107422
	Iteration 28Q: 3 clusters Score -73996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74000.375000 Penalty: 3268.107422
	Iteration 29Q: 3 clusters Score -74000.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74003.367188 Penalty: 3268.107422
	Iteration 30Q: 3 clusters Score -74003.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74003.367188 Penalty: 3268.107422
	Iteration 31F: 3 clusters Score -74003.37 nChanged 0
--- Evaluating fit on full set of 3051333 points ---
Entering Unmasked Estep 
Score: -344930048.000000 Penalty: 99978.578125
23->28 Clusters: Score -344930048.000000, best is -344971232.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1017111 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 44315 members 
Mstep: Class 3 contains 44081 members 
Mstep: Class 4 contains 44016 members 
Mstep: Class 5 contains 44265 members 
Mstep: Class 6 contains 44550 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 44296 members 
Mstep: Class 9 contains 44286 members 
Mstep: Class 10 contains 44516 members 
Mstep: Class 11 contains 44485 members 
Mstep: Class 12 contains 44276 members 
Mstep: Class 13 contains 43925 members 
Mstep: Class 14 contains 43969 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 44040 members 
Mstep: Class 17 contains 43883 members 
Mstep: Class 18 contains 44018 members 
Mstep: Class 19 contains 44585 members 
Mstep: Class 20 contains 44139 members 
Mstep: Class 21 contains 44110 members 
Mstep: Class 22 contains 44275 members 
Mstep: Class 23 contains 44265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 217.260010 but Gain 3430.453125
Score: -108775272.000000 Penalty: 75469.992188
Iteration 0F: 23 clusters Score -1.087753e+08 nChanged 968929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3385 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 89739 members 
Mstep: Class 4 contains 2879 members 
Mstep: Class 5 contains 38672 members 
Mstep: Class 6 contains 25134 members 
Mstep: Class 7 contains 74954 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 99733 members 
Mstep: Class 10 contains 18896 members 
Mstep: Class 11 contains 17710 members 
Mstep: Class 12 contains 20560 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 16 contains 76721 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 12053 members 
Mstep: Class 19 contains 32031 members 
Mstep: Class 20 contains 370202 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 66310 members 
Mstep: Class 23 contains 14730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1553.482178 but Gain 3430.453125
Score: -112737496.000000 Penalty: 72039.539062
Iteration 1F: 22 clusters Score -1.127375e+08 nChanged 315365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3190 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 3 contains 83776 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 28439 members 
Mstep: Class 6 contains 22296 members 
Mstep: Class 7 contains 69377 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 92551 members 
Mstep: Class 10 contains 21437 members 
Mstep: Class 11 contains 10215 members 
Mstep: Class 12 contains 18029 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 15 contains 4260 members 
Mstep: Class 16 contains 66461 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 446582 members 
Mstep: Class 21 contains 2105 members 
Mstep: Class 22 contains 75771 members 
Mstep: Class 23 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2313.983643 but Gain 3430.453125
Score: -113185944.000000 Penalty: 68609.085938
Iteration 2F: 21 clusters Score -1.131859e+08 nChanged 217076
Entering Unmasked Mstep 
Mstep: Class 0 contains 2385 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 3 contains 82964 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 22004 members 
Mstep: Class 6 contains 23701 members 
Mstep: Class 7 contains 61877 members 
Mstep: Class 9 contains 90573 members 
Mstep: Class 10 contains 26216 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 20476 members 
Mstep: Class 13 contains 3045 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 56615 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 24914 members 
Mstep: Class 20 contains 452546 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 86883 members 
Mstep: Class 23 contains 7375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2629.469727 but Gain 3430.457031
Score: -113516024.000000 Penalty: 65178.628906
Iteration 3F: 20 clusters Score -1.13516e+08 nChanged 173273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1841 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 3 contains 88995 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 18310 members 
Mstep: Class 6 contains 26876 members 
Mstep: Class 7 contains 52195 members 
Mstep: Class 9 contains 94276 members 
Mstep: Class 10 contains 28539 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 12 contains 20461 members 
Mstep: Class 13 contains 3443 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 47833 members 
Mstep: Class 18 contains 13719 members 
Mstep: Class 19 contains 31722 members 
Mstep: Class 20 contains 430868 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 96464 members 
Mstep: Class 23 contains 6233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2833.679443 but Gain 3430.453125
Score: -113766680.000000 Penalty: 61748.175781
Iteration 4F: 19 clusters Score -1.137667e+08 nChanged 145418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1344 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 3 contains 104559 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 18523 members 
Mstep: Class 6 contains 30005 members 
Mstep: Class 7 contains 41966 members 
Mstep: Class 9 contains 99945 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 12 contains 17990 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 39449 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 38440 members 
Mstep: Class 20 contains 400022 members 
Mstep: Class 21 contains 5676 members 
Mstep: Class 22 contains 104035 members 
Mstep: Class 23 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113934288.000000 Penalty: 61748.175781
Iteration 5F: 19 clusters Score -1.139343e+08 nChanged 121706
Entering Unmasked Mstep 
Mstep: Class 0 contains 1286 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 3 contains 126299 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 22455 members 
Mstep: Class 6 contains 31102 members 
Mstep: Class 7 contains 31920 members 
Mstep: Class 9 contains 102553 members 
Mstep: Class 10 contains 30286 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 32097 members 
Mstep: Class 18 contains 26063 members 
Mstep: Class 19 contains 42483 members 
Mstep: Class 20 contains 368648 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 111134 members 
Mstep: Class 23 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114055736.000000 Penalty: 61748.175781
Iteration 6F: 19 clusters Score -1.140557e+08 nChanged 103514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1251 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 3 contains 151767 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 27380 members 
Mstep: Class 6 contains 30005 members 
Mstep: Class 7 contains 23169 members 
Mstep: Class 9 contains 102033 members 
Mstep: Class 10 contains 29465 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 25930 members 
Mstep: Class 18 contains 32142 members 
Mstep: Class 19 contains 44234 members 
Mstep: Class 20 contains 340586 members 
Mstep: Class 21 contains 8050 members 
Mstep: Class 22 contains 118955 members 
Mstep: Class 23 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114151072.000000 Penalty: 61748.175781
Iteration 7F: 19 clusters Score -1.141511e+08 nChanged 88100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1220 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 3 contains 178828 members 
Mstep: Class 4 contains 2871 members 
Mstep: Class 5 contains 32178 members 
Mstep: Class 6 contains 27726 members 
Mstep: Class 7 contains 16364 members 
Mstep: Class 9 contains 97567 members 
Mstep: Class 10 contains 27877 members 
Mstep: Class 12 contains 9315 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 18 contains 37563 members 
Mstep: Class 19 contains 44702 members 
Mstep: Class 20 contains 315918 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 127542 members 
Mstep: Class 23 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3296.268311 but Gain 3430.453125
Score: -114221096.000000 Penalty: 58317.722656
Iteration 8F: 18 clusters Score -1.142211e+08 nChanged 81600
Entering Unmasked Mstep 
Mstep: Class 0 contains 1191 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 3 contains 207782 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 36638 members 
Mstep: Class 6 contains 25299 members 
Mstep: Class 7 contains 11248 members 
Mstep: Class 9 contains 90098 members 
Mstep: Class 10 contains 26099 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 18003 members 
Mstep: Class 18 contains 42550 members 
Mstep: Class 19 contains 44378 members 
Mstep: Class 20 contains 293252 members 
Mstep: Class 21 contains 7525 members 
Mstep: Class 22 contains 136408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114276352.000000 Penalty: 58317.722656
Iteration 9F: 18 clusters Score -1.142764e+08 nChanged 72222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1176 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 3 contains 236017 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 40715 members 
Mstep: Class 6 contains 22997 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 9 contains 80715 members 
Mstep: Class 10 contains 24386 members 
Mstep: Class 12 contains 6142 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 15867 members 
Mstep: Class 18 contains 46977 members 
Mstep: Class 19 contains 44350 members 
Mstep: Class 20 contains 268801 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 145264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114318872.000000 Penalty: 58317.722656
Iteration 10F: 18 clusters Score -1.143189e+08 nChanged 63972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1059 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 3 contains 261392 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 44132 members 
Mstep: Class 6 contains 20840 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 9 contains 70392 members 
Mstep: Class 10 contains 22935 members 
Mstep: Class 12 contains 4891 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 14771 members 
Mstep: Class 18 contains 50741 members 
Mstep: Class 19 contains 44918 members 
Mstep: Class 20 contains 246068 members 
Mstep: Class 21 contains 6132 members 
Mstep: Class 22 contains 154133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114383480.000000 Penalty: 58317.722656
Iteration 11F: 18 clusters Score -1.143835e+08 nChanged 57296
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 3 contains 282692 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 47026 members 
Mstep: Class 6 contains 18883 members 
Mstep: Class 7 contains 4122 members 
Mstep: Class 9 contains 60191 members 
Mstep: Class 10 contains 21763 members 
Mstep: Class 12 contains 3814 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 18 contains 53978 members 
Mstep: Class 19 contains 46075 members 
Mstep: Class 20 contains 224860 members 
Mstep: Class 21 contains 5509 members 
Mstep: Class 22 contains 163509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114425232.000000 Penalty: 58317.722656
Iteration 12F: 18 clusters Score -1.144252e+08 nChanged 51000
Entering Unmasked Mstep 
Mstep: Class 0 contains 604 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 3 contains 299675 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 49662 members 
Mstep: Class 6 contains 17182 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 9 contains 50761 members 
Mstep: Class 10 contains 20896 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 5762 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 14637 members 
Mstep: Class 18 contains 56680 members 
Mstep: Class 19 contains 47268 members 
Mstep: Class 20 contains 205479 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 173381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114451424.000000 Penalty: 58317.722656
Iteration 13F: 18 clusters Score -1.144514e+08 nChanged 45239
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 3 contains 312328 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 52068 members 
Mstep: Class 6 contains 15764 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 20245 members 
Mstep: Class 12 contains 2576 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 15158 members 
Mstep: Class 18 contains 58876 members 
Mstep: Class 19 contains 48079 members 
Mstep: Class 20 contains 188981 members 
Mstep: Class 21 contains 4314 members 
Mstep: Class 22 contains 183105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114471800.000000 Penalty: 58317.722656
Iteration 14Q: 18 clusters Score -1.144718e+08 nChanged 39767
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 3 contains 320607 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 54419 members 
Mstep: Class 6 contains 14650 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 9 contains 35831 members 
Mstep: Class 10 contains 19801 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 5789 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 15893 members 
Mstep: Class 18 contains 60744 members 
Mstep: Class 19 contains 48670 members 
Mstep: Class 20 contains 175377 members 
Mstep: Class 21 contains 3580 members 
Mstep: Class 22 contains 192028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114484832.000000 Penalty: 58317.722656
Iteration 15Q: 18 clusters Score -1.144848e+08 nChanged 34525
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 3 contains 325859 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 56660 members 
Mstep: Class 6 contains 13795 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 9 contains 30716 members 
Mstep: Class 10 contains 19539 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 16813 members 
Mstep: Class 18 contains 62222 members 
Mstep: Class 19 contains 48936 members 
Mstep: Class 20 contains 164616 members 
Mstep: Class 21 contains 2992 members 
Mstep: Class 22 contains 199310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114495680.000000 Penalty: 58317.722656
Iteration 16Q: 18 clusters Score -1.144957e+08 nChanged 29394
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 3 contains 329194 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 58771 members 
Mstep: Class 6 contains 13068 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 9 contains 27010 members 
Mstep: Class 10 contains 19345 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 17754 members 
Mstep: Class 18 contains 63329 members 
Mstep: Class 19 contains 48983 members 
Mstep: Class 20 contains 156595 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 204458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114507328.000000 Penalty: 58317.722656
Iteration 17Q: 18 clusters Score -1.145073e+08 nChanged 24432
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 3 contains 331614 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 60648 members 
Mstep: Class 6 contains 12454 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 9 contains 24448 members 
Mstep: Class 10 contains 19197 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 18734 members 
Mstep: Class 18 contains 64011 members 
Mstep: Class 19 contains 48784 members 
Mstep: Class 20 contains 150839 members 
Mstep: Class 21 contains 2139 members 
Mstep: Class 22 contains 207538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114514520.000000 Penalty: 58317.722656
Iteration 18Q: 18 clusters Score -1.145145e+08 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 3 contains 333068 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 62351 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 9 contains 22939 members 
Mstep: Class 10 contains 19066 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 5546 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 19724 members 
Mstep: Class 18 contains 64455 members 
Mstep: Class 19 contains 48336 members 
Mstep: Class 20 contains 146784 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 208959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114518448.000000 Penalty: 58317.722656
Iteration 19Q: 18 clusters Score -1.145184e+08 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 3 contains 333697 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 63942 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 9 contains 22030 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 16 contains 20718 members 
Mstep: Class 18 contains 64717 members 
Mstep: Class 19 contains 47771 members 
Mstep: Class 20 contains 143850 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 209400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114535640.000000 Penalty: 58317.722656
Iteration 20F: 18 clusters Score -1.145356e+08 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 3 contains 333696 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 65367 members 
Mstep: Class 6 contains 11162 members 
Mstep: Class 7 contains 2009 members 
Mstep: Class 9 contains 21600 members 
Mstep: Class 10 contains 18813 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 15 contains 1755 members 
Mstep: Class 16 contains 21754 members 
Mstep: Class 18 contains 64839 members 
Mstep: Class 19 contains 47036 members 
Mstep: Class 20 contains 141439 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 209451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114561520.000000 Penalty: 58317.722656
Iteration 21Q: 18 clusters Score -1.145615e+08 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 3 contains 333153 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 66588 members 
Mstep: Class 6 contains 10796 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 9 contains 21340 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 15 contains 1752 members 
Mstep: Class 16 contains 22844 members 
Mstep: Class 18 contains 64866 members 
Mstep: Class 19 contains 46256 members 
Mstep: Class 20 contains 139486 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 209254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114565816.000000 Penalty: 58317.722656
Iteration 22Q: 18 clusters Score -1.145658e+08 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 3 contains 332058 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 67622 members 
Mstep: Class 6 contains 10519 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 9 contains 21192 members 
Mstep: Class 10 contains 18618 members 
Mstep: Class 12 contains 1915 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 23908 members 
Mstep: Class 18 contains 64833 members 
Mstep: Class 19 contains 45422 members 
Mstep: Class 20 contains 137903 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 208967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570720.000000 Penalty: 58317.722656
Iteration 23Q: 18 clusters Score -1.145707e+08 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 3 contains 330771 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 68458 members 
Mstep: Class 6 contains 10269 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 9 contains 21096 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 25026 members 
Mstep: Class 18 contains 64786 members 
Mstep: Class 19 contains 44535 members 
Mstep: Class 20 contains 136583 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 208665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114574480.000000 Penalty: 58317.722656
Iteration 24Q: 18 clusters Score -1.145745e+08 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 3 contains 329620 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 69124 members 
Mstep: Class 6 contains 10069 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 9 contains 21055 members 
Mstep: Class 10 contains 18446 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 26259 members 
Mstep: Class 18 contains 64717 members 
Mstep: Class 19 contains 43563 members 
Mstep: Class 20 contains 135439 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 208266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114578768.000000 Penalty: 58317.722656
Iteration 25Q: 18 clusters Score -1.145788e+08 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 3 contains 328312 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 69698 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 9 contains 21044 members 
Mstep: Class 10 contains 18394 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 4901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 27628 members 
Mstep: Class 18 contains 64624 members 
Mstep: Class 19 contains 42681 members 
Mstep: Class 20 contains 134519 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 207855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583440.000000 Penalty: 58317.722656
Iteration 26Q: 18 clusters Score -1.145834e+08 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 3 contains 326984 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 70229 members 
Mstep: Class 6 contains 9754 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 9 contains 21127 members 
Mstep: Class 10 contains 18331 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 4831 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 18 contains 64555 members 
Mstep: Class 19 contains 41831 members 
Mstep: Class 20 contains 133728 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 207560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587336.000000 Penalty: 58317.722656
Iteration 27Q: 18 clusters Score -1.145873e+08 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 3 contains 325788 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 70603 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 9 contains 21192 members 
Mstep: Class 10 contains 18260 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 4762 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 30574 members 
Mstep: Class 18 contains 64456 members 
Mstep: Class 19 contains 41001 members 
Mstep: Class 20 contains 133066 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 207291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114590552.000000 Penalty: 58317.722656
Iteration 28Q: 18 clusters Score -1.145906e+08 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 3 contains 324640 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 70855 members 
Mstep: Class 6 contains 9454 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 9 contains 21279 members 
Mstep: Class 10 contains 18198 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 15 contains 1748 members 
Mstep: Class 16 contains 32253 members 
Mstep: Class 18 contains 64369 members 
Mstep: Class 19 contains 40218 members 
Mstep: Class 20 contains 132527 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 207043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114593664.000000 Penalty: 58317.722656
Iteration 29Q: 18 clusters Score -1.145937e+08 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 3 contains 323852 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71076 members 
Mstep: Class 6 contains 9274 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 9 contains 21348 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 33789 members 
Mstep: Class 18 contains 64316 members 
Mstep: Class 19 contains 39485 members 
Mstep: Class 20 contains 132064 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 206778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114596528.000000 Penalty: 58317.722656
Iteration 30Q: 18 clusters Score -1.145965e+08 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 3 contains 323335 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71280 members 
Mstep: Class 6 contains 9107 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 9 contains 21436 members 
Mstep: Class 10 contains 18077 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 35089 members 
Mstep: Class 18 contains 64254 members 
Mstep: Class 19 contains 38804 members 
Mstep: Class 20 contains 131631 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 206524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114598704.000000 Penalty: 58317.722656
Iteration 31Q: 18 clusters Score -1.145987e+08 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 3 contains 323110 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71389 members 
Mstep: Class 6 contains 8950 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 9 contains 21479 members 
Mstep: Class 10 contains 17999 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 36195 members 
Mstep: Class 18 contains 64195 members 
Mstep: Class 19 contains 38212 members 
Mstep: Class 20 contains 131286 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 206282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114600064.000000 Penalty: 58317.722656
Iteration 32Q: 18 clusters Score -1.146001e+08 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 3 contains 323063 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71480 members 
Mstep: Class 6 contains 8815 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 17947 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 37065 members 
Mstep: Class 18 contains 64130 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 130950 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 206104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114600624.000000 Penalty: 58317.722656
Iteration 33Q: 18 clusters Score -1.146006e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 3 contains 323219 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71554 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 17909 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4425 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 37693 members 
Mstep: Class 18 contains 64075 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 130661 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 205978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114601288.000000 Penalty: 58317.722656
Iteration 34Q: 18 clusters Score -1.146013e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 3 contains 323264 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71605 members 
Mstep: Class 6 contains 8544 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 17882 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 38190 members 
Mstep: Class 18 contains 64021 members 
Mstep: Class 19 contains 36728 members 
Mstep: Class 20 contains 130405 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 205929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114601752.000000 Penalty: 58317.722656
Iteration 35Q: 18 clusters Score -1.146018e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 3 contains 323291 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71620 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 9 contains 21596 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 38582 members 
Mstep: Class 18 contains 63970 members 
Mstep: Class 19 contains 36387 members 
Mstep: Class 20 contains 130169 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 205906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114602064.000000 Penalty: 58317.722656
Iteration 36Q: 18 clusters Score -1.146021e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 3 contains 323309 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71611 members 
Mstep: Class 6 contains 8380 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 9 contains 21648 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 38898 members 
Mstep: Class 18 contains 63937 members 
Mstep: Class 19 contains 36069 members 
Mstep: Class 20 contains 129991 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 205892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114602360.000000 Penalty: 58317.722656
Iteration 37Q: 18 clusters Score -1.146024e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 3 contains 323275 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71611 members 
Mstep: Class 6 contains 8335 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 9 contains 21673 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 39176 members 
Mstep: Class 18 contains 63923 members 
Mstep: Class 19 contains 35813 members 
Mstep: Class 20 contains 129842 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 205876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114602520.000000 Penalty: 58317.722656
Iteration 38Q: 18 clusters Score -1.146025e+08 nChanged 1372
Entering ConstructFrom: 
Score: -114602520.000000 Penalty: 58317.722656
Entering ConstructFrom: 
Trying to split cluster 1 (84607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Entering Unmasked Estep 
Score: -9836899.000000 Penalty: 2813.751709
	Iteration 0F: 2 clusters Score -9836899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -9780119.000000 Penalty: 5627.503418
	Iteration 0F: 3 clusters Score -9780119 nChanged 39875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9802634.000000 Penalty: 5627.503418
	Iteration 1F: 3 clusters Score -9802634 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -9803255.000000 Penalty: 5627.503418
	Iteration 2Q: 3 clusters Score -9803255 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -9803783.000000 Penalty: 5627.503418
	Iteration 3Q: 3 clusters Score -9803783 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -9804409.000000 Penalty: 5627.503418
	Iteration 4Q: 3 clusters Score -9804409 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -9805128.000000 Penalty: 5627.503418
	Iteration 5Q: 3 clusters Score -9805128 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -9806118.000000 Penalty: 5627.503418
	Iteration 6Q: 3 clusters Score -9806118 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -9807667.000000 Penalty: 5627.503418
	Iteration 7Q: 3 clusters Score -9807667 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -9810147.000000 Penalty: 5627.503418
	Iteration 8F: 3 clusters Score -9810147 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -9813863.000000 Penalty: 5627.503418
	Iteration 9F: 3 clusters Score -9813863 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -9818655.000000 Penalty: 5627.503418
	Iteration 10F: 3 clusters Score -9818655 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -9823659.000000 Penalty: 5627.503418
	Iteration 11F: 3 clusters Score -9823659 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -9827594.000000 Penalty: 5627.503418
	Iteration 12F: 3 clusters Score -9827594 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -9830064.000000 Penalty: 5627.503418
	Iteration 13Q: 3 clusters Score -9830064 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -9831626.000000 Penalty: 5627.503418
	Iteration 14Q: 3 clusters Score -9831626 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -9832750.000000 Penalty: 5627.503418
	Iteration 15Q: 3 clusters Score -9832750 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -9833571.000000 Penalty: 5627.503418
	Iteration 16Q: 3 clusters Score -9833571 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -9834197.000000 Penalty: 5627.503418
	Iteration 17Q: 3 clusters Score -9834197 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -9834629.000000 Penalty: 5627.503418
	Iteration 18Q: 3 clusters Score -9834629 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -9834866.000000 Penalty: 5627.503418
	Iteration 19Q: 3 clusters Score -9834866 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -9835043.000000 Penalty: 5627.503418
	Iteration 20F: 3 clusters Score -9835043 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -9835120.000000 Penalty: 5627.503418
	Iteration 21Q: 3 clusters Score -9835120 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -9835218.000000 Penalty: 5627.503418
	Iteration 22Q: 3 clusters Score -9835218 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9835279.000000 Penalty: 5627.503418
	Iteration 23Q: 3 clusters Score -9835279 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -9835367.000000 Penalty: 5627.503418
	Iteration 24Q: 3 clusters Score -9835367 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -9835401.000000 Penalty: 5627.503418
	Iteration 25Q: 3 clusters Score -9835401 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -9835453.000000 Penalty: 5627.503418
	Iteration 26Q: 3 clusters Score -9835453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -9835449.000000 Penalty: 5627.503418
	Iteration 27Q: 3 clusters Score -9835449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -9835450.000000 Penalty: 5627.503418
	Iteration 28Q: 3 clusters Score -9835450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -9835472.000000 Penalty: 5627.503418
	Iteration 29Q: 3 clusters Score -9835472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -9835517.000000 Penalty: 5627.503418
	Iteration 30Q: 3 clusters Score -9835517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -9835503.000000 Penalty: 5627.503418
	Iteration 31Q: 3 clusters Score -9835503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -9835486.000000 Penalty: 5627.503418
	Iteration 32Q: 3 clusters Score -9835486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -9835473.000000 Penalty: 5627.503418
	Iteration 33Q: 3 clusters Score -9835473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -9835483.000000 Penalty: 5627.503418
	Iteration 34Q: 3 clusters Score -9835483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -9835525.000000 Penalty: 5627.503418
	Iteration 35Q: 3 clusters Score -9835525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -9835552.000000 Penalty: 5627.503418
	Iteration 36Q: 3 clusters Score -9835552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -9835546.000000 Penalty: 5627.503418
	Iteration 37Q: 3 clusters Score -9835546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -9835567.000000 Penalty: 5627.503418
	Iteration 38Q: 3 clusters Score -9835567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -9835557.000000 Penalty: 5627.503418
	Iteration 39Q: 3 clusters Score -9835557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -9835541.000000 Penalty: 5627.503418
	Iteration 40F: 3 clusters Score -9835541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -9835538.000000 Penalty: 5627.503418
	Iteration 41Q: 3 clusters Score -9835538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -9835553.000000 Penalty: 5627.503418
	Iteration 42Q: 3 clusters Score -9835553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -9835561.000000 Penalty: 5627.503418
	Iteration 43Q: 3 clusters Score -9835561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -9835557.000000 Penalty: 5627.503418
	Iteration 44Q: 3 clusters Score -9835557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -9835563.000000 Penalty: 5627.503418
	Iteration 45Q: 3 clusters Score -9835563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -9835578.000000 Penalty: 5627.503418
	Iteration 46Q: 3 clusters Score -9835578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -9835593.000000 Penalty: 5627.503418
	Iteration 47Q: 3 clusters Score -9835593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -9835578.000000 Penalty: 5627.503418
	Iteration 48Q: 3 clusters Score -9835578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -9835573.000000 Penalty: 5627.503418
	Iteration 49Q: 3 clusters Score -9835573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -9835570.000000 Penalty: 5627.503418
	Iteration 50Q: 3 clusters Score -9835570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -9835571.000000 Penalty: 5627.503418
	Iteration 51Q: 3 clusters Score -9835571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -9835571.000000 Penalty: 5627.503418
	Iteration 52Q: 3 clusters Score -9835571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -9835568.000000 Penalty: 5627.503418
	Iteration 53Q: 3 clusters Score -9835568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -9835576.000000 Penalty: 5627.503418
	Iteration 54Q: 3 clusters Score -9835576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -9835571.000000 Penalty: 5627.503418
	Iteration 55Q: 3 clusters Score -9835571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -9835585.000000 Penalty: 5627.503418
	Iteration 56Q: 3 clusters Score -9835585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -9835582.000000 Penalty: 5627.503418
	Iteration 57Q: 3 clusters Score -9835582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -9835580.000000 Penalty: 5627.503418
	Iteration 58Q: 3 clusters Score -9835580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -9835589.000000 Penalty: 5627.503418
	Iteration 59Q: 3 clusters Score -9835589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -9835592.000000 Penalty: 5627.503418
	Iteration 60F: 3 clusters Score -9835592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -9835595.000000 Penalty: 5627.503418
	Iteration 61Q: 3 clusters Score -9835595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -9835606.000000 Penalty: 5627.503418
	Iteration 62Q: 3 clusters Score -9835606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -9835611.000000 Penalty: 5627.503418
	Iteration 63Q: 3 clusters Score -9835611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -9835612.000000 Penalty: 5627.503418
	Iteration 64Q: 3 clusters Score -9835612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -9835597.000000 Penalty: 5627.503418
	Iteration 65Q: 3 clusters Score -9835597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -9835589.000000 Penalty: 5627.503418
	Iteration 66Q: 3 clusters Score -9835589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -9835598.000000 Penalty: 5627.503418
	Iteration 67Q: 3 clusters Score -9835598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -9835600.000000 Penalty: 5627.503418
	Iteration 68Q: 3 clusters Score -9835600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -9835598.000000 Penalty: 5627.503418
	Iteration 69Q: 3 clusters Score -9835598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -9835591.000000 Penalty: 5627.503418
	Iteration 70Q: 3 clusters Score -9835591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -9835588.000000 Penalty: 5627.503418
	Iteration 71Q: 3 clusters Score -9835588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -9835589.000000 Penalty: 5627.503418
	Iteration 72Q: 3 clusters Score -9835589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -9835593.000000 Penalty: 5627.503418
	Iteration 73Q: 3 clusters Score -9835593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -9835598.000000 Penalty: 5627.503418
	Iteration 74Q: 3 clusters Score -9835598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -9835598.000000 Penalty: 5627.503418
	Iteration 75F: 3 clusters Score -9835598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (323225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323225 members 
Entering Unmasked Estep 
Score: -36962156.000000 Penalty: 3146.153809
	Iteration 0F: 2 clusters Score -3.696216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161520 members 
Mstep: Class 2 contains 161705 members 
Entering Unmasked Estep 
Score: -36768216.000000 Penalty: 6292.307617
	Iteration 0F: 3 clusters Score -3.676822e+07 nChanged 156431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159615 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -36860816.000000 Penalty: 6292.307617
	Iteration 1F: 3 clusters Score -3.686082e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 164795 members 
Entering Unmasked Estep 
Score: -36862196.000000 Penalty: 6292.307617
	Iteration 2Q: 3 clusters Score -3.68622e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -36864380.000000 Penalty: 6292.307617
	Iteration 3Q: 3 clusters Score -3.686438e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -36867036.000000 Penalty: 6292.307617
	Iteration 4Q: 3 clusters Score -3.686704e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 172504 members 
Entering Unmasked Estep 
Score: -36870588.000000 Penalty: 6292.307617
	Iteration 5Q: 3 clusters Score -3.687059e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 177336 members 
Entering Unmasked Estep 
Score: -36875548.000000 Penalty: 6292.307617
	Iteration 6Q: 3 clusters Score -3.687555e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140004 members 
Mstep: Class 2 contains 183221 members 
Entering Unmasked Estep 
Score: -36882084.000000 Penalty: 6292.307617
	Iteration 7Q: 3 clusters Score -3.688208e+07 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 190090 members 
Entering Unmasked Estep 
Score: -36891352.000000 Penalty: 6292.307617
	Iteration 8F: 3 clusters Score -3.689135e+07 nChanged 19024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 196708 members 
Entering Unmasked Estep 
Score: -36903484.000000 Penalty: 6292.307617
	Iteration 9F: 3 clusters Score -3.690348e+07 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121728 members 
Mstep: Class 2 contains 201497 members 
Entering Unmasked Estep 
Score: -36915988.000000 Penalty: 6292.307617
	Iteration 10F: 3 clusters Score -3.691599e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 204037 members 
Entering Unmasked Estep 
Score: -36923512.000000 Penalty: 6292.307617
	Iteration 11F: 3 clusters Score -3.692351e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 205507 members 
Entering Unmasked Estep 
Score: -36926060.000000 Penalty: 6292.307617
	Iteration 12Q: 3 clusters Score -3.692606e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 206860 members 
Entering Unmasked Estep 
Score: -36926684.000000 Penalty: 6292.307617
	Iteration 13Q: 3 clusters Score -3.692668e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 208155 members 
Entering Unmasked Estep 
Score: -36926932.000000 Penalty: 6292.307617
	Iteration 14Q: 3 clusters Score -3.692693e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 209390 members 
Entering Unmasked Estep 
Score: -36927244.000000 Penalty: 6292.307617
	Iteration 15Q: 3 clusters Score -3.692724e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112540 members 
Mstep: Class 2 contains 210685 members 
Entering Unmasked Estep 
Score: -36927292.000000 Penalty: 6292.307617
	Iteration 16Q: 3 clusters Score -3.692729e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 211912 members 
Entering Unmasked Estep 
Score: -36927328.000000 Penalty: 6292.307617
	Iteration 17Q: 3 clusters Score -3.692733e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 213062 members 
Entering Unmasked Estep 
Score: -36927396.000000 Penalty: 6292.307617
	Iteration 18Q: 3 clusters Score -3.69274e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 213993 members 
Entering Unmasked Estep 
Score: -36927624.000000 Penalty: 6292.307617
	Iteration 19Q: 3 clusters Score -3.692762e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 214766 members 
Entering Unmasked Estep 
Score: -36927928.000000 Penalty: 6292.307617
	Iteration 20F: 3 clusters Score -3.692793e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 215459 members 
Entering Unmasked Estep 
Score: -36928148.000000 Penalty: 6292.307617
	Iteration 21Q: 3 clusters Score -3.692815e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 216174 members 
Entering Unmasked Estep 
Score: -36928132.000000 Penalty: 6292.307617
	Iteration 22Q: 3 clusters Score -3.692813e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 216706 members 
Entering Unmasked Estep 
Score: -36928268.000000 Penalty: 6292.307617
	Iteration 23Q: 3 clusters Score -3.692827e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -36928460.000000 Penalty: 6292.307617
	Iteration 24Q: 3 clusters Score -3.692846e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 217728 members 
Entering Unmasked Estep 
Score: -36928564.000000 Penalty: 6292.307617
	Iteration 25Q: 3 clusters Score -3.692856e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 218140 members 
Entering Unmasked Estep 
Score: -36928868.000000 Penalty: 6292.307617
	Iteration 26Q: 3 clusters Score -3.692887e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 218466 members 
Entering Unmasked Estep 
Score: -36928836.000000 Penalty: 6292.307617
	Iteration 27Q: 3 clusters Score -3.692884e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 218699 members 
Entering Unmasked Estep 
Score: -36928932.000000 Penalty: 6292.307617
	Iteration 28Q: 3 clusters Score -3.692893e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 218837 members 
Entering Unmasked Estep 
Score: -36928984.000000 Penalty: 6292.307617
	Iteration 29Q: 3 clusters Score -3.692898e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 218907 members 
Entering Unmasked Estep 
Score: -36928968.000000 Penalty: 6292.307617
	Iteration 30Q: 3 clusters Score -3.692897e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 218926 members 
Entering Unmasked Estep 
Score: -36928908.000000 Penalty: 6292.307617
	Iteration 31Q: 3 clusters Score -3.692891e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 218958 members 
Entering Unmasked Estep 
Score: -36928896.000000 Penalty: 6292.307617
	Iteration 32Q: 3 clusters Score -3.69289e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 218880 members 
Entering Unmasked Estep 
Score: -36928832.000000 Penalty: 6292.307617
	Iteration 33Q: 3 clusters Score -3.692883e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 218805 members 
Entering Unmasked Estep 
Score: -36928708.000000 Penalty: 6292.307617
	Iteration 34Q: 3 clusters Score -3.692871e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 218643 members 
Entering Unmasked Estep 
Score: -36928592.000000 Penalty: 6292.307617
	Iteration 35Q: 3 clusters Score -3.692859e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -36928608.000000 Penalty: 6292.307617
	Iteration 36Q: 3 clusters Score -3.692861e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 218002 members 
Entering Unmasked Estep 
Score: -36928672.000000 Penalty: 6292.307617
	Iteration 37Q: 3 clusters Score -3.692867e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 217500 members 
Entering Unmasked Estep 
Score: -36928464.000000 Penalty: 6292.307617
	Iteration 38Q: 3 clusters Score -3.692846e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 216924 members 
Entering Unmasked Estep 
Score: -36928552.000000 Penalty: 6292.307617
	Iteration 39Q: 3 clusters Score -3.692855e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 216274 members 
Entering Unmasked Estep 
Score: -36928408.000000 Penalty: 6292.307617
	Iteration 40F: 3 clusters Score -3.692841e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 215553 members 
Entering Unmasked Estep 
Score: -36928300.000000 Penalty: 6292.307617
	Iteration 41Q: 3 clusters Score -3.69283e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 214776 members 
Entering Unmasked Estep 
Score: -36928332.000000 Penalty: 6292.307617
	Iteration 42Q: 3 clusters Score -3.692833e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 213986 members 
Entering Unmasked Estep 
Score: -36928228.000000 Penalty: 6292.307617
	Iteration 43Q: 3 clusters Score -3.692823e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 213133 members 
Entering Unmasked Estep 
Score: -36928068.000000 Penalty: 6292.307617
	Iteration 44Q: 3 clusters Score -3.692807e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 212152 members 
Entering Unmasked Estep 
Score: -36927904.000000 Penalty: 6292.307617
	Iteration 45Q: 3 clusters Score -3.69279e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 210993 members 
Entering Unmasked Estep 
Score: -36927736.000000 Penalty: 6292.307617
	Iteration 46Q: 3 clusters Score -3.692774e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113453 members 
Mstep: Class 2 contains 209772 members 
Entering Unmasked Estep 
Score: -36927792.000000 Penalty: 6292.307617
	Iteration 47Q: 3 clusters Score -3.692779e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 208481 members 
Entering Unmasked Estep 
Score: -36927584.000000 Penalty: 6292.307617
	Iteration 48Q: 3 clusters Score -3.692758e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 207159 members 
Entering Unmasked Estep 
Score: -36927540.000000 Penalty: 6292.307617
	Iteration 49Q: 3 clusters Score -3.692754e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 205759 members 
Entering Unmasked Estep 
Score: -36927268.000000 Penalty: 6292.307617
	Iteration 50Q: 3 clusters Score -3.692727e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 204303 members 
Entering Unmasked Estep 
Score: -36927284.000000 Penalty: 6292.307617
	Iteration 51Q: 3 clusters Score -3.692728e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 202826 members 
Entering Unmasked Estep 
Score: -36927252.000000 Penalty: 6292.307617
	Iteration 52Q: 3 clusters Score -3.692725e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121843 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -36927132.000000 Penalty: 6292.307617
	Iteration 53Q: 3 clusters Score -3.692713e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123328 members 
Mstep: Class 2 contains 199897 members 
Entering Unmasked Estep 
Score: -36927008.000000 Penalty: 6292.307617
	Iteration 54Q: 3 clusters Score -3.692701e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 198405 members 
Entering Unmasked Estep 
Score: -36926960.000000 Penalty: 6292.307617
	Iteration 55Q: 3 clusters Score -3.692696e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 196927 members 
Entering Unmasked Estep 
Score: -36926992.000000 Penalty: 6292.307617
	Iteration 56Q: 3 clusters Score -3.692699e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -36926940.000000 Penalty: 6292.307617
	Iteration 57Q: 3 clusters Score -3.692694e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 193833 members 
Entering Unmasked Estep 
Score: -36926736.000000 Penalty: 6292.307617
	Iteration 58Q: 3 clusters Score -3.692674e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131013 members 
Mstep: Class 2 contains 192212 members 
Entering Unmasked Estep 
Score: -36926744.000000 Penalty: 6292.307617
	Iteration 59Q: 3 clusters Score -3.692674e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132634 members 
Mstep: Class 2 contains 190591 members 
Entering Unmasked Estep 
Score: -36926700.000000 Penalty: 6292.307617
	Iteration 60F: 3 clusters Score -3.69267e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134261 members 
Mstep: Class 2 contains 188964 members 
Entering Unmasked Estep 
Score: -36926656.000000 Penalty: 6292.307617
	Iteration 61Q: 3 clusters Score -3.692666e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135978 members 
Mstep: Class 2 contains 187247 members 
Entering Unmasked Estep 
Score: -36926664.000000 Penalty: 6292.307617
	Iteration 62Q: 3 clusters Score -3.692666e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 185450 members 
Entering Unmasked Estep 
Score: -36926580.000000 Penalty: 6292.307617
	Iteration 63Q: 3 clusters Score -3.692658e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 183696 members 
Entering Unmasked Estep 
Score: -36926620.000000 Penalty: 6292.307617
	Iteration 64Q: 3 clusters Score -3.692662e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141276 members 
Mstep: Class 2 contains 181949 members 
Entering Unmasked Estep 
Score: -36926712.000000 Penalty: 6292.307617
	Iteration 65Q: 3 clusters Score -3.692671e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 180246 members 
Entering Unmasked Estep 
Score: -36926844.000000 Penalty: 6292.307617
	Iteration 66Q: 3 clusters Score -3.692684e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 178489 members 
Entering Unmasked Estep 
Score: -36926976.000000 Penalty: 6292.307617
	Iteration 67Q: 3 clusters Score -3.692698e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146663 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -36926908.000000 Penalty: 6292.307617
	Iteration 68Q: 3 clusters Score -3.692691e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148567 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -36926896.000000 Penalty: 6292.307617
	Iteration 69Q: 3 clusters Score -3.69269e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Mstep: Class 2 contains 172691 members 
Entering Unmasked Estep 
Score: -36926780.000000 Penalty: 6292.307617
	Iteration 70Q: 3 clusters Score -3.692678e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -36926848.000000 Penalty: 6292.307617
	Iteration 71Q: 3 clusters Score -3.692685e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -36926924.000000 Penalty: 6292.307617
	Iteration 72Q: 3 clusters Score -3.692692e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -36926940.000000 Penalty: 6292.307617
	Iteration 73Q: 3 clusters Score -3.692694e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -36927264.000000 Penalty: 6292.307617
	Iteration 74Q: 3 clusters Score -3.692726e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -36927376.000000 Penalty: 6292.307617
	Iteration 75Q: 3 clusters Score -3.692738e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166752 members 
Mstep: Class 2 contains 156473 members 
Entering Unmasked Estep 
Score: -36927628.000000 Penalty: 6292.307617
	Iteration 76Q: 3 clusters Score -3.692763e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170297 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -36928020.000000 Penalty: 6292.307617
	Iteration 77Q: 3 clusters Score -3.692802e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174309 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -36927808.000000 Penalty: 6292.307617
	Iteration 78Q: 3 clusters Score -3.692781e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178464 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -36928152.000000 Penalty: 6292.307617
	Iteration 79Q: 3 clusters Score -3.692815e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 140078 members 
Entering Unmasked Estep 
Score: -36928532.000000 Penalty: 6292.307617
	Iteration 80F: 3 clusters Score -3.692853e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188628 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -36928960.000000 Penalty: 6292.307617
	Iteration 81Q: 3 clusters Score -3.692896e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194984 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -36929516.000000 Penalty: 6292.307617
	Iteration 82Q: 3 clusters Score -3.692952e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202226 members 
Mstep: Class 2 contains 120999 members 
Entering Unmasked Estep 
Score: -36930396.000000 Penalty: 6292.307617
	Iteration 83Q: 3 clusters Score -3.69304e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210270 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -36931568.000000 Penalty: 6292.307617
	Iteration 84Q: 3 clusters Score -3.693157e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219134 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -36933208.000000 Penalty: 6292.307617
	Iteration 85Q: 3 clusters Score -3.693321e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228280 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -36934880.000000 Penalty: 6292.307617
	Iteration 86Q: 3 clusters Score -3.693488e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237703 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -36937500.000000 Penalty: 6292.307617
	Iteration 87Q: 3 clusters Score -3.69375e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247076 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -36939860.000000 Penalty: 6292.307617
	Iteration 88Q: 3 clusters Score -3.693986e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256279 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -36942544.000000 Penalty: 6292.307617
	Iteration 89Q: 3 clusters Score -3.694254e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264854 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -36945144.000000 Penalty: 6292.307617
	Iteration 90Q: 3 clusters Score -3.694514e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272761 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -36947136.000000 Penalty: 6292.307617
	Iteration 91Q: 3 clusters Score -3.694714e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279798 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -36949352.000000 Penalty: 6292.307617
	Iteration 92Q: 3 clusters Score -3.694935e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286050 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -36951920.000000 Penalty: 6292.307617
	Iteration 93Q: 3 clusters Score -3.695192e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291575 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -36954332.000000 Penalty: 6292.307617
	Iteration 94Q: 3 clusters Score -3.695433e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296409 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -36955904.000000 Penalty: 6292.307617
	Iteration 95Q: 3 clusters Score -3.69559e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300484 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -36957032.000000 Penalty: 6292.307617
	Iteration 96Q: 3 clusters Score -3.695703e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303998 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -36957884.000000 Penalty: 6292.307617
	Iteration 97Q: 3 clusters Score -3.695788e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306877 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -36958792.000000 Penalty: 6292.307617
	Iteration 98Q: 3 clusters Score -3.695879e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309289 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -36959320.000000 Penalty: 6292.307617
	Iteration 99Q: 3 clusters Score -3.695932e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311280 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -36962004.000000 Penalty: 6292.307617
	Iteration 100F: 3 clusters Score -3.6962e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314276 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -36962756.000000 Penalty: 6292.307617
	Iteration 101Q: 3 clusters Score -3.696276e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316241 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -36963352.000000 Penalty: 6292.307617
	Iteration 102Q: 3 clusters Score -3.696335e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317503 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -36963776.000000 Penalty: 6292.307617
	Iteration 103Q: 3 clusters Score -3.696378e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318315 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -36964024.000000 Penalty: 6292.307617
	Iteration 104Q: 3 clusters Score -3.696402e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318887 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -36964332.000000 Penalty: 6292.307617
	Iteration 105Q: 3 clusters Score -3.696433e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319274 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -36964572.000000 Penalty: 6292.307617
	Iteration 106Q: 3 clusters Score -3.696457e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319486 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -36964780.000000 Penalty: 6292.307617
	Iteration 107Q: 3 clusters Score -3.696478e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319633 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -36964932.000000 Penalty: 6292.307617
	Iteration 108Q: 3 clusters Score -3.696493e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319717 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -36964996.000000 Penalty: 6292.307617
	Iteration 109Q: 3 clusters Score -3.6965e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319760 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -36965020.000000 Penalty: 6292.307617
	Iteration 110Q: 3 clusters Score -3.696502e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319788 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -36965048.000000 Penalty: 6292.307617
	Iteration 111Q: 3 clusters Score -3.696505e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319799 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -36965072.000000 Penalty: 6292.307617
	Iteration 112Q: 3 clusters Score -3.696507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319804 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -36965104.000000 Penalty: 6292.307617
	Iteration 113Q: 3 clusters Score -3.69651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319804 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -36965152.000000 Penalty: 6292.307617
	Iteration 114Q: 3 clusters Score -3.696515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319800 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -36965144.000000 Penalty: 6292.307617
	Iteration 115Q: 3 clusters Score -3.696514e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319795 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -36965184.000000 Penalty: 6292.307617
	Iteration 116Q: 3 clusters Score -3.696518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319805 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -36965148.000000 Penalty: 6292.307617
	Iteration 117Q: 3 clusters Score -3.696515e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319808 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -36965136.000000 Penalty: 6292.307617
	Iteration 118Q: 3 clusters Score -3.696514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319822 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -36965168.000000 Penalty: 6292.307617
	Iteration 119Q: 3 clusters Score -3.696517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319829 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -36965176.000000 Penalty: 6292.307617
	Iteration 120F: 3 clusters Score -3.696518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319829 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -36965184.000000 Penalty: 6292.307617
	Iteration 121Q: 3 clusters Score -3.696518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319837 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -36965252.000000 Penalty: 6292.307617
	Iteration 122Q: 3 clusters Score -3.696525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319841 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -36965260.000000 Penalty: 6292.307617
	Iteration 123Q: 3 clusters Score -3.696526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319843 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -36965220.000000 Penalty: 6292.307617
	Iteration 124Q: 3 clusters Score -3.696522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319848 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 125Q: 3 clusters Score -3.696524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319852 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -36965220.000000 Penalty: 6292.307617
	Iteration 126Q: 3 clusters Score -3.696522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319854 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -36965224.000000 Penalty: 6292.307617
	Iteration 127Q: 3 clusters Score -3.696522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319855 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 128Q: 3 clusters Score -3.696524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319854 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -36965232.000000 Penalty: 6292.307617
	Iteration 129Q: 3 clusters Score -3.696523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319862 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -36965224.000000 Penalty: 6292.307617
	Iteration 130Q: 3 clusters Score -3.696522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319865 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -36965240.000000 Penalty: 6292.307617
	Iteration 131Q: 3 clusters Score -3.696524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319865 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 132Q: 3 clusters Score -3.696524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319864 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 133Q: 3 clusters Score -3.696524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319859 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -36965224.000000 Penalty: 6292.307617
	Iteration 134Q: 3 clusters Score -3.696522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319860 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -36965220.000000 Penalty: 6292.307617
	Iteration 135Q: 3 clusters Score -3.696522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319859 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 136Q: 3 clusters Score -3.696524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319860 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -36965264.000000 Penalty: 6292.307617
	Iteration 137Q: 3 clusters Score -3.696526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319861 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -36965252.000000 Penalty: 6292.307617
	Iteration 138Q: 3 clusters Score -3.696525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319861 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 139Q: 3 clusters Score -3.696524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319863 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -36965240.000000 Penalty: 6292.307617
	Iteration 140F: 3 clusters Score -3.696524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319863 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -36965240.000000 Penalty: 6292.307617
	Iteration 141Q: 3 clusters Score -3.696524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319861 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 142Q: 3 clusters Score -3.696524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319861 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -36965236.000000 Penalty: 6292.307617
	Iteration 143F: 3 clusters Score -3.696524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 319861 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 71614 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 9 contains 21683 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 39418 members 
Mstep: Class 18 contains 63913 members 
Mstep: Class 19 contains 35585 members 
Mstep: Class 20 contains 129721 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 205862 members 
Entering Unmasked Estep 
Score: -114604912.000000 Penalty: 61748.175781
Splitting cluster 3 changes total score from -114602520.000000 to -114604912.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -313332.531250 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -313332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -310139.000000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -310139 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -315957.906250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -315957.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -322840.812500 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -322840.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -325366.937500 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -325366.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -328120.625000 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -328120.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -328298.625000 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -328298.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -328386.687500 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -328386.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -328469.687500 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -328469.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -328575.781250 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -328575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -328660.781250 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -328660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -328665.718750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -328665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -328665.718750 Penalty: 4076.785645
	Iteration 11F: 3 clusters Score -328665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 319861 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 71614 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 21683 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 39418 members 
Mstep: Class 18 contains 63913 members 
Mstep: Class 19 contains 35585 members 
Mstep: Class 20 contains 129721 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 205862 members 
Entering Unmasked Estep 
Score: -114619064.000000 Penalty: 65178.628906
Splitting cluster 4 changes total score from -114602520.000000 to -114619064.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (71614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Entering Unmasked Estep 
Score: -8330723.000000 Penalty: 2772.403320
	Iteration 0F: 2 clusters Score -8330723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8282754.000000 Penalty: 5544.806641
	Iteration 0F: 3 clusters Score -8282754 nChanged 33396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -8301736.500000 Penalty: 5544.806641
	Iteration 1F: 3 clusters Score -8301736 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8302722.000000 Penalty: 5544.806641
	Iteration 2Q: 3 clusters Score -8302722 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -8303972.500000 Penalty: 5544.806641
	Iteration 3Q: 3 clusters Score -8303972 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -8306146.000000 Penalty: 5544.806641
	Iteration 4F: 3 clusters Score -8306146 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -8309893.500000 Penalty: 5544.806641
	Iteration 5F: 3 clusters Score -8309894 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -8315325.000000 Penalty: 5544.806641
	Iteration 6F: 3 clusters Score -8315325 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -8321281.000000 Penalty: 5544.806641
	Iteration 7F: 3 clusters Score -8321281 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -8325602.000000 Penalty: 5544.806641
	Iteration 8F: 3 clusters Score -8325602 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -8327401.000000 Penalty: 5544.806641
	Iteration 9Q: 3 clusters Score -8327401 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -8327894.000000 Penalty: 5544.806641
	Iteration 10Q: 3 clusters Score -8327894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -8328133.500000 Penalty: 5544.806641
	Iteration 11Q: 3 clusters Score -8328134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -8328244.000000 Penalty: 5544.806641
	Iteration 12Q: 3 clusters Score -8328244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -8328309.500000 Penalty: 5544.806641
	Iteration 13Q: 3 clusters Score -8328310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -8328352.000000 Penalty: 5544.806641
	Iteration 14Q: 3 clusters Score -8328352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -8328371.500000 Penalty: 5544.806641
	Iteration 15Q: 3 clusters Score -8328372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -8328389.500000 Penalty: 5544.806641
	Iteration 16Q: 3 clusters Score -8328390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -8328392.000000 Penalty: 5544.806641
	Iteration 17Q: 3 clusters Score -8328392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -8328395.000000 Penalty: 5544.806641
	Iteration 18Q: 3 clusters Score -8328395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -8328403.000000 Penalty: 5544.806641
	Iteration 19Q: 3 clusters Score -8328403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -8328436.500000 Penalty: 5544.806641
	Iteration 20F: 3 clusters Score -8328436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -8328514.000000 Penalty: 5544.806641
	Iteration 21Q: 3 clusters Score -8328514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -8328578.500000 Penalty: 5544.806641
	Iteration 22Q: 3 clusters Score -8328578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8328636.000000 Penalty: 5544.806641
	Iteration 23Q: 3 clusters Score -8328636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -8328670.000000 Penalty: 5544.806641
	Iteration 24Q: 3 clusters Score -8328670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -8328689.500000 Penalty: 5544.806641
	Iteration 25Q: 3 clusters Score -8328690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -8328704.500000 Penalty: 5544.806641
	Iteration 26Q: 3 clusters Score -8328704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8328706.500000 Penalty: 5544.806641
	Iteration 27Q: 3 clusters Score -8328706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -8328712.500000 Penalty: 5544.806641
	Iteration 28Q: 3 clusters Score -8328712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8328715.500000 Penalty: 5544.806641
	Iteration 29Q: 3 clusters Score -8328716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -8328715.500000 Penalty: 5544.806641
	Iteration 30Q: 3 clusters Score -8328716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -8328716.500000 Penalty: 5544.806641
	Iteration 31Q: 3 clusters Score -8328716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -8328718.000000 Penalty: 5544.806641
	Iteration 32Q: 3 clusters Score -8328718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -8328724.000000 Penalty: 5544.806641
	Iteration 33F: 3 clusters Score -8328724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -8328747.000000 Penalty: 5544.806641
	Iteration 34Q: 3 clusters Score -8328747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -8328765.000000 Penalty: 5544.806641
	Iteration 35Q: 3 clusters Score -8328765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 71333 members 
Entering Unmasked Estep 
Score: -8328779.000000 Penalty: 5544.806641
	Iteration 36Q: 3 clusters Score -8328779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -8328801.500000 Penalty: 5544.806641
	Iteration 37Q: 3 clusters Score -8328802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -8328832.500000 Penalty: 5544.806641
	Iteration 38Q: 3 clusters Score -8328832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -8328849.000000 Penalty: 5544.806641
	Iteration 39Q: 3 clusters Score -8328849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -8328881.500000 Penalty: 5544.806641
	Iteration 40F: 3 clusters Score -8328882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8328885.500000 Penalty: 5544.806641
	Iteration 41Q: 3 clusters Score -8328886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8328901.500000 Penalty: 5544.806641
	Iteration 42Q: 3 clusters Score -8328902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8328910.000000 Penalty: 5544.806641
	Iteration 43Q: 3 clusters Score -8328910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8328905.000000 Penalty: 5544.806641
	Iteration 44Q: 3 clusters Score -8328905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8328914.500000 Penalty: 5544.806641
	Iteration 45Q: 3 clusters Score -8328914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -8328914.000000 Penalty: 5544.806641
	Iteration 46Q: 3 clusters Score -8328914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8328915.000000 Penalty: 5544.806641
	Iteration 47Q: 3 clusters Score -8328915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8328921.000000 Penalty: 5544.806641
	Iteration 48Q: 3 clusters Score -8328921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -8328913.000000 Penalty: 5544.806641
	Iteration 49Q: 3 clusters Score -8328913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8328914.500000 Penalty: 5544.806641
	Iteration 50Q: 3 clusters Score -8328914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -8328912.500000 Penalty: 5544.806641
	Iteration 51Q: 3 clusters Score -8328912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -8328912.500000 Penalty: 5544.806641
	Iteration 52F: 3 clusters Score -8328912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Entering Unmasked Estep 
Score: -953760.062500 Penalty: 2238.491943
	Iteration 0F: 2 clusters Score -953760.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -947154.812500 Penalty: 4476.983887
	Iteration 0F: 3 clusters Score -947154.8 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -949022.875000 Penalty: 4476.983887
	Iteration 1F: 3 clusters Score -949022.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -949308.187500 Penalty: 4476.983887
	Iteration 2F: 3 clusters Score -949308.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -949525.312500 Penalty: 4476.983887
	Iteration 3F: 3 clusters Score -949525.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -949718.375000 Penalty: 4476.983887
	Iteration 4Q: 3 clusters Score -949718.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -949895.812500 Penalty: 4476.983887
	Iteration 5Q: 3 clusters Score -949895.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -950082.000000 Penalty: 4476.983887
	Iteration 6Q: 3 clusters Score -950082 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -950273.875000 Penalty: 4476.983887
	Iteration 7Q: 3 clusters Score -950273.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -950476.437500 Penalty: 4476.983887
	Iteration 8Q: 3 clusters Score -950476.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -950697.000000 Penalty: 4476.983887
	Iteration 9Q: 3 clusters Score -950697 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -950946.000000 Penalty: 4476.983887
	Iteration 10Q: 3 clusters Score -950946 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -951180.187500 Penalty: 4476.983887
	Iteration 11Q: 3 clusters Score -951180.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -951418.875000 Penalty: 4476.983887
	Iteration 12Q: 3 clusters Score -951418.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -951660.562500 Penalty: 4476.983887
	Iteration 13Q: 3 clusters Score -951660.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -951869.312500 Penalty: 4476.983887
	Iteration 14Q: 3 clusters Score -951869.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -952019.437500 Penalty: 4476.983887
	Iteration 15Q: 3 clusters Score -952019.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -952115.312500 Penalty: 4476.983887
	Iteration 16Q: 3 clusters Score -952115.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -952180.562500 Penalty: 4476.983887
	Iteration 17Q: 3 clusters Score -952180.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -952217.187500 Penalty: 4476.983887
	Iteration 18Q: 3 clusters Score -952217.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -952234.937500 Penalty: 4476.983887
	Iteration 19Q: 3 clusters Score -952234.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -952243.625000 Penalty: 4476.983887
	Iteration 20F: 3 clusters Score -952243.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -952255.187500 Penalty: 4476.983887
	Iteration 21Q: 3 clusters Score -952255.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -952262.375000 Penalty: 4476.983887
	Iteration 22Q: 3 clusters Score -952262.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -952267.312500 Penalty: 4476.983887
	Iteration 23Q: 3 clusters Score -952267.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -952270.187500 Penalty: 4476.983887
	Iteration 24Q: 3 clusters Score -952270.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -952272.625000 Penalty: 4476.983887
	Iteration 25Q: 3 clusters Score -952272.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -952277.750000 Penalty: 4476.983887
	Iteration 26Q: 3 clusters Score -952277.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -952280.250000 Penalty: 4476.983887
	Iteration 27Q: 3 clusters Score -952280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -952281.187500 Penalty: 4476.983887
	Iteration 28Q: 3 clusters Score -952281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -952282.812500 Penalty: 4476.983887
	Iteration 29Q: 3 clusters Score -952282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -952281.375000 Penalty: 4476.983887
	Iteration 30Q: 3 clusters Score -952281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -952285.437500 Penalty: 4476.983887
	Iteration 31Q: 3 clusters Score -952285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -952284.687500 Penalty: 4476.983887
	Iteration 32Q: 3 clusters Score -952284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -952284.375000 Penalty: 4476.983887
	Iteration 33Q: 3 clusters Score -952284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -952284.375000 Penalty: 4476.983887
	Iteration 34F: 3 clusters Score -952284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -228244.140625 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -228244.1 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 1001 members 
Entering Unmasked Estep 
Score: -225491.453125 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -225491.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -225961.609375 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -225961.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -226101.062500 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -226101.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -226187.593750 Penalty: 3790.215820
	Iteration 3Q: 3 clusters Score -226187.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -226247.906250 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -226247.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -226285.937500 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -226285.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226302.734375 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -226302.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226312.671875 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -226312.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -226323.203125 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -226323.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -226331.796875 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -226331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226342.437500 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -226342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -226346.984375 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -226347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -226350.703125 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -226350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226355.359375 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -226355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -226359.953125 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -226360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226362.062500 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -226362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -226367.062500 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -226367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -226368.859375 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -226368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -226370.828125 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -226370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -226371.953125 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -226372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226372.671875 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -226372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -226372.765625 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -226372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226373.250000 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -226373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -226373.765625 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -226373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -226373.765625 Penalty: 3790.215820
	Iteration 24F: 3 clusters Score -226373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Entering Unmasked Estep 
Score: -2317081.500000 Penalty: 2476.102295
	Iteration 0F: 2 clusters Score -2317082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2301862.250000 Penalty: 4952.204590
	Iteration 0F: 3 clusters Score -2301862 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2307070.750000 Penalty: 4952.204590
	Iteration 1F: 3 clusters Score -2307071 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2307623.750000 Penalty: 4952.204590
	Iteration 2F: 3 clusters Score -2307624 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2308147.250000 Penalty: 4952.204590
	Iteration 3F: 3 clusters Score -2308147 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2308636.000000 Penalty: 4952.204590
	Iteration 4F: 3 clusters Score -2308636 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2309119.000000 Penalty: 4952.204590
	Iteration 5Q: 3 clusters Score -2309119 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2309605.250000 Penalty: 4952.204590
	Iteration 6Q: 3 clusters Score -2309605 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2310096.500000 Penalty: 4952.204590
	Iteration 7Q: 3 clusters Score -2310096 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2310572.750000 Penalty: 4952.204590
	Iteration 8Q: 3 clusters Score -2310573 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2310992.500000 Penalty: 4952.204590
	Iteration 9Q: 3 clusters Score -2310992 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2311386.750000 Penalty: 4952.204590
	Iteration 10Q: 3 clusters Score -2311387 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2311760.750000 Penalty: 4952.204590
	Iteration 11Q: 3 clusters Score -2311761 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2312143.000000 Penalty: 4952.204590
	Iteration 12Q: 3 clusters Score -2312143 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2312482.500000 Penalty: 4952.204590
	Iteration 13Q: 3 clusters Score -2312482 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2312754.500000 Penalty: 4952.204590
	Iteration 14Q: 3 clusters Score -2312754 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2312961.500000 Penalty: 4952.204590
	Iteration 15Q: 3 clusters Score -2312962 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2313108.000000 Penalty: 4952.204590
	Iteration 16Q: 3 clusters Score -2313108 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2313232.000000 Penalty: 4952.204590
	Iteration 17Q: 3 clusters Score -2313232 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2313335.500000 Penalty: 4952.204590
	Iteration 18Q: 3 clusters Score -2313336 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2313431.500000 Penalty: 4952.204590
	Iteration 19Q: 3 clusters Score -2313432 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2313501.500000 Penalty: 4952.204590
	Iteration 20F: 3 clusters Score -2313502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2313567.250000 Penalty: 4952.204590
	Iteration 21Q: 3 clusters Score -2313567 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2313636.500000 Penalty: 4952.204590
	Iteration 22Q: 3 clusters Score -2313636 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2313706.750000 Penalty: 4952.204590
	Iteration 23Q: 3 clusters Score -2313707 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2313762.750000 Penalty: 4952.204590
	Iteration 24Q: 3 clusters Score -2313763 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2313818.500000 Penalty: 4952.204590
	Iteration 25Q: 3 clusters Score -2313818 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2313875.250000 Penalty: 4952.204590
	Iteration 26Q: 3 clusters Score -2313875 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2313928.500000 Penalty: 4952.204590
	Iteration 27Q: 3 clusters Score -2313928 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2313974.000000 Penalty: 4952.204590
	Iteration 28Q: 3 clusters Score -2313974 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2314022.000000 Penalty: 4952.204590
	Iteration 29Q: 3 clusters Score -2314022 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2314083.750000 Penalty: 4952.204590
	Iteration 30Q: 3 clusters Score -2314084 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2314125.500000 Penalty: 4952.204590
	Iteration 31Q: 3 clusters Score -2314126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2314185.750000 Penalty: 4952.204590
	Iteration 32Q: 3 clusters Score -2314186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2314245.750000 Penalty: 4952.204590
	Iteration 33Q: 3 clusters Score -2314246 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2314304.750000 Penalty: 4952.204590
	Iteration 34Q: 3 clusters Score -2314305 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2314346.000000 Penalty: 4952.204590
	Iteration 35Q: 3 clusters Score -2314346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2314432.500000 Penalty: 4952.204590
	Iteration 36Q: 3 clusters Score -2314432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2314499.250000 Penalty: 4952.204590
	Iteration 37Q: 3 clusters Score -2314499 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2314561.000000 Penalty: 4952.204590
	Iteration 38Q: 3 clusters Score -2314561 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2314613.750000 Penalty: 4952.204590
	Iteration 39Q: 3 clusters Score -2314614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2314658.750000 Penalty: 4952.204590
	Iteration 40F: 3 clusters Score -2314659 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2314690.750000 Penalty: 4952.204590
	Iteration 41Q: 3 clusters Score -2314691 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2314732.750000 Penalty: 4952.204590
	Iteration 42Q: 3 clusters Score -2314733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2314781.250000 Penalty: 4952.204590
	Iteration 43Q: 3 clusters Score -2314781 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2314819.500000 Penalty: 4952.204590
	Iteration 44Q: 3 clusters Score -2314820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2314862.000000 Penalty: 4952.204590
	Iteration 45Q: 3 clusters Score -2314862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2314889.250000 Penalty: 4952.204590
	Iteration 46Q: 3 clusters Score -2314889 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2314932.000000 Penalty: 4952.204590
	Iteration 47Q: 3 clusters Score -2314932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2314959.000000 Penalty: 4952.204590
	Iteration 48Q: 3 clusters Score -2314959 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2314994.750000 Penalty: 4952.204590
	Iteration 49Q: 3 clusters Score -2314995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2315018.250000 Penalty: 4952.204590
	Iteration 50Q: 3 clusters Score -2315018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2315040.750000 Penalty: 4952.204590
	Iteration 51Q: 3 clusters Score -2315041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2315077.250000 Penalty: 4952.204590
	Iteration 52Q: 3 clusters Score -2315077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2315119.000000 Penalty: 4952.204590
	Iteration 53Q: 3 clusters Score -2315119 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2315144.750000 Penalty: 4952.204590
	Iteration 54Q: 3 clusters Score -2315145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2315170.750000 Penalty: 4952.204590
	Iteration 55Q: 3 clusters Score -2315171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2315191.500000 Penalty: 4952.204590
	Iteration 56Q: 3 clusters Score -2315192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2315214.750000 Penalty: 4952.204590
	Iteration 57Q: 3 clusters Score -2315215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2315225.750000 Penalty: 4952.204590
	Iteration 58Q: 3 clusters Score -2315226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2315258.500000 Penalty: 4952.204590
	Iteration 59Q: 3 clusters Score -2315258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2315283.000000 Penalty: 4952.204590
	Iteration 60F: 3 clusters Score -2315283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2315296.750000 Penalty: 4952.204590
	Iteration 61Q: 3 clusters Score -2315297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2315316.000000 Penalty: 4952.204590
	Iteration 62Q: 3 clusters Score -2315316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2315332.750000 Penalty: 4952.204590
	Iteration 63Q: 3 clusters Score -2315333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2315351.500000 Penalty: 4952.204590
	Iteration 64Q: 3 clusters Score -2315352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2315368.000000 Penalty: 4952.204590
	Iteration 65Q: 3 clusters Score -2315368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2315373.500000 Penalty: 4952.204590
	Iteration 66Q: 3 clusters Score -2315374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2315387.250000 Penalty: 4952.204590
	Iteration 67Q: 3 clusters Score -2315387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2315407.250000 Penalty: 4952.204590
	Iteration 68Q: 3 clusters Score -2315407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2315414.750000 Penalty: 4952.204590
	Iteration 69Q: 3 clusters Score -2315415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2315424.500000 Penalty: 4952.204590
	Iteration 70Q: 3 clusters Score -2315424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2315429.250000 Penalty: 4952.204590
	Iteration 71Q: 3 clusters Score -2315429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2315435.750000 Penalty: 4952.204590
	Iteration 72Q: 3 clusters Score -2315436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2315442.250000 Penalty: 4952.204590
	Iteration 73Q: 3 clusters Score -2315442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2315439.750000 Penalty: 4952.204590
	Iteration 74Q: 3 clusters Score -2315440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2315440.250000 Penalty: 4952.204590
	Iteration 75Q: 3 clusters Score -2315440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2315449.750000 Penalty: 4952.204590
	Iteration 76Q: 3 clusters Score -2315450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2315458.750000 Penalty: 4952.204590
	Iteration 77Q: 3 clusters Score -2315459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2315466.500000 Penalty: 4952.204590
	Iteration 78Q: 3 clusters Score -2315466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2315462.000000 Penalty: 4952.204590
	Iteration 79Q: 3 clusters Score -2315462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2315465.750000 Penalty: 4952.204590
	Iteration 80F: 3 clusters Score -2315466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2315470.750000 Penalty: 4952.204590
	Iteration 81Q: 3 clusters Score -2315471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2315467.750000 Penalty: 4952.204590
	Iteration 82Q: 3 clusters Score -2315468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2315474.500000 Penalty: 4952.204590
	Iteration 83Q: 3 clusters Score -2315474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2315475.500000 Penalty: 4952.204590
	Iteration 84Q: 3 clusters Score -2315476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2315478.250000 Penalty: 4952.204590
	Iteration 85Q: 3 clusters Score -2315478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2315477.500000 Penalty: 4952.204590
	Iteration 86Q: 3 clusters Score -2315478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2315479.750000 Penalty: 4952.204590
	Iteration 87Q: 3 clusters Score -2315480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2315483.250000 Penalty: 4952.204590
	Iteration 88Q: 3 clusters Score -2315483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2315484.500000 Penalty: 4952.204590
	Iteration 89Q: 3 clusters Score -2315484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2315492.000000 Penalty: 4952.204590
	Iteration 90Q: 3 clusters Score -2315492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2315495.750000 Penalty: 4952.204590
	Iteration 91Q: 3 clusters Score -2315496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2315496.000000 Penalty: 4952.204590
	Iteration 92Q: 3 clusters Score -2315496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2315500.000000 Penalty: 4952.204590
	Iteration 93Q: 3 clusters Score -2315500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2315499.250000 Penalty: 4952.204590
	Iteration 94Q: 3 clusters Score -2315499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2315498.000000 Penalty: 4952.204590
	Iteration 95Q: 3 clusters Score -2315498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2315501.250000 Penalty: 4952.204590
	Iteration 96Q: 3 clusters Score -2315501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2315502.750000 Penalty: 4952.204590
	Iteration 97Q: 3 clusters Score -2315503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 4952.204590
	Iteration 98Q: 3 clusters Score -2315505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2315506.500000 Penalty: 4952.204590
	Iteration 99Q: 3 clusters Score -2315506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2315505.250000 Penalty: 4952.204590
	Iteration 100F: 3 clusters Score -2315505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2315501.750000 Penalty: 4952.204590
	Iteration 101Q: 3 clusters Score -2315502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2315502.250000 Penalty: 4952.204590
	Iteration 102Q: 3 clusters Score -2315502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2315504.750000 Penalty: 4952.204590
	Iteration 103Q: 3 clusters Score -2315505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2315502.750000 Penalty: 4952.204590
	Iteration 104Q: 3 clusters Score -2315503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2315504.250000 Penalty: 4952.204590
	Iteration 105Q: 3 clusters Score -2315504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2315504.250000 Penalty: 4952.204590
	Iteration 106Q: 3 clusters Score -2315504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2315506.500000 Penalty: 4952.204590
	Iteration 107Q: 3 clusters Score -2315506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2315506.750000 Penalty: 4952.204590
	Iteration 108Q: 3 clusters Score -2315507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2315508.250000 Penalty: 4952.204590
	Iteration 109Q: 3 clusters Score -2315508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2315515.500000 Penalty: 4952.204590
	Iteration 110Q: 3 clusters Score -2315516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2315514.500000 Penalty: 4952.204590
	Iteration 111Q: 3 clusters Score -2315514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2315515.750000 Penalty: 4952.204590
	Iteration 112Q: 3 clusters Score -2315516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2315518.750000 Penalty: 4952.204590
	Iteration 113Q: 3 clusters Score -2315519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2315519.250000 Penalty: 4952.204590
	Iteration 114Q: 3 clusters Score -2315519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2315519.750000 Penalty: 4952.204590
	Iteration 115Q: 3 clusters Score -2315520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2315520.750000 Penalty: 4952.204590
	Iteration 116Q: 3 clusters Score -2315521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2315518.500000 Penalty: 4952.204590
	Iteration 117Q: 3 clusters Score -2315518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2315518.250000 Penalty: 4952.204590
	Iteration 118Q: 3 clusters Score -2315518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2315519.250000 Penalty: 4952.204590
	Iteration 119Q: 3 clusters Score -2315519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2315518.250000 Penalty: 4952.204590
	Iteration 120F: 3 clusters Score -2315518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Entering Unmasked Estep 
Score: -2072083.375000 Penalty: 2427.985352
	Iteration 0F: 2 clusters Score -2072083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2059275.625000 Penalty: 4855.970703
	Iteration 0F: 3 clusters Score -2059276 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2063469.000000 Penalty: 4855.970703
	Iteration 1F: 3 clusters Score -2063469 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2063898.750000 Penalty: 4855.970703
	Iteration 2F: 3 clusters Score -2063899 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2064299.125000 Penalty: 4855.970703
	Iteration 3Q: 3 clusters Score -2064299 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2064727.625000 Penalty: 4855.970703
	Iteration 4Q: 3 clusters Score -2064728 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2065189.375000 Penalty: 4855.970703
	Iteration 5Q: 3 clusters Score -2065189 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2065707.375000 Penalty: 4855.970703
	Iteration 6F: 3 clusters Score -2065707 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2066272.000000 Penalty: 4855.970703
	Iteration 7F: 3 clusters Score -2066272 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2066958.500000 Penalty: 4855.970703
	Iteration 8F: 3 clusters Score -2066958 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2067711.125000 Penalty: 4855.970703
	Iteration 9F: 3 clusters Score -2067711 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2068449.125000 Penalty: 4855.970703
	Iteration 10F: 3 clusters Score -2068449 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2069079.250000 Penalty: 4855.970703
	Iteration 11Q: 3 clusters Score -2069079 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2069539.125000 Penalty: 4855.970703
	Iteration 12Q: 3 clusters Score -2069539 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2069882.375000 Penalty: 4855.970703
	Iteration 13Q: 3 clusters Score -2069882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2070109.125000 Penalty: 4855.970703
	Iteration 14Q: 3 clusters Score -2070109 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2070245.125000 Penalty: 4855.970703
	Iteration 15Q: 3 clusters Score -2070245 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2070336.375000 Penalty: 4855.970703
	Iteration 16Q: 3 clusters Score -2070336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2070387.750000 Penalty: 4855.970703
	Iteration 17Q: 3 clusters Score -2070388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2070432.500000 Penalty: 4855.970703
	Iteration 18Q: 3 clusters Score -2070432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2070474.375000 Penalty: 4855.970703
	Iteration 19Q: 3 clusters Score -2070474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2070505.750000 Penalty: 4855.970703
	Iteration 20F: 3 clusters Score -2070506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2070540.000000 Penalty: 4855.970703
	Iteration 21Q: 3 clusters Score -2070540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2070562.125000 Penalty: 4855.970703
	Iteration 22Q: 3 clusters Score -2070562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2070582.250000 Penalty: 4855.970703
	Iteration 23Q: 3 clusters Score -2070582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2070601.625000 Penalty: 4855.970703
	Iteration 24Q: 3 clusters Score -2070602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2070615.875000 Penalty: 4855.970703
	Iteration 25Q: 3 clusters Score -2070616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2070637.125000 Penalty: 4855.970703
	Iteration 26Q: 3 clusters Score -2070637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2070644.625000 Penalty: 4855.970703
	Iteration 27Q: 3 clusters Score -2070645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2070661.625000 Penalty: 4855.970703
	Iteration 28Q: 3 clusters Score -2070662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2070676.500000 Penalty: 4855.970703
	Iteration 29Q: 3 clusters Score -2070676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2070687.000000 Penalty: 4855.970703
	Iteration 30Q: 3 clusters Score -2070687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2070691.125000 Penalty: 4855.970703
	Iteration 31Q: 3 clusters Score -2070691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2070698.125000 Penalty: 4855.970703
	Iteration 32Q: 3 clusters Score -2070698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2070702.500000 Penalty: 4855.970703
	Iteration 33Q: 3 clusters Score -2070702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2070701.500000 Penalty: 4855.970703
	Iteration 34Q: 3 clusters Score -2070702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2070709.000000 Penalty: 4855.970703
	Iteration 35Q: 3 clusters Score -2070709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2070708.375000 Penalty: 4855.970703
	Iteration 36Q: 3 clusters Score -2070708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2070714.000000 Penalty: 4855.970703
	Iteration 37Q: 3 clusters Score -2070714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2070715.250000 Penalty: 4855.970703
	Iteration 38Q: 3 clusters Score -2070715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2070721.500000 Penalty: 4855.970703
	Iteration 39Q: 3 clusters Score -2070722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2070723.500000 Penalty: 4855.970703
	Iteration 40F: 3 clusters Score -2070724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2070728.250000 Penalty: 4855.970703
	Iteration 41Q: 3 clusters Score -2070728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2070732.250000 Penalty: 4855.970703
	Iteration 42Q: 3 clusters Score -2070732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2070734.250000 Penalty: 4855.970703
	Iteration 43Q: 3 clusters Score -2070734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2070731.750000 Penalty: 4855.970703
	Iteration 44Q: 3 clusters Score -2070732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2070733.250000 Penalty: 4855.970703
	Iteration 45Q: 3 clusters Score -2070733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2070738.750000 Penalty: 4855.970703
	Iteration 46Q: 3 clusters Score -2070739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2070745.125000 Penalty: 4855.970703
	Iteration 47Q: 3 clusters Score -2070745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2070741.500000 Penalty: 4855.970703
	Iteration 48Q: 3 clusters Score -2070742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2070751.125000 Penalty: 4855.970703
	Iteration 49Q: 3 clusters Score -2070751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2070750.125000 Penalty: 4855.970703
	Iteration 50Q: 3 clusters Score -2070750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2070749.375000 Penalty: 4855.970703
	Iteration 51Q: 3 clusters Score -2070749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2070755.250000 Penalty: 4855.970703
	Iteration 52Q: 3 clusters Score -2070755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2070754.375000 Penalty: 4855.970703
	Iteration 53Q: 3 clusters Score -2070754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2070752.875000 Penalty: 4855.970703
	Iteration 54Q: 3 clusters Score -2070753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2070756.875000 Penalty: 4855.970703
	Iteration 55Q: 3 clusters Score -2070757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2070758.875000 Penalty: 4855.970703
	Iteration 56Q: 3 clusters Score -2070759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2070757.875000 Penalty: 4855.970703
	Iteration 57Q: 3 clusters Score -2070758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2070761.000000 Penalty: 4855.970703
	Iteration 58Q: 3 clusters Score -2070761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2070760.750000 Penalty: 4855.970703
	Iteration 59Q: 3 clusters Score -2070761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2070760.000000 Penalty: 4855.970703
	Iteration 60F: 3 clusters Score -2070760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2070759.750000 Penalty: 4855.970703
	Iteration 61Q: 3 clusters Score -2070760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2070766.000000 Penalty: 4855.970703
	Iteration 62Q: 3 clusters Score -2070766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2070765.000000 Penalty: 4855.970703
	Iteration 63Q: 3 clusters Score -2070765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2070769.625000 Penalty: 4855.970703
	Iteration 64Q: 3 clusters Score -2070770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2070771.000000 Penalty: 4855.970703
	Iteration 65Q: 3 clusters Score -2070771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2070769.875000 Penalty: 4855.970703
	Iteration 66Q: 3 clusters Score -2070770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2070770.500000 Penalty: 4855.970703
	Iteration 67Q: 3 clusters Score -2070770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2070773.250000 Penalty: 4855.970703
	Iteration 68Q: 3 clusters Score -2070773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2070775.750000 Penalty: 4855.970703
	Iteration 69Q: 3 clusters Score -2070776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2070777.750000 Penalty: 4855.970703
	Iteration 70Q: 3 clusters Score -2070778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2070778.875000 Penalty: 4855.970703
	Iteration 71Q: 3 clusters Score -2070779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2070778.000000 Penalty: 4855.970703
	Iteration 72Q: 3 clusters Score -2070778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2070778.000000 Penalty: 4855.970703
	Iteration 73F: 3 clusters Score -2070778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -217108.906250 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -217108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -214551.437500 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -214551.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -214976.171875 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -214976.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215095.781250 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -215095.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -215146.703125 Penalty: 3744.866943
	Iteration 3Q: 3 clusters Score -215146.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215177.031250 Penalty: 3744.866943
	Iteration 4Q: 3 clusters Score -215177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -215195.718750 Penalty: 3744.866943
	Iteration 5Q: 3 clusters Score -215195.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215212.671875 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -215212.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215230.796875 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -215230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -215242.765625 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -215242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -215247.937500 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -215247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -215254.468750 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -215254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -215260.234375 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -215260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -215263.687500 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -215263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215264.796875 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -215264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215267.500000 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -215267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215273.265625 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -215273.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215278.406250 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -215278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -215283.984375 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -215284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215288.968750 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -215289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215289.765625 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -215289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215289.765625 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -215289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -468411.750000 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -468411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -464382.875000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -464382.9 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -465338.062500 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -465338.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -465550.187500 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -465550.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -465693.375000 Penalty: 4149.373535
	Iteration 3Q: 3 clusters Score -465693.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -465824.625000 Penalty: 4149.373535
	Iteration 4Q: 3 clusters Score -465824.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -465980.000000 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -465980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -466204.687500 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -466204.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -466455.718750 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -466455.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466725.968750 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -466726 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -466966.968750 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -466967 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -467153.625000 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -467153.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -467315.468750 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -467315.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -467432.437500 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -467432.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -467524.812500 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -467524.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -467631.187500 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -467631.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -467721.781250 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -467721.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -467785.218750 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -467785.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -467843.593750 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -467843.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -467870.593750 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -467870.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -467888.593750 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -467888.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -467901.093750 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -467901.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -467910.500000 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -467910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -467915.156250 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -467915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -467916.718750 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -467916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -467917.000000 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -467917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -467917.000000 Penalty: 4149.373535
	Iteration 25F: 3 clusters Score -467917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -200819.984375 Penalty: 1850.771729
	Iteration 0F: 2 clusters Score -200820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -198349.328125 Penalty: 3701.543457
	Iteration 0F: 3 clusters Score -198349.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -198735.296875 Penalty: 3701.543457
	Iteration 1F: 3 clusters Score -198735.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198853.796875 Penalty: 3701.543457
	Iteration 2F: 3 clusters Score -198853.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198903.593750 Penalty: 3701.543457
	Iteration 3Q: 3 clusters Score -198903.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198928.625000 Penalty: 3701.543457
	Iteration 4Q: 3 clusters Score -198928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -198941.437500 Penalty: 3701.543457
	Iteration 5Q: 3 clusters Score -198941.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198953.031250 Penalty: 3701.543457
	Iteration 6Q: 3 clusters Score -198953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198964.734375 Penalty: 3701.543457
	Iteration 7Q: 3 clusters Score -198964.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198973.375000 Penalty: 3701.543457
	Iteration 8Q: 3 clusters Score -198973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -198976.156250 Penalty: 3701.543457
	Iteration 9Q: 3 clusters Score -198976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198976.421875 Penalty: 3701.543457
	Iteration 10Q: 3 clusters Score -198976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -198976.421875 Penalty: 3701.543457
	Iteration 11F: 3 clusters Score -198976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Entering Unmasked Estep 
Score: -4594863.500000 Penalty: 2624.330566
	Iteration 0F: 2 clusters Score -4594864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4568113.000000 Penalty: 5248.661133
	Iteration 0F: 3 clusters Score -4568113 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4578301.500000 Penalty: 5248.661133
	Iteration 1F: 3 clusters Score -4578302 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4578973.000000 Penalty: 5248.661133
	Iteration 2Q: 3 clusters Score -4578973 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -4579642.500000 Penalty: 5248.661133
	Iteration 3Q: 3 clusters Score -4579642 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4580420.000000 Penalty: 5248.661133
	Iteration 4Q: 3 clusters Score -4580420 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4581295.500000 Penalty: 5248.661133
	Iteration 5Q: 3 clusters Score -4581296 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4582367.000000 Penalty: 5248.661133
	Iteration 6Q: 3 clusters Score -4582367 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4583722.500000 Penalty: 5248.661133
	Iteration 7F: 3 clusters Score -4583722 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4585075.500000 Penalty: 5248.661133
	Iteration 8F: 3 clusters Score -4585076 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4586280.500000 Penalty: 5248.661133
	Iteration 9F: 3 clusters Score -4586280 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4587107.000000 Penalty: 5248.661133
	Iteration 10Q: 3 clusters Score -4587107 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4587538.000000 Penalty: 5248.661133
	Iteration 11Q: 3 clusters Score -4587538 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4587735.000000 Penalty: 5248.661133
	Iteration 12Q: 3 clusters Score -4587735 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4587835.000000 Penalty: 5248.661133
	Iteration 13Q: 3 clusters Score -4587835 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4587895.000000 Penalty: 5248.661133
	Iteration 14Q: 3 clusters Score -4587895 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4587949.500000 Penalty: 5248.661133
	Iteration 15Q: 3 clusters Score -4587950 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4587995.500000 Penalty: 5248.661133
	Iteration 16Q: 3 clusters Score -4587996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4588028.000000 Penalty: 5248.661133
	Iteration 17Q: 3 clusters Score -4588028 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4588051.000000 Penalty: 5248.661133
	Iteration 18Q: 3 clusters Score -4588051 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4588088.500000 Penalty: 5248.661133
	Iteration 19Q: 3 clusters Score -4588088 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4588127.000000 Penalty: 5248.661133
	Iteration 20F: 3 clusters Score -4588127 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -4588173.500000 Penalty: 5248.661133
	Iteration 21Q: 3 clusters Score -4588174 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4588207.000000 Penalty: 5248.661133
	Iteration 22Q: 3 clusters Score -4588207 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -4588235.000000 Penalty: 5248.661133
	Iteration 23Q: 3 clusters Score -4588235 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4588274.500000 Penalty: 5248.661133
	Iteration 24Q: 3 clusters Score -4588274 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4588291.500000 Penalty: 5248.661133
	Iteration 25Q: 3 clusters Score -4588292 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4588335.000000 Penalty: 5248.661133
	Iteration 26Q: 3 clusters Score -4588335 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4588376.000000 Penalty: 5248.661133
	Iteration 27Q: 3 clusters Score -4588376 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4588415.000000 Penalty: 5248.661133
	Iteration 28Q: 3 clusters Score -4588415 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4588486.000000 Penalty: 5248.661133
	Iteration 29Q: 3 clusters Score -4588486 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4588540.500000 Penalty: 5248.661133
	Iteration 30Q: 3 clusters Score -4588540 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4588574.000000 Penalty: 5248.661133
	Iteration 31Q: 3 clusters Score -4588574 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4588673.500000 Penalty: 5248.661133
	Iteration 32Q: 3 clusters Score -4588674 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4588753.000000 Penalty: 5248.661133
	Iteration 33Q: 3 clusters Score -4588753 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4588815.000000 Penalty: 5248.661133
	Iteration 34Q: 3 clusters Score -4588815 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -4588880.500000 Penalty: 5248.661133
	Iteration 35Q: 3 clusters Score -4588880 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4588958.000000 Penalty: 5248.661133
	Iteration 36Q: 3 clusters Score -4588958 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -4589066.500000 Penalty: 5248.661133
	Iteration 37Q: 3 clusters Score -4589066 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4589138.500000 Penalty: 5248.661133
	Iteration 38Q: 3 clusters Score -4589138 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -4589244.500000 Penalty: 5248.661133
	Iteration 39Q: 3 clusters Score -4589244 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4589361.500000 Penalty: 5248.661133
	Iteration 40F: 3 clusters Score -4589362 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -4589506.500000 Penalty: 5248.661133
	Iteration 41Q: 3 clusters Score -4589506 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4589663.000000 Penalty: 5248.661133
	Iteration 42Q: 3 clusters Score -4589663 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -4589843.500000 Penalty: 5248.661133
	Iteration 43Q: 3 clusters Score -4589844 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4590010.500000 Penalty: 5248.661133
	Iteration 44Q: 3 clusters Score -4590010 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4590251.500000 Penalty: 5248.661133
	Iteration 45Q: 3 clusters Score -4590252 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4590462.500000 Penalty: 5248.661133
	Iteration 46Q: 3 clusters Score -4590462 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4590667.000000 Penalty: 5248.661133
	Iteration 47Q: 3 clusters Score -4590667 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4590901.000000 Penalty: 5248.661133
	Iteration 48Q: 3 clusters Score -4590901 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4591122.000000 Penalty: 5248.661133
	Iteration 49Q: 3 clusters Score -4591122 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4591317.000000 Penalty: 5248.661133
	Iteration 50Q: 3 clusters Score -4591317 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4591551.500000 Penalty: 5248.661133
	Iteration 51Q: 3 clusters Score -4591552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4591759.500000 Penalty: 5248.661133
	Iteration 52Q: 3 clusters Score -4591760 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4591980.500000 Penalty: 5248.661133
	Iteration 53Q: 3 clusters Score -4591980 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4592191.000000 Penalty: 5248.661133
	Iteration 54Q: 3 clusters Score -4592191 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4592358.000000 Penalty: 5248.661133
	Iteration 55Q: 3 clusters Score -4592358 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4592466.000000 Penalty: 5248.661133
	Iteration 56Q: 3 clusters Score -4592466 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4592560.500000 Penalty: 5248.661133
	Iteration 57Q: 3 clusters Score -4592560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4592614.500000 Penalty: 5248.661133
	Iteration 58Q: 3 clusters Score -4592614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4592652.000000 Penalty: 5248.661133
	Iteration 59Q: 3 clusters Score -4592652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4592686.000000 Penalty: 5248.661133
	Iteration 60F: 3 clusters Score -4592686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4592707.000000 Penalty: 5248.661133
	Iteration 61Q: 3 clusters Score -4592707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4592742.000000 Penalty: 5248.661133
	Iteration 62Q: 3 clusters Score -4592742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4592757.000000 Penalty: 5248.661133
	Iteration 63Q: 3 clusters Score -4592757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4592767.000000 Penalty: 5248.661133
	Iteration 64Q: 3 clusters Score -4592767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4592777.000000 Penalty: 5248.661133
	Iteration 65Q: 3 clusters Score -4592777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4592777.000000 Penalty: 5248.661133
	Iteration 66Q: 3 clusters Score -4592777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4592791.000000 Penalty: 5248.661133
	Iteration 67Q: 3 clusters Score -4592791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4592797.500000 Penalty: 5248.661133
	Iteration 68Q: 3 clusters Score -4592798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4592800.000000 Penalty: 5248.661133
	Iteration 69Q: 3 clusters Score -4592800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4592799.000000 Penalty: 5248.661133
	Iteration 70Q: 3 clusters Score -4592799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4592801.500000 Penalty: 5248.661133
	Iteration 71Q: 3 clusters Score -4592802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4592808.500000 Penalty: 5248.661133
	Iteration 72Q: 3 clusters Score -4592808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4592810.000000 Penalty: 5248.661133
	Iteration 73Q: 3 clusters Score -4592810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4592806.000000 Penalty: 5248.661133
	Iteration 74Q: 3 clusters Score -4592806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4592809.000000 Penalty: 5248.661133
	Iteration 75Q: 3 clusters Score -4592809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4592810.000000 Penalty: 5248.661133
	Iteration 76Q: 3 clusters Score -4592810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4592809.500000 Penalty: 5248.661133
	Iteration 77Q: 3 clusters Score -4592810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4592808.500000 Penalty: 5248.661133
	Iteration 78Q: 3 clusters Score -4592808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4592811.000000 Penalty: 5248.661133
	Iteration 79Q: 3 clusters Score -4592811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4592811.000000 Penalty: 5248.661133
	Iteration 80F: 3 clusters Score -4592811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Entering Unmasked Estep 
Score: -7462973.500000 Penalty: 2744.188965
	Iteration 0F: 2 clusters Score -7462974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -7420040.000000 Penalty: 5488.377930
	Iteration 0F: 3 clusters Score -7420040 nChanged 29873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7436483.500000 Penalty: 5488.377930
	Iteration 1F: 3 clusters Score -7436484 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -7437098.500000 Penalty: 5488.377930
	Iteration 2Q: 3 clusters Score -7437098 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7437765.500000 Penalty: 5488.377930
	Iteration 3Q: 3 clusters Score -7437766 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -7438652.000000 Penalty: 5488.377930
	Iteration 4Q: 3 clusters Score -7438652 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7440035.000000 Penalty: 5488.377930
	Iteration 5Q: 3 clusters Score -7440035 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -7442309.500000 Penalty: 5488.377930
	Iteration 6F: 3 clusters Score -7442310 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -7445992.000000 Penalty: 5488.377930
	Iteration 7F: 3 clusters Score -7445992 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7450462.500000 Penalty: 5488.377930
	Iteration 8F: 3 clusters Score -7450462 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -7454817.000000 Penalty: 5488.377930
	Iteration 9F: 3 clusters Score -7454817 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -7457808.000000 Penalty: 5488.377930
	Iteration 10F: 3 clusters Score -7457808 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -7459395.500000 Penalty: 5488.377930
	Iteration 11Q: 3 clusters Score -7459396 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -7460014.000000 Penalty: 5488.377930
	Iteration 12Q: 3 clusters Score -7460014 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -7460287.500000 Penalty: 5488.377930
	Iteration 13Q: 3 clusters Score -7460288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -7460415.000000 Penalty: 5488.377930
	Iteration 14Q: 3 clusters Score -7460415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -7460480.000000 Penalty: 5488.377930
	Iteration 15Q: 3 clusters Score -7460480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -7460501.000000 Penalty: 5488.377930
	Iteration 16Q: 3 clusters Score -7460501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -7460520.500000 Penalty: 5488.377930
	Iteration 17Q: 3 clusters Score -7460520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -7460538.500000 Penalty: 5488.377930
	Iteration 18Q: 3 clusters Score -7460538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -7460552.500000 Penalty: 5488.377930
	Iteration 19Q: 3 clusters Score -7460552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -7460555.500000 Penalty: 5488.377930
	Iteration 20F: 3 clusters Score -7460556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -7460564.500000 Penalty: 5488.377930
	Iteration 21Q: 3 clusters Score -7460564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -7460576.000000 Penalty: 5488.377930
	Iteration 22Q: 3 clusters Score -7460576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -7460575.500000 Penalty: 5488.377930
	Iteration 23Q: 3 clusters Score -7460576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -7460580.000000 Penalty: 5488.377930
	Iteration 24Q: 3 clusters Score -7460580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -7460580.000000 Penalty: 5488.377930
	Iteration 25F: 3 clusters Score -7460580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Entering Unmasked Estep 
Score: -4003324.750000 Penalty: 2598.960449
	Iteration 0F: 2 clusters Score -4003325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3979051.750000 Penalty: 5197.920898
	Iteration 0F: 3 clusters Score -3979052 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3987810.000000 Penalty: 5197.920898
	Iteration 1F: 3 clusters Score -3987810 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3988322.500000 Penalty: 5197.920898
	Iteration 2Q: 3 clusters Score -3988322 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3988751.500000 Penalty: 5197.920898
	Iteration 3Q: 3 clusters Score -3988752 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3989191.250000 Penalty: 5197.920898
	Iteration 4Q: 3 clusters Score -3989191 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3989645.000000 Penalty: 5197.920898
	Iteration 5Q: 3 clusters Score -3989645 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3990137.000000 Penalty: 5197.920898
	Iteration 6Q: 3 clusters Score -3990137 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3990662.250000 Penalty: 5197.920898
	Iteration 7Q: 3 clusters Score -3990662 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3991197.000000 Penalty: 5197.920898
	Iteration 8Q: 3 clusters Score -3991197 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3991800.000000 Penalty: 5197.920898
	Iteration 9Q: 3 clusters Score -3991800 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3992510.250000 Penalty: 5197.920898
	Iteration 10Q: 3 clusters Score -3992510 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3993256.250000 Penalty: 5197.920898
	Iteration 11Q: 3 clusters Score -3993256 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3994076.750000 Penalty: 5197.920898
	Iteration 12Q: 3 clusters Score -3994077 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3995074.250000 Penalty: 5197.920898
	Iteration 13Q: 3 clusters Score -3995074 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3996374.000000 Penalty: 5197.920898
	Iteration 14Q: 3 clusters Score -3996374 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3998062.000000 Penalty: 5197.920898
	Iteration 15Q: 3 clusters Score -3998062 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3999187.500000 Penalty: 5197.920898
	Iteration 16Q: 3 clusters Score -3999188 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3999809.000000 Penalty: 5197.920898
	Iteration 17Q: 3 clusters Score -3999809 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4000137.250000 Penalty: 5197.920898
	Iteration 18Q: 3 clusters Score -4000137 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4000312.000000 Penalty: 5197.920898
	Iteration 19Q: 3 clusters Score -4000312 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4000442.750000 Penalty: 5197.920898
	Iteration 20F: 3 clusters Score -4000443 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4000549.500000 Penalty: 5197.920898
	Iteration 21Q: 3 clusters Score -4000550 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4000633.750000 Penalty: 5197.920898
	Iteration 22Q: 3 clusters Score -4000634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4000692.250000 Penalty: 5197.920898
	Iteration 23Q: 3 clusters Score -4000692 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4000726.500000 Penalty: 5197.920898
	Iteration 24Q: 3 clusters Score -4000726 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4000763.750000 Penalty: 5197.920898
	Iteration 25Q: 3 clusters Score -4000764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4000802.500000 Penalty: 5197.920898
	Iteration 26Q: 3 clusters Score -4000802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4000837.250000 Penalty: 5197.920898
	Iteration 27Q: 3 clusters Score -4000837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4000880.250000 Penalty: 5197.920898
	Iteration 28Q: 3 clusters Score -4000880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4000904.250000 Penalty: 5197.920898
	Iteration 29Q: 3 clusters Score -4000904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4000925.500000 Penalty: 5197.920898
	Iteration 30Q: 3 clusters Score -4000926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4000938.500000 Penalty: 5197.920898
	Iteration 31Q: 3 clusters Score -4000938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4000943.250000 Penalty: 5197.920898
	Iteration 32Q: 3 clusters Score -4000943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4000954.250000 Penalty: 5197.920898
	Iteration 33Q: 3 clusters Score -4000954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4000957.500000 Penalty: 5197.920898
	Iteration 34Q: 3 clusters Score -4000958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4000962.250000 Penalty: 5197.920898
	Iteration 35Q: 3 clusters Score -4000962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4000985.500000 Penalty: 5197.920898
	Iteration 36Q: 3 clusters Score -4000986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4000998.250000 Penalty: 5197.920898
	Iteration 37Q: 3 clusters Score -4000998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4001014.000000 Penalty: 5197.920898
	Iteration 38Q: 3 clusters Score -4001014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4001021.500000 Penalty: 5197.920898
	Iteration 39Q: 3 clusters Score -4001022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4001024.750000 Penalty: 5197.920898
	Iteration 40F: 3 clusters Score -4001025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4001033.750000 Penalty: 5197.920898
	Iteration 41Q: 3 clusters Score -4001034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4001029.500000 Penalty: 5197.920898
	Iteration 42Q: 3 clusters Score -4001030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4001035.250000 Penalty: 5197.920898
	Iteration 43Q: 3 clusters Score -4001035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4001046.500000 Penalty: 5197.920898
	Iteration 44Q: 3 clusters Score -4001046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4001045.500000 Penalty: 5197.920898
	Iteration 45Q: 3 clusters Score -4001046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4001054.500000 Penalty: 5197.920898
	Iteration 46Q: 3 clusters Score -4001054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4001056.500000 Penalty: 5197.920898
	Iteration 47Q: 3 clusters Score -4001056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4001070.250000 Penalty: 5197.920898
	Iteration 48Q: 3 clusters Score -4001070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4001071.250000 Penalty: 5197.920898
	Iteration 49Q: 3 clusters Score -4001071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4001086.750000 Penalty: 5197.920898
	Iteration 50Q: 3 clusters Score -4001087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4001088.750000 Penalty: 5197.920898
	Iteration 51Q: 3 clusters Score -4001089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4001091.750000 Penalty: 5197.920898
	Iteration 52Q: 3 clusters Score -4001092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4001100.750000 Penalty: 5197.920898
	Iteration 53Q: 3 clusters Score -4001101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4001099.250000 Penalty: 5197.920898
	Iteration 54Q: 3 clusters Score -4001099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4001096.500000 Penalty: 5197.920898
	Iteration 55Q: 3 clusters Score -4001096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4001099.500000 Penalty: 5197.920898
	Iteration 56Q: 3 clusters Score -4001100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4001099.500000 Penalty: 5197.920898
	Iteration 57Q: 3 clusters Score -4001100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4001099.750000 Penalty: 5197.920898
	Iteration 58Q: 3 clusters Score -4001100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -4001106.750000 Penalty: 5197.920898
	Iteration 59Q: 3 clusters Score -4001107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4001104.250000 Penalty: 5197.920898
	Iteration 60F: 3 clusters Score -4001104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4001102.000000 Penalty: 5197.920898
	Iteration 61Q: 3 clusters Score -4001102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4001105.750000 Penalty: 5197.920898
	Iteration 62Q: 3 clusters Score -4001106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -4001112.500000 Penalty: 5197.920898
	Iteration 63Q: 3 clusters Score -4001112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4001105.500000 Penalty: 5197.920898
	Iteration 64Q: 3 clusters Score -4001106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4001107.750000 Penalty: 5197.920898
	Iteration 65Q: 3 clusters Score -4001108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4001107.750000 Penalty: 5197.920898
	Iteration 66F: 3 clusters Score -4001108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (129721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129721 members 
Entering Unmasked Estep 
Score: -14943339.000000 Penalty: 2919.739014
	Iteration 0F: 2 clusters Score -1.494334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -14856607.000000 Penalty: 5839.478027
	Iteration 0F: 3 clusters Score -1.485661e+07 nChanged 61608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -14892225.000000 Penalty: 5839.478027
	Iteration 1F: 3 clusters Score -1.489222e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -14893765.000000 Penalty: 5839.478027
	Iteration 2Q: 3 clusters Score -1.489376e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -14896006.000000 Penalty: 5839.478027
	Iteration 3Q: 3 clusters Score -1.489601e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -14900097.000000 Penalty: 5839.478027
	Iteration 4F: 3 clusters Score -1.49001e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -14907265.000000 Penalty: 5839.478027
	Iteration 5F: 3 clusters Score -1.490726e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -14917861.000000 Penalty: 5839.478027
	Iteration 6F: 3 clusters Score -1.491786e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -14928891.000000 Penalty: 5839.478027
	Iteration 7F: 3 clusters Score -1.492889e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -14936136.000000 Penalty: 5839.478027
	Iteration 8F: 3 clusters Score -1.493614e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -14939070.000000 Penalty: 5839.478027
	Iteration 9Q: 3 clusters Score -1.493907e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 128339 members 
Entering Unmasked Estep 
Score: -14940178.000000 Penalty: 5839.478027
	Iteration 10Q: 3 clusters Score -1.494018e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -14940637.000000 Penalty: 5839.478027
	Iteration 11Q: 3 clusters Score -1.494064e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 128827 members 
Entering Unmasked Estep 
Score: -14940853.000000 Penalty: 5839.478027
	Iteration 12Q: 3 clusters Score -1.494085e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -14940963.000000 Penalty: 5839.478027
	Iteration 13Q: 3 clusters Score -1.494096e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 128902 members 
Entering Unmasked Estep 
Score: -14941029.000000 Penalty: 5839.478027
	Iteration 14Q: 3 clusters Score -1.494103e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -14941050.000000 Penalty: 5839.478027
	Iteration 15Q: 3 clusters Score -1.494105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -14941078.000000 Penalty: 5839.478027
	Iteration 16Q: 3 clusters Score -1.494108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128928 members 
Entering Unmasked Estep 
Score: -14941096.000000 Penalty: 5839.478027
	Iteration 17Q: 3 clusters Score -1.49411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128926 members 
Entering Unmasked Estep 
Score: -14941089.000000 Penalty: 5839.478027
	Iteration 18Q: 3 clusters Score -1.494109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 128919 members 
Entering Unmasked Estep 
Score: -14941100.000000 Penalty: 5839.478027
	Iteration 19Q: 3 clusters Score -1.49411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -14941113.000000 Penalty: 5839.478027
	Iteration 20F: 3 clusters Score -1.494111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -14941120.000000 Penalty: 5839.478027
	Iteration 21Q: 3 clusters Score -1.494112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128926 members 
Entering Unmasked Estep 
Score: -14941121.000000 Penalty: 5839.478027
	Iteration 22Q: 3 clusters Score -1.494112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128928 members 
Entering Unmasked Estep 
Score: -14941117.000000 Penalty: 5839.478027
	Iteration 23Q: 3 clusters Score -1.494112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -14941132.000000 Penalty: 5839.478027
	Iteration 24Q: 3 clusters Score -1.494113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -14941136.000000 Penalty: 5839.478027
	Iteration 25Q: 3 clusters Score -1.494114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -14941149.000000 Penalty: 5839.478027
	Iteration 26Q: 3 clusters Score -1.494115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -14941150.000000 Penalty: 5839.478027
	Iteration 27Q: 3 clusters Score -1.494115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -14941143.000000 Penalty: 5839.478027
	Iteration 28Q: 3 clusters Score -1.494114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 128939 members 
Entering Unmasked Estep 
Score: -14941145.000000 Penalty: 5839.478027
	Iteration 29Q: 3 clusters Score -1.494114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -14941129.000000 Penalty: 5839.478027
	Iteration 30Q: 3 clusters Score -1.494113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -14941143.000000 Penalty: 5839.478027
	Iteration 31Q: 3 clusters Score -1.494114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -14941137.000000 Penalty: 5839.478027
	Iteration 32Q: 3 clusters Score -1.494114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128942 members 
Entering Unmasked Estep 
Score: -14941130.000000 Penalty: 5839.478027
	Iteration 33Q: 3 clusters Score -1.494113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128942 members 
Entering Unmasked Estep 
Score: -14941149.000000 Penalty: 5839.478027
	Iteration 34Q: 3 clusters Score -1.494115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -14941152.000000 Penalty: 5839.478027
	Iteration 35Q: 3 clusters Score -1.494115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -14941151.000000 Penalty: 5839.478027
	Iteration 36Q: 3 clusters Score -1.494115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 128945 members 
Entering Unmasked Estep 
Score: -14941157.000000 Penalty: 5839.478027
	Iteration 37Q: 3 clusters Score -1.494116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128942 members 
Entering Unmasked Estep 
Score: -14941151.000000 Penalty: 5839.478027
	Iteration 38Q: 3 clusters Score -1.494115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 128941 members 
Entering Unmasked Estep 
Score: -14941159.000000 Penalty: 5839.478027
	Iteration 39Q: 3 clusters Score -1.494116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128942 members 
Entering Unmasked Estep 
Score: -14941165.000000 Penalty: 5839.478027
	Iteration 40F: 3 clusters Score -1.494116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -14941159.000000 Penalty: 5839.478027
	Iteration 41Q: 3 clusters Score -1.494116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 128941 members 
Entering Unmasked Estep 
Score: -14941161.000000 Penalty: 5839.478027
	Iteration 42Q: 3 clusters Score -1.494116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 128947 members 
Entering Unmasked Estep 
Score: -14941168.000000 Penalty: 5839.478027
	Iteration 43Q: 3 clusters Score -1.494117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 128948 members 
Entering Unmasked Estep 
Score: -14941161.000000 Penalty: 5839.478027
	Iteration 44Q: 3 clusters Score -1.494116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -14941164.000000 Penalty: 5839.478027
	Iteration 45Q: 3 clusters Score -1.494116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -14941163.000000 Penalty: 5839.478027
	Iteration 46Q: 3 clusters Score -1.494116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -14941163.000000 Penalty: 5839.478027
	Iteration 47F: 3 clusters Score -1.494116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -148288.265625 Penalty: 1811.853271
	Iteration 0F: 2 clusters Score -148288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -146214.156250 Penalty: 3623.706543
	Iteration 0F: 3 clusters Score -146214.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -147370.984375 Penalty: 3623.706543
	Iteration 1F: 3 clusters Score -147371 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -148313.765625 Penalty: 3623.706543
	Iteration 2F: 3 clusters Score -148313.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -148895.968750 Penalty: 3623.706543
	Iteration 3F: 3 clusters Score -148896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -149163.078125 Penalty: 3623.706543
	Iteration 4F: 3 clusters Score -149163.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149260.296875 Penalty: 3623.706543
	Iteration 5Q: 3 clusters Score -149260.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -149302.671875 Penalty: 3623.706543
	Iteration 6Q: 3 clusters Score -149302.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -149383.875000 Penalty: 3623.706543
	Iteration 7Q: 3 clusters Score -149383.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -149486.843750 Penalty: 3623.706543
	Iteration 8Q: 3 clusters Score -149486.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -149555.375000 Penalty: 3623.706543
	Iteration 9Q: 3 clusters Score -149555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -149651.031250 Penalty: 3623.706543
	Iteration 10Q: 3 clusters Score -149651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -149661.312500 Penalty: 3623.706543
	Iteration 11Q: 3 clusters Score -149661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -149664.796875 Penalty: 3623.706543
	Iteration 12Q: 3 clusters Score -149664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -149664.796875 Penalty: 3623.706543
	Iteration 13F: 3 clusters Score -149664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 319861 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 71614 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 21683 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 39418 members 
Mstep: Class 18 contains 63913 members 
Mstep: Class 19 contains 35585 members 
Mstep: Class 20 contains 129721 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 205862 members 
Entering Unmasked Estep 
Score: -114618672.000000 Penalty: 68609.085938
Splitting cluster 21 changes total score from -114602520.000000 to -114618672.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 22 (205862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205862 members 
Entering Unmasked Estep 
Score: -23637904.000000 Penalty: 3034.270508
	Iteration 0F: 2 clusters Score -2.36379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -23512294.000000 Penalty: 6068.541016
	Iteration 0F: 3 clusters Score -2.351229e+07 nChanged 98881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -23569830.000000 Penalty: 6068.541016
	Iteration 1F: 3 clusters Score -2.356983e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -23570984.000000 Penalty: 6068.541016
	Iteration 2Q: 3 clusters Score -2.357098e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 87039 members 
Entering Unmasked Estep 
Score: -23573456.000000 Penalty: 6068.541016
	Iteration 3Q: 3 clusters Score -2.357346e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127710 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -23577446.000000 Penalty: 6068.541016
	Iteration 4Q: 3 clusters Score -2.357745e+07 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140796 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -23585784.000000 Penalty: 6068.541016
	Iteration 5F: 3 clusters Score -2.358578e+07 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158566 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -23599230.000000 Penalty: 6068.541016
	Iteration 6F: 3 clusters Score -2.359923e+07 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178058 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -23614450.000000 Penalty: 6068.541016
	Iteration 7F: 3 clusters Score -2.361445e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192928 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -23625478.000000 Penalty: 6068.541016
	Iteration 8F: 3 clusters Score -2.362548e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200941 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -23631438.000000 Penalty: 6068.541016
	Iteration 9Q: 3 clusters Score -2.363144e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204063 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23633812.000000 Penalty: 6068.541016
	Iteration 10Q: 3 clusters Score -2.363381e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204999 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -23634638.000000 Penalty: 6068.541016
	Iteration 11Q: 3 clusters Score -2.363464e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -23634912.000000 Penalty: 6068.541016
	Iteration 12Q: 3 clusters Score -2.363491e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23635102.000000 Penalty: 6068.541016
	Iteration 13Q: 3 clusters Score -2.36351e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23635182.000000 Penalty: 6068.541016
	Iteration 14Q: 3 clusters Score -2.363518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23635228.000000 Penalty: 6068.541016
	Iteration 15Q: 3 clusters Score -2.363523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23635254.000000 Penalty: 6068.541016
	Iteration 16Q: 3 clusters Score -2.363525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205495 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23635256.000000 Penalty: 6068.541016
	Iteration 17Q: 3 clusters Score -2.363526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23635258.000000 Penalty: 6068.541016
	Iteration 18Q: 3 clusters Score -2.363526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23635262.000000 Penalty: 6068.541016
	Iteration 19Q: 3 clusters Score -2.363526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23635256.000000 Penalty: 6068.541016
	Iteration 20F: 3 clusters Score -2.363526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23635268.000000 Penalty: 6068.541016
	Iteration 21Q: 3 clusters Score -2.363527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205495 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23635266.000000 Penalty: 6068.541016
	Iteration 22Q: 3 clusters Score -2.363527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23635276.000000 Penalty: 6068.541016
	Iteration 23Q: 3 clusters Score -2.363528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23635286.000000 Penalty: 6068.541016
	Iteration 24Q: 3 clusters Score -2.363529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205489 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23635280.000000 Penalty: 6068.541016
	Iteration 25Q: 3 clusters Score -2.363528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23635306.000000 Penalty: 6068.541016
	Iteration 26Q: 3 clusters Score -2.363531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23635310.000000 Penalty: 6068.541016
	Iteration 27Q: 3 clusters Score -2.363531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23635316.000000 Penalty: 6068.541016
	Iteration 28Q: 3 clusters Score -2.363532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23635326.000000 Penalty: 6068.541016
	Iteration 29Q: 3 clusters Score -2.363533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23635326.000000 Penalty: 6068.541016
	Iteration 30F: 3 clusters Score -2.363533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 3 contains 319861 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 71614 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 9 contains 21683 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 39418 members 
Mstep: Class 18 contains 63913 members 
Mstep: Class 19 contains 35585 members 
Mstep: Class 20 contains 129721 members 
Mstep: Class 21 contains 481 members 
Mstep: Class 22 contains 205862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114619272.000000 Penalty: 68609.085938
Iteration 39Q: 21 clusters Score -1.146193e+08 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 3411 members 
Mstep: Class 3 contains 319752 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 71594 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 21636 members 
Mstep: Class 10 contains 17862 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 39968 members 
Mstep: Class 18 contains 63865 members 
Mstep: Class 19 contains 35247 members 
Mstep: Class 20 contains 129562 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 205838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114625232.000000 Penalty: 68609.085938
Iteration 40F: 21 clusters Score -1.146252e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 319611 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 71490 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 21588 members 
Mstep: Class 10 contains 17810 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 40363 members 
Mstep: Class 18 contains 63814 members 
Mstep: Class 19 contains 35013 members 
Mstep: Class 20 contains 129407 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 205680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626400.000000 Penalty: 68609.085938
Iteration 41Q: 21 clusters Score -1.146264e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 319593 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 71424 members 
Mstep: Class 6 contains 8399 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 17768 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 40640 members 
Mstep: Class 18 contains 63781 members 
Mstep: Class 19 contains 34850 members 
Mstep: Class 20 contains 129293 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 205509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626640.000000 Penalty: 68609.085938
Iteration 42Q: 21 clusters Score -1.146266e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 319600 members 
Mstep: Class 4 contains 1102 members 
Mstep: Class 5 contains 71324 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 17729 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 18 contains 63758 members 
Mstep: Class 19 contains 34723 members 
Mstep: Class 20 contains 129206 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 205386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626736.000000 Penalty: 68609.085938
Iteration 43Q: 21 clusters Score -1.146267e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 319635 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 71232 members 
Mstep: Class 6 contains 8449 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21541 members 
Mstep: Class 10 contains 17708 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 40978 members 
Mstep: Class 18 contains 63738 members 
Mstep: Class 19 contains 34624 members 
Mstep: Class 20 contains 129120 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626800.000000 Penalty: 68609.085938
Iteration 44Q: 21 clusters Score -1.146268e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 3 contains 319657 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 71136 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 17700 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 18 contains 63724 members 
Mstep: Class 19 contains 34548 members 
Mstep: Class 20 contains 129044 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626960.000000 Penalty: 68609.085938
Iteration 45Q: 21 clusters Score -1.14627e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 319689 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 71044 members 
Mstep: Class 6 contains 8473 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 41170 members 
Mstep: Class 18 contains 63708 members 
Mstep: Class 19 contains 34485 members 
Mstep: Class 20 contains 128966 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627016.000000 Penalty: 68609.085938
Iteration 46Q: 21 clusters Score -1.14627e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 319690 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70963 members 
Mstep: Class 6 contains 8473 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 17681 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4215 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 41216 members 
Mstep: Class 18 contains 63699 members 
Mstep: Class 19 contains 34445 members 
Mstep: Class 20 contains 128905 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627160.000000 Penalty: 68609.085938
Iteration 47Q: 21 clusters Score -1.146272e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 319646 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70903 members 
Mstep: Class 6 contains 8486 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21502 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 41249 members 
Mstep: Class 18 contains 63691 members 
Mstep: Class 19 contains 34435 members 
Mstep: Class 20 contains 128862 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627216.000000 Penalty: 68609.085938
Iteration 48Q: 21 clusters Score -1.146272e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 319654 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70850 members 
Mstep: Class 6 contains 8490 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21500 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 41242 members 
Mstep: Class 18 contains 63679 members 
Mstep: Class 19 contains 34417 members 
Mstep: Class 20 contains 128818 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 21 clusters Score -1.146275e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 319633 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70799 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2065 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21498 members 
Mstep: Class 10 contains 17650 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 18 contains 63681 members 
Mstep: Class 19 contains 34410 members 
Mstep: Class 20 contains 128782 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627568.000000 Penalty: 68609.085938
Iteration 50Q: 21 clusters Score -1.146276e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 5505 members 
Mstep: Class 3 contains 319627 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70751 members 
Mstep: Class 6 contains 8497 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 17651 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4191 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 41157 members 
Mstep: Class 18 contains 63677 members 
Mstep: Class 19 contains 34396 members 
Mstep: Class 20 contains 128763 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 21 clusters Score -1.146277e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 5670 members 
Mstep: Class 3 contains 319617 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70718 members 
Mstep: Class 6 contains 8498 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21492 members 
Mstep: Class 10 contains 17655 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 41074 members 
Mstep: Class 18 contains 63671 members 
Mstep: Class 19 contains 34393 members 
Mstep: Class 20 contains 128741 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627656.000000 Penalty: 68609.085938
Iteration 52Q: 21 clusters Score -1.146277e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 319618 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70684 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4186 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40973 members 
Mstep: Class 18 contains 63661 members 
Mstep: Class 19 contains 34385 members 
Mstep: Class 20 contains 128722 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 21 clusters Score -1.146278e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 5974 members 
Mstep: Class 3 contains 319601 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70664 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21483 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40888 members 
Mstep: Class 18 contains 63656 members 
Mstep: Class 19 contains 34374 members 
Mstep: Class 20 contains 128703 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627832.000000 Penalty: 68609.085938
Iteration 54Q: 21 clusters Score -1.146278e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 319605 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70624 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21480 members 
Mstep: Class 10 contains 17660 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 18 contains 63653 members 
Mstep: Class 19 contains 34362 members 
Mstep: Class 20 contains 128688 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -1.146278e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 319612 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70589 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21480 members 
Mstep: Class 10 contains 17663 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 4186 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40694 members 
Mstep: Class 18 contains 63645 members 
Mstep: Class 19 contains 34352 members 
Mstep: Class 20 contains 128669 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627968.000000 Penalty: 68609.085938
Iteration 56Q: 21 clusters Score -1.14628e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 6398 members 
Mstep: Class 3 contains 319614 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70555 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21478 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 18 contains 63641 members 
Mstep: Class 19 contains 34348 members 
Mstep: Class 20 contains 128660 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627944.000000 Penalty: 68609.085938
Iteration 57Q: 21 clusters Score -1.146279e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 6535 members 
Mstep: Class 3 contains 319631 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70529 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21476 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 40469 members 
Mstep: Class 18 contains 63636 members 
Mstep: Class 19 contains 34339 members 
Mstep: Class 20 contains 128648 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628000.000000 Penalty: 68609.085938
Iteration 58Q: 21 clusters Score -1.14628e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 319655 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70515 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21469 members 
Mstep: Class 10 contains 17675 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 40332 members 
Mstep: Class 18 contains 63635 members 
Mstep: Class 19 contains 34329 members 
Mstep: Class 20 contains 128637 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205140 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -1.146279e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 319684 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70501 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21468 members 
Mstep: Class 10 contains 17681 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 40198 members 
Mstep: Class 18 contains 63633 members 
Mstep: Class 19 contains 34319 members 
Mstep: Class 20 contains 128631 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114627880.000000 Penalty: 68609.085938
Iteration 60F: 21 clusters Score -1.146279e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 319708 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70484 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21468 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 40045 members 
Mstep: Class 18 contains 63629 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 128626 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -1.14628e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 7123 members 
Mstep: Class 3 contains 319713 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70461 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 39899 members 
Mstep: Class 18 contains 63629 members 
Mstep: Class 19 contains 34299 members 
Mstep: Class 20 contains 128619 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -1.14628e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 319737 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70452 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 17682 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 39706 members 
Mstep: Class 18 contains 63626 members 
Mstep: Class 19 contains 34288 members 
Mstep: Class 20 contains 128614 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 21 clusters Score -1.14628e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 7507 members 
Mstep: Class 3 contains 319753 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70437 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 17683 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 39509 members 
Mstep: Class 18 contains 63625 members 
Mstep: Class 19 contains 34281 members 
Mstep: Class 20 contains 128606 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205164 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.146281e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 319755 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70425 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21468 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 39319 members 
Mstep: Class 18 contains 63620 members 
Mstep: Class 19 contains 34274 members 
Mstep: Class 20 contains 128604 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205167 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.146282e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 7894 members 
Mstep: Class 3 contains 319769 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70413 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 39125 members 
Mstep: Class 18 contains 63618 members 
Mstep: Class 19 contains 34270 members 
Mstep: Class 20 contains 128601 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205168 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.146282e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 319776 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70411 members 
Mstep: Class 6 contains 8499 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21467 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 38939 members 
Mstep: Class 18 contains 63625 members 
Mstep: Class 19 contains 34268 members 
Mstep: Class 20 contains 128592 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205190 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.146281e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 8210 members 
Mstep: Class 3 contains 319776 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70399 members 
Mstep: Class 6 contains 8498 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 38766 members 
Mstep: Class 18 contains 63632 members 
Mstep: Class 19 contains 34265 members 
Mstep: Class 20 contains 128588 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205200 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.146281e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 319780 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70379 members 
Mstep: Class 6 contains 8499 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 17690 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 38597 members 
Mstep: Class 18 contains 63641 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 128582 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205213 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -1.146282e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 319771 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70360 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 17690 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 38416 members 
Mstep: Class 18 contains 63648 members 
Mstep: Class 19 contains 34257 members 
Mstep: Class 20 contains 128570 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628392.000000 Penalty: 68609.085938
Iteration 70Q: 21 clusters Score -1.146284e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 319771 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70351 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21462 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 38214 members 
Mstep: Class 18 contains 63655 members 
Mstep: Class 19 contains 34250 members 
Mstep: Class 20 contains 128561 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628464.000000 Penalty: 68609.085938
Iteration 71Q: 21 clusters Score -1.146285e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 8937 members 
Mstep: Class 3 contains 319787 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70344 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 18 contains 63660 members 
Mstep: Class 19 contains 34251 members 
Mstep: Class 20 contains 128558 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628384.000000 Penalty: 68609.085938
Iteration 72Q: 21 clusters Score -1.146284e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 319794 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70352 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21460 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 37772 members 
Mstep: Class 18 contains 63670 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 128551 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628360.000000 Penalty: 68609.085938
Iteration 73Q: 21 clusters Score -1.146284e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 319813 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70346 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21460 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 37574 members 
Mstep: Class 18 contains 63677 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 128545 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628384.000000 Penalty: 68609.085938
Iteration 74Q: 21 clusters Score -1.146284e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 9449 members 
Mstep: Class 3 contains 319826 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70353 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 37367 members 
Mstep: Class 18 contains 63689 members 
Mstep: Class 19 contains 34244 members 
Mstep: Class 20 contains 128537 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628472.000000 Penalty: 68609.085938
Iteration 75Q: 21 clusters Score -1.146285e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 9648 members 
Mstep: Class 3 contains 319822 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70345 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 37149 members 
Mstep: Class 18 contains 63704 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 128531 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628480.000000 Penalty: 68609.085938
Iteration 76Q: 21 clusters Score -1.146285e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 319838 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70345 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21460 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36904 members 
Mstep: Class 18 contains 63706 members 
Mstep: Class 19 contains 34239 members 
Mstep: Class 20 contains 128530 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628408.000000 Penalty: 68609.085938
Iteration 77Q: 21 clusters Score -1.146284e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 10111 members 
Mstep: Class 3 contains 319831 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 5 contains 70345 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21462 members 
Mstep: Class 10 contains 17689 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36675 members 
Mstep: Class 18 contains 63709 members 
Mstep: Class 19 contains 34234 members 
Mstep: Class 20 contains 128528 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114628528.000000 Penalty: 68609.085938
Iteration 78Q: 21 clusters Score -1.146285e+08 nChanged 481
Entering ConstructFrom: 
Score: -114628528.000000 Penalty: 68609.085938
Entering ConstructFrom: 
Trying to split cluster 1 (85458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Entering Unmasked Estep 
Score: -9934965.000000 Penalty: 2816.233643
	Iteration 0F: 2 clusters Score -9934965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -9877559.000000 Penalty: 5632.467285
	Iteration 0F: 3 clusters Score -9877559 nChanged 40164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9901089.000000 Penalty: 5632.467285
	Iteration 1F: 3 clusters Score -9901089 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -9902622.000000 Penalty: 5632.467285
	Iteration 2Q: 3 clusters Score -9902622 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -9905400.000000 Penalty: 5632.467285
	Iteration 3F: 3 clusters Score -9905400 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -9910067.000000 Penalty: 5632.467285
	Iteration 4F: 3 clusters Score -9910067 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -9916956.000000 Penalty: 5632.467285
	Iteration 5F: 3 clusters Score -9916956 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -9924096.000000 Penalty: 5632.467285
	Iteration 6F: 3 clusters Score -9924096 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -9929091.000000 Penalty: 5632.467285
	Iteration 7F: 3 clusters Score -9929091 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -9931995.000000 Penalty: 5632.467285
	Iteration 8Q: 3 clusters Score -9931995 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -9933171.000000 Penalty: 5632.467285
	Iteration 9Q: 3 clusters Score -9933171 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -9933538.000000 Penalty: 5632.467285
	Iteration 10Q: 3 clusters Score -9933538 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -9933641.000000 Penalty: 5632.467285
	Iteration 11Q: 3 clusters Score -9933641 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -9933692.000000 Penalty: 5632.467285
	Iteration 12Q: 3 clusters Score -9933692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -9933719.000000 Penalty: 5632.467285
	Iteration 13Q: 3 clusters Score -9933719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -9933752.000000 Penalty: 5632.467285
	Iteration 14Q: 3 clusters Score -9933752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -9933770.000000 Penalty: 5632.467285
	Iteration 15Q: 3 clusters Score -9933770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -9933776.000000 Penalty: 5632.467285
	Iteration 16Q: 3 clusters Score -9933776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -9933778.000000 Penalty: 5632.467285
	Iteration 17Q: 3 clusters Score -9933778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -9933768.000000 Penalty: 5632.467285
	Iteration 18Q: 3 clusters Score -9933768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -9933763.000000 Penalty: 5632.467285
	Iteration 19Q: 3 clusters Score -9933763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -9933769.000000 Penalty: 5632.467285
	Iteration 20F: 3 clusters Score -9933769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -9933761.000000 Penalty: 5632.467285
	Iteration 21Q: 3 clusters Score -9933761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -9933763.000000 Penalty: 5632.467285
	Iteration 22Q: 3 clusters Score -9933763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -9933762.000000 Penalty: 5632.467285
	Iteration 23Q: 3 clusters Score -9933762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -9933768.000000 Penalty: 5632.467285
	Iteration 24Q: 3 clusters Score -9933768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -9933769.000000 Penalty: 5632.467285
	Iteration 25Q: 3 clusters Score -9933769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -9933774.000000 Penalty: 5632.467285
	Iteration 26Q: 3 clusters Score -9933774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -9933781.000000 Penalty: 5632.467285
	Iteration 27Q: 3 clusters Score -9933781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -9933790.000000 Penalty: 5632.467285
	Iteration 28Q: 3 clusters Score -9933790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -9933791.000000 Penalty: 5632.467285
	Iteration 29Q: 3 clusters Score -9933791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -9933792.000000 Penalty: 5632.467285
	Iteration 30Q: 3 clusters Score -9933792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -9933787.000000 Penalty: 5632.467285
	Iteration 31Q: 3 clusters Score -9933787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -9933800.000000 Penalty: 5632.467285
	Iteration 32Q: 3 clusters Score -9933800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -9933801.000000 Penalty: 5632.467285
	Iteration 33Q: 3 clusters Score -9933801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -9933808.000000 Penalty: 5632.467285
	Iteration 34Q: 3 clusters Score -9933808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -9933792.000000 Penalty: 5632.467285
	Iteration 35Q: 3 clusters Score -9933792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -9933808.000000 Penalty: 5632.467285
	Iteration 36Q: 3 clusters Score -9933808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -9933819.000000 Penalty: 5632.467285
	Iteration 37Q: 3 clusters Score -9933819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -9933820.000000 Penalty: 5632.467285
	Iteration 38Q: 3 clusters Score -9933820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -9933815.000000 Penalty: 5632.467285
	Iteration 39Q: 3 clusters Score -9933815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -9933815.000000 Penalty: 5632.467285
	Iteration 40F: 3 clusters Score -9933815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Entering Unmasked Estep 
Score: -1231175.625000 Penalty: 2292.815674
	Iteration 0F: 2 clusters Score -1231176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1223302.000000 Penalty: 4585.631348
	Iteration 0F: 3 clusters Score -1223302 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1225602.500000 Penalty: 4585.631348
	Iteration 1F: 3 clusters Score -1225602 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1225843.125000 Penalty: 4585.631348
	Iteration 2F: 3 clusters Score -1225843 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1226000.750000 Penalty: 4585.631348
	Iteration 3Q: 3 clusters Score -1226001 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1226137.000000 Penalty: 4585.631348
	Iteration 4Q: 3 clusters Score -1226137 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1226244.125000 Penalty: 4585.631348
	Iteration 5Q: 3 clusters Score -1226244 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1226326.375000 Penalty: 4585.631348
	Iteration 6Q: 3 clusters Score -1226326 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1226400.500000 Penalty: 4585.631348
	Iteration 7Q: 3 clusters Score -1226400 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1226459.875000 Penalty: 4585.631348
	Iteration 8Q: 3 clusters Score -1226460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1226519.750000 Penalty: 4585.631348
	Iteration 9Q: 3 clusters Score -1226520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1226582.125000 Penalty: 4585.631348
	Iteration 10Q: 3 clusters Score -1226582 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1226647.875000 Penalty: 4585.631348
	Iteration 11Q: 3 clusters Score -1226648 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1226734.625000 Penalty: 4585.631348
	Iteration 12Q: 3 clusters Score -1226735 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1226831.875000 Penalty: 4585.631348
	Iteration 13Q: 3 clusters Score -1226832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1226956.500000 Penalty: 4585.631348
	Iteration 14Q: 3 clusters Score -1226956 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1227123.250000 Penalty: 4585.631348
	Iteration 15Q: 3 clusters Score -1227123 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1227326.125000 Penalty: 4585.631348
	Iteration 16Q: 3 clusters Score -1227326 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1227548.375000 Penalty: 4585.631348
	Iteration 17Q: 3 clusters Score -1227548 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1227809.625000 Penalty: 4585.631348
	Iteration 18Q: 3 clusters Score -1227810 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1228127.125000 Penalty: 4585.631348
	Iteration 19Q: 3 clusters Score -1228127 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1228386.375000 Penalty: 4585.631348
	Iteration 20F: 3 clusters Score -1228386 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1228573.250000 Penalty: 4585.631348
	Iteration 21Q: 3 clusters Score -1228573 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1228724.625000 Penalty: 4585.631348
	Iteration 22Q: 3 clusters Score -1228725 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1228845.500000 Penalty: 4585.631348
	Iteration 23Q: 3 clusters Score -1228846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1228943.375000 Penalty: 4585.631348
	Iteration 24Q: 3 clusters Score -1228943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1229013.500000 Penalty: 4585.631348
	Iteration 25Q: 3 clusters Score -1229014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1229057.375000 Penalty: 4585.631348
	Iteration 26Q: 3 clusters Score -1229057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1229090.125000 Penalty: 4585.631348
	Iteration 27Q: 3 clusters Score -1229090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1229114.875000 Penalty: 4585.631348
	Iteration 28Q: 3 clusters Score -1229115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1229131.625000 Penalty: 4585.631348
	Iteration 29Q: 3 clusters Score -1229132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1229146.875000 Penalty: 4585.631348
	Iteration 30Q: 3 clusters Score -1229147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1229156.500000 Penalty: 4585.631348
	Iteration 31Q: 3 clusters Score -1229156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1229160.375000 Penalty: 4585.631348
	Iteration 32Q: 3 clusters Score -1229160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1229166.875000 Penalty: 4585.631348
	Iteration 33Q: 3 clusters Score -1229167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1229172.875000 Penalty: 4585.631348
	Iteration 34Q: 3 clusters Score -1229173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1229176.750000 Penalty: 4585.631348
	Iteration 35Q: 3 clusters Score -1229177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1229177.875000 Penalty: 4585.631348
	Iteration 36Q: 3 clusters Score -1229178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1229181.750000 Penalty: 4585.631348
	Iteration 37Q: 3 clusters Score -1229182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1229182.000000 Penalty: 4585.631348
	Iteration 38Q: 3 clusters Score -1229182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1229183.625000 Penalty: 4585.631348
	Iteration 39Q: 3 clusters Score -1229184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1229185.500000 Penalty: 4585.631348
	Iteration 40F: 3 clusters Score -1229186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1229188.375000 Penalty: 4585.631348
	Iteration 41Q: 3 clusters Score -1229188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1229190.750000 Penalty: 4585.631348
	Iteration 42Q: 3 clusters Score -1229191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1229194.500000 Penalty: 4585.631348
	Iteration 43Q: 3 clusters Score -1229194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1229197.250000 Penalty: 4585.631348
	Iteration 44Q: 3 clusters Score -1229197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1229198.625000 Penalty: 4585.631348
	Iteration 45Q: 3 clusters Score -1229199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1229198.625000 Penalty: 4585.631348
	Iteration 46F: 3 clusters Score -1229199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (319825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319825 members 
Entering Unmasked Estep 
Score: -36578264.000000 Penalty: 3143.531250
	Iteration 0F: 2 clusters Score -3.657826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -36382148.000000 Penalty: 6287.062500
	Iteration 0F: 3 clusters Score -3.638215e+07 nChanged 155171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -36473252.000000 Penalty: 6287.062500
	Iteration 1F: 3 clusters Score -3.647325e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -36474360.000000 Penalty: 6287.062500
	Iteration 2Q: 3 clusters Score -3.647436e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -36475616.000000 Penalty: 6287.062500
	Iteration 3Q: 3 clusters Score -3.647562e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141838 members 
Mstep: Class 2 contains 177987 members 
Entering Unmasked Estep 
Score: -36477228.000000 Penalty: 6287.062500
	Iteration 4Q: 3 clusters Score -3.647723e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 187976 members 
Entering Unmasked Estep 
Score: -36480436.000000 Penalty: 6287.062500
	Iteration 5Q: 3 clusters Score -3.648044e+07 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 203001 members 
Entering Unmasked Estep 
Score: -36486816.000000 Penalty: 6287.062500
	Iteration 6Q: 3 clusters Score -3.648682e+07 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 224384 members 
Entering Unmasked Estep 
Score: -36499520.000000 Penalty: 6287.062500
	Iteration 7F: 3 clusters Score -3.649952e+07 nChanged 27327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 251701 members 
Entering Unmasked Estep 
Score: -36520028.000000 Penalty: 6287.062500
	Iteration 8F: 3 clusters Score -3.652003e+07 nChanged 28547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 280242 members 
Entering Unmasked Estep 
Score: -36544464.000000 Penalty: 6287.062500
	Iteration 9F: 3 clusters Score -3.654446e+07 nChanged 21533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 301773 members 
Entering Unmasked Estep 
Score: -36562864.000000 Penalty: 6287.062500
	Iteration 10F: 3 clusters Score -3.656286e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 313020 members 
Entering Unmasked Estep 
Score: -36570912.000000 Penalty: 6287.062500
	Iteration 11Q: 3 clusters Score -3.657091e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 317396 members 
Entering Unmasked Estep 
Score: -36573860.000000 Penalty: 6287.062500
	Iteration 12Q: 3 clusters Score -3.657386e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 318812 members 
Entering Unmasked Estep 
Score: -36574804.000000 Penalty: 6287.062500
	Iteration 13Q: 3 clusters Score -3.65748e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 319253 members 
Entering Unmasked Estep 
Score: -36575052.000000 Penalty: 6287.062500
	Iteration 14Q: 3 clusters Score -3.657505e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 319416 members 
Entering Unmasked Estep 
Score: -36575240.000000 Penalty: 6287.062500
	Iteration 15Q: 3 clusters Score -3.657524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 319483 members 
Entering Unmasked Estep 
Score: -36575296.000000 Penalty: 6287.062500
	Iteration 16Q: 3 clusters Score -3.65753e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319514 members 
Entering Unmasked Estep 
Score: -36575332.000000 Penalty: 6287.062500
	Iteration 17Q: 3 clusters Score -3.657533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 319531 members 
Entering Unmasked Estep 
Score: -36575344.000000 Penalty: 6287.062500
	Iteration 18Q: 3 clusters Score -3.657534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 319537 members 
Entering Unmasked Estep 
Score: -36575348.000000 Penalty: 6287.062500
	Iteration 19Q: 3 clusters Score -3.657535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319544 members 
Entering Unmasked Estep 
Score: -36575356.000000 Penalty: 6287.062500
	Iteration 20F: 3 clusters Score -3.657536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319545 members 
Entering Unmasked Estep 
Score: -36575352.000000 Penalty: 6287.062500
	Iteration 21Q: 3 clusters Score -3.657535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319548 members 
Entering Unmasked Estep 
Score: -36575348.000000 Penalty: 6287.062500
	Iteration 22Q: 3 clusters Score -3.657535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319548 members 
Entering Unmasked Estep 
Score: -36575348.000000 Penalty: 6287.062500
	Iteration 23Q: 3 clusters Score -3.657535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 319548 members 
Entering Unmasked Estep 
Score: -36575348.000000 Penalty: 6287.062500
	Iteration 24F: 3 clusters Score -3.657535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -93285.546875 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -93285.55 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 548 members 
Entering Unmasked Estep 
Score: -91455.492188 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -91455.49 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92722.351562 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -92722.35 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -93764.039062 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -93764.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94411.218750 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -94411.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -95120.921875 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -95120.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95852.265625 Penalty: 3473.971191
	Iteration 5F: 3 clusters Score -95852.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -96229.945312 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -96229.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -96316.062500 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -96316.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -96342.156250 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -96342.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -96375.679688 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -96375.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -96442.898438 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -96442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -96517.070312 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -96517.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -96631.515625 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -96631.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -96693.789062 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -96693.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -96720.492188 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -96720.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -96731.796875 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -96731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -96766.234375 Penalty: 3473.971191
	Iteration 16F: 3 clusters Score -96766.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96797.921875 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -96797.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96797.921875 Penalty: 3473.971191
	Iteration 18F: 3 clusters Score -96797.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 319825 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 70336 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36443 members 
Mstep: Class 18 contains 63713 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 128524 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205296 members 
Entering Unmasked Estep 
Score: -114630152.000000 Penalty: 72039.539062
Splitting cluster 4 changes total score from -114628528.000000 to -114630152.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 5 (70336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Entering Unmasked Estep 
Score: -8184475.000000 Penalty: 2767.937744
	Iteration 0F: 2 clusters Score -8184475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -8137330.000000 Penalty: 5535.875488
	Iteration 0F: 3 clusters Score -8137330 nChanged 32828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8155890.000000 Penalty: 5535.875488
	Iteration 1F: 3 clusters Score -8155890 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8156508.000000 Penalty: 5535.875488
	Iteration 2Q: 3 clusters Score -8156508 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -8156967.000000 Penalty: 5535.875488
	Iteration 3Q: 3 clusters Score -8156967 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -8157699.500000 Penalty: 5535.875488
	Iteration 4Q: 3 clusters Score -8157700 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -8158756.000000 Penalty: 5535.875488
	Iteration 5Q: 3 clusters Score -8158756 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -8160616.500000 Penalty: 5535.875488
	Iteration 6F: 3 clusters Score -8160616 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -8163843.500000 Penalty: 5535.875488
	Iteration 7F: 3 clusters Score -8163844 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -8168731.000000 Penalty: 5535.875488
	Iteration 8F: 3 clusters Score -8168731 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -8174451.500000 Penalty: 5535.875488
	Iteration 9F: 3 clusters Score -8174452 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8178979.500000 Penalty: 5535.875488
	Iteration 10F: 3 clusters Score -8178980 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8181218.000000 Penalty: 5535.875488
	Iteration 11Q: 3 clusters Score -8181218 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8182162.000000 Penalty: 5535.875488
	Iteration 12Q: 3 clusters Score -8182162 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8182489.500000 Penalty: 5535.875488
	Iteration 13Q: 3 clusters Score -8182490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8182637.500000 Penalty: 5535.875488
	Iteration 14Q: 3 clusters Score -8182638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8182717.000000 Penalty: 5535.875488
	Iteration 15Q: 3 clusters Score -8182717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8182758.500000 Penalty: 5535.875488
	Iteration 16Q: 3 clusters Score -8182758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8182794.000000 Penalty: 5535.875488
	Iteration 17Q: 3 clusters Score -8182794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8182842.000000 Penalty: 5535.875488
	Iteration 18Q: 3 clusters Score -8182842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8182876.500000 Penalty: 5535.875488
	Iteration 19Q: 3 clusters Score -8182876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8182902.000000 Penalty: 5535.875488
	Iteration 20F: 3 clusters Score -8182902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8182923.500000 Penalty: 5535.875488
	Iteration 21Q: 3 clusters Score -8182924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8182930.500000 Penalty: 5535.875488
	Iteration 22Q: 3 clusters Score -8182930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8182934.000000 Penalty: 5535.875488
	Iteration 23Q: 3 clusters Score -8182934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8182932.500000 Penalty: 5535.875488
	Iteration 24Q: 3 clusters Score -8182932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8182932.500000 Penalty: 5535.875488
	Iteration 25F: 3 clusters Score -8182932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -974521.062500 Penalty: 2244.063965
	Iteration 0F: 2 clusters Score -974521.1 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 4282 members 
Entering Unmasked Estep 
Score: -967851.875000 Penalty: 4488.127930
	Iteration 0F: 3 clusters Score -967851.9 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -969762.625000 Penalty: 4488.127930
	Iteration 1F: 3 clusters Score -969762.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -970105.812500 Penalty: 4488.127930
	Iteration 2F: 3 clusters Score -970105.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -970351.750000 Penalty: 4488.127930
	Iteration 3F: 3 clusters Score -970351.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -970571.875000 Penalty: 4488.127930
	Iteration 4Q: 3 clusters Score -970571.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -970788.812500 Penalty: 4488.127930
	Iteration 5Q: 3 clusters Score -970788.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -970999.437500 Penalty: 4488.127930
	Iteration 6Q: 3 clusters Score -970999.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -971192.062500 Penalty: 4488.127930
	Iteration 7Q: 3 clusters Score -971192.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -971403.000000 Penalty: 4488.127930
	Iteration 8Q: 3 clusters Score -971403 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -971637.625000 Penalty: 4488.127930
	Iteration 9Q: 3 clusters Score -971637.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -971865.500000 Penalty: 4488.127930
	Iteration 10Q: 3 clusters Score -971865.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -972085.625000 Penalty: 4488.127930
	Iteration 11Q: 3 clusters Score -972085.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -972259.312500 Penalty: 4488.127930
	Iteration 12Q: 3 clusters Score -972259.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -972394.125000 Penalty: 4488.127930
	Iteration 13Q: 3 clusters Score -972394.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -972503.125000 Penalty: 4488.127930
	Iteration 14Q: 3 clusters Score -972503.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -972590.250000 Penalty: 4488.127930
	Iteration 15Q: 3 clusters Score -972590.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -972645.062500 Penalty: 4488.127930
	Iteration 16Q: 3 clusters Score -972645.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -972693.187500 Penalty: 4488.127930
	Iteration 17Q: 3 clusters Score -972693.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -972726.187500 Penalty: 4488.127930
	Iteration 18Q: 3 clusters Score -972726.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -972740.937500 Penalty: 4488.127930
	Iteration 19Q: 3 clusters Score -972740.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -972751.875000 Penalty: 4488.127930
	Iteration 20F: 3 clusters Score -972751.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -972765.125000 Penalty: 4488.127930
	Iteration 21Q: 3 clusters Score -972765.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -972772.875000 Penalty: 4488.127930
	Iteration 22Q: 3 clusters Score -972772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -972783.312500 Penalty: 4488.127930
	Iteration 23Q: 3 clusters Score -972783.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -972793.375000 Penalty: 4488.127930
	Iteration 24Q: 3 clusters Score -972793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -972800.062500 Penalty: 4488.127930
	Iteration 25Q: 3 clusters Score -972800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -972803.125000 Penalty: 4488.127930
	Iteration 26Q: 3 clusters Score -972803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -972810.562500 Penalty: 4488.127930
	Iteration 27Q: 3 clusters Score -972810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -972816.750000 Penalty: 4488.127930
	Iteration 28Q: 3 clusters Score -972816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -972822.187500 Penalty: 4488.127930
	Iteration 29Q: 3 clusters Score -972822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -972825.000000 Penalty: 4488.127930
	Iteration 30Q: 3 clusters Score -972825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -972829.812500 Penalty: 4488.127930
	Iteration 31Q: 3 clusters Score -972829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -972832.250000 Penalty: 4488.127930
	Iteration 32Q: 3 clusters Score -972832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -972834.812500 Penalty: 4488.127930
	Iteration 33Q: 3 clusters Score -972834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -972837.250000 Penalty: 4488.127930
	Iteration 34Q: 3 clusters Score -972837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -972838.437500 Penalty: 4488.127930
	Iteration 35Q: 3 clusters Score -972838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -972840.375000 Penalty: 4488.127930
	Iteration 36Q: 3 clusters Score -972840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -972841.812500 Penalty: 4488.127930
	Iteration 37Q: 3 clusters Score -972841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -972841.000000 Penalty: 4488.127930
	Iteration 38Q: 3 clusters Score -972841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -972841.500000 Penalty: 4488.127930
	Iteration 39Q: 3 clusters Score -972841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -972843.250000 Penalty: 4488.127930
	Iteration 40F: 3 clusters Score -972843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -972842.687500 Penalty: 4488.127930
	Iteration 41Q: 3 clusters Score -972842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -972843.062500 Penalty: 4488.127930
	Iteration 42Q: 3 clusters Score -972843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -972843.062500 Penalty: 4488.127930
	Iteration 43F: 3 clusters Score -972843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -224608.734375 Penalty: 1891.147583
	Iteration 0F: 2 clusters Score -224608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -221902.906250 Penalty: 3782.295166
	Iteration 0F: 3 clusters Score -221902.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -222371.156250 Penalty: 3782.295166
	Iteration 1F: 3 clusters Score -222371.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -222492.078125 Penalty: 3782.295166
	Iteration 2F: 3 clusters Score -222492.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -222561.250000 Penalty: 3782.295166
	Iteration 3Q: 3 clusters Score -222561.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222604.828125 Penalty: 3782.295166
	Iteration 4Q: 3 clusters Score -222604.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -222631.000000 Penalty: 3782.295166
	Iteration 5Q: 3 clusters Score -222631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -222659.093750 Penalty: 3782.295166
	Iteration 6Q: 3 clusters Score -222659.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222674.921875 Penalty: 3782.295166
	Iteration 7Q: 3 clusters Score -222674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -222684.437500 Penalty: 3782.295166
	Iteration 8Q: 3 clusters Score -222684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -222692.296875 Penalty: 3782.295166
	Iteration 9Q: 3 clusters Score -222692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222697.515625 Penalty: 3782.295166
	Iteration 10Q: 3 clusters Score -222697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222700.125000 Penalty: 3782.295166
	Iteration 11Q: 3 clusters Score -222700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -222703.015625 Penalty: 3782.295166
	Iteration 12Q: 3 clusters Score -222703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -222705.765625 Penalty: 3782.295166
	Iteration 13Q: 3 clusters Score -222705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -222707.656250 Penalty: 3782.295166
	Iteration 14Q: 3 clusters Score -222707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -222708.671875 Penalty: 3782.295166
	Iteration 15Q: 3 clusters Score -222708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -222709.250000 Penalty: 3782.295166
	Iteration 16Q: 3 clusters Score -222709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -222709.250000 Penalty: 3782.295166
	Iteration 17F: 3 clusters Score -222709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -242791.062500 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -242791.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -239829.468750 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -239829.5 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -242119.703125 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -242119.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -245102.000000 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -245102 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -246953.484375 Penalty: 3914.656250
	Iteration 3F: 3 clusters Score -246953.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -247765.453125 Penalty: 3914.656250
	Iteration 4F: 3 clusters Score -247765.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -248821.234375 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -248821.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -249362.046875 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -249362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -249546.296875 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -249546.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -249679.593750 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -249679.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -249807.671875 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -249807.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -249933.625000 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -249933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250057.890625 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -250057.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250176.062500 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -250176.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -250317.265625 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -250317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250463.968750 Penalty: 3914.656250
	Iteration 14Q: 3 clusters Score -250464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -250516.812500 Penalty: 3914.656250
	Iteration 15Q: 3 clusters Score -250516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -250559.562500 Penalty: 3914.656250
	Iteration 16Q: 3 clusters Score -250559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -250623.750000 Penalty: 3914.656250
	Iteration 17Q: 3 clusters Score -250623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -250682.453125 Penalty: 3914.656250
	Iteration 18Q: 3 clusters Score -250682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -250725.453125 Penalty: 3914.656250
	Iteration 19Q: 3 clusters Score -250725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -251279.343750 Penalty: 3914.656250
	Iteration 20F: 3 clusters Score -251279.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -253763.265625 Penalty: 3914.656250
	Iteration 21Q: 3 clusters Score -253763.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -257302.234375 Penalty: 3914.656250
	Iteration 22Q: 3 clusters Score -257302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -257647.406250 Penalty: 3914.656250
	Iteration 23Q: 3 clusters Score -257647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -257647.406250 Penalty: 3914.656250
	Iteration 24F: 3 clusters Score -257647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 319825 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 70336 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36443 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 63713 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 128524 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205296 members 
Entering Unmasked Estep 
Score: -114643600.000000 Penalty: 75469.992188
Splitting cluster 8 changes total score from -114628528.000000 to -114643600.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (21458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Entering Unmasked Estep 
Score: -2293245.250000 Penalty: 2473.515625
	Iteration 0F: 2 clusters Score -2293245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2278157.500000 Penalty: 4947.031250
	Iteration 0F: 3 clusters Score -2278158 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2283365.750000 Penalty: 4947.031250
	Iteration 1F: 3 clusters Score -2283366 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2283889.750000 Penalty: 4947.031250
	Iteration 2F: 3 clusters Score -2283890 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2284404.750000 Penalty: 4947.031250
	Iteration 3F: 3 clusters Score -2284405 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2284983.500000 Penalty: 4947.031250
	Iteration 4F: 3 clusters Score -2284984 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2285663.250000 Penalty: 4947.031250
	Iteration 5F: 3 clusters Score -2285663 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2286494.000000 Penalty: 4947.031250
	Iteration 6F: 3 clusters Score -2286494 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2287348.250000 Penalty: 4947.031250
	Iteration 7F: 3 clusters Score -2287348 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2288171.000000 Penalty: 4947.031250
	Iteration 8F: 3 clusters Score -2288171 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2288940.000000 Penalty: 4947.031250
	Iteration 9Q: 3 clusters Score -2288940 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2289518.000000 Penalty: 4947.031250
	Iteration 10Q: 3 clusters Score -2289518 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2289955.750000 Penalty: 4947.031250
	Iteration 11Q: 3 clusters Score -2289956 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2290236.000000 Penalty: 4947.031250
	Iteration 12Q: 3 clusters Score -2290236 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2290421.250000 Penalty: 4947.031250
	Iteration 13Q: 3 clusters Score -2290421 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2290543.500000 Penalty: 4947.031250
	Iteration 14Q: 3 clusters Score -2290544 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2290641.250000 Penalty: 4947.031250
	Iteration 15Q: 3 clusters Score -2290641 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2290708.000000 Penalty: 4947.031250
	Iteration 16Q: 3 clusters Score -2290708 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2290769.000000 Penalty: 4947.031250
	Iteration 17Q: 3 clusters Score -2290769 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2290813.750000 Penalty: 4947.031250
	Iteration 18Q: 3 clusters Score -2290814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2290863.500000 Penalty: 4947.031250
	Iteration 19Q: 3 clusters Score -2290864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2290896.000000 Penalty: 4947.031250
	Iteration 20F: 3 clusters Score -2290896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2290921.250000 Penalty: 4947.031250
	Iteration 21Q: 3 clusters Score -2290921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2290951.750000 Penalty: 4947.031250
	Iteration 22Q: 3 clusters Score -2290952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2290994.000000 Penalty: 4947.031250
	Iteration 23Q: 3 clusters Score -2290994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2291029.500000 Penalty: 4947.031250
	Iteration 24Q: 3 clusters Score -2291030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2291051.250000 Penalty: 4947.031250
	Iteration 25Q: 3 clusters Score -2291051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2291072.500000 Penalty: 4947.031250
	Iteration 26Q: 3 clusters Score -2291072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2291097.500000 Penalty: 4947.031250
	Iteration 27Q: 3 clusters Score -2291098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2291120.500000 Penalty: 4947.031250
	Iteration 28Q: 3 clusters Score -2291120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2291135.750000 Penalty: 4947.031250
	Iteration 29Q: 3 clusters Score -2291136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2291151.000000 Penalty: 4947.031250
	Iteration 30Q: 3 clusters Score -2291151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2291166.000000 Penalty: 4947.031250
	Iteration 31Q: 3 clusters Score -2291166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2291171.250000 Penalty: 4947.031250
	Iteration 32Q: 3 clusters Score -2291171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2291186.500000 Penalty: 4947.031250
	Iteration 33Q: 3 clusters Score -2291186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2291192.750000 Penalty: 4947.031250
	Iteration 34Q: 3 clusters Score -2291193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2291200.500000 Penalty: 4947.031250
	Iteration 35Q: 3 clusters Score -2291200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2291212.250000 Penalty: 4947.031250
	Iteration 36Q: 3 clusters Score -2291212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2291219.750000 Penalty: 4947.031250
	Iteration 37Q: 3 clusters Score -2291220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2291233.250000 Penalty: 4947.031250
	Iteration 38Q: 3 clusters Score -2291233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2291239.250000 Penalty: 4947.031250
	Iteration 39Q: 3 clusters Score -2291239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2291254.250000 Penalty: 4947.031250
	Iteration 40F: 3 clusters Score -2291254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2291260.500000 Penalty: 4947.031250
	Iteration 41Q: 3 clusters Score -2291260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2291269.500000 Penalty: 4947.031250
	Iteration 42Q: 3 clusters Score -2291270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2291278.000000 Penalty: 4947.031250
	Iteration 43Q: 3 clusters Score -2291278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2291280.500000 Penalty: 4947.031250
	Iteration 44Q: 3 clusters Score -2291280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2291286.250000 Penalty: 4947.031250
	Iteration 45Q: 3 clusters Score -2291286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2291291.250000 Penalty: 4947.031250
	Iteration 46Q: 3 clusters Score -2291291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2291299.750000 Penalty: 4947.031250
	Iteration 47Q: 3 clusters Score -2291300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2291300.500000 Penalty: 4947.031250
	Iteration 48Q: 3 clusters Score -2291300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2291304.750000 Penalty: 4947.031250
	Iteration 49Q: 3 clusters Score -2291305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2291308.500000 Penalty: 4947.031250
	Iteration 50Q: 3 clusters Score -2291308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2291309.750000 Penalty: 4947.031250
	Iteration 51Q: 3 clusters Score -2291310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2291312.500000 Penalty: 4947.031250
	Iteration 52Q: 3 clusters Score -2291312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2291313.750000 Penalty: 4947.031250
	Iteration 53Q: 3 clusters Score -2291314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2291314.250000 Penalty: 4947.031250
	Iteration 54Q: 3 clusters Score -2291314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2291312.000000 Penalty: 4947.031250
	Iteration 55Q: 3 clusters Score -2291312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2291311.750000 Penalty: 4947.031250
	Iteration 56Q: 3 clusters Score -2291312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2291312.750000 Penalty: 4947.031250
	Iteration 57Q: 3 clusters Score -2291313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2291317.750000 Penalty: 4947.031250
	Iteration 58Q: 3 clusters Score -2291318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2291316.500000 Penalty: 4947.031250
	Iteration 59Q: 3 clusters Score -2291316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2291316.500000 Penalty: 4947.031250
	Iteration 60F: 3 clusters Score -2291316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Entering Unmasked Estep 
Score: -2053871.250000 Penalty: 2425.599121
	Iteration 0F: 2 clusters Score -2053871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2041347.875000 Penalty: 4851.198242
	Iteration 0F: 3 clusters Score -2041348 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2045519.625000 Penalty: 4851.198242
	Iteration 1F: 3 clusters Score -2045520 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2045943.500000 Penalty: 4851.198242
	Iteration 2F: 3 clusters Score -2045944 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2046405.375000 Penalty: 4851.198242
	Iteration 3F: 3 clusters Score -2046405 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2046846.875000 Penalty: 4851.198242
	Iteration 4Q: 3 clusters Score -2046847 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2047277.250000 Penalty: 4851.198242
	Iteration 5Q: 3 clusters Score -2047277 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2047695.750000 Penalty: 4851.198242
	Iteration 6Q: 3 clusters Score -2047696 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2048143.625000 Penalty: 4851.198242
	Iteration 7Q: 3 clusters Score -2048144 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2048645.625000 Penalty: 4851.198242
	Iteration 8Q: 3 clusters Score -2048646 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2049196.875000 Penalty: 4851.198242
	Iteration 9Q: 3 clusters Score -2049197 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2049786.500000 Penalty: 4851.198242
	Iteration 10Q: 3 clusters Score -2049786 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2050387.875000 Penalty: 4851.198242
	Iteration 11Q: 3 clusters Score -2050388 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2050912.500000 Penalty: 4851.198242
	Iteration 12Q: 3 clusters Score -2050912 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2051292.375000 Penalty: 4851.198242
	Iteration 13Q: 3 clusters Score -2051292 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2051530.000000 Penalty: 4851.198242
	Iteration 14Q: 3 clusters Score -2051530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2051652.625000 Penalty: 4851.198242
	Iteration 15Q: 3 clusters Score -2051653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2051734.375000 Penalty: 4851.198242
	Iteration 16Q: 3 clusters Score -2051734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2051791.500000 Penalty: 4851.198242
	Iteration 17Q: 3 clusters Score -2051792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2051838.500000 Penalty: 4851.198242
	Iteration 18Q: 3 clusters Score -2051838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2051871.500000 Penalty: 4851.198242
	Iteration 19Q: 3 clusters Score -2051872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2051892.750000 Penalty: 4851.198242
	Iteration 20F: 3 clusters Score -2051893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2051897.750000 Penalty: 4851.198242
	Iteration 21Q: 3 clusters Score -2051898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2051908.000000 Penalty: 4851.198242
	Iteration 22Q: 3 clusters Score -2051908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2051920.250000 Penalty: 4851.198242
	Iteration 23Q: 3 clusters Score -2051920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2051933.125000 Penalty: 4851.198242
	Iteration 24Q: 3 clusters Score -2051933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2051938.500000 Penalty: 4851.198242
	Iteration 25Q: 3 clusters Score -2051938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2051946.875000 Penalty: 4851.198242
	Iteration 26Q: 3 clusters Score -2051947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2051952.625000 Penalty: 4851.198242
	Iteration 27Q: 3 clusters Score -2051953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2051959.875000 Penalty: 4851.198242
	Iteration 28Q: 3 clusters Score -2051960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2051964.375000 Penalty: 4851.198242
	Iteration 29Q: 3 clusters Score -2051964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2051967.750000 Penalty: 4851.198242
	Iteration 30Q: 3 clusters Score -2051968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2051967.250000 Penalty: 4851.198242
	Iteration 31Q: 3 clusters Score -2051967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2051970.750000 Penalty: 4851.198242
	Iteration 32Q: 3 clusters Score -2051971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2051971.875000 Penalty: 4851.198242
	Iteration 33Q: 3 clusters Score -2051972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2051977.875000 Penalty: 4851.198242
	Iteration 34Q: 3 clusters Score -2051978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2051980.500000 Penalty: 4851.198242
	Iteration 35Q: 3 clusters Score -2051980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2051980.875000 Penalty: 4851.198242
	Iteration 36Q: 3 clusters Score -2051981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2051980.875000 Penalty: 4851.198242
	Iteration 37F: 3 clusters Score -2051981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -109522.507812 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -109522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107680.757812 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -107680.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108314.343750 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -108314.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108599.710938 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -108599.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108842.289062 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -108842.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109100.312500 Penalty: 3454.679688
	Iteration 4F: 3 clusters Score -109100.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -109440.351562 Penalty: 3454.679688
	Iteration 5F: 3 clusters Score -109440.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -109755.062500 Penalty: 3454.679688
	Iteration 6F: 3 clusters Score -109755.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110018.843750 Penalty: 3454.679688
	Iteration 7F: 3 clusters Score -110018.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -110305.140625 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -110305.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110443.992188 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -110444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110503.906250 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -110503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -110553.218750 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -110553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110568.593750 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -110568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110572.023438 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -110572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110572.023438 Penalty: 3454.679688
	Iteration 14F: 3 clusters Score -110572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 319825 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 70336 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36443 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 63713 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 128524 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205296 members 
Mstep: Class 23 contains 572 members 
Entering Unmasked Estep 
Score: -114642744.000000 Penalty: 78900.445312
Splitting cluster 11 changes total score from -114628528.000000 to -114642744.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -217578.203125 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -217578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -214989.187500 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -214989.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215406.687500 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -215406.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -215521.296875 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -215521.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -215584.484375 Penalty: 3745.909912
	Iteration 3Q: 3 clusters Score -215584.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215631.671875 Penalty: 3745.909912
	Iteration 4Q: 3 clusters Score -215631.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -215666.218750 Penalty: 3745.909912
	Iteration 5Q: 3 clusters Score -215666.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -215689.281250 Penalty: 3745.909912
	Iteration 6Q: 3 clusters Score -215689.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -215697.734375 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -215697.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -215708.296875 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -215708.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -215718.875000 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -215718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215726.093750 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -215726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -215732.593750 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -215732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -215738.031250 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -215738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215741.093750 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -215741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -215746.578125 Penalty: 3745.909912
	Iteration 14Q: 3 clusters Score -215746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -215750.125000 Penalty: 3745.909912
	Iteration 15Q: 3 clusters Score -215750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -215752.125000 Penalty: 3745.909912
	Iteration 16Q: 3 clusters Score -215752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215754.062500 Penalty: 3745.909912
	Iteration 17Q: 3 clusters Score -215754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -215758.796875 Penalty: 3745.909912
	Iteration 18Q: 3 clusters Score -215758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -215760.890625 Penalty: 3745.909912
	Iteration 19Q: 3 clusters Score -215760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -215763.468750 Penalty: 3745.909912
	Iteration 20F: 3 clusters Score -215763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -215765.234375 Penalty: 3745.909912
	Iteration 21Q: 3 clusters Score -215765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215768.687500 Penalty: 3745.909912
	Iteration 22Q: 3 clusters Score -215768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -215771.328125 Penalty: 3745.909912
	Iteration 23Q: 3 clusters Score -215771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -215775.484375 Penalty: 3745.909912
	Iteration 24Q: 3 clusters Score -215775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -215779.281250 Penalty: 3745.909912
	Iteration 25Q: 3 clusters Score -215779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -215782.140625 Penalty: 3745.909912
	Iteration 26Q: 3 clusters Score -215782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -215786.578125 Penalty: 3745.909912
	Iteration 27Q: 3 clusters Score -215786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215789.218750 Penalty: 3745.909912
	Iteration 28Q: 3 clusters Score -215789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215789.921875 Penalty: 3745.909912
	Iteration 29Q: 3 clusters Score -215789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215791.734375 Penalty: 3745.909912
	Iteration 30Q: 3 clusters Score -215791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215792.156250 Penalty: 3745.909912
	Iteration 31Q: 3 clusters Score -215792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215792.156250 Penalty: 3745.909912
	Iteration 32F: 3 clusters Score -215792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -455855.437500 Penalty: 2067.899658
	Iteration 0F: 2 clusters Score -455855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -451860.843750 Penalty: 4135.799316
	Iteration 0F: 3 clusters Score -451860.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -452754.343750 Penalty: 4135.799316
	Iteration 1F: 3 clusters Score -452754.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -452969.937500 Penalty: 4135.799316
	Iteration 2F: 3 clusters Score -452969.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -453097.187500 Penalty: 4135.799316
	Iteration 3Q: 3 clusters Score -453097.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -453209.343750 Penalty: 4135.799316
	Iteration 4Q: 3 clusters Score -453209.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -453298.968750 Penalty: 4135.799316
	Iteration 5Q: 3 clusters Score -453299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -453375.750000 Penalty: 4135.799316
	Iteration 6Q: 3 clusters Score -453375.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -453435.875000 Penalty: 4135.799316
	Iteration 7Q: 3 clusters Score -453435.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -453507.437500 Penalty: 4135.799316
	Iteration 8Q: 3 clusters Score -453507.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -453592.000000 Penalty: 4135.799316
	Iteration 9Q: 3 clusters Score -453592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -453700.062500 Penalty: 4135.799316
	Iteration 10Q: 3 clusters Score -453700.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -453823.656250 Penalty: 4135.799316
	Iteration 11Q: 3 clusters Score -453823.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -453977.625000 Penalty: 4135.799316
	Iteration 12Q: 3 clusters Score -453977.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -454128.593750 Penalty: 4135.799316
	Iteration 13Q: 3 clusters Score -454128.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -454225.343750 Penalty: 4135.799316
	Iteration 14Q: 3 clusters Score -454225.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -454308.968750 Penalty: 4135.799316
	Iteration 15Q: 3 clusters Score -454309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -454373.218750 Penalty: 4135.799316
	Iteration 16Q: 3 clusters Score -454373.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -454431.781250 Penalty: 4135.799316
	Iteration 17Q: 3 clusters Score -454431.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -454476.468750 Penalty: 4135.799316
	Iteration 18Q: 3 clusters Score -454476.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -454504.343750 Penalty: 4135.799316
	Iteration 19Q: 3 clusters Score -454504.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -454530.593750 Penalty: 4135.799316
	Iteration 20F: 3 clusters Score -454530.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -454547.687500 Penalty: 4135.799316
	Iteration 21Q: 3 clusters Score -454547.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -454563.625000 Penalty: 4135.799316
	Iteration 22Q: 3 clusters Score -454563.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -454580.781250 Penalty: 4135.799316
	Iteration 23Q: 3 clusters Score -454580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -454598.531250 Penalty: 4135.799316
	Iteration 24Q: 3 clusters Score -454598.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -454621.406250 Penalty: 4135.799316
	Iteration 25Q: 3 clusters Score -454621.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -454637.031250 Penalty: 4135.799316
	Iteration 26Q: 3 clusters Score -454637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -454653.781250 Penalty: 4135.799316
	Iteration 27Q: 3 clusters Score -454653.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -454673.125000 Penalty: 4135.799316
	Iteration 28Q: 3 clusters Score -454673.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -454694.156250 Penalty: 4135.799316
	Iteration 29Q: 3 clusters Score -454694.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -454731.656250 Penalty: 4135.799316
	Iteration 30Q: 3 clusters Score -454731.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -454767.718750 Penalty: 4135.799316
	Iteration 31Q: 3 clusters Score -454767.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -454804.156250 Penalty: 4135.799316
	Iteration 32Q: 3 clusters Score -454804.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -454845.562500 Penalty: 4135.799316
	Iteration 33Q: 3 clusters Score -454845.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -454891.875000 Penalty: 4135.799316
	Iteration 34Q: 3 clusters Score -454891.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -454936.656250 Penalty: 4135.799316
	Iteration 35Q: 3 clusters Score -454936.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -454984.187500 Penalty: 4135.799316
	Iteration 36Q: 3 clusters Score -454984.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -455033.187500 Penalty: 4135.799316
	Iteration 37Q: 3 clusters Score -455033.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -455077.843750 Penalty: 4135.799316
	Iteration 38Q: 3 clusters Score -455077.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455116.937500 Penalty: 4135.799316
	Iteration 39Q: 3 clusters Score -455116.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -455172.687500 Penalty: 4135.799316
	Iteration 40F: 3 clusters Score -455172.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -455231.750000 Penalty: 4135.799316
	Iteration 41Q: 3 clusters Score -455231.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -455272.687500 Penalty: 4135.799316
	Iteration 42Q: 3 clusters Score -455272.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -455296.687500 Penalty: 4135.799316
	Iteration 43Q: 3 clusters Score -455296.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -455319.375000 Penalty: 4135.799316
	Iteration 44Q: 3 clusters Score -455319.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -455332.875000 Penalty: 4135.799316
	Iteration 45Q: 3 clusters Score -455332.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -455350.156250 Penalty: 4135.799316
	Iteration 46Q: 3 clusters Score -455350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -455355.906250 Penalty: 4135.799316
	Iteration 47Q: 3 clusters Score -455355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -455363.156250 Penalty: 4135.799316
	Iteration 48Q: 3 clusters Score -455363.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -455372.000000 Penalty: 4135.799316
	Iteration 49Q: 3 clusters Score -455372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -455375.968750 Penalty: 4135.799316
	Iteration 50Q: 3 clusters Score -455376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -455377.343750 Penalty: 4135.799316
	Iteration 51Q: 3 clusters Score -455377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -455379.156250 Penalty: 4135.799316
	Iteration 52Q: 3 clusters Score -455379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -455380.531250 Penalty: 4135.799316
	Iteration 53Q: 3 clusters Score -455380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -455380.187500 Penalty: 4135.799316
	Iteration 54Q: 3 clusters Score -455380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -455380.187500 Penalty: 4135.799316
	Iteration 55F: 3 clusters Score -455380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -200246.468750 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -200246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -197790.109375 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -197790.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -198194.453125 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -198194.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198308.937500 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -198308.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -198371.406250 Penalty: 3700.117676
	Iteration 3Q: 3 clusters Score -198371.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198400.546875 Penalty: 3700.117676
	Iteration 4Q: 3 clusters Score -198400.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -198414.296875 Penalty: 3700.117676
	Iteration 5Q: 3 clusters Score -198414.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -198426.046875 Penalty: 3700.117676
	Iteration 6Q: 3 clusters Score -198426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198434.593750 Penalty: 3700.117676
	Iteration 7Q: 3 clusters Score -198434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198438.312500 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -198438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198440.984375 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -198441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -198444.125000 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -198444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198448.578125 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -198448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198451.796875 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -198451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198458.609375 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -198458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198461.671875 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -198461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -198462.718750 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -198462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -198463.718750 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -198463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -198464.781250 Penalty: 3700.117676
	Iteration 17Q: 3 clusters Score -198464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -198465.468750 Penalty: 3700.117676
	Iteration 18Q: 3 clusters Score -198465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198466.031250 Penalty: 3700.117676
	Iteration 19Q: 3 clusters Score -198466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198467.187500 Penalty: 3700.117676
	Iteration 20F: 3 clusters Score -198467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -198467.921875 Penalty: 3700.117676
	Iteration 21Q: 3 clusters Score -198467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198470.406250 Penalty: 3700.117676
	Iteration 22Q: 3 clusters Score -198470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198471.750000 Penalty: 3700.117676
	Iteration 23Q: 3 clusters Score -198471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -198473.109375 Penalty: 3700.117676
	Iteration 24Q: 3 clusters Score -198473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -198473.859375 Penalty: 3700.117676
	Iteration 25Q: 3 clusters Score -198473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198474.640625 Penalty: 3700.117676
	Iteration 26Q: 3 clusters Score -198474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198475.031250 Penalty: 3700.117676
	Iteration 27Q: 3 clusters Score -198475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198475.031250 Penalty: 3700.117676
	Iteration 28F: 3 clusters Score -198475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Entering Unmasked Estep 
Score: -4239533.000000 Penalty: 2604.869141
	Iteration 0F: 2 clusters Score -4239533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4214791.500000 Penalty: 5209.738281
	Iteration 0F: 3 clusters Score -4214792 nChanged 16420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4223810.000000 Penalty: 5209.738281
	Iteration 1F: 3 clusters Score -4223810 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4224436.500000 Penalty: 5209.738281
	Iteration 2Q: 3 clusters Score -4224436 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4225136.500000 Penalty: 5209.738281
	Iteration 3Q: 3 clusters Score -4225136 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4225942.500000 Penalty: 5209.738281
	Iteration 4Q: 3 clusters Score -4225942 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4226916.000000 Penalty: 5209.738281
	Iteration 5Q: 3 clusters Score -4226916 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4227981.000000 Penalty: 5209.738281
	Iteration 6F: 3 clusters Score -4227981 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4229185.000000 Penalty: 5209.738281
	Iteration 7F: 3 clusters Score -4229185 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4230510.000000 Penalty: 5209.738281
	Iteration 8F: 3 clusters Score -4230510 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4231793.500000 Penalty: 5209.738281
	Iteration 9F: 3 clusters Score -4231794 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4232701.000000 Penalty: 5209.738281
	Iteration 10Q: 3 clusters Score -4232701 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4233227.000000 Penalty: 5209.738281
	Iteration 11Q: 3 clusters Score -4233227 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4233526.000000 Penalty: 5209.738281
	Iteration 12Q: 3 clusters Score -4233526 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4233737.500000 Penalty: 5209.738281
	Iteration 13Q: 3 clusters Score -4233738 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4233939.500000 Penalty: 5209.738281
	Iteration 14Q: 3 clusters Score -4233940 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4234151.500000 Penalty: 5209.738281
	Iteration 15Q: 3 clusters Score -4234152 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4234375.000000 Penalty: 5209.738281
	Iteration 16Q: 3 clusters Score -4234375 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4234679.000000 Penalty: 5209.738281
	Iteration 17Q: 3 clusters Score -4234679 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4235116.500000 Penalty: 5209.738281
	Iteration 18Q: 3 clusters Score -4235116 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4235643.500000 Penalty: 5209.738281
	Iteration 19Q: 3 clusters Score -4235644 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4236178.000000 Penalty: 5209.738281
	Iteration 20F: 3 clusters Score -4236178 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4236598.500000 Penalty: 5209.738281
	Iteration 21Q: 3 clusters Score -4236598 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4236876.500000 Penalty: 5209.738281
	Iteration 22Q: 3 clusters Score -4236876 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4237067.000000 Penalty: 5209.738281
	Iteration 23Q: 3 clusters Score -4237067 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4237148.000000 Penalty: 5209.738281
	Iteration 24Q: 3 clusters Score -4237148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4237198.000000 Penalty: 5209.738281
	Iteration 25Q: 3 clusters Score -4237198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4237232.500000 Penalty: 5209.738281
	Iteration 26Q: 3 clusters Score -4237232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4237258.000000 Penalty: 5209.738281
	Iteration 27Q: 3 clusters Score -4237258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4237267.000000 Penalty: 5209.738281
	Iteration 28Q: 3 clusters Score -4237267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4237276.500000 Penalty: 5209.738281
	Iteration 29Q: 3 clusters Score -4237276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4237273.500000 Penalty: 5209.738281
	Iteration 30Q: 3 clusters Score -4237274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4237276.500000 Penalty: 5209.738281
	Iteration 31Q: 3 clusters Score -4237276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4237270.000000 Penalty: 5209.738281
	Iteration 32Q: 3 clusters Score -4237270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4237271.500000 Penalty: 5209.738281
	Iteration 33Q: 3 clusters Score -4237272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4237270.000000 Penalty: 5209.738281
	Iteration 34Q: 3 clusters Score -4237270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4237274.500000 Penalty: 5209.738281
	Iteration 35Q: 3 clusters Score -4237274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4237279.500000 Penalty: 5209.738281
	Iteration 36Q: 3 clusters Score -4237280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4237276.000000 Penalty: 5209.738281
	Iteration 37Q: 3 clusters Score -4237276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4237279.500000 Penalty: 5209.738281
	Iteration 38Q: 3 clusters Score -4237280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4237279.500000 Penalty: 5209.738281
	Iteration 39Q: 3 clusters Score -4237280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -4237280.500000 Penalty: 5209.738281
	Iteration 40F: 3 clusters Score -4237280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4237272.500000 Penalty: 5209.738281
	Iteration 41Q: 3 clusters Score -4237272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -4237272.000000 Penalty: 5209.738281
	Iteration 42Q: 3 clusters Score -4237272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4237274.500000 Penalty: 5209.738281
	Iteration 43Q: 3 clusters Score -4237274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4237278.000000 Penalty: 5209.738281
	Iteration 44Q: 3 clusters Score -4237278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4237274.000000 Penalty: 5209.738281
	Iteration 45Q: 3 clusters Score -4237274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4237273.500000 Penalty: 5209.738281
	Iteration 46Q: 3 clusters Score -4237274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4237276.000000 Penalty: 5209.738281
	Iteration 47Q: 3 clusters Score -4237276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4237276.500000 Penalty: 5209.738281
	Iteration 48Q: 3 clusters Score -4237276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4237277.500000 Penalty: 5209.738281
	Iteration 49Q: 3 clusters Score -4237278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4237282.000000 Penalty: 5209.738281
	Iteration 50Q: 3 clusters Score -4237282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4237280.000000 Penalty: 5209.738281
	Iteration 51Q: 3 clusters Score -4237280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4237280.000000 Penalty: 5209.738281
	Iteration 52F: 3 clusters Score -4237280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Entering Unmasked Estep 
Score: -7440397.000000 Penalty: 2743.411865
	Iteration 0F: 2 clusters Score -7440397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -7397788.500000 Penalty: 5486.823730
	Iteration 0F: 3 clusters Score -7397788 nChanged 29812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -7414192.500000 Penalty: 5486.823730
	Iteration 1F: 3 clusters Score -7414192 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -7414684.500000 Penalty: 5486.823730
	Iteration 2Q: 3 clusters Score -7414684 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -7415189.000000 Penalty: 5486.823730
	Iteration 3Q: 3 clusters Score -7415189 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -7415775.000000 Penalty: 5486.823730
	Iteration 4Q: 3 clusters Score -7415775 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -7416470.000000 Penalty: 5486.823730
	Iteration 5Q: 3 clusters Score -7416470 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -7417633.000000 Penalty: 5486.823730
	Iteration 6Q: 3 clusters Score -7417633 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -7419430.000000 Penalty: 5486.823730
	Iteration 7F: 3 clusters Score -7419430 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7422400.000000 Penalty: 5486.823730
	Iteration 8F: 3 clusters Score -7422400 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -7426439.500000 Penalty: 5486.823730
	Iteration 9F: 3 clusters Score -7426440 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -7431088.000000 Penalty: 5486.823730
	Iteration 10F: 3 clusters Score -7431088 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -7434666.000000 Penalty: 5486.823730
	Iteration 11F: 3 clusters Score -7434666 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7436583.000000 Penalty: 5486.823730
	Iteration 12Q: 3 clusters Score -7436583 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7437351.000000 Penalty: 5486.823730
	Iteration 13Q: 3 clusters Score -7437351 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7437653.500000 Penalty: 5486.823730
	Iteration 14Q: 3 clusters Score -7437654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7437785.500000 Penalty: 5486.823730
	Iteration 15Q: 3 clusters Score -7437786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7437880.500000 Penalty: 5486.823730
	Iteration 16Q: 3 clusters Score -7437880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7437930.500000 Penalty: 5486.823730
	Iteration 17Q: 3 clusters Score -7437930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7437954.500000 Penalty: 5486.823730
	Iteration 18Q: 3 clusters Score -7437954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7437975.500000 Penalty: 5486.823730
	Iteration 19Q: 3 clusters Score -7437976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7437996.500000 Penalty: 5486.823730
	Iteration 20F: 3 clusters Score -7437996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7438006.500000 Penalty: 5486.823730
	Iteration 21Q: 3 clusters Score -7438006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7438006.500000 Penalty: 5486.823730
	Iteration 22Q: 3 clusters Score -7438006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7438009.500000 Penalty: 5486.823730
	Iteration 23Q: 3 clusters Score -7438010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7438018.500000 Penalty: 5486.823730
	Iteration 24Q: 3 clusters Score -7438018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7438023.000000 Penalty: 5486.823730
	Iteration 25Q: 3 clusters Score -7438023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7438023.000000 Penalty: 5486.823730
	Iteration 26Q: 3 clusters Score -7438023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7438028.000000 Penalty: 5486.823730
	Iteration 27Q: 3 clusters Score -7438028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7438028.000000 Penalty: 5486.823730
	Iteration 28F: 3 clusters Score -7438028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Entering Unmasked Estep 
Score: -3849170.500000 Penalty: 2589.311035
	Iteration 0F: 2 clusters Score -3849170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3825866.500000 Penalty: 5178.622070
	Iteration 0F: 3 clusters Score -3825866 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3834254.000000 Penalty: 5178.622070
	Iteration 1F: 3 clusters Score -3834254 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3834720.750000 Penalty: 5178.622070
	Iteration 2Q: 3 clusters Score -3834721 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3835142.750000 Penalty: 5178.622070
	Iteration 3Q: 3 clusters Score -3835143 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3835557.500000 Penalty: 5178.622070
	Iteration 4Q: 3 clusters Score -3835558 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3836037.000000 Penalty: 5178.622070
	Iteration 5Q: 3 clusters Score -3836037 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3836612.500000 Penalty: 5178.622070
	Iteration 6Q: 3 clusters Score -3836612 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3837298.250000 Penalty: 5178.622070
	Iteration 7Q: 3 clusters Score -3837298 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3838205.000000 Penalty: 5178.622070
	Iteration 8F: 3 clusters Score -3838205 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3839302.000000 Penalty: 5178.622070
	Iteration 9F: 3 clusters Score -3839302 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3840531.500000 Penalty: 5178.622070
	Iteration 10F: 3 clusters Score -3840532 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3841880.500000 Penalty: 5178.622070
	Iteration 11F: 3 clusters Score -3841880 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3843213.250000 Penalty: 5178.622070
	Iteration 12Q: 3 clusters Score -3843213 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3844591.000000 Penalty: 5178.622070
	Iteration 13Q: 3 clusters Score -3844591 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3845753.750000 Penalty: 5178.622070
	Iteration 14Q: 3 clusters Score -3845754 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3846312.750000 Penalty: 5178.622070
	Iteration 15Q: 3 clusters Score -3846313 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3846535.750000 Penalty: 5178.622070
	Iteration 16Q: 3 clusters Score -3846536 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3846638.000000 Penalty: 5178.622070
	Iteration 17Q: 3 clusters Score -3846638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3846728.250000 Penalty: 5178.622070
	Iteration 18Q: 3 clusters Score -3846728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3846770.000000 Penalty: 5178.622070
	Iteration 19Q: 3 clusters Score -3846770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3846811.250000 Penalty: 5178.622070
	Iteration 20F: 3 clusters Score -3846811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3846842.250000 Penalty: 5178.622070
	Iteration 21Q: 3 clusters Score -3846842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3846868.250000 Penalty: 5178.622070
	Iteration 22Q: 3 clusters Score -3846868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3846886.000000 Penalty: 5178.622070
	Iteration 23Q: 3 clusters Score -3846886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3846899.000000 Penalty: 5178.622070
	Iteration 24Q: 3 clusters Score -3846899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3846909.750000 Penalty: 5178.622070
	Iteration 25Q: 3 clusters Score -3846910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3846920.750000 Penalty: 5178.622070
	Iteration 26Q: 3 clusters Score -3846921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3846924.500000 Penalty: 5178.622070
	Iteration 27Q: 3 clusters Score -3846924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3846938.750000 Penalty: 5178.622070
	Iteration 28Q: 3 clusters Score -3846939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3846947.000000 Penalty: 5178.622070
	Iteration 29Q: 3 clusters Score -3846947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3846953.500000 Penalty: 5178.622070
	Iteration 30Q: 3 clusters Score -3846954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3846964.750000 Penalty: 5178.622070
	Iteration 31Q: 3 clusters Score -3846965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3846965.500000 Penalty: 5178.622070
	Iteration 32Q: 3 clusters Score -3846966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3846968.250000 Penalty: 5178.622070
	Iteration 33Q: 3 clusters Score -3846968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3846977.250000 Penalty: 5178.622070
	Iteration 34Q: 3 clusters Score -3846977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3846980.250000 Penalty: 5178.622070
	Iteration 35Q: 3 clusters Score -3846980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3846987.000000 Penalty: 5178.622070
	Iteration 36Q: 3 clusters Score -3846987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3846990.750000 Penalty: 5178.622070
	Iteration 37Q: 3 clusters Score -3846991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3846989.500000 Penalty: 5178.622070
	Iteration 38Q: 3 clusters Score -3846990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3846992.750000 Penalty: 5178.622070
	Iteration 39Q: 3 clusters Score -3846993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3846990.250000 Penalty: 5178.622070
	Iteration 40F: 3 clusters Score -3846990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3846990.250000 Penalty: 5178.622070
	Iteration 41Q: 3 clusters Score -3846990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3846992.250000 Penalty: 5178.622070
	Iteration 42Q: 3 clusters Score -3846992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3846991.250000 Penalty: 5178.622070
	Iteration 43Q: 3 clusters Score -3846991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3846990.750000 Penalty: 5178.622070
	Iteration 44Q: 3 clusters Score -3846991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3846997.500000 Penalty: 5178.622070
	Iteration 45Q: 3 clusters Score -3846998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3846997.000000 Penalty: 5178.622070
	Iteration 46Q: 3 clusters Score -3846997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3846997.750000 Penalty: 5178.622070
	Iteration 47Q: 3 clusters Score -3846998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3847003.750000 Penalty: 5178.622070
	Iteration 48Q: 3 clusters Score -3847004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3846996.250000 Penalty: 5178.622070
	Iteration 49Q: 3 clusters Score -3846996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3846999.000000 Penalty: 5178.622070
	Iteration 50Q: 3 clusters Score -3846999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3846998.750000 Penalty: 5178.622070
	Iteration 51Q: 3 clusters Score -3846999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3846998.750000 Penalty: 5178.622070
	Iteration 52F: 3 clusters Score -3846999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Entering Unmasked Estep 
Score: -14808495.000000 Penalty: 2917.439941
	Iteration 0F: 2 clusters Score -1.48085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -14722640.000000 Penalty: 5834.879883
	Iteration 0F: 3 clusters Score -1.472264e+07 nChanged 61331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -14757957.000000 Penalty: 5834.879883
	Iteration 1F: 3 clusters Score -1.475796e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -14759447.000000 Penalty: 5834.879883
	Iteration 2Q: 3 clusters Score -1.475945e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -14762099.000000 Penalty: 5834.879883
	Iteration 3Q: 3 clusters Score -1.47621e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -14766627.000000 Penalty: 5834.879883
	Iteration 4F: 3 clusters Score -1.476663e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -14773649.000000 Penalty: 5834.879883
	Iteration 5F: 3 clusters Score -1.477365e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -14783303.000000 Penalty: 5834.879883
	Iteration 6F: 3 clusters Score -1.47833e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 112750 members 
Entering Unmasked Estep 
Score: -14792538.000000 Penalty: 5834.879883
	Iteration 7F: 3 clusters Score -1.479254e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 119690 members 
Entering Unmasked Estep 
Score: -14799048.000000 Penalty: 5834.879883
	Iteration 8F: 3 clusters Score -1.479905e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -14802628.000000 Penalty: 5834.879883
	Iteration 9Q: 3 clusters Score -1.480263e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
Score: -14804357.000000 Penalty: 5834.879883
	Iteration 10Q: 3 clusters Score -1.480436e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -14805329.000000 Penalty: 5834.879883
	Iteration 11Q: 3 clusters Score -1.480533e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -14805653.000000 Penalty: 5834.879883
	Iteration 12Q: 3 clusters Score -1.480565e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -14805885.000000 Penalty: 5834.879883
	Iteration 13Q: 3 clusters Score -1.480588e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -14805983.000000 Penalty: 5834.879883
	Iteration 14Q: 3 clusters Score -1.480598e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -14806079.000000 Penalty: 5834.879883
	Iteration 15Q: 3 clusters Score -1.480608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -14806135.000000 Penalty: 5834.879883
	Iteration 16Q: 3 clusters Score -1.480614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -14806172.000000 Penalty: 5834.879883
	Iteration 17Q: 3 clusters Score -1.480617e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -14806211.000000 Penalty: 5834.879883
	Iteration 18Q: 3 clusters Score -1.480621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 127726 members 
Entering Unmasked Estep 
Score: -14806232.000000 Penalty: 5834.879883
	Iteration 19Q: 3 clusters Score -1.480623e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -14806261.000000 Penalty: 5834.879883
	Iteration 20F: 3 clusters Score -1.480626e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 127739 members 
Entering Unmasked Estep 
Score: -14806276.000000 Penalty: 5834.879883
	Iteration 21Q: 3 clusters Score -1.480628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 127742 members 
Entering Unmasked Estep 
Score: -14806311.000000 Penalty: 5834.879883
	Iteration 22Q: 3 clusters Score -1.480631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 127741 members 
Entering Unmasked Estep 
Score: -14806320.000000 Penalty: 5834.879883
	Iteration 23Q: 3 clusters Score -1.480632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -14806323.000000 Penalty: 5834.879883
	Iteration 24Q: 3 clusters Score -1.480632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -14806331.000000 Penalty: 5834.879883
	Iteration 25Q: 3 clusters Score -1.480633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -14806354.000000 Penalty: 5834.879883
	Iteration 26Q: 3 clusters Score -1.480635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 127717 members 
Entering Unmasked Estep 
Score: -14806369.000000 Penalty: 5834.879883
	Iteration 27Q: 3 clusters Score -1.480637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -14806376.000000 Penalty: 5834.879883
	Iteration 28Q: 3 clusters Score -1.480638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -14806379.000000 Penalty: 5834.879883
	Iteration 29Q: 3 clusters Score -1.480638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 127717 members 
Entering Unmasked Estep 
Score: -14806369.000000 Penalty: 5834.879883
	Iteration 30Q: 3 clusters Score -1.480637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 127717 members 
Entering Unmasked Estep 
Score: -14806378.000000 Penalty: 5834.879883
	Iteration 31Q: 3 clusters Score -1.480638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -14806379.000000 Penalty: 5834.879883
	Iteration 32Q: 3 clusters Score -1.480638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -14806380.000000 Penalty: 5834.879883
	Iteration 33Q: 3 clusters Score -1.480638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 127713 members 
Entering Unmasked Estep 
Score: -14806378.000000 Penalty: 5834.879883
	Iteration 34Q: 3 clusters Score -1.480638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -14806379.000000 Penalty: 5834.879883
	Iteration 35Q: 3 clusters Score -1.480638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -14806379.000000 Penalty: 5834.879883
	Iteration 36F: 3 clusters Score -1.480638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54508.722656 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -54508.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53033.789062 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -53033.79 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53295.968750 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -53295.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53384.949219 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -53384.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53421.578125 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -53421.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53432.765625 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -53432.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53435.640625 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -53435.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53435.640625 Penalty: 3133.313721
	Iteration 6F: 3 clusters Score -53435.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (205296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205296 members 
Entering Unmasked Estep 
Score: -23573186.000000 Penalty: 3033.587646
	Iteration 0F: 2 clusters Score -2.357319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -23447242.000000 Penalty: 6067.175293
	Iteration 0F: 3 clusters Score -2.344724e+07 nChanged 98976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -23508326.000000 Penalty: 6067.175293
	Iteration 1F: 3 clusters Score -2.350833e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -23512366.000000 Penalty: 6067.175293
	Iteration 2Q: 3 clusters Score -2.351237e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 119082 members 
Entering Unmasked Estep 
Score: -23517892.000000 Penalty: 6067.175293
	Iteration 3Q: 3 clusters Score -2.351789e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -23524756.000000 Penalty: 6067.175293
	Iteration 4F: 3 clusters Score -2.352476e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 132206 members 
Entering Unmasked Estep 
Score: -23532296.000000 Penalty: 6067.175293
	Iteration 5F: 3 clusters Score -2.35323e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 138915 members 
Entering Unmasked Estep 
Score: -23539752.000000 Penalty: 6067.175293
	Iteration 6F: 3 clusters Score -2.353975e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 144908 members 
Entering Unmasked Estep 
Score: -23546948.000000 Penalty: 6067.175293
	Iteration 7F: 3 clusters Score -2.354695e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -23552834.000000 Penalty: 6067.175293
	Iteration 8Q: 3 clusters Score -2.355283e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -23557348.000000 Penalty: 6067.175293
	Iteration 9Q: 3 clusters Score -2.355735e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -23560606.000000 Penalty: 6067.175293
	Iteration 10Q: 3 clusters Score -2.356061e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -23562682.000000 Penalty: 6067.175293
	Iteration 11Q: 3 clusters Score -2.356268e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -23563898.000000 Penalty: 6067.175293
	Iteration 12Q: 3 clusters Score -2.35639e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -23564840.000000 Penalty: 6067.175293
	Iteration 13Q: 3 clusters Score -2.356484e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 168111 members 
Entering Unmasked Estep 
Score: -23565280.000000 Penalty: 6067.175293
	Iteration 14Q: 3 clusters Score -2.356528e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 170298 members 
Entering Unmasked Estep 
Score: -23565592.000000 Penalty: 6067.175293
	Iteration 15Q: 3 clusters Score -2.356559e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 172467 members 
Entering Unmasked Estep 
Score: -23565886.000000 Penalty: 6067.175293
	Iteration 16Q: 3 clusters Score -2.356589e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -23566156.000000 Penalty: 6067.175293
	Iteration 17Q: 3 clusters Score -2.356616e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 176625 members 
Entering Unmasked Estep 
Score: -23566432.000000 Penalty: 6067.175293
	Iteration 18Q: 3 clusters Score -2.356643e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 178514 members 
Entering Unmasked Estep 
Score: -23566808.000000 Penalty: 6067.175293
	Iteration 19Q: 3 clusters Score -2.356681e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -23567012.000000 Penalty: 6067.175293
	Iteration 20F: 3 clusters Score -2.356701e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -23567024.000000 Penalty: 6067.175293
	Iteration 21Q: 3 clusters Score -2.356702e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -23567296.000000 Penalty: 6067.175293
	Iteration 22Q: 3 clusters Score -2.35673e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 184709 members 
Entering Unmasked Estep 
Score: -23567444.000000 Penalty: 6067.175293
	Iteration 23Q: 3 clusters Score -2.356744e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 185970 members 
Entering Unmasked Estep 
Score: -23567462.000000 Penalty: 6067.175293
	Iteration 24Q: 3 clusters Score -2.356746e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 187117 members 
Entering Unmasked Estep 
Score: -23567522.000000 Penalty: 6067.175293
	Iteration 25Q: 3 clusters Score -2.356752e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 188191 members 
Entering Unmasked Estep 
Score: -23567564.000000 Penalty: 6067.175293
	Iteration 26Q: 3 clusters Score -2.356756e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 189165 members 
Entering Unmasked Estep 
Score: -23567624.000000 Penalty: 6067.175293
	Iteration 27Q: 3 clusters Score -2.356762e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 190050 members 
Entering Unmasked Estep 
Score: -23567622.000000 Penalty: 6067.175293
	Iteration 28Q: 3 clusters Score -2.356762e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 190884 members 
Entering Unmasked Estep 
Score: -23567758.000000 Penalty: 6067.175293
	Iteration 29Q: 3 clusters Score -2.356776e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 191677 members 
Entering Unmasked Estep 
Score: -23567890.000000 Penalty: 6067.175293
	Iteration 30Q: 3 clusters Score -2.356789e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 192434 members 
Entering Unmasked Estep 
Score: -23567976.000000 Penalty: 6067.175293
	Iteration 31Q: 3 clusters Score -2.356798e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 193161 members 
Entering Unmasked Estep 
Score: -23568072.000000 Penalty: 6067.175293
	Iteration 32Q: 3 clusters Score -2.356807e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 193836 members 
Entering Unmasked Estep 
Score: -23568214.000000 Penalty: 6067.175293
	Iteration 33Q: 3 clusters Score -2.356821e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 194495 members 
Entering Unmasked Estep 
Score: -23568288.000000 Penalty: 6067.175293
	Iteration 34Q: 3 clusters Score -2.356829e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 195121 members 
Entering Unmasked Estep 
Score: -23568390.000000 Penalty: 6067.175293
	Iteration 35Q: 3 clusters Score -2.356839e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 195728 members 
Entering Unmasked Estep 
Score: -23568590.000000 Penalty: 6067.175293
	Iteration 36Q: 3 clusters Score -2.356859e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 196316 members 
Entering Unmasked Estep 
Score: -23568676.000000 Penalty: 6067.175293
	Iteration 37Q: 3 clusters Score -2.356868e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 196848 members 
Entering Unmasked Estep 
Score: -23568688.000000 Penalty: 6067.175293
	Iteration 38Q: 3 clusters Score -2.356869e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 197359 members 
Entering Unmasked Estep 
Score: -23568898.000000 Penalty: 6067.175293
	Iteration 39Q: 3 clusters Score -2.35689e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 197817 members 
Entering Unmasked Estep 
Score: -23568990.000000 Penalty: 6067.175293
	Iteration 40F: 3 clusters Score -2.356899e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 198229 members 
Entering Unmasked Estep 
Score: -23569102.000000 Penalty: 6067.175293
	Iteration 41Q: 3 clusters Score -2.35691e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 198613 members 
Entering Unmasked Estep 
Score: -23569200.000000 Penalty: 6067.175293
	Iteration 42Q: 3 clusters Score -2.35692e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 198985 members 
Entering Unmasked Estep 
Score: -23569322.000000 Penalty: 6067.175293
	Iteration 43Q: 3 clusters Score -2.356932e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 199319 members 
Entering Unmasked Estep 
Score: -23569366.000000 Penalty: 6067.175293
	Iteration 44Q: 3 clusters Score -2.356937e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 199630 members 
Entering Unmasked Estep 
Score: -23569390.000000 Penalty: 6067.175293
	Iteration 45Q: 3 clusters Score -2.356939e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 199931 members 
Entering Unmasked Estep 
Score: -23569480.000000 Penalty: 6067.175293
	Iteration 46Q: 3 clusters Score -2.356948e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 200190 members 
Entering Unmasked Estep 
Score: -23569508.000000 Penalty: 6067.175293
	Iteration 47Q: 3 clusters Score -2.356951e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 200432 members 
Entering Unmasked Estep 
Score: -23569600.000000 Penalty: 6067.175293
	Iteration 48Q: 3 clusters Score -2.35696e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 200649 members 
Entering Unmasked Estep 
Score: -23569658.000000 Penalty: 6067.175293
	Iteration 49Q: 3 clusters Score -2.356966e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 200850 members 
Entering Unmasked Estep 
Score: -23569756.000000 Penalty: 6067.175293
	Iteration 50Q: 3 clusters Score -2.356976e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 201031 members 
Entering Unmasked Estep 
Score: -23569818.000000 Penalty: 6067.175293
	Iteration 51Q: 3 clusters Score -2.356982e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 201209 members 
Entering Unmasked Estep 
Score: -23569888.000000 Penalty: 6067.175293
	Iteration 52Q: 3 clusters Score -2.356989e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 201368 members 
Entering Unmasked Estep 
Score: -23569948.000000 Penalty: 6067.175293
	Iteration 53Q: 3 clusters Score -2.356995e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 201503 members 
Entering Unmasked Estep 
Score: -23570022.000000 Penalty: 6067.175293
	Iteration 54Q: 3 clusters Score -2.357002e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 201631 members 
Entering Unmasked Estep 
Score: -23570042.000000 Penalty: 6067.175293
	Iteration 55Q: 3 clusters Score -2.357004e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 201752 members 
Entering Unmasked Estep 
Score: -23570090.000000 Penalty: 6067.175293
	Iteration 56Q: 3 clusters Score -2.357009e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 201868 members 
Entering Unmasked Estep 
Score: -23570054.000000 Penalty: 6067.175293
	Iteration 57Q: 3 clusters Score -2.357005e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 201970 members 
Entering Unmasked Estep 
Score: -23570098.000000 Penalty: 6067.175293
	Iteration 58Q: 3 clusters Score -2.35701e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 202075 members 
Entering Unmasked Estep 
Score: -23570194.000000 Penalty: 6067.175293
	Iteration 59Q: 3 clusters Score -2.357019e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 202166 members 
Entering Unmasked Estep 
Score: -23570216.000000 Penalty: 6067.175293
	Iteration 60F: 3 clusters Score -2.357022e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 202266 members 
Entering Unmasked Estep 
Score: -23570242.000000 Penalty: 6067.175293
	Iteration 61Q: 3 clusters Score -2.357024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 202365 members 
Entering Unmasked Estep 
Score: -23570306.000000 Penalty: 6067.175293
	Iteration 62Q: 3 clusters Score -2.357031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 202460 members 
Entering Unmasked Estep 
Score: -23570334.000000 Penalty: 6067.175293
	Iteration 63Q: 3 clusters Score -2.357033e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 202543 members 
Entering Unmasked Estep 
Score: -23570334.000000 Penalty: 6067.175293
	Iteration 64Q: 3 clusters Score -2.357033e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 202624 members 
Entering Unmasked Estep 
Score: -23570378.000000 Penalty: 6067.175293
	Iteration 65Q: 3 clusters Score -2.357038e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 202703 members 
Entering Unmasked Estep 
Score: -23570376.000000 Penalty: 6067.175293
	Iteration 66Q: 3 clusters Score -2.357038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 202768 members 
Entering Unmasked Estep 
Score: -23570410.000000 Penalty: 6067.175293
	Iteration 67Q: 3 clusters Score -2.357041e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 202832 members 
Entering Unmasked Estep 
Score: -23570440.000000 Penalty: 6067.175293
	Iteration 68Q: 3 clusters Score -2.357044e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 202890 members 
Entering Unmasked Estep 
Score: -23570486.000000 Penalty: 6067.175293
	Iteration 69Q: 3 clusters Score -2.357049e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 202952 members 
Entering Unmasked Estep 
Score: -23570502.000000 Penalty: 6067.175293
	Iteration 70Q: 3 clusters Score -2.35705e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 203017 members 
Entering Unmasked Estep 
Score: -23570532.000000 Penalty: 6067.175293
	Iteration 71Q: 3 clusters Score -2.357053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 203071 members 
Entering Unmasked Estep 
Score: -23570558.000000 Penalty: 6067.175293
	Iteration 72Q: 3 clusters Score -2.357056e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 203120 members 
Entering Unmasked Estep 
Score: -23570580.000000 Penalty: 6067.175293
	Iteration 73Q: 3 clusters Score -2.357058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 203166 members 
Entering Unmasked Estep 
Score: -23570584.000000 Penalty: 6067.175293
	Iteration 74Q: 3 clusters Score -2.357058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 203198 members 
Entering Unmasked Estep 
Score: -23570578.000000 Penalty: 6067.175293
	Iteration 75Q: 3 clusters Score -2.357058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 203235 members 
Entering Unmasked Estep 
Score: -23570586.000000 Penalty: 6067.175293
	Iteration 76Q: 3 clusters Score -2.357059e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 203270 members 
Entering Unmasked Estep 
Score: -23570590.000000 Penalty: 6067.175293
	Iteration 77Q: 3 clusters Score -2.357059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 203292 members 
Entering Unmasked Estep 
Score: -23570602.000000 Penalty: 6067.175293
	Iteration 78Q: 3 clusters Score -2.35706e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 203310 members 
Entering Unmasked Estep 
Score: -23570586.000000 Penalty: 6067.175293
	Iteration 79Q: 3 clusters Score -2.357059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 203325 members 
Entering Unmasked Estep 
Score: -23570592.000000 Penalty: 6067.175293
	Iteration 80F: 3 clusters Score -2.357059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 203342 members 
Entering Unmasked Estep 
Score: -23570598.000000 Penalty: 6067.175293
	Iteration 81Q: 3 clusters Score -2.35706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 203356 members 
Entering Unmasked Estep 
Score: -23570600.000000 Penalty: 6067.175293
	Iteration 82Q: 3 clusters Score -2.35706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 203361 members 
Entering Unmasked Estep 
Score: -23570616.000000 Penalty: 6067.175293
	Iteration 83Q: 3 clusters Score -2.357062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 203364 members 
Entering Unmasked Estep 
Score: -23570636.000000 Penalty: 6067.175293
	Iteration 84Q: 3 clusters Score -2.357064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 203368 members 
Entering Unmasked Estep 
Score: -23570644.000000 Penalty: 6067.175293
	Iteration 85Q: 3 clusters Score -2.357064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 203376 members 
Entering Unmasked Estep 
Score: -23570638.000000 Penalty: 6067.175293
	Iteration 86Q: 3 clusters Score -2.357064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 203382 members 
Entering Unmasked Estep 
Score: -23570648.000000 Penalty: 6067.175293
	Iteration 87Q: 3 clusters Score -2.357065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 203385 members 
Entering Unmasked Estep 
Score: -23570660.000000 Penalty: 6067.175293
	Iteration 88Q: 3 clusters Score -2.357066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 203387 members 
Entering Unmasked Estep 
Score: -23570656.000000 Penalty: 6067.175293
	Iteration 89Q: 3 clusters Score -2.357066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 203388 members 
Entering Unmasked Estep 
Score: -23570650.000000 Penalty: 6067.175293
	Iteration 90Q: 3 clusters Score -2.357065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 203389 members 
Entering Unmasked Estep 
Score: -23570644.000000 Penalty: 6067.175293
	Iteration 91Q: 3 clusters Score -2.357064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 203394 members 
Entering Unmasked Estep 
Score: -23570660.000000 Penalty: 6067.175293
	Iteration 92Q: 3 clusters Score -2.357066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 203397 members 
Entering Unmasked Estep 
Score: -23570656.000000 Penalty: 6067.175293
	Iteration 93Q: 3 clusters Score -2.357066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 203402 members 
Entering Unmasked Estep 
Score: -23570652.000000 Penalty: 6067.175293
	Iteration 94Q: 3 clusters Score -2.357065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -23570634.000000 Penalty: 6067.175293
	Iteration 95Q: 3 clusters Score -2.357063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 203418 members 
Entering Unmasked Estep 
Score: -23570630.000000 Penalty: 6067.175293
	Iteration 96Q: 3 clusters Score -2.357063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 203424 members 
Entering Unmasked Estep 
Score: -23570638.000000 Penalty: 6067.175293
	Iteration 97Q: 3 clusters Score -2.357064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 203432 members 
Entering Unmasked Estep 
Score: -23570632.000000 Penalty: 6067.175293
	Iteration 98Q: 3 clusters Score -2.357063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 203443 members 
Entering Unmasked Estep 
Score: -23570620.000000 Penalty: 6067.175293
	Iteration 99Q: 3 clusters Score -2.357062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 203450 members 
Entering Unmasked Estep 
Score: -23570624.000000 Penalty: 6067.175293
	Iteration 100F: 3 clusters Score -2.357062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 203459 members 
Entering Unmasked Estep 
Score: -23570612.000000 Penalty: 6067.175293
	Iteration 101Q: 3 clusters Score -2.357061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 203470 members 
Entering Unmasked Estep 
Score: -23570620.000000 Penalty: 6067.175293
	Iteration 102Q: 3 clusters Score -2.357062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 203482 members 
Entering Unmasked Estep 
Score: -23570628.000000 Penalty: 6067.175293
	Iteration 103Q: 3 clusters Score -2.357063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 203488 members 
Entering Unmasked Estep 
Score: -23570638.000000 Penalty: 6067.175293
	Iteration 104Q: 3 clusters Score -2.357064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 203493 members 
Entering Unmasked Estep 
Score: -23570634.000000 Penalty: 6067.175293
	Iteration 105Q: 3 clusters Score -2.357063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 203503 members 
Entering Unmasked Estep 
Score: -23570628.000000 Penalty: 6067.175293
	Iteration 106Q: 3 clusters Score -2.357063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 203510 members 
Entering Unmasked Estep 
Score: -23570624.000000 Penalty: 6067.175293
	Iteration 107Q: 3 clusters Score -2.357062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 203517 members 
Entering Unmasked Estep 
Score: -23570624.000000 Penalty: 6067.175293
	Iteration 108Q: 3 clusters Score -2.357062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 203522 members 
Entering Unmasked Estep 
Score: -23570624.000000 Penalty: 6067.175293
	Iteration 109Q: 3 clusters Score -2.357062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 203525 members 
Entering Unmasked Estep 
Score: -23570624.000000 Penalty: 6067.175293
	Iteration 110Q: 3 clusters Score -2.357062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 203527 members 
Entering Unmasked Estep 
Score: -23570628.000000 Penalty: 6067.175293
	Iteration 111Q: 3 clusters Score -2.357063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 203532 members 
Entering Unmasked Estep 
Score: -23570638.000000 Penalty: 6067.175293
	Iteration 112Q: 3 clusters Score -2.357064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 203533 members 
Entering Unmasked Estep 
Score: -23570628.000000 Penalty: 6067.175293
	Iteration 113Q: 3 clusters Score -2.357063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 203533 members 
Entering Unmasked Estep 
Score: -23570648.000000 Penalty: 6067.175293
	Iteration 114Q: 3 clusters Score -2.357065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 203533 members 
Entering Unmasked Estep 
Score: -23570652.000000 Penalty: 6067.175293
	Iteration 115Q: 3 clusters Score -2.357065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 203534 members 
Entering Unmasked Estep 
Score: -23570650.000000 Penalty: 6067.175293
	Iteration 116Q: 3 clusters Score -2.357065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 203535 members 
Entering Unmasked Estep 
Score: -23570648.000000 Penalty: 6067.175293
	Iteration 117Q: 3 clusters Score -2.357065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 203535 members 
Entering Unmasked Estep 
Score: -23570648.000000 Penalty: 6067.175293
	Iteration 118F: 3 clusters Score -2.357065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 319825 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 70336 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36443 members 
Mstep: Class 18 contains 63713 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 128524 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114643056.000000 Penalty: 78900.445312
Iteration 79Q: 24 clusters Score -1.146431e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 10610 members 
Mstep: Class 3 contains 319818 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 70331 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 21449 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 36191 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 63721 members 
Mstep: Class 19 contains 34220 members 
Mstep: Class 20 contains 128522 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205295 members 
Mstep: Class 23 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114643576.000000 Penalty: 78900.445312
Iteration 80F: 24 clusters Score -1.146436e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 10850 members 
Mstep: Class 3 contains 319807 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 70309 members 
Mstep: Class 6 contains 8509 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 21446 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 35938 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 63728 members 
Mstep: Class 19 contains 34217 members 
Mstep: Class 20 contains 128518 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 205288 members 
Mstep: Class 23 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644016.000000 Penalty: 78900.445312
Iteration 81Q: 24 clusters Score -1.14644e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 11079 members 
Mstep: Class 3 contains 319827 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 70299 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 21447 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 35674 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 63728 members 
Mstep: Class 19 contains 34212 members 
Mstep: Class 20 contains 128514 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 205300 members 
Mstep: Class 23 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644168.000000 Penalty: 78900.445312
Iteration 82Q: 24 clusters Score -1.146442e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 319858 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 70292 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 35401 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 63732 members 
Mstep: Class 19 contains 34206 members 
Mstep: Class 20 contains 128513 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 205308 members 
Mstep: Class 23 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644344.000000 Penalty: 78900.445312
Iteration 83Q: 24 clusters Score -1.146443e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 319895 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 70293 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21436 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 35124 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 63733 members 
Mstep: Class 19 contains 34200 members 
Mstep: Class 20 contains 128503 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 205316 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644312.000000 Penalty: 78900.445312
Iteration 84Q: 24 clusters Score -1.146443e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 11800 members 
Mstep: Class 3 contains 319899 members 
Mstep: Class 4 contains 326 members 
Mstep: Class 5 contains 70299 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 34835 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 63732 members 
Mstep: Class 19 contains 34199 members 
Mstep: Class 20 contains 128504 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205323 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644360.000000 Penalty: 78900.445312
Iteration 85Q: 24 clusters Score -1.146444e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 319927 members 
Mstep: Class 4 contains 316 members 
Mstep: Class 5 contains 70310 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21436 members 
Mstep: Class 10 contains 17683 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 63724 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 128499 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205318 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644504.000000 Penalty: 78900.445312
Iteration 86Q: 24 clusters Score -1.146445e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 319949 members 
Mstep: Class 4 contains 312 members 
Mstep: Class 5 contains 70319 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 34222 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 63726 members 
Mstep: Class 19 contains 34191 members 
Mstep: Class 20 contains 128494 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205310 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644584.000000 Penalty: 78900.445312
Iteration 87Q: 24 clusters Score -1.146446e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 12630 members 
Mstep: Class 3 contains 319988 members 
Mstep: Class 4 contains 308 members 
Mstep: Class 5 contains 70330 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 17686 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 33880 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 63729 members 
Mstep: Class 19 contains 34182 members 
Mstep: Class 20 contains 128494 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205297 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644584.000000 Penalty: 78900.445312
Iteration 88Q: 24 clusters Score -1.146446e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 320007 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70355 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 33505 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 63738 members 
Mstep: Class 19 contains 34174 members 
Mstep: Class 20 contains 128494 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205287 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644888.000000 Penalty: 78900.445312
Iteration 89Q: 24 clusters Score -1.146449e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 13252 members 
Mstep: Class 3 contains 320024 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 70364 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 33144 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 63745 members 
Mstep: Class 19 contains 34170 members 
Mstep: Class 20 contains 128495 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205277 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114645176.000000 Penalty: 78900.445312
Iteration 90Q: 24 clusters Score -1.146452e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 320020 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70379 members 
Mstep: Class 6 contains 8504 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 17689 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 32747 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63746 members 
Mstep: Class 19 contains 34164 members 
Mstep: Class 20 contains 128492 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205278 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114645456.000000 Penalty: 78900.445312
Iteration 91Q: 24 clusters Score -1.146455e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 320007 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70394 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 32297 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63753 members 
Mstep: Class 19 contains 34159 members 
Mstep: Class 20 contains 128489 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205285 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114645576.000000 Penalty: 78900.445312
Iteration 92Q: 24 clusters Score -1.146456e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 14434 members 
Mstep: Class 3 contains 319994 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70403 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 17692 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 31834 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63762 members 
Mstep: Class 19 contains 34156 members 
Mstep: Class 20 contains 128489 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205300 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114645832.000000 Penalty: 78900.445312
Iteration 93Q: 24 clusters Score -1.146458e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 14875 members 
Mstep: Class 3 contains 319973 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70418 members 
Mstep: Class 6 contains 8510 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17690 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 31350 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63768 members 
Mstep: Class 19 contains 34152 members 
Mstep: Class 20 contains 128488 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205298 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114645928.000000 Penalty: 78900.445312
Iteration 94Q: 24 clusters Score -1.146459e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 15356 members 
Mstep: Class 3 contains 319948 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70435 members 
Mstep: Class 6 contains 8511 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 17690 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 30842 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63778 members 
Mstep: Class 19 contains 34143 members 
Mstep: Class 20 contains 128475 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205286 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114646368.000000 Penalty: 78900.445312
Iteration 95Q: 24 clusters Score -1.146464e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 15896 members 
Mstep: Class 3 contains 319937 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70453 members 
Mstep: Class 6 contains 8511 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 30247 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63787 members 
Mstep: Class 19 contains 34136 members 
Mstep: Class 20 contains 128463 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205292 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114646720.000000 Penalty: 78900.445312
Iteration 96Q: 24 clusters Score -1.146467e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 16544 members 
Mstep: Class 3 contains 319899 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70477 members 
Mstep: Class 6 contains 8514 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 29563 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63789 members 
Mstep: Class 19 contains 34122 members 
Mstep: Class 20 contains 128461 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 205303 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114647240.000000 Penalty: 78900.445312
Iteration 97Q: 24 clusters Score -1.146472e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 17167 members 
Mstep: Class 3 contains 319860 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70521 members 
Mstep: Class 6 contains 8515 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 17683 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 28862 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63793 members 
Mstep: Class 19 contains 34108 members 
Mstep: Class 20 contains 128460 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 205332 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114647448.000000 Penalty: 78900.445312
Iteration 98Q: 24 clusters Score -1.146474e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 17772 members 
Mstep: Class 3 contains 319823 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70566 members 
Mstep: Class 6 contains 8512 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21412 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 28193 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 34083 members 
Mstep: Class 20 contains 128455 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205367 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114647440.000000 Penalty: 78900.445312
Iteration 99Q: 24 clusters Score -1.146474e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 18349 members 
Mstep: Class 3 contains 319761 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 70611 members 
Mstep: Class 6 contains 8514 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21410 members 
Mstep: Class 10 contains 17681 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 27571 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 34057 members 
Mstep: Class 20 contains 128455 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205409 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114648056.000000 Penalty: 78900.445312
Iteration 100F: 24 clusters Score -1.146481e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 19079 members 
Mstep: Class 3 contains 319700 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 70653 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21394 members 
Mstep: Class 10 contains 17680 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 26858 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 34030 members 
Mstep: Class 20 contains 128443 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205437 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114648728.000000 Penalty: 78900.445312
Iteration 101Q: 24 clusters Score -1.146487e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 19796 members 
Mstep: Class 3 contains 319623 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 70714 members 
Mstep: Class 6 contains 8497 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21395 members 
Mstep: Class 10 contains 17678 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 26124 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63796 members 
Mstep: Class 19 contains 34000 members 
Mstep: Class 20 contains 128437 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205447 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114649704.000000 Penalty: 78900.445312
Iteration 102Q: 24 clusters Score -1.146497e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 20433 members 
Mstep: Class 3 contains 319530 members 
Mstep: Class 4 contains 297 members 
Mstep: Class 5 contains 70775 members 
Mstep: Class 6 contains 8498 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21402 members 
Mstep: Class 10 contains 17675 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 25461 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 33972 members 
Mstep: Class 20 contains 128422 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205452 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114650224.000000 Penalty: 78900.445312
Iteration 103Q: 24 clusters Score -1.146502e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 20981 members 
Mstep: Class 3 contains 319391 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70830 members 
Mstep: Class 6 contains 8491 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21414 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 24920 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 33939 members 
Mstep: Class 20 contains 128407 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205459 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114650688.000000 Penalty: 78900.445312
Iteration 104Q: 24 clusters Score -1.146507e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 319308 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70870 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 17668 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 24460 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63796 members 
Mstep: Class 19 contains 33905 members 
Mstep: Class 20 contains 128395 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205468 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114651016.000000 Penalty: 78900.445312
Iteration 105Q: 24 clusters Score -1.14651e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 21749 members 
Mstep: Class 3 contains 319235 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70884 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 17661 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 24119 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63792 members 
Mstep: Class 19 contains 33868 members 
Mstep: Class 20 contains 128390 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205468 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114651520.000000 Penalty: 78900.445312
Iteration 106Q: 24 clusters Score -1.146515e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 21968 members 
Mstep: Class 3 contains 319176 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70913 members 
Mstep: Class 6 contains 8494 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 17656 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23873 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63791 members 
Mstep: Class 19 contains 33822 members 
Mstep: Class 20 contains 128397 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205472 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114651896.000000 Penalty: 78900.445312
Iteration 107Q: 24 clusters Score -1.146519e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 22178 members 
Mstep: Class 3 contains 319121 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70917 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 17649 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23677 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 33784 members 
Mstep: Class 20 contains 128402 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 205477 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114651936.000000 Penalty: 78900.445312
Iteration 108Q: 24 clusters Score -1.146519e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 22350 members 
Mstep: Class 3 contains 319069 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70920 members 
Mstep: Class 6 contains 8488 members 
Mstep: Class 7 contains 2046 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 17645 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23560 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63811 members 
Mstep: Class 19 contains 33754 members 
Mstep: Class 20 contains 128398 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205466 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652256.000000 Penalty: 78900.445312
Iteration 109Q: 24 clusters Score -1.146523e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 22446 members 
Mstep: Class 3 contains 319026 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70924 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 17642 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4148 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23498 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63812 members 
Mstep: Class 19 contains 33721 members 
Mstep: Class 20 contains 128402 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205453 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652376.000000 Penalty: 78900.445312
Iteration 110Q: 24 clusters Score -1.146524e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 22555 members 
Mstep: Class 3 contains 318987 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70926 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21429 members 
Mstep: Class 10 contains 17636 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23450 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63801 members 
Mstep: Class 19 contains 33692 members 
Mstep: Class 20 contains 128406 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205438 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652296.000000 Penalty: 78900.445312
Iteration 111Q: 24 clusters Score -1.146523e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 22642 members 
Mstep: Class 3 contains 318927 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70920 members 
Mstep: Class 6 contains 8490 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 17631 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23401 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63796 members 
Mstep: Class 19 contains 33675 members 
Mstep: Class 20 contains 128405 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205459 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652416.000000 Penalty: 78900.445312
Iteration 112Q: 24 clusters Score -1.146524e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 22706 members 
Mstep: Class 3 contains 318891 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70932 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 17627 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23352 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63794 members 
Mstep: Class 19 contains 33653 members 
Mstep: Class 20 contains 128407 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205452 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652464.000000 Penalty: 78900.445312
Iteration 113Q: 24 clusters Score -1.146525e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 22740 members 
Mstep: Class 3 contains 318870 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70941 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 17626 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23301 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63789 members 
Mstep: Class 19 contains 33626 members 
Mstep: Class 20 contains 128417 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205459 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652392.000000 Penalty: 78900.445312
Iteration 114Q: 24 clusters Score -1.146524e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 22776 members 
Mstep: Class 3 contains 318848 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70949 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 17625 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23264 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63785 members 
Mstep: Class 19 contains 33600 members 
Mstep: Class 20 contains 128423 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 205458 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652552.000000 Penalty: 78900.445312
Iteration 115Q: 24 clusters Score -1.146526e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 22809 members 
Mstep: Class 3 contains 318841 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70941 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 17625 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23231 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33583 members 
Mstep: Class 20 contains 128426 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 205445 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652576.000000 Penalty: 78900.445312
Iteration 116Q: 24 clusters Score -1.146526e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 22843 members 
Mstep: Class 3 contains 318856 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70930 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 17625 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23203 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33564 members 
Mstep: Class 20 contains 128430 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 205432 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652536.000000 Penalty: 78900.445312
Iteration 117Q: 24 clusters Score -1.146525e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 22869 members 
Mstep: Class 3 contains 318877 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70923 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21425 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63792 members 
Mstep: Class 19 contains 33551 members 
Mstep: Class 20 contains 128434 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 205419 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114652616.000000 Penalty: 78900.445312
Iteration 118Q: 24 clusters Score -1.146526e+08 nChanged 213
Entering ConstructFrom: 
Score: -114652616.000000 Penalty: 78900.445312
Entering ConstructFrom: 
Trying to split cluster 1 (87214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Entering Unmasked Estep 
Score: -10137790.000000 Penalty: 2821.277832
	Iteration 0F: 2 clusters Score -1.013779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -10079196.000000 Penalty: 5642.555664
	Iteration 0F: 3 clusters Score -1.00792e+07 nChanged 41161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -10102922.000000 Penalty: 5642.555664
	Iteration 1F: 3 clusters Score -1.010292e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -10103883.000000 Penalty: 5642.555664
	Iteration 2Q: 3 clusters Score -1.010388e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -10105263.000000 Penalty: 5642.555664
	Iteration 3Q: 3 clusters Score -1.010526e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -10107413.000000 Penalty: 5642.555664
	Iteration 4Q: 3 clusters Score -1.010741e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -10110475.000000 Penalty: 5642.555664
	Iteration 5F: 3 clusters Score -1.011048e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -10114462.000000 Penalty: 5642.555664
	Iteration 6F: 3 clusters Score -1.011446e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -10119148.000000 Penalty: 5642.555664
	Iteration 7F: 3 clusters Score -1.011915e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -10123951.000000 Penalty: 5642.555664
	Iteration 8F: 3 clusters Score -1.012395e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -10128036.000000 Penalty: 5642.555664
	Iteration 9F: 3 clusters Score -1.012804e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -10131019.000000 Penalty: 5642.555664
	Iteration 10Q: 3 clusters Score -1.013102e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -10133009.000000 Penalty: 5642.555664
	Iteration 11Q: 3 clusters Score -1.013301e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -10134066.000000 Penalty: 5642.555664
	Iteration 12Q: 3 clusters Score -1.013407e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -10134689.000000 Penalty: 5642.555664
	Iteration 13Q: 3 clusters Score -1.013469e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -10134979.000000 Penalty: 5642.555664
	Iteration 14Q: 3 clusters Score -1.013498e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -10135142.000000 Penalty: 5642.555664
	Iteration 15Q: 3 clusters Score -1.013514e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -10135266.000000 Penalty: 5642.555664
	Iteration 16Q: 3 clusters Score -1.013527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -10135340.000000 Penalty: 5642.555664
	Iteration 17Q: 3 clusters Score -1.013534e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -10135378.000000 Penalty: 5642.555664
	Iteration 18Q: 3 clusters Score -1.013538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -10135414.000000 Penalty: 5642.555664
	Iteration 19Q: 3 clusters Score -1.013541e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -10135436.000000 Penalty: 5642.555664
	Iteration 20F: 3 clusters Score -1.013544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -10135450.000000 Penalty: 5642.555664
	Iteration 21Q: 3 clusters Score -1.013545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -10135460.000000 Penalty: 5642.555664
	Iteration 22Q: 3 clusters Score -1.013546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -10135475.000000 Penalty: 5642.555664
	Iteration 23Q: 3 clusters Score -1.013548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -10135474.000000 Penalty: 5642.555664
	Iteration 24Q: 3 clusters Score -1.013547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -10135495.000000 Penalty: 5642.555664
	Iteration 25Q: 3 clusters Score -1.01355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -10135502.000000 Penalty: 5642.555664
	Iteration 26Q: 3 clusters Score -1.01355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -10135510.000000 Penalty: 5642.555664
	Iteration 27Q: 3 clusters Score -1.013551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -10135512.000000 Penalty: 5642.555664
	Iteration 28Q: 3 clusters Score -1.013551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -10135504.000000 Penalty: 5642.555664
	Iteration 29Q: 3 clusters Score -1.01355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -10135524.000000 Penalty: 5642.555664
	Iteration 30Q: 3 clusters Score -1.013552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -10135525.000000 Penalty: 5642.555664
	Iteration 31Q: 3 clusters Score -1.013552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -10135520.000000 Penalty: 5642.555664
	Iteration 32Q: 3 clusters Score -1.013552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -10135529.000000 Penalty: 5642.555664
	Iteration 33Q: 3 clusters Score -1.013553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -10135525.000000 Penalty: 5642.555664
	Iteration 34Q: 3 clusters Score -1.013552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -10135531.000000 Penalty: 5642.555664
	Iteration 35Q: 3 clusters Score -1.013553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 86605 members 
Entering Unmasked Estep 
Score: -10135531.000000 Penalty: 5642.555664
	Iteration 36F: 3 clusters Score -1.013553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Entering Unmasked Estep 
Score: -2690015.750000 Penalty: 2489.601807
	Iteration 0F: 2 clusters Score -2690016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2674026.250000 Penalty: 4979.203613
	Iteration 0F: 3 clusters Score -2674026 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2679363.000000 Penalty: 4979.203613
	Iteration 1F: 3 clusters Score -2679363 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2679798.000000 Penalty: 4979.203613
	Iteration 2F: 3 clusters Score -2679798 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2680130.000000 Penalty: 4979.203613
	Iteration 3Q: 3 clusters Score -2680130 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2680404.000000 Penalty: 4979.203613
	Iteration 4Q: 3 clusters Score -2680404 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2680657.500000 Penalty: 4979.203613
	Iteration 5Q: 3 clusters Score -2680658 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2680883.000000 Penalty: 4979.203613
	Iteration 6Q: 3 clusters Score -2680883 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2681075.500000 Penalty: 4979.203613
	Iteration 7Q: 3 clusters Score -2681076 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2681249.250000 Penalty: 4979.203613
	Iteration 8Q: 3 clusters Score -2681249 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2681398.750000 Penalty: 4979.203613
	Iteration 9Q: 3 clusters Score -2681399 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2681541.000000 Penalty: 4979.203613
	Iteration 10Q: 3 clusters Score -2681541 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2681658.500000 Penalty: 4979.203613
	Iteration 11Q: 3 clusters Score -2681658 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2681804.750000 Penalty: 4979.203613
	Iteration 12Q: 3 clusters Score -2681805 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2681966.750000 Penalty: 4979.203613
	Iteration 13Q: 3 clusters Score -2681967 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2682134.500000 Penalty: 4979.203613
	Iteration 14Q: 3 clusters Score -2682134 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2682338.750000 Penalty: 4979.203613
	Iteration 15Q: 3 clusters Score -2682339 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2682617.250000 Penalty: 4979.203613
	Iteration 16Q: 3 clusters Score -2682617 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2682972.000000 Penalty: 4979.203613
	Iteration 17Q: 3 clusters Score -2682972 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2683412.000000 Penalty: 4979.203613
	Iteration 18Q: 3 clusters Score -2683412 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2683977.250000 Penalty: 4979.203613
	Iteration 19Q: 3 clusters Score -2683977 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2684464.500000 Penalty: 4979.203613
	Iteration 20F: 3 clusters Score -2684464 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2684872.500000 Penalty: 4979.203613
	Iteration 21Q: 3 clusters Score -2684872 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2685103.250000 Penalty: 4979.203613
	Iteration 22Q: 3 clusters Score -2685103 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2685276.500000 Penalty: 4979.203613
	Iteration 23Q: 3 clusters Score -2685276 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2685438.000000 Penalty: 4979.203613
	Iteration 24Q: 3 clusters Score -2685438 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2685555.500000 Penalty: 4979.203613
	Iteration 25Q: 3 clusters Score -2685556 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2685700.500000 Penalty: 4979.203613
	Iteration 26Q: 3 clusters Score -2685700 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2685845.500000 Penalty: 4979.203613
	Iteration 27Q: 3 clusters Score -2685846 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2685982.250000 Penalty: 4979.203613
	Iteration 28Q: 3 clusters Score -2685982 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2686133.250000 Penalty: 4979.203613
	Iteration 29Q: 3 clusters Score -2686133 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2686286.500000 Penalty: 4979.203613
	Iteration 30Q: 3 clusters Score -2686286 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2686411.000000 Penalty: 4979.203613
	Iteration 31Q: 3 clusters Score -2686411 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2686539.000000 Penalty: 4979.203613
	Iteration 32Q: 3 clusters Score -2686539 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2686673.000000 Penalty: 4979.203613
	Iteration 33Q: 3 clusters Score -2686673 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2686783.000000 Penalty: 4979.203613
	Iteration 34Q: 3 clusters Score -2686783 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2686875.000000 Penalty: 4979.203613
	Iteration 35Q: 3 clusters Score -2686875 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2686960.000000 Penalty: 4979.203613
	Iteration 36Q: 3 clusters Score -2686960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2687051.750000 Penalty: 4979.203613
	Iteration 37Q: 3 clusters Score -2687052 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2687150.250000 Penalty: 4979.203613
	Iteration 38Q: 3 clusters Score -2687150 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2687226.750000 Penalty: 4979.203613
	Iteration 39Q: 3 clusters Score -2687227 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2687296.000000 Penalty: 4979.203613
	Iteration 40F: 3 clusters Score -2687296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2687367.250000 Penalty: 4979.203613
	Iteration 41Q: 3 clusters Score -2687367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2687418.250000 Penalty: 4979.203613
	Iteration 42Q: 3 clusters Score -2687418 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2687473.250000 Penalty: 4979.203613
	Iteration 43Q: 3 clusters Score -2687473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2687524.500000 Penalty: 4979.203613
	Iteration 44Q: 3 clusters Score -2687524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2687560.000000 Penalty: 4979.203613
	Iteration 45Q: 3 clusters Score -2687560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2687589.000000 Penalty: 4979.203613
	Iteration 46Q: 3 clusters Score -2687589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2687631.500000 Penalty: 4979.203613
	Iteration 47Q: 3 clusters Score -2687632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2687671.250000 Penalty: 4979.203613
	Iteration 48Q: 3 clusters Score -2687671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2687706.250000 Penalty: 4979.203613
	Iteration 49Q: 3 clusters Score -2687706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2687738.750000 Penalty: 4979.203613
	Iteration 50Q: 3 clusters Score -2687739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2687761.250000 Penalty: 4979.203613
	Iteration 51Q: 3 clusters Score -2687761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2687782.250000 Penalty: 4979.203613
	Iteration 52Q: 3 clusters Score -2687782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2687801.500000 Penalty: 4979.203613
	Iteration 53Q: 3 clusters Score -2687802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2687814.250000 Penalty: 4979.203613
	Iteration 54Q: 3 clusters Score -2687814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2687830.500000 Penalty: 4979.203613
	Iteration 55Q: 3 clusters Score -2687830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2687849.250000 Penalty: 4979.203613
	Iteration 56Q: 3 clusters Score -2687849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2687863.000000 Penalty: 4979.203613
	Iteration 57Q: 3 clusters Score -2687863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2687872.500000 Penalty: 4979.203613
	Iteration 58Q: 3 clusters Score -2687872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2687884.000000 Penalty: 4979.203613
	Iteration 59Q: 3 clusters Score -2687884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2687885.250000 Penalty: 4979.203613
	Iteration 60F: 3 clusters Score -2687885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2687892.250000 Penalty: 4979.203613
	Iteration 61Q: 3 clusters Score -2687892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2687893.500000 Penalty: 4979.203613
	Iteration 62Q: 3 clusters Score -2687894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2687905.250000 Penalty: 4979.203613
	Iteration 63Q: 3 clusters Score -2687905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2687906.750000 Penalty: 4979.203613
	Iteration 64Q: 3 clusters Score -2687907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2687916.250000 Penalty: 4979.203613
	Iteration 65Q: 3 clusters Score -2687916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2687915.500000 Penalty: 4979.203613
	Iteration 66Q: 3 clusters Score -2687916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2687929.000000 Penalty: 4979.203613
	Iteration 67Q: 3 clusters Score -2687929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2687931.500000 Penalty: 4979.203613
	Iteration 68Q: 3 clusters Score -2687932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2687932.000000 Penalty: 4979.203613
	Iteration 69Q: 3 clusters Score -2687932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2687937.500000 Penalty: 4979.203613
	Iteration 70Q: 3 clusters Score -2687938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2687944.000000 Penalty: 4979.203613
	Iteration 71Q: 3 clusters Score -2687944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2687946.750000 Penalty: 4979.203613
	Iteration 72Q: 3 clusters Score -2687947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2687946.000000 Penalty: 4979.203613
	Iteration 73Q: 3 clusters Score -2687946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2687945.750000 Penalty: 4979.203613
	Iteration 74Q: 3 clusters Score -2687946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2687946.250000 Penalty: 4979.203613
	Iteration 75Q: 3 clusters Score -2687946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2687944.250000 Penalty: 4979.203613
	Iteration 76Q: 3 clusters Score -2687944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2687945.000000 Penalty: 4979.203613
	Iteration 77Q: 3 clusters Score -2687945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2687948.250000 Penalty: 4979.203613
	Iteration 78Q: 3 clusters Score -2687948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2687948.250000 Penalty: 4979.203613
	Iteration 79F: 3 clusters Score -2687948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (318876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318876 members 
Entering Unmasked Estep 
Score: -36470152.000000 Penalty: 3142.794434
	Iteration 0F: 2 clusters Score -3.647015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159359 members 
Mstep: Class 2 contains 159517 members 
Entering Unmasked Estep 
Score: -36273840.000000 Penalty: 6285.588867
	Iteration 0F: 3 clusters Score -3.627384e+07 nChanged 154292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161377 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -36364536.000000 Penalty: 6285.588867
	Iteration 1F: 3 clusters Score -3.636454e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162375 members 
Mstep: Class 2 contains 156501 members 
Entering Unmasked Estep 
Score: -36365460.000000 Penalty: 6285.588867
	Iteration 2Q: 3 clusters Score -3.636546e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163699 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -36366600.000000 Penalty: 6285.588867
	Iteration 3Q: 3 clusters Score -3.63666e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 153155 members 
Entering Unmasked Estep 
Score: -36367668.000000 Penalty: 6285.588867
	Iteration 4Q: 3 clusters Score -3.636767e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 150478 members 
Entering Unmasked Estep 
Score: -36368968.000000 Penalty: 6285.588867
	Iteration 5Q: 3 clusters Score -3.636897e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -36371160.000000 Penalty: 6285.588867
	Iteration 6Q: 3 clusters Score -3.637116e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177501 members 
Mstep: Class 2 contains 141375 members 
Entering Unmasked Estep 
Score: -36373752.000000 Penalty: 6285.588867
	Iteration 7Q: 3 clusters Score -3.637375e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184174 members 
Mstep: Class 2 contains 134702 members 
Entering Unmasked Estep 
Score: -36376556.000000 Penalty: 6285.588867
	Iteration 8Q: 3 clusters Score -3.637656e+07 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 126540 members 
Entering Unmasked Estep 
Score: -36380864.000000 Penalty: 6285.588867
	Iteration 9Q: 3 clusters Score -3.638086e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201720 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -36387292.000000 Penalty: 6285.588867
	Iteration 10Q: 3 clusters Score -3.638729e+07 nChanged 17182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211154 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -36395884.000000 Penalty: 6285.588867
	Iteration 11F: 3 clusters Score -3.639588e+07 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218628 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -36407952.000000 Penalty: 6285.588867
	Iteration 12F: 3 clusters Score -3.640795e+07 nChanged 18351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222081 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -36420216.000000 Penalty: 6285.588867
	Iteration 13F: 3 clusters Score -3.642022e+07 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221956 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -36426012.000000 Penalty: 6285.588867
	Iteration 14Q: 3 clusters Score -3.642601e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221027 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -36427676.000000 Penalty: 6285.588867
	Iteration 15Q: 3 clusters Score -3.642768e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220112 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -36428028.000000 Penalty: 6285.588867
	Iteration 16Q: 3 clusters Score -3.642803e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219183 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -36428084.000000 Penalty: 6285.588867
	Iteration 17Q: 3 clusters Score -3.642808e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218195 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -36427788.000000 Penalty: 6285.588867
	Iteration 18Q: 3 clusters Score -3.642779e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217111 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -36427580.000000 Penalty: 6285.588867
	Iteration 19Q: 3 clusters Score -3.642758e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215864 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -36427436.000000 Penalty: 6285.588867
	Iteration 20F: 3 clusters Score -3.642744e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214484 members 
Mstep: Class 2 contains 104392 members 
Entering Unmasked Estep 
Score: -36427352.000000 Penalty: 6285.588867
	Iteration 21Q: 3 clusters Score -3.642735e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212993 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -36427076.000000 Penalty: 6285.588867
	Iteration 22Q: 3 clusters Score -3.642708e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211344 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -36426804.000000 Penalty: 6285.588867
	Iteration 23Q: 3 clusters Score -3.64268e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209565 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -36426752.000000 Penalty: 6285.588867
	Iteration 24Q: 3 clusters Score -3.642675e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207522 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -36426752.000000 Penalty: 6285.588867
	Iteration 25Q: 3 clusters Score -3.642675e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205317 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -36426624.000000 Penalty: 6285.588867
	Iteration 26Q: 3 clusters Score -3.642662e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202918 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -36426660.000000 Penalty: 6285.588867
	Iteration 27Q: 3 clusters Score -3.642666e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200445 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -36426728.000000 Penalty: 6285.588867
	Iteration 28Q: 3 clusters Score -3.642673e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197827 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -36426752.000000 Penalty: 6285.588867
	Iteration 29Q: 3 clusters Score -3.642675e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195133 members 
Mstep: Class 2 contains 123743 members 
Entering Unmasked Estep 
Score: -36426804.000000 Penalty: 6285.588867
	Iteration 30Q: 3 clusters Score -3.64268e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192377 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -36426636.000000 Penalty: 6285.588867
	Iteration 31Q: 3 clusters Score -3.642664e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189711 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -36426516.000000 Penalty: 6285.588867
	Iteration 32Q: 3 clusters Score -3.642652e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187093 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -36426612.000000 Penalty: 6285.588867
	Iteration 33Q: 3 clusters Score -3.642661e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -36426640.000000 Penalty: 6285.588867
	Iteration 34Q: 3 clusters Score -3.642664e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182176 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -36426644.000000 Penalty: 6285.588867
	Iteration 35Q: 3 clusters Score -3.642664e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179817 members 
Mstep: Class 2 contains 139059 members 
Entering Unmasked Estep 
Score: -36426576.000000 Penalty: 6285.588867
	Iteration 36Q: 3 clusters Score -3.642658e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 141485 members 
Entering Unmasked Estep 
Score: -36426536.000000 Penalty: 6285.588867
	Iteration 37Q: 3 clusters Score -3.642654e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 143985 members 
Entering Unmasked Estep 
Score: -36426512.000000 Penalty: 6285.588867
	Iteration 38Q: 3 clusters Score -3.642651e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172319 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -36426560.000000 Penalty: 6285.588867
	Iteration 39Q: 3 clusters Score -3.642656e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -36426600.000000 Penalty: 6285.588867
	Iteration 40F: 3 clusters Score -3.64266e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -36426516.000000 Penalty: 6285.588867
	Iteration 41Q: 3 clusters Score -3.642652e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -36426560.000000 Penalty: 6285.588867
	Iteration 42Q: 3 clusters Score -3.642656e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 157081 members 
Entering Unmasked Estep 
Score: -36426724.000000 Penalty: 6285.588867
	Iteration 43Q: 3 clusters Score -3.642672e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159203 members 
Mstep: Class 2 contains 159673 members 
Entering Unmasked Estep 
Score: -36426968.000000 Penalty: 6285.588867
	Iteration 44Q: 3 clusters Score -3.642697e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 162431 members 
Entering Unmasked Estep 
Score: -36427100.000000 Penalty: 6285.588867
	Iteration 45Q: 3 clusters Score -3.64271e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 165173 members 
Entering Unmasked Estep 
Score: -36427224.000000 Penalty: 6285.588867
	Iteration 46Q: 3 clusters Score -3.642722e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -36427288.000000 Penalty: 6285.588867
	Iteration 47Q: 3 clusters Score -3.642729e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147482 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -36427260.000000 Penalty: 6285.588867
	Iteration 48Q: 3 clusters Score -3.642726e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -36427536.000000 Penalty: 6285.588867
	Iteration 49Q: 3 clusters Score -3.642754e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139867 members 
Mstep: Class 2 contains 179009 members 
Entering Unmasked Estep 
Score: -36427936.000000 Penalty: 6285.588867
	Iteration 50Q: 3 clusters Score -3.642794e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 183841 members 
Entering Unmasked Estep 
Score: -36428608.000000 Penalty: 6285.588867
	Iteration 51Q: 3 clusters Score -3.642861e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 189552 members 
Entering Unmasked Estep 
Score: -36429320.000000 Penalty: 6285.588867
	Iteration 52Q: 3 clusters Score -3.642932e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 196332 members 
Entering Unmasked Estep 
Score: -36430176.000000 Penalty: 6285.588867
	Iteration 53Q: 3 clusters Score -3.643018e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 204406 members 
Entering Unmasked Estep 
Score: -36431412.000000 Penalty: 6285.588867
	Iteration 54Q: 3 clusters Score -3.643141e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 213778 members 
Entering Unmasked Estep 
Score: -36433044.000000 Penalty: 6285.588867
	Iteration 55Q: 3 clusters Score -3.643304e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 224291 members 
Entering Unmasked Estep 
Score: -36435128.000000 Penalty: 6285.588867
	Iteration 56Q: 3 clusters Score -3.643513e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 235743 members 
Entering Unmasked Estep 
Score: -36437968.000000 Penalty: 6285.588867
	Iteration 57Q: 3 clusters Score -3.643797e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 248137 members 
Entering Unmasked Estep 
Score: -36442184.000000 Penalty: 6285.588867
	Iteration 58Q: 3 clusters Score -3.644218e+07 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 261466 members 
Entering Unmasked Estep 
Score: -36446984.000000 Penalty: 6285.588867
	Iteration 59Q: 3 clusters Score -3.644698e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 274853 members 
Entering Unmasked Estep 
Score: -36452684.000000 Penalty: 6285.588867
	Iteration 60F: 3 clusters Score -3.645268e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 287823 members 
Entering Unmasked Estep 
Score: -36458640.000000 Penalty: 6285.588867
	Iteration 61Q: 3 clusters Score -3.645864e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 299350 members 
Entering Unmasked Estep 
Score: -36463724.000000 Penalty: 6285.588867
	Iteration 62Q: 3 clusters Score -3.646372e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 309219 members 
Entering Unmasked Estep 
Score: -36466376.000000 Penalty: 6285.588867
	Iteration 63Q: 3 clusters Score -3.646638e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 315485 members 
Entering Unmasked Estep 
Score: -36467492.000000 Penalty: 6285.588867
	Iteration 64Q: 3 clusters Score -3.646749e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 317781 members 
Entering Unmasked Estep 
Score: -36467280.000000 Penalty: 6285.588867
	Iteration 65Q: 3 clusters Score -3.646728e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 318429 members 
Entering Unmasked Estep 
Score: -36467352.000000 Penalty: 6285.588867
	Iteration 66Q: 3 clusters Score -3.646735e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318588 members 
Entering Unmasked Estep 
Score: -36467436.000000 Penalty: 6285.588867
	Iteration 67Q: 3 clusters Score -3.646744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 318644 members 
Entering Unmasked Estep 
Score: -36467512.000000 Penalty: 6285.588867
	Iteration 68Q: 3 clusters Score -3.646751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 318661 members 
Entering Unmasked Estep 
Score: -36467508.000000 Penalty: 6285.588867
	Iteration 69Q: 3 clusters Score -3.646751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 318666 members 
Entering Unmasked Estep 
Score: -36467500.000000 Penalty: 6285.588867
	Iteration 70Q: 3 clusters Score -3.64675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 318673 members 
Entering Unmasked Estep 
Score: -36467540.000000 Penalty: 6285.588867
	Iteration 71Q: 3 clusters Score -3.646754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 318673 members 
Entering Unmasked Estep 
Score: -36467544.000000 Penalty: 6285.588867
	Iteration 72Q: 3 clusters Score -3.646754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 318676 members 
Entering Unmasked Estep 
Score: -36467556.000000 Penalty: 6285.588867
	Iteration 73Q: 3 clusters Score -3.646756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 318677 members 
Entering Unmasked Estep 
Score: -36467548.000000 Penalty: 6285.588867
	Iteration 74Q: 3 clusters Score -3.646755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 318677 members 
Entering Unmasked Estep 
Score: -36467548.000000 Penalty: 6285.588867
	Iteration 75F: 3 clusters Score -3.646755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -25880.621094 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -25880.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24764.666016 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -24764.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25108.052734 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -25108.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25421.253906 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -25421.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25644.505859 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -25644.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25700.707031 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -25700.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25761.009766 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -25761.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25970.250000 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -25970.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25984.960938 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -25984.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25987.324219 Penalty: 2825.758301
	Iteration 8F: 3 clusters Score -25987.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25997.767578 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -25997.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25997.767578 Penalty: 2825.758301
	Iteration 10F: 3 clusters Score -25997.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 318876 members 
Mstep: Class 4 contains 190 members 
Mstep: Class 5 contains 70916 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 128435 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 205414 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 108 members 
Entering Unmasked Estep 
Score: -114650784.000000 Penalty: 82330.898438
Splitting cluster 4 changes total score from -114652616.000000 to -114650784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (70916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Entering Unmasked Estep 
Score: -8251600.500000 Penalty: 2769.974365
	Iteration 0F: 2 clusters Score -8251600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -8204027.500000 Penalty: 5539.948730
	Iteration 0F: 3 clusters Score -8204028 nChanged 33192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -8222785.000000 Penalty: 5539.948730
	Iteration 1F: 3 clusters Score -8222785 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -8223280.500000 Penalty: 5539.948730
	Iteration 2Q: 3 clusters Score -8223280 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -8223781.500000 Penalty: 5539.948730
	Iteration 3Q: 3 clusters Score -8223782 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -8224269.500000 Penalty: 5539.948730
	Iteration 4Q: 3 clusters Score -8224270 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8224751.500000 Penalty: 5539.948730
	Iteration 5Q: 3 clusters Score -8224752 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -8225468.500000 Penalty: 5539.948730
	Iteration 6Q: 3 clusters Score -8225468 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -8226217.500000 Penalty: 5539.948730
	Iteration 7Q: 3 clusters Score -8226218 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -8227141.500000 Penalty: 5539.948730
	Iteration 8Q: 3 clusters Score -8227142 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -8228048.500000 Penalty: 5539.948730
	Iteration 9Q: 3 clusters Score -8228048 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -8229137.500000 Penalty: 5539.948730
	Iteration 10Q: 3 clusters Score -8229138 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -8230654.500000 Penalty: 5539.948730
	Iteration 11Q: 3 clusters Score -8230654 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -8232369.500000 Penalty: 5539.948730
	Iteration 12Q: 3 clusters Score -8232370 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -8234424.000000 Penalty: 5539.948730
	Iteration 13Q: 3 clusters Score -8234424 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -8236420.000000 Penalty: 5539.948730
	Iteration 14Q: 3 clusters Score -8236420 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -8237922.000000 Penalty: 5539.948730
	Iteration 15Q: 3 clusters Score -8237922 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -8238984.500000 Penalty: 5539.948730
	Iteration 16Q: 3 clusters Score -8238984 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -8239513.500000 Penalty: 5539.948730
	Iteration 17Q: 3 clusters Score -8239514 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -8239844.500000 Penalty: 5539.948730
	Iteration 18Q: 3 clusters Score -8239844 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -8240154.000000 Penalty: 5539.948730
	Iteration 19Q: 3 clusters Score -8240154 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -8240477.000000 Penalty: 5539.948730
	Iteration 20F: 3 clusters Score -8240477 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -8240847.500000 Penalty: 5539.948730
	Iteration 21Q: 3 clusters Score -8240848 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -8241268.000000 Penalty: 5539.948730
	Iteration 22Q: 3 clusters Score -8241268 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -8241753.500000 Penalty: 5539.948730
	Iteration 23Q: 3 clusters Score -8241754 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -8242343.500000 Penalty: 5539.948730
	Iteration 24Q: 3 clusters Score -8242344 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -8243010.500000 Penalty: 5539.948730
	Iteration 25Q: 3 clusters Score -8243010 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -8243579.500000 Penalty: 5539.948730
	Iteration 26Q: 3 clusters Score -8243580 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -8244070.000000 Penalty: 5539.948730
	Iteration 27Q: 3 clusters Score -8244070 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -8244506.500000 Penalty: 5539.948730
	Iteration 28Q: 3 clusters Score -8244506 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -8244869.500000 Penalty: 5539.948730
	Iteration 29Q: 3 clusters Score -8244870 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -8245052.500000 Penalty: 5539.948730
	Iteration 30Q: 3 clusters Score -8245052 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -8245228.500000 Penalty: 5539.948730
	Iteration 31Q: 3 clusters Score -8245228 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -8245387.000000 Penalty: 5539.948730
	Iteration 32Q: 3 clusters Score -8245387 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -8245521.000000 Penalty: 5539.948730
	Iteration 33Q: 3 clusters Score -8245521 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -8245629.500000 Penalty: 5539.948730
	Iteration 34Q: 3 clusters Score -8245630 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -8245712.500000 Penalty: 5539.948730
	Iteration 35Q: 3 clusters Score -8245712 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8245785.000000 Penalty: 5539.948730
	Iteration 36Q: 3 clusters Score -8245785 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -8245841.000000 Penalty: 5539.948730
	Iteration 37Q: 3 clusters Score -8245841 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -8245878.500000 Penalty: 5539.948730
	Iteration 38Q: 3 clusters Score -8245878 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -8245943.000000 Penalty: 5539.948730
	Iteration 39Q: 3 clusters Score -8245943 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -8245975.000000 Penalty: 5539.948730
	Iteration 40F: 3 clusters Score -8245975 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -8246026.500000 Penalty: 5539.948730
	Iteration 41Q: 3 clusters Score -8246026 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -8246085.000000 Penalty: 5539.948730
	Iteration 42Q: 3 clusters Score -8246085 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -8246171.500000 Penalty: 5539.948730
	Iteration 43Q: 3 clusters Score -8246172 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -8246219.500000 Penalty: 5539.948730
	Iteration 44Q: 3 clusters Score -8246220 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -8246261.500000 Penalty: 5539.948730
	Iteration 45Q: 3 clusters Score -8246262 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -8246298.000000 Penalty: 5539.948730
	Iteration 46Q: 3 clusters Score -8246298 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -8246330.500000 Penalty: 5539.948730
	Iteration 47Q: 3 clusters Score -8246330 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -8246376.000000 Penalty: 5539.948730
	Iteration 48Q: 3 clusters Score -8246376 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8246444.000000 Penalty: 5539.948730
	Iteration 49Q: 3 clusters Score -8246444 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -8246494.500000 Penalty: 5539.948730
	Iteration 50Q: 3 clusters Score -8246494 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -8246550.500000 Penalty: 5539.948730
	Iteration 51Q: 3 clusters Score -8246550 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8246581.000000 Penalty: 5539.948730
	Iteration 52Q: 3 clusters Score -8246581 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -8246660.500000 Penalty: 5539.948730
	Iteration 53Q: 3 clusters Score -8246660 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -8246719.000000 Penalty: 5539.948730
	Iteration 54Q: 3 clusters Score -8246719 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -8246796.500000 Penalty: 5539.948730
	Iteration 55Q: 3 clusters Score -8246796 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8246860.000000 Penalty: 5539.948730
	Iteration 56Q: 3 clusters Score -8246860 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8246925.500000 Penalty: 5539.948730
	Iteration 57Q: 3 clusters Score -8246926 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -8247015.000000 Penalty: 5539.948730
	Iteration 58Q: 3 clusters Score -8247015 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -8247085.500000 Penalty: 5539.948730
	Iteration 59Q: 3 clusters Score -8247086 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8247159.500000 Penalty: 5539.948730
	Iteration 60F: 3 clusters Score -8247160 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -8247253.500000 Penalty: 5539.948730
	Iteration 61Q: 3 clusters Score -8247254 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -8247327.500000 Penalty: 5539.948730
	Iteration 62Q: 3 clusters Score -8247328 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -8247384.000000 Penalty: 5539.948730
	Iteration 63Q: 3 clusters Score -8247384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -8247468.500000 Penalty: 5539.948730
	Iteration 64Q: 3 clusters Score -8247468 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -8247542.000000 Penalty: 5539.948730
	Iteration 65Q: 3 clusters Score -8247542 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -8247621.000000 Penalty: 5539.948730
	Iteration 66Q: 3 clusters Score -8247621 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -8247679.500000 Penalty: 5539.948730
	Iteration 67Q: 3 clusters Score -8247680 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -8247760.500000 Penalty: 5539.948730
	Iteration 68Q: 3 clusters Score -8247760 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8247830.500000 Penalty: 5539.948730
	Iteration 69Q: 3 clusters Score -8247830 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8247878.500000 Penalty: 5539.948730
	Iteration 70Q: 3 clusters Score -8247878 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8247948.500000 Penalty: 5539.948730
	Iteration 71Q: 3 clusters Score -8247948 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -8247983.000000 Penalty: 5539.948730
	Iteration 72Q: 3 clusters Score -8247983 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -8248060.500000 Penalty: 5539.948730
	Iteration 73Q: 3 clusters Score -8248060 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8248106 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8248302 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8248356 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8248374 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8248420 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8248462 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8248485 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8248510 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8248561 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8248626 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8248660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8248697 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8248713 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8248745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8248768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8248785 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8248798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8248819.500000 Penalty: 5539.948730
	Iteration 93Q: 3 clusters Score -8248820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8248829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8248842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8248874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8248882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8248894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8248910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8248938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8248964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8248999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8249018.000000 Penalty: 5539.948730
	Iteration 103Q: 3 clusters Score -8249018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8249034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8249043.500000 Penalty: 5539.948730
	Iteration 105Q: 3 clusters Score -8249044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8249049.000000 Penalty: 5539.948730
	Iteration 106Q: 3 clusters Score -8249049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8249050.500000 Penalty: 5539.948730
	Iteration 107Q: 3 clusters Score -8249050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8249067.000000 Penalty: 5539.948730
	Iteration 108Q: 3 clusters Score -8249067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8249074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8249091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8249092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69091 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8249102.500000 Penalty: 5539.948730
	Iteration 112Q: 3 clusters Score -8249102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8249098.000000 Penalty: 5539.948730
	Iteration 113Q: 3 clusters Score -8249098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8249096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8249108.000000 Penalty: 5539.948730
	Iteration 115Q: 3 clusters Score -8249108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8249122.500000 Penalty: 5539.948730
	Iteration 116Q: 3 clusters Score -8249122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8249133.500000 Penalty: 5539.948730
	Iteration 117Q: 3 clusters Score -8249134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8249144.000000 Penalty: 5539.948730
	Iteration 118Q: 3 clusters Score -8249144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8249146.500000 Penalty: 5539.948730
	Iteration 119Q: 3 clusters Score -8249146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8249158.500000 Penalty: 5539.948730
	Iteration 120F: 3 clusters Score -8249158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8249171.500000 Penalty: 5539.948730
	Iteration 121Q: 3 clusters Score -8249172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8249175.000000 Penalty: 5539.948730
	Iteration 122Q: 3 clusters Score -8249175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8249171.000000 Penalty: 5539.948730
	Iteration 123Q: 3 clusters Score -8249171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8249173.000000 Penalty: 5539.948730
	Iteration 124Q: 3 clusters Score -8249173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8249181.500000 Penalty: 5539.948730
	Iteration 125Q: 3 clusters Score -8249182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8249190.000000 Penalty: 5539.948730
	Iteration 126Q: 3 clusters Score -8249190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8249192.000000 Penalty: 5539.948730
	Iteration 127Q: 3 clusters Score -8249192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8249197.000000 Penalty: 5539.948730
	Iteration 128Q: 3 clusters Score -8249197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8249199.000000 Penalty: 5539.948730
	Iteration 129Q: 3 clusters Score -8249199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8249209.000000 Penalty: 5539.948730
	Iteration 130Q: 3 clusters Score -8249209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8249211.000000 Penalty: 5539.948730
	Iteration 131Q: 3 clusters Score -8249211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8249215.500000 Penalty: 5539.948730
	Iteration 132Q: 3 clusters Score -8249216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8249224.000000 Penalty: 5539.948730
	Iteration 133Q: 3 clusters Score -8249224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8249220.000000 Penalty: 5539.948730
	Iteration 134Q: 3 clusters Score -8249220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8249224.000000 Penalty: 5539.948730
	Iteration 135Q: 3 clusters Score -8249224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8249221.000000 Penalty: 5539.948730
	Iteration 136Q: 3 clusters Score -8249221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8249223.000000 Penalty: 5539.948730
	Iteration 137Q: 3 clusters Score -8249223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8249220.500000 Penalty: 5539.948730
	Iteration 138Q: 3 clusters Score -8249220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8249219.500000 Penalty: 5539.948730
	Iteration 139Q: 3 clusters Score -8249220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8249227.000000 Penalty: 5539.948730
	Iteration 140F: 3 clusters Score -8249227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8249236.500000 Penalty: 5539.948730
	Iteration 141Q: 3 clusters Score -8249236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8249234.000000 Penalty: 5539.948730
	Iteration 142Q: 3 clusters Score -8249234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8249237.500000 Penalty: 5539.948730
	Iteration 143Q: 3 clusters Score -8249238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8249238.500000 Penalty: 5539.948730
	Iteration 144Q: 3 clusters Score -8249238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8249231.500000 Penalty: 5539.948730
	Iteration 145Q: 3 clusters Score -8249232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8249228.000000 Penalty: 5539.948730
	Iteration 146Q: 3 clusters Score -8249228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8249238.500000 Penalty: 5539.948730
	Iteration 147Q: 3 clusters Score -8249238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8249241.500000 Penalty: 5539.948730
	Iteration 148Q: 3 clusters Score -8249242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8249243.500000 Penalty: 5539.948730
	Iteration 149Q: 3 clusters Score -8249244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8249244.000000 Penalty: 5539.948730
	Iteration 150Q: 3 clusters Score -8249244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8249241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 152F: 3 clusters Score -8249241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8495 members 
Entering Unmasked Estep 
Score: -973171.812500 Penalty: 2243.713623
	Iteration 0F: 2 clusters Score -973171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -966440.625000 Penalty: 4487.427246
	Iteration 0F: 3 clusters Score -966440.6 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -968306.687500 Penalty: 4487.427246
	Iteration 1F: 3 clusters Score -968306.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -968583.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -968832 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -969056.312500 Penalty: 4487.427246
	Iteration 4F: 3 clusters Score -969056.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -969285.062500 Penalty: 4487.427246
	Iteration 5Q: 3 clusters Score -969285.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -969531.312500 Penalty: 4487.427246
	Iteration 6Q: 3 clusters Score -969531.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -969780.000000 Penalty: 4487.427246
	Iteration 7Q: 3 clusters Score -969780 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -970083.250000 Penalty: 4487.427246
	Iteration 8F: 3 clusters Score -970083.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -970364.937500 Penalty: 4487.427246
	Iteration 9Q: 3 clusters Score -970364.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -970635.312500 Penalty: 4487.427246
	Iteration 10Q: 3 clusters Score -970635.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -970854.000000 Penalty: 4487.427246
	Iteration 11Q: 3 clusters Score -970854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -971030.375000 Penalty: 4487.427246
	Iteration 12Q: 3 clusters Score -971030.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -971174.312500 Penalty: 4487.427246
	Iteration 13Q: 3 clusters Score -971174.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -971280.437500 Penalty: 4487.427246
	Iteration 14Q: 3 clusters Score -971280.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -971365.937500 Penalty: 4487.427246
	Iteration 15Q: 3 clusters Score -971365.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -971437.625000 Penalty: 4487.427246
	Iteration 16Q: 3 clusters Score -971437.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -971521.562500 Penalty: 4487.427246
	Iteration 17Q: 3 clusters Score -971521.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -971586.687500 Penalty: 4487.427246
	Iteration 18Q: 3 clusters Score -971586.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -971633.812500 Penalty: 4487.427246
	Iteration 19Q: 3 clusters Score -971633.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -971662.312500 Penalty: 4487.427246
	Iteration 20F: 3 clusters Score -971662.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -971691.812500 Penalty: 4487.427246
	Iteration 21Q: 3 clusters Score -971691.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -971706.250000 Penalty: 4487.427246
	Iteration 22Q: 3 clusters Score -971706.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -971717.187500 Penalty: 4487.427246
	Iteration 23Q: 3 clusters Score -971717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -971731.687500 Penalty: 4487.427246
	Iteration 24Q: 3 clusters Score -971731.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -971735.750000 Penalty: 4487.427246
	Iteration 25Q: 3 clusters Score -971735.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -971744.812500 Penalty: 4487.427246
	Iteration 26Q: 3 clusters Score -971744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -971751.375000 Penalty: 4487.427246
	Iteration 27Q: 3 clusters Score -971751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -971754.062500 Penalty: 4487.427246
	Iteration 28Q: 3 clusters Score -971754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -971758.937500 Penalty: 4487.427246
	Iteration 29Q: 3 clusters Score -971758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -971764.937500 Penalty: 4487.427246
	Iteration 30Q: 3 clusters Score -971764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -971769.250000 Penalty: 4487.427246
	Iteration 31Q: 3 clusters Score -971769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -971773.062500 Penalty: 4487.427246
	Iteration 32Q: 3 clusters Score -971773.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -971779.750000 Penalty: 4487.427246
	Iteration 33Q: 3 clusters Score -971779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -971785.500000 Penalty: 4487.427246
	Iteration 34Q: 3 clusters Score -971785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -971790.625000 Penalty: 4487.427246
	Iteration 35Q: 3 clusters Score -971790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -971793.125000 Penalty: 4487.427246
	Iteration 36Q: 3 clusters Score -971793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -971796.312500 Penalty: 4487.427246
	Iteration 37Q: 3 clusters Score -971796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -971796.937500 Penalty: 4487.427246
	Iteration 38Q: 3 clusters Score -971796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -971796.625000 Penalty: 4487.427246
	Iteration 39Q: 3 clusters Score -971796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -971800.812500 Penalty: 4487.427246
	Iteration 40F: 3 clusters Score -971800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -971801.875000 Penalty: 4487.427246
	Iteration 41Q: 3 clusters Score -971801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -971805.750000 Penalty: 4487.427246
	Iteration 42Q: 3 clusters Score -971805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -971807.812500 Penalty: 4487.427246
	Iteration 43Q: 3 clusters Score -971807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -971812.812500 Penalty: 4487.427246
	Iteration 44Q: 3 clusters Score -971812.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -971816.062500 Penalty: 4487.427246
	Iteration 45Q: 3 clusters Score -971816.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -971819.250000 Penalty: 4487.427246
	Iteration 46Q: 3 clusters Score -971819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -971821.500000 Penalty: 4487.427246
	Iteration 47Q: 3 clusters Score -971821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -971821.500000 Penalty: 4487.427246
	Iteration 48F: 3 clusters Score -971821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -223847.734375 Penalty: 1890.299316
	Iteration 0F: 2 clusters Score -223847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221141.312500 Penalty: 3780.598633
	Iteration 0F: 3 clusters Score -221141.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -221540.171875 Penalty: 3780.598633
	Iteration 1F: 3 clusters Score -221540.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -221669.546875 Penalty: 3780.598633
	Iteration 2F: 3 clusters Score -221669.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -221736.625000 Penalty: 3780.598633
	Iteration 3Q: 3 clusters Score -221736.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -221781.781250 Penalty: 3780.598633
	Iteration 4Q: 3 clusters Score -221781.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -221826.656250 Penalty: 3780.598633
	Iteration 5Q: 3 clusters Score -221826.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -221861.171875 Penalty: 3780.598633
	Iteration 6Q: 3 clusters Score -221861.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -221880.828125 Penalty: 3780.598633
	Iteration 7Q: 3 clusters Score -221880.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221898.078125 Penalty: 3780.598633
	Iteration 8Q: 3 clusters Score -221898.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -221912.328125 Penalty: 3780.598633
	Iteration 9Q: 3 clusters Score -221912.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -221936.218750 Penalty: 3780.598633
	Iteration 10Q: 3 clusters Score -221936.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -221949.265625 Penalty: 3780.598633
	Iteration 11Q: 3 clusters Score -221949.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221962.171875 Penalty: 3780.598633
	Iteration 12Q: 3 clusters Score -221962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -221971.906250 Penalty: 3780.598633
	Iteration 13Q: 3 clusters Score -221971.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -221983.953125 Penalty: 3780.598633
	Iteration 14Q: 3 clusters Score -221984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221996.328125 Penalty: 3780.598633
	Iteration 15Q: 3 clusters Score -221996.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -222010.796875 Penalty: 3780.598633
	Iteration 16Q: 3 clusters Score -222010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222018.187500 Penalty: 3780.598633
	Iteration 17Q: 3 clusters Score -222018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -222024.281250 Penalty: 3780.598633
	Iteration 18Q: 3 clusters Score -222024.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222028.296875 Penalty: 3780.598633
	Iteration 19Q: 3 clusters Score -222028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -222031.234375 Penalty: 3780.598633
	Iteration 20F: 3 clusters Score -222031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -222032.781250 Penalty: 3780.598633
	Iteration 21Q: 3 clusters Score -222032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -222034.390625 Penalty: 3780.598633
	Iteration 22Q: 3 clusters Score -222034.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222036.328125 Penalty: 3780.598633
	Iteration 23Q: 3 clusters Score -222036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222039.656250 Penalty: 3780.598633
	Iteration 24Q: 3 clusters Score -222039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -222042.140625 Penalty: 3780.598633
	Iteration 25Q: 3 clusters Score -222042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222046.906250 Penalty: 3780.598633
	Iteration 26Q: 3 clusters Score -222046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -222050.171875 Penalty: 3780.598633
	Iteration 27Q: 3 clusters Score -222050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -222051.156250 Penalty: 3780.598633
	Iteration 28Q: 3 clusters Score -222051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222052.375000 Penalty: 3780.598633
	Iteration 29Q: 3 clusters Score -222052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222053.765625 Penalty: 3780.598633
	Iteration 30Q: 3 clusters Score -222053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -222055.187500 Penalty: 3780.598633
	Iteration 31Q: 3 clusters Score -222055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -222056.453125 Penalty: 3780.598633
	Iteration 32Q: 3 clusters Score -222056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -222060.828125 Penalty: 3780.598633
	Iteration 33Q: 3 clusters Score -222060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -222062.718750 Penalty: 3780.598633
	Iteration 34Q: 3 clusters Score -222062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222067.703125 Penalty: 3780.598633
	Iteration 35Q: 3 clusters Score -222067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222069.218750 Penalty: 3780.598633
	Iteration 36Q: 3 clusters Score -222069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -222071.828125 Penalty: 3780.598633
	Iteration 37Q: 3 clusters Score -222071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -222074.546875 Penalty: 3780.598633
	Iteration 38Q: 3 clusters Score -222074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222075.890625 Penalty: 3780.598633
	Iteration 39Q: 3 clusters Score -222075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222075.890625 Penalty: 3780.598633
	Iteration 40F: 3 clusters Score -222075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -138667.640625 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -138667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -136443.265625 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -136443.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137027.125000 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -137027.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -137444.125000 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -137444.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137878.812500 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -137878.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138225.625000 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -138225.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138503.390625 Penalty: 3590.650635
	Iteration 5F: 3 clusters Score -138503.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138759.765625 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -138759.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -138911.421875 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -138911.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -139139.406250 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -139139.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -139207.265625 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -139207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139233.312500 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -139233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139250.218750 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -139250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139271.890625 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -139271.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139294.875000 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -139294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139322.906250 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -139322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139346.796875 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -139346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139385.687500 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -139385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -139411.500000 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -139411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139440.718750 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -139440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139461.296875 Penalty: 3590.650635
	Iteration 19Q: 3 clusters Score -139461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139489.421875 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -139489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139522.515625 Penalty: 3590.650635
	Iteration 21Q: 3 clusters Score -139522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -139540.656250 Penalty: 3590.650635
	Iteration 22Q: 3 clusters Score -139540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -139545.843750 Penalty: 3590.650635
	Iteration 23Q: 3 clusters Score -139545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139550.875000 Penalty: 3590.650635
	Iteration 24Q: 3 clusters Score -139550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139558.406250 Penalty: 3590.650635
	Iteration 25Q: 3 clusters Score -139558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139569.421875 Penalty: 3590.650635
	Iteration 26Q: 3 clusters Score -139569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139581.984375 Penalty: 3590.650635
	Iteration 27Q: 3 clusters Score -139582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139588.343750 Penalty: 3590.650635
	Iteration 28Q: 3 clusters Score -139588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139589.265625 Penalty: 3590.650635
	Iteration 29Q: 3 clusters Score -139589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139590.250000 Penalty: 3590.650635
	Iteration 30Q: 3 clusters Score -139590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139591.265625 Penalty: 3590.650635
	Iteration 31Q: 3 clusters Score -139591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -139591.265625 Penalty: 3590.650635
	Iteration 32F: 3 clusters Score -139591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 318876 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70916 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 128435 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 205414 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 584 members 
Entering Unmasked Estep 
Score: -114651992.000000 Penalty: 82330.898438
Splitting cluster 8 changes total score from -114652616.000000 to -114651992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (21424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Entering Unmasked Estep 
Score: -2289597.500000 Penalty: 2473.122314
	Iteration 0F: 2 clusters Score -2289598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2274580.750000 Penalty: 4946.244629
	Iteration 0F: 3 clusters Score -2274581 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2279907.250000 Penalty: 4946.244629
	Iteration 1F: 3 clusters Score -2279907 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2280661.250000 Penalty: 4946.244629
	Iteration 2F: 3 clusters Score -2280661 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2281481.500000 Penalty: 4946.244629
	Iteration 3F: 3 clusters Score -2281482 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2282395.750000 Penalty: 4946.244629
	Iteration 4F: 3 clusters Score -2282396 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2283316.750000 Penalty: 4946.244629
	Iteration 5F: 3 clusters Score -2283317 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2284174.750000 Penalty: 4946.244629
	Iteration 6F: 3 clusters Score -2284175 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2284871.000000 Penalty: 4946.244629
	Iteration 7F: 3 clusters Score -2284871 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2285391.500000 Penalty: 4946.244629
	Iteration 8Q: 3 clusters Score -2285392 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2285771.000000 Penalty: 4946.244629
	Iteration 9Q: 3 clusters Score -2285771 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2286062.000000 Penalty: 4946.244629
	Iteration 10Q: 3 clusters Score -2286062 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2286223.000000 Penalty: 4946.244629
	Iteration 11Q: 3 clusters Score -2286223 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2286327.250000 Penalty: 4946.244629
	Iteration 12Q: 3 clusters Score -2286327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2286398.500000 Penalty: 4946.244629
	Iteration 13Q: 3 clusters Score -2286398 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2286444.250000 Penalty: 4946.244629
	Iteration 14Q: 3 clusters Score -2286444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2286470.000000 Penalty: 4946.244629
	Iteration 15Q: 3 clusters Score -2286470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2286507.250000 Penalty: 4946.244629
	Iteration 16Q: 3 clusters Score -2286507 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2286543.500000 Penalty: 4946.244629
	Iteration 17Q: 3 clusters Score -2286544 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2286588.500000 Penalty: 4946.244629
	Iteration 18Q: 3 clusters Score -2286588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2286623.000000 Penalty: 4946.244629
	Iteration 19Q: 3 clusters Score -2286623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2286668.250000 Penalty: 4946.244629
	Iteration 20F: 3 clusters Score -2286668 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2286714.500000 Penalty: 4946.244629
	Iteration 21Q: 3 clusters Score -2286714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2286775.750000 Penalty: 4946.244629
	Iteration 22Q: 3 clusters Score -2286776 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2286849.750000 Penalty: 4946.244629
	Iteration 23Q: 3 clusters Score -2286850 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2286935.500000 Penalty: 4946.244629
	Iteration 24Q: 3 clusters Score -2286936 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2287001.250000 Penalty: 4946.244629
	Iteration 25Q: 3 clusters Score -2287001 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2287084.250000 Penalty: 4946.244629
	Iteration 26Q: 3 clusters Score -2287084 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2287175.250000 Penalty: 4946.244629
	Iteration 27Q: 3 clusters Score -2287175 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2287268.000000 Penalty: 4946.244629
	Iteration 28Q: 3 clusters Score -2287268 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2287341.750000 Penalty: 4946.244629
	Iteration 29Q: 3 clusters Score -2287342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2287389.750000 Penalty: 4946.244629
	Iteration 30Q: 3 clusters Score -2287390 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2287453.250000 Penalty: 4946.244629
	Iteration 31Q: 3 clusters Score -2287453 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2287492.250000 Penalty: 4946.244629
	Iteration 32Q: 3 clusters Score -2287492 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2287565.000000 Penalty: 4946.244629
	Iteration 33Q: 3 clusters Score -2287565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2287603.500000 Penalty: 4946.244629
	Iteration 34Q: 3 clusters Score -2287604 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2287657.500000 Penalty: 4946.244629
	Iteration 35Q: 3 clusters Score -2287658 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2287691.500000 Penalty: 4946.244629
	Iteration 36Q: 3 clusters Score -2287692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2287738.000000 Penalty: 4946.244629
	Iteration 37Q: 3 clusters Score -2287738 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2287783.750000 Penalty: 4946.244629
	Iteration 38Q: 3 clusters Score -2287784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2287816.000000 Penalty: 4946.244629
	Iteration 39Q: 3 clusters Score -2287816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2287854.250000 Penalty: 4946.244629
	Iteration 40F: 3 clusters Score -2287854 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2287887.250000 Penalty: 4946.244629
	Iteration 41Q: 3 clusters Score -2287887 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2287925.250000 Penalty: 4946.244629
	Iteration 42Q: 3 clusters Score -2287925 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2287962.500000 Penalty: 4946.244629
	Iteration 43Q: 3 clusters Score -2287962 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2288001.500000 Penalty: 4946.244629
	Iteration 44Q: 3 clusters Score -2288002 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2288037.750000 Penalty: 4946.244629
	Iteration 45Q: 3 clusters Score -2288038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2288075.000000 Penalty: 4946.244629
	Iteration 46Q: 3 clusters Score -2288075 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2288120.750000 Penalty: 4946.244629
	Iteration 47Q: 3 clusters Score -2288121 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2288155.750000 Penalty: 4946.244629
	Iteration 48Q: 3 clusters Score -2288156 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2288187.000000 Penalty: 4946.244629
	Iteration 49Q: 3 clusters Score -2288187 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2288231.000000 Penalty: 4946.244629
	Iteration 50Q: 3 clusters Score -2288231 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2288279.500000 Penalty: 4946.244629
	Iteration 51Q: 3 clusters Score -2288280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2288326.000000 Penalty: 4946.244629
	Iteration 52Q: 3 clusters Score -2288326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2288376.750000 Penalty: 4946.244629
	Iteration 53Q: 3 clusters Score -2288377 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2288446.250000 Penalty: 4946.244629
	Iteration 54Q: 3 clusters Score -2288446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2288567.000000 Penalty: 4946.244629
	Iteration 55Q: 3 clusters Score -2288567 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2288756.250000 Penalty: 4946.244629
	Iteration 56Q: 3 clusters Score -2288756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2288984.000000 Penalty: 4946.244629
	Iteration 57Q: 3 clusters Score -2288984 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2289151.000000 Penalty: 4946.244629
	Iteration 58Q: 3 clusters Score -2289151 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2289246.750000 Penalty: 4946.244629
	Iteration 59Q: 3 clusters Score -2289247 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2289312.500000 Penalty: 4946.244629
	Iteration 60F: 3 clusters Score -2289312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2289344.500000 Penalty: 4946.244629
	Iteration 61Q: 3 clusters Score -2289344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2289363.000000 Penalty: 4946.244629
	Iteration 62Q: 3 clusters Score -2289363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2289377.250000 Penalty: 4946.244629
	Iteration 63Q: 3 clusters Score -2289377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2289386.750000 Penalty: 4946.244629
	Iteration 64Q: 3 clusters Score -2289387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2289395.500000 Penalty: 4946.244629
	Iteration 65Q: 3 clusters Score -2289396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2289405.500000 Penalty: 4946.244629
	Iteration 66Q: 3 clusters Score -2289406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2289408.500000 Penalty: 4946.244629
	Iteration 67Q: 3 clusters Score -2289408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2289413.000000 Penalty: 4946.244629
	Iteration 68Q: 3 clusters Score -2289413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2289411.500000 Penalty: 4946.244629
	Iteration 69Q: 3 clusters Score -2289412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2289418.500000 Penalty: 4946.244629
	Iteration 70Q: 3 clusters Score -2289418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2289416.250000 Penalty: 4946.244629
	Iteration 71Q: 3 clusters Score -2289416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2289415.500000 Penalty: 4946.244629
	Iteration 72Q: 3 clusters Score -2289416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2289415.000000 Penalty: 4946.244629
	Iteration 73Q: 3 clusters Score -2289415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2289414.750000 Penalty: 4946.244629
	Iteration 74Q: 3 clusters Score -2289415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2289417.250000 Penalty: 4946.244629
	Iteration 75Q: 3 clusters Score -2289417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2289416.000000 Penalty: 4946.244629
	Iteration 76Q: 3 clusters Score -2289416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2289418.500000 Penalty: 4946.244629
	Iteration 77Q: 3 clusters Score -2289418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2289418.250000 Penalty: 4946.244629
	Iteration 78Q: 3 clusters Score -2289418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2289418.000000 Penalty: 4946.244629
	Iteration 79Q: 3 clusters Score -2289418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2289418.000000 Penalty: 4946.244629
	Iteration 80F: 3 clusters Score -2289418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -2046343.750000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -2046344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2033867.500000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -2033868 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2037831.125000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -2037831 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2038307.750000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -2038308 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2038823.875000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -2038824 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2039376.125000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -2039376 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2039843.875000 Penalty: 4849.343750
	Iteration 5Q: 3 clusters Score -2039844 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2040262.000000 Penalty: 4849.343750
	Iteration 6Q: 3 clusters Score -2040262 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2040669.250000 Penalty: 4849.343750
	Iteration 7Q: 3 clusters Score -2040669 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2041115.875000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -2041116 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2041649.125000 Penalty: 4849.343750
	Iteration 9F: 3 clusters Score -2041649 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2042191.125000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -2042191 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2042717.000000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -2042717 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2043178.250000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -2043178 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2043494.750000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -2043495 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2043696.500000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -2043696 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2043826.500000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -2043826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2043913.125000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -2043913 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2043985.125000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -2043985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2044051.375000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -2044051 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2044127.000000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -2044127 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2044193.125000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -2044193 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2044256.250000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -2044256 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2044304.500000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -2044304 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2044356.125000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -2044356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2044411.250000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -2044411 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2044458.750000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -2044459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2044496.250000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -2044496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2044524.625000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -2044525 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2044559.000000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -2044559 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2044593.500000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -2044594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2044620.750000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -2044621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2044643.750000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -2044644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2044657.250000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -2044657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2044676.250000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -2044676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2044691.250000 Penalty: 4849.343750
	Iteration 34Q: 3 clusters Score -2044691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2044705.750000 Penalty: 4849.343750
	Iteration 35Q: 3 clusters Score -2044706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2044721.625000 Penalty: 4849.343750
	Iteration 36Q: 3 clusters Score -2044722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2044747.750000 Penalty: 4849.343750
	Iteration 37Q: 3 clusters Score -2044748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2044761.125000 Penalty: 4849.343750
	Iteration 38Q: 3 clusters Score -2044761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2044781.250000 Penalty: 4849.343750
	Iteration 39Q: 3 clusters Score -2044781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2044797.750000 Penalty: 4849.343750
	Iteration 40F: 3 clusters Score -2044798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2044805.625000 Penalty: 4849.343750
	Iteration 41Q: 3 clusters Score -2044806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2044824.750000 Penalty: 4849.343750
	Iteration 42Q: 3 clusters Score -2044825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2044833.750000 Penalty: 4849.343750
	Iteration 43Q: 3 clusters Score -2044834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2044853.750000 Penalty: 4849.343750
	Iteration 44Q: 3 clusters Score -2044854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2044875.375000 Penalty: 4849.343750
	Iteration 45Q: 3 clusters Score -2044875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2044890.000000 Penalty: 4849.343750
	Iteration 46Q: 3 clusters Score -2044890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2044903.000000 Penalty: 4849.343750
	Iteration 47Q: 3 clusters Score -2044903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2044914.375000 Penalty: 4849.343750
	Iteration 48Q: 3 clusters Score -2044914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2044930.125000 Penalty: 4849.343750
	Iteration 49Q: 3 clusters Score -2044930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2044946.875000 Penalty: 4849.343750
	Iteration 50Q: 3 clusters Score -2044947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2044950.500000 Penalty: 4849.343750
	Iteration 51Q: 3 clusters Score -2044950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2044960.875000 Penalty: 4849.343750
	Iteration 52Q: 3 clusters Score -2044961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2044969.875000 Penalty: 4849.343750
	Iteration 53Q: 3 clusters Score -2044970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2044973.375000 Penalty: 4849.343750
	Iteration 54Q: 3 clusters Score -2044973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2044983.750000 Penalty: 4849.343750
	Iteration 55Q: 3 clusters Score -2044984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2044996.250000 Penalty: 4849.343750
	Iteration 56Q: 3 clusters Score -2044996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2045005.625000 Penalty: 4849.343750
	Iteration 57Q: 3 clusters Score -2045006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2045018.500000 Penalty: 4849.343750
	Iteration 58Q: 3 clusters Score -2045018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2045028.500000 Penalty: 4849.343750
	Iteration 59Q: 3 clusters Score -2045028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2045038.625000 Penalty: 4849.343750
	Iteration 60F: 3 clusters Score -2045039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2045043.625000 Penalty: 4849.343750
	Iteration 61Q: 3 clusters Score -2045044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2045053.750000 Penalty: 4849.343750
	Iteration 62Q: 3 clusters Score -2045054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2045056.875000 Penalty: 4849.343750
	Iteration 63Q: 3 clusters Score -2045057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2045059.000000 Penalty: 4849.343750
	Iteration 64Q: 3 clusters Score -2045059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2045060.125000 Penalty: 4849.343750
	Iteration 65Q: 3 clusters Score -2045060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2045065.250000 Penalty: 4849.343750
	Iteration 66Q: 3 clusters Score -2045065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2045066.250000 Penalty: 4849.343750
	Iteration 67Q: 3 clusters Score -2045066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2045071.750000 Penalty: 4849.343750
	Iteration 68Q: 3 clusters Score -2045072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2045072.875000 Penalty: 4849.343750
	Iteration 69Q: 3 clusters Score -2045073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2045075.500000 Penalty: 4849.343750
	Iteration 70Q: 3 clusters Score -2045076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2045079.125000 Penalty: 4849.343750
	Iteration 71Q: 3 clusters Score -2045079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2045078.000000 Penalty: 4849.343750
	Iteration 72Q: 3 clusters Score -2045078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2045080.125000 Penalty: 4849.343750
	Iteration 73Q: 3 clusters Score -2045080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2045082.375000 Penalty: 4849.343750
	Iteration 74Q: 3 clusters Score -2045082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2045084.375000 Penalty: 4849.343750
	Iteration 75Q: 3 clusters Score -2045084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2045084.875000 Penalty: 4849.343750
	Iteration 76Q: 3 clusters Score -2045085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2045089.500000 Penalty: 4849.343750
	Iteration 77Q: 3 clusters Score -2045090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2045093.750000 Penalty: 4849.343750
	Iteration 78Q: 3 clusters Score -2045094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2045094.250000 Penalty: 4849.343750
	Iteration 79Q: 3 clusters Score -2045094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2045092.625000 Penalty: 4849.343750
	Iteration 80F: 3 clusters Score -2045093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2045092.750000 Penalty: 4849.343750
	Iteration 81Q: 3 clusters Score -2045093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2045094.750000 Penalty: 4849.343750
	Iteration 82Q: 3 clusters Score -2045095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2045096.625000 Penalty: 4849.343750
	Iteration 83Q: 3 clusters Score -2045097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2045098.250000 Penalty: 4849.343750
	Iteration 84Q: 3 clusters Score -2045098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2045101.125000 Penalty: 4849.343750
	Iteration 85Q: 3 clusters Score -2045101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2045103.000000 Penalty: 4849.343750
	Iteration 86Q: 3 clusters Score -2045103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2045106.125000 Penalty: 4849.343750
	Iteration 87Q: 3 clusters Score -2045106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2045106.500000 Penalty: 4849.343750
	Iteration 88Q: 3 clusters Score -2045106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2045107.625000 Penalty: 4849.343750
	Iteration 89Q: 3 clusters Score -2045108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2045106.875000 Penalty: 4849.343750
	Iteration 90Q: 3 clusters Score -2045107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2045106.875000 Penalty: 4849.343750
	Iteration 91Q: 3 clusters Score -2045107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2045111.875000 Penalty: 4849.343750
	Iteration 92Q: 3 clusters Score -2045112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2045112.750000 Penalty: 4849.343750
	Iteration 93Q: 3 clusters Score -2045113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2045112.875000 Penalty: 4849.343750
	Iteration 94Q: 3 clusters Score -2045113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2045119.750000 Penalty: 4849.343750
	Iteration 95Q: 3 clusters Score -2045120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2045125.125000 Penalty: 4849.343750
	Iteration 96Q: 3 clusters Score -2045125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2045124.125000 Penalty: 4849.343750
	Iteration 97Q: 3 clusters Score -2045124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2045128.500000 Penalty: 4849.343750
	Iteration 98Q: 3 clusters Score -2045128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2045129.750000 Penalty: 4849.343750
	Iteration 99Q: 3 clusters Score -2045130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2045131.000000 Penalty: 4849.343750
	Iteration 100F: 3 clusters Score -2045131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2045133.750000 Penalty: 4849.343750
	Iteration 101Q: 3 clusters Score -2045134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2045129.000000 Penalty: 4849.343750
	Iteration 102Q: 3 clusters Score -2045129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2045133.750000 Penalty: 4849.343750
	Iteration 103Q: 3 clusters Score -2045134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2045134.875000 Penalty: 4849.343750
	Iteration 104Q: 3 clusters Score -2045135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2045134.875000 Penalty: 4849.343750
	Iteration 105F: 3 clusters Score -2045135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -54461.429688 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -54461.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52976.109375 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -52976.11 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53138.304688 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53138.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53180.742188 Penalty: 3110.410156
	Iteration 2Q: 3 clusters Score -53180.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53202.828125 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -53202.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53214.636719 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -53214.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53239.445312 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -53239.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53255.304688 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -53255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53263.355469 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -53263.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53268.847656 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -53268.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53272.554688 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -53272.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53276.625000 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -53276.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53277.292969 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -53277.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53277.292969 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -53277.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -217922.000000 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -217922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215372.500000 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -215372.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215791.593750 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -215791.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -215907.734375 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -215907.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -215973.203125 Penalty: 3746.690186
	Iteration 3Q: 3 clusters Score -215973.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216008.515625 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -216008.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216030.109375 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -216030.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216042.625000 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -216042.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216057.921875 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -216057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216069.859375 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -216069.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216076.796875 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -216076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216080.437500 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -216080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216082.593750 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -216082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216085.703125 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -216085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216088.953125 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -216089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216090.328125 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -216090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216094.781250 Penalty: 3746.690186
	Iteration 15Q: 3 clusters Score -216094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216096.546875 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -216096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216099.359375 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -216099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216100.468750 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -216100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216100.781250 Penalty: 3746.690186
	Iteration 19Q: 3 clusters Score -216100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216100.781250 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -216100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -452229.312500 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -452229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -448245.062500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -448245.1 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -449122.812500 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -449122.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -449344.125000 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -449344.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -449507.531250 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -449507.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -449638.406250 Penalty: 4131.749512
	Iteration 4Q: 3 clusters Score -449638.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -449739.406250 Penalty: 4131.749512
	Iteration 5Q: 3 clusters Score -449739.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -449860.937500 Penalty: 4131.749512
	Iteration 6Q: 3 clusters Score -449860.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -449994.468750 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -449994.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -450151.125000 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -450151.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -450312.375000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -450312.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -450461.718750 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -450461.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -450571.156250 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -450571.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -450658.593750 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -450658.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -450721.625000 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -450721.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -450759.156250 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -450759.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -450788.000000 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -450788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -450814.781250 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -450814.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -450836.312500 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -450836.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -450844.312500 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -450844.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -450851.625000 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -450851.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -450860.781250 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -450860.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -450871.875000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -450871.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -450881.562500 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -450881.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -450886.656250 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -450886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -450888.875000 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -450888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -450889.687500 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -450889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -450890.250000 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -450890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -450891.906250 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -450891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -450892.843750 Penalty: 4131.749512
	Iteration 28Q: 3 clusters Score -450892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -450892.937500 Penalty: 4131.749512
	Iteration 29Q: 3 clusters Score -450892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -450893.250000 Penalty: 4131.749512
	Iteration 30Q: 3 clusters Score -450893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -450893.250000 Penalty: 4131.749512
	Iteration 31F: 3 clusters Score -450893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -60936.699219 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -60936.7 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 336 members 
Entering Unmasked Estep 
Score: -59349.718750 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -59349.72 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59798.449219 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -59798.45 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60281.203125 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -60281.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61382.195312 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -61382.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61823.296875 Penalty: 3226.868896
	Iteration 4F: 3 clusters Score -61823.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -62086.289062 Penalty: 3226.868896
	Iteration 5F: 3 clusters Score -62086.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -62296.992188 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -62296.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -62389.675781 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -62389.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -62420.109375 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -62420.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -62469.339844 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -62469.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -62469.339844 Penalty: 3226.868896
	Iteration 10F: 3 clusters Score -62469.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 318876 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70916 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 128435 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 205414 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 85 members 
Entering Unmasked Estep 
Score: -114652568.000000 Penalty: 82330.898438
Splitting cluster 14 changes total score from -114652616.000000 to -114652568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -200136.875000 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -200136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197686.562500 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -197686.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198084.765625 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -198084.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -198183.218750 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -198183.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -198233.890625 Penalty: 3699.832031
	Iteration 3Q: 3 clusters Score -198233.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198260.843750 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -198260.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -198281.078125 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -198281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198293.000000 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -198293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -198298.984375 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -198299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -198305.109375 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -198305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -198312.656250 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -198312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -198316.171875 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -198316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -198321.031250 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -198321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198328.203125 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -198328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198335.093750 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -198335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198339.500000 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -198339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198340.312500 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -198340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198340.312500 Penalty: 3699.832031
	Iteration 16F: 3 clusters Score -198340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Entering Unmasked Estep 
Score: -2707434.750000 Penalty: 2492.477051
	Iteration 0F: 2 clusters Score -2707435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2691237.250000 Penalty: 4984.954102
	Iteration 0F: 3 clusters Score -2691237 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2696839.000000 Penalty: 4984.954102
	Iteration 1F: 3 clusters Score -2696839 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2697249.000000 Penalty: 4984.954102
	Iteration 2F: 3 clusters Score -2697249 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2697610.000000 Penalty: 4984.954102
	Iteration 3Q: 3 clusters Score -2697610 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2697974.500000 Penalty: 4984.954102
	Iteration 4Q: 3 clusters Score -2697974 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2698346.750000 Penalty: 4984.954102
	Iteration 5Q: 3 clusters Score -2698347 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2698807.250000 Penalty: 4984.954102
	Iteration 6Q: 3 clusters Score -2698807 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2699397.750000 Penalty: 4984.954102
	Iteration 7Q: 3 clusters Score -2699398 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2700170.250000 Penalty: 4984.954102
	Iteration 8F: 3 clusters Score -2700170 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2701094.250000 Penalty: 4984.954102
	Iteration 9F: 3 clusters Score -2701094 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2702156.000000 Penalty: 4984.954102
	Iteration 10F: 3 clusters Score -2702156 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2703164.750000 Penalty: 4984.954102
	Iteration 11F: 3 clusters Score -2703165 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2703921.000000 Penalty: 4984.954102
	Iteration 12Q: 3 clusters Score -2703921 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2704403.750000 Penalty: 4984.954102
	Iteration 13Q: 3 clusters Score -2704404 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2704729.000000 Penalty: 4984.954102
	Iteration 14Q: 3 clusters Score -2704729 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2704919.500000 Penalty: 4984.954102
	Iteration 15Q: 3 clusters Score -2704920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2705024.750000 Penalty: 4984.954102
	Iteration 16Q: 3 clusters Score -2705025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2705111.250000 Penalty: 4984.954102
	Iteration 17Q: 3 clusters Score -2705111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2705162.000000 Penalty: 4984.954102
	Iteration 18Q: 3 clusters Score -2705162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2705196.750000 Penalty: 4984.954102
	Iteration 19Q: 3 clusters Score -2705197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2705216.500000 Penalty: 4984.954102
	Iteration 20F: 3 clusters Score -2705216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2705234.000000 Penalty: 4984.954102
	Iteration 21Q: 3 clusters Score -2705234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2705249.250000 Penalty: 4984.954102
	Iteration 22Q: 3 clusters Score -2705249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2705257.500000 Penalty: 4984.954102
	Iteration 23Q: 3 clusters Score -2705258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2705266.250000 Penalty: 4984.954102
	Iteration 24Q: 3 clusters Score -2705266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2705271.750000 Penalty: 4984.954102
	Iteration 25Q: 3 clusters Score -2705272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2705278.750000 Penalty: 4984.954102
	Iteration 26Q: 3 clusters Score -2705279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2705281.000000 Penalty: 4984.954102
	Iteration 27Q: 3 clusters Score -2705281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2705287.000000 Penalty: 4984.954102
	Iteration 28Q: 3 clusters Score -2705287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2705292.000000 Penalty: 4984.954102
	Iteration 29Q: 3 clusters Score -2705292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2705291.750000 Penalty: 4984.954102
	Iteration 30Q: 3 clusters Score -2705292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2705296.500000 Penalty: 4984.954102
	Iteration 31Q: 3 clusters Score -2705296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2705301.250000 Penalty: 4984.954102
	Iteration 32Q: 3 clusters Score -2705301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2705301.750000 Penalty: 4984.954102
	Iteration 33Q: 3 clusters Score -2705302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2705304.000000 Penalty: 4984.954102
	Iteration 34Q: 3 clusters Score -2705304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2705305.000000 Penalty: 4984.954102
	Iteration 35Q: 3 clusters Score -2705305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2705305.000000 Penalty: 4984.954102
	Iteration 36F: 3 clusters Score -2705305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -134435.140625 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -134435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132257.375000 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -132257.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133031.015625 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -133031 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133470.890625 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -133470.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133811.453125 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -133811.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134248.093750 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -134248.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134480.671875 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -134480.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134564.000000 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -134564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -134693.093750 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -134693.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -134888.906250 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -134888.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -135190.593750 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -135190.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135335.406250 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -135335.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135389.953125 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -135390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135458.296875 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -135458.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135521.375000 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -135521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135586.234375 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -135586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -135688.234375 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -135688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -135749.843750 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -135749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -135764.453125 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -135764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -135793.343750 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -135793.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135825.046875 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -135825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135835.125000 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -135835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135842.031250 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -135842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135844.078125 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -135844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135844.078125 Penalty: 3601.567627
	Iteration 23F: 3 clusters Score -135844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 318876 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70916 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 128435 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 205414 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 869 members 
Entering Unmasked Estep 
Score: -114652440.000000 Penalty: 82330.898438
Splitting cluster 17 changes total score from -114652616.000000 to -114652440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (63790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Entering Unmasked Estep 
Score: -7449473.500000 Penalty: 2743.711182
	Iteration 0F: 2 clusters Score -7449474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -7406657.000000 Penalty: 5487.422363
	Iteration 0F: 3 clusters Score -7406657 nChanged 29799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -7423028.000000 Penalty: 5487.422363
	Iteration 1F: 3 clusters Score -7423028 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -7423594.500000 Penalty: 5487.422363
	Iteration 2Q: 3 clusters Score -7423594 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -7424113.000000 Penalty: 5487.422363
	Iteration 3Q: 3 clusters Score -7424113 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7424583.000000 Penalty: 5487.422363
	Iteration 4Q: 3 clusters Score -7424583 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -7425097.000000 Penalty: 5487.422363
	Iteration 5Q: 3 clusters Score -7425097 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -7425703.500000 Penalty: 5487.422363
	Iteration 6Q: 3 clusters Score -7425704 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7426455.000000 Penalty: 5487.422363
	Iteration 7Q: 3 clusters Score -7426455 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -7427366.500000 Penalty: 5487.422363
	Iteration 8Q: 3 clusters Score -7427366 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -7428622.500000 Penalty: 5487.422363
	Iteration 9Q: 3 clusters Score -7428622 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7430318.500000 Penalty: 5487.422363
	Iteration 10Q: 3 clusters Score -7430318 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -7432650.000000 Penalty: 5487.422363
	Iteration 11F: 3 clusters Score -7432650 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -7435319.000000 Penalty: 5487.422363
	Iteration 12F: 3 clusters Score -7435319 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -7437961.000000 Penalty: 5487.422363
	Iteration 13F: 3 clusters Score -7437961 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -7439762.000000 Penalty: 5487.422363
	Iteration 14Q: 3 clusters Score -7439762 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -7440474.000000 Penalty: 5487.422363
	Iteration 15Q: 3 clusters Score -7440474 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7440924.000000 Penalty: 5487.422363
	Iteration 16Q: 3 clusters Score -7440924 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -7441232.500000 Penalty: 5487.422363
	Iteration 17Q: 3 clusters Score -7441232 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7441482.500000 Penalty: 5487.422363
	Iteration 18Q: 3 clusters Score -7441482 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -7441720.000000 Penalty: 5487.422363
	Iteration 19Q: 3 clusters Score -7441720 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -7441883.000000 Penalty: 5487.422363
	Iteration 20F: 3 clusters Score -7441883 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -7442056.000000 Penalty: 5487.422363
	Iteration 21Q: 3 clusters Score -7442056 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -7442164.500000 Penalty: 5487.422363
	Iteration 22Q: 3 clusters Score -7442164 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -7442241.500000 Penalty: 5487.422363
	Iteration 23Q: 3 clusters Score -7442242 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -7442320.500000 Penalty: 5487.422363
	Iteration 24Q: 3 clusters Score -7442320 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -7442403.500000 Penalty: 5487.422363
	Iteration 25Q: 3 clusters Score -7442404 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -7442463.000000 Penalty: 5487.422363
	Iteration 26Q: 3 clusters Score -7442463 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -7442564.500000 Penalty: 5487.422363
	Iteration 27Q: 3 clusters Score -7442564 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -7442663.000000 Penalty: 5487.422363
	Iteration 28Q: 3 clusters Score -7442663 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -7442744.000000 Penalty: 5487.422363
	Iteration 29Q: 3 clusters Score -7442744 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -7442815.500000 Penalty: 5487.422363
	Iteration 30Q: 3 clusters Score -7442816 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -7442896.000000 Penalty: 5487.422363
	Iteration 31Q: 3 clusters Score -7442896 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7443011.500000 Penalty: 5487.422363
	Iteration 32Q: 3 clusters Score -7443012 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -7443129.000000 Penalty: 5487.422363
	Iteration 33Q: 3 clusters Score -7443129 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -7443178.000000 Penalty: 5487.422363
	Iteration 34Q: 3 clusters Score -7443178 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -7443250.000000 Penalty: 5487.422363
	Iteration 35Q: 3 clusters Score -7443250 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -7443328.000000 Penalty: 5487.422363
	Iteration 36Q: 3 clusters Score -7443328 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -7443402.000000 Penalty: 5487.422363
	Iteration 37Q: 3 clusters Score -7443402 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -7443495.500000 Penalty: 5487.422363
	Iteration 38Q: 3 clusters Score -7443496 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -7443604.000000 Penalty: 5487.422363
	Iteration 39Q: 3 clusters Score -7443604 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -7443644.500000 Penalty: 5487.422363
	Iteration 40F: 3 clusters Score -7443644 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -7443709.500000 Penalty: 5487.422363
	Iteration 41Q: 3 clusters Score -7443710 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -7443778.500000 Penalty: 5487.422363
	Iteration 42Q: 3 clusters Score -7443778 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -7443847.000000 Penalty: 5487.422363
	Iteration 43Q: 3 clusters Score -7443847 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -7443912.500000 Penalty: 5487.422363
	Iteration 44Q: 3 clusters Score -7443912 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -7444051.500000 Penalty: 5487.422363
	Iteration 45Q: 3 clusters Score -7444052 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -7444145.500000 Penalty: 5487.422363
	Iteration 46Q: 3 clusters Score -7444146 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -7444260.500000 Penalty: 5487.422363
	Iteration 47Q: 3 clusters Score -7444260 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -7444375.000000 Penalty: 5487.422363
	Iteration 48Q: 3 clusters Score -7444375 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -7444498.000000 Penalty: 5487.422363
	Iteration 49Q: 3 clusters Score -7444498 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -7444641.000000 Penalty: 5487.422363
	Iteration 50Q: 3 clusters Score -7444641 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -7444756.000000 Penalty: 5487.422363
	Iteration 51Q: 3 clusters Score -7444756 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -7444872.500000 Penalty: 5487.422363
	Iteration 52Q: 3 clusters Score -7444872 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7445000.000000 Penalty: 5487.422363
	Iteration 53Q: 3 clusters Score -7445000 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -7445134.000000 Penalty: 5487.422363
	Iteration 54Q: 3 clusters Score -7445134 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -7445261.000000 Penalty: 5487.422363
	Iteration 55Q: 3 clusters Score -7445261 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -7445424.500000 Penalty: 5487.422363
	Iteration 56Q: 3 clusters Score -7445424 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7445563.500000 Penalty: 5487.422363
	Iteration 57Q: 3 clusters Score -7445564 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7445678.500000 Penalty: 5487.422363
	Iteration 58Q: 3 clusters Score -7445678 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7445815.000000 Penalty: 5487.422363
	Iteration 59Q: 3 clusters Score -7445815 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7445939.500000 Penalty: 5487.422363
	Iteration 60F: 3 clusters Score -7445940 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7446067.500000 Penalty: 5487.422363
	Iteration 61Q: 3 clusters Score -7446068 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7446222.500000 Penalty: 5487.422363
	Iteration 62Q: 3 clusters Score -7446222 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7446343.000000 Penalty: 5487.422363
	Iteration 63Q: 3 clusters Score -7446343 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7446429.000000 Penalty: 5487.422363
	Iteration 64Q: 3 clusters Score -7446429 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7446551.000000 Penalty: 5487.422363
	Iteration 65Q: 3 clusters Score -7446551 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7446634.500000 Penalty: 5487.422363
	Iteration 66Q: 3 clusters Score -7446634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7446720.000000 Penalty: 5487.422363
	Iteration 67Q: 3 clusters Score -7446720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7446778.500000 Penalty: 5487.422363
	Iteration 68Q: 3 clusters Score -7446778 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7446816.000000 Penalty: 5487.422363
	Iteration 69Q: 3 clusters Score -7446816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7446844.000000 Penalty: 5487.422363
	Iteration 70Q: 3 clusters Score -7446844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7446879.000000 Penalty: 5487.422363
	Iteration 71Q: 3 clusters Score -7446879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7446918.000000 Penalty: 5487.422363
	Iteration 72Q: 3 clusters Score -7446918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7446958.000000 Penalty: 5487.422363
	Iteration 73Q: 3 clusters Score -7446958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7446994.500000 Penalty: 5487.422363
	Iteration 74Q: 3 clusters Score -7446994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7447011.500000 Penalty: 5487.422363
	Iteration 75Q: 3 clusters Score -7447012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7447037.000000 Penalty: 5487.422363
	Iteration 76Q: 3 clusters Score -7447037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7447058.000000 Penalty: 5487.422363
	Iteration 77Q: 3 clusters Score -7447058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7447086.000000 Penalty: 5487.422363
	Iteration 78Q: 3 clusters Score -7447086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7447090.000000 Penalty: 5487.422363
	Iteration 79Q: 3 clusters Score -7447090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7447092.500000 Penalty: 5487.422363
	Iteration 80F: 3 clusters Score -7447092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7447107.500000 Penalty: 5487.422363
	Iteration 81Q: 3 clusters Score -7447108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7447112.500000 Penalty: 5487.422363
	Iteration 82Q: 3 clusters Score -7447112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7447120.000000 Penalty: 5487.422363
	Iteration 83Q: 3 clusters Score -7447120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7447126.500000 Penalty: 5487.422363
	Iteration 84Q: 3 clusters Score -7447126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7447123.500000 Penalty: 5487.422363
	Iteration 85Q: 3 clusters Score -7447124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7447128.500000 Penalty: 5487.422363
	Iteration 86Q: 3 clusters Score -7447128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7447135.000000 Penalty: 5487.422363
	Iteration 87Q: 3 clusters Score -7447135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7447139.500000 Penalty: 5487.422363
	Iteration 88Q: 3 clusters Score -7447140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7447147.500000 Penalty: 5487.422363
	Iteration 89Q: 3 clusters Score -7447148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7447149.000000 Penalty: 5487.422363
	Iteration 90Q: 3 clusters Score -7447149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7447155.500000 Penalty: 5487.422363
	Iteration 91Q: 3 clusters Score -7447156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7447162.000000 Penalty: 5487.422363
	Iteration 92Q: 3 clusters Score -7447162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7447167.500000 Penalty: 5487.422363
	Iteration 93Q: 3 clusters Score -7447168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7447167.500000 Penalty: 5487.422363
	Iteration 94Q: 3 clusters Score -7447168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7447166.500000 Penalty: 5487.422363
	Iteration 95Q: 3 clusters Score -7447166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7447163.500000 Penalty: 5487.422363
	Iteration 96Q: 3 clusters Score -7447164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7447166.500000 Penalty: 5487.422363
	Iteration 97Q: 3 clusters Score -7447166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7447169.500000 Penalty: 5487.422363
	Iteration 98Q: 3 clusters Score -7447170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7447169.500000 Penalty: 5487.422363
	Iteration 99F: 3 clusters Score -7447170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Entering Unmasked Estep 
Score: -3771604.500000 Penalty: 2584.319336
	Iteration 0F: 2 clusters Score -3771604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3748976.500000 Penalty: 5168.638672
	Iteration 0F: 3 clusters Score -3748976 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3757121.000000 Penalty: 5168.638672
	Iteration 1F: 3 clusters Score -3757121 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3757573.250000 Penalty: 5168.638672
	Iteration 2Q: 3 clusters Score -3757573 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3757916.500000 Penalty: 5168.638672
	Iteration 3Q: 3 clusters Score -3757916 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3758332.000000 Penalty: 5168.638672
	Iteration 4Q: 3 clusters Score -3758332 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3758832.250000 Penalty: 5168.638672
	Iteration 5Q: 3 clusters Score -3758832 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3759579.000000 Penalty: 5168.638672
	Iteration 6Q: 3 clusters Score -3759579 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3760760.750000 Penalty: 5168.638672
	Iteration 7F: 3 clusters Score -3760761 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3762483.250000 Penalty: 5168.638672
	Iteration 8F: 3 clusters Score -3762483 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3764502.250000 Penalty: 5168.638672
	Iteration 9F: 3 clusters Score -3764502 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3766293.500000 Penalty: 5168.638672
	Iteration 10F: 3 clusters Score -3766294 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3767578.000000 Penalty: 5168.638672
	Iteration 11Q: 3 clusters Score -3767578 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3768312.750000 Penalty: 5168.638672
	Iteration 12Q: 3 clusters Score -3768313 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3768707.000000 Penalty: 5168.638672
	Iteration 13Q: 3 clusters Score -3768707 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3768944.000000 Penalty: 5168.638672
	Iteration 14Q: 3 clusters Score -3768944 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3769111.000000 Penalty: 5168.638672
	Iteration 15Q: 3 clusters Score -3769111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3769180.500000 Penalty: 5168.638672
	Iteration 16Q: 3 clusters Score -3769180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3769240.000000 Penalty: 5168.638672
	Iteration 17Q: 3 clusters Score -3769240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3769265.750000 Penalty: 5168.638672
	Iteration 18Q: 3 clusters Score -3769266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3769292.250000 Penalty: 5168.638672
	Iteration 19Q: 3 clusters Score -3769292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3769313.000000 Penalty: 5168.638672
	Iteration 20F: 3 clusters Score -3769313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3769326.000000 Penalty: 5168.638672
	Iteration 21Q: 3 clusters Score -3769326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3769342.500000 Penalty: 5168.638672
	Iteration 22Q: 3 clusters Score -3769342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3769357.000000 Penalty: 5168.638672
	Iteration 23Q: 3 clusters Score -3769357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3769370.250000 Penalty: 5168.638672
	Iteration 24Q: 3 clusters Score -3769370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3769389.250000 Penalty: 5168.638672
	Iteration 25Q: 3 clusters Score -3769389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3769394.500000 Penalty: 5168.638672
	Iteration 26Q: 3 clusters Score -3769394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3769402.750000 Penalty: 5168.638672
	Iteration 27Q: 3 clusters Score -3769403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3769401.250000 Penalty: 5168.638672
	Iteration 28Q: 3 clusters Score -3769401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3769406.500000 Penalty: 5168.638672
	Iteration 29Q: 3 clusters Score -3769406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3769409.250000 Penalty: 5168.638672
	Iteration 30Q: 3 clusters Score -3769409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3769411.500000 Penalty: 5168.638672
	Iteration 31Q: 3 clusters Score -3769412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3769412.500000 Penalty: 5168.638672
	Iteration 32Q: 3 clusters Score -3769412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3769409.750000 Penalty: 5168.638672
	Iteration 33Q: 3 clusters Score -3769410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3769409.750000 Penalty: 5168.638672
	Iteration 34F: 3 clusters Score -3769410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128435 members 
Entering Unmasked Estep 
Score: -14798732.000000 Penalty: 2917.268066
	Iteration 0F: 2 clusters Score -1.479873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -14712656.000000 Penalty: 5834.536133
	Iteration 0F: 3 clusters Score -1.471266e+07 nChanged 61275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -14747782.000000 Penalty: 5834.536133
	Iteration 1F: 3 clusters Score -1.474778e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -14748871.000000 Penalty: 5834.536133
	Iteration 2Q: 3 clusters Score -1.474887e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -14749878.000000 Penalty: 5834.536133
	Iteration 3Q: 3 clusters Score -1.474988e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -14751077.000000 Penalty: 5834.536133
	Iteration 4Q: 3 clusters Score -1.475108e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -14752857.000000 Penalty: 5834.536133
	Iteration 5Q: 3 clusters Score -1.475286e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -14755300.000000 Penalty: 5834.536133
	Iteration 6Q: 3 clusters Score -1.47553e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -14758740.000000 Penalty: 5834.536133
	Iteration 7Q: 3 clusters Score -1.475874e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -14763629.000000 Penalty: 5834.536133
	Iteration 8F: 3 clusters Score -1.476363e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -14769574.000000 Penalty: 5834.536133
	Iteration 9F: 3 clusters Score -1.476957e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -14774387.000000 Penalty: 5834.536133
	Iteration 10F: 3 clusters Score -1.477439e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -14777255.000000 Penalty: 5834.536133
	Iteration 11Q: 3 clusters Score -1.477726e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -14778692.000000 Penalty: 5834.536133
	Iteration 12Q: 3 clusters Score -1.477869e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -14779292.000000 Penalty: 5834.536133
	Iteration 13Q: 3 clusters Score -1.477929e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -14780022.000000 Penalty: 5834.536133
	Iteration 14Q: 3 clusters Score -1.478002e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -14780679.000000 Penalty: 5834.536133
	Iteration 15Q: 3 clusters Score -1.478068e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -14781372.000000 Penalty: 5834.536133
	Iteration 16Q: 3 clusters Score -1.478137e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -14782244.000000 Penalty: 5834.536133
	Iteration 17Q: 3 clusters Score -1.478224e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -14783021.000000 Penalty: 5834.536133
	Iteration 18Q: 3 clusters Score -1.478302e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -14783845.000000 Penalty: 5834.536133
	Iteration 19Q: 3 clusters Score -1.478384e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -14784857.000000 Penalty: 5834.536133
	Iteration 20F: 3 clusters Score -1.478486e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -14785911.000000 Penalty: 5834.536133
	Iteration 21Q: 3 clusters Score -1.478591e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 108644 members 
Entering Unmasked Estep 
Score: -14786983.000000 Penalty: 5834.536133
	Iteration 22Q: 3 clusters Score -1.478698e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -14788108.000000 Penalty: 5834.536133
	Iteration 23Q: 3 clusters Score -1.478811e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -14789042.000000 Penalty: 5834.536133
	Iteration 24Q: 3 clusters Score -1.478904e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -14790080.000000 Penalty: 5834.536133
	Iteration 25Q: 3 clusters Score -1.479008e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -14791096.000000 Penalty: 5834.536133
	Iteration 26Q: 3 clusters Score -1.47911e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
Score: -14791935.000000 Penalty: 5834.536133
	Iteration 27Q: 3 clusters Score -1.479194e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -14792790.000000 Penalty: 5834.536133
	Iteration 28Q: 3 clusters Score -1.479279e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -14793521.000000 Penalty: 5834.536133
	Iteration 29Q: 3 clusters Score -1.479352e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 123379 members 
Entering Unmasked Estep 
Score: -14794110.000000 Penalty: 5834.536133
	Iteration 30Q: 3 clusters Score -1.479411e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -14794595.000000 Penalty: 5834.536133
	Iteration 31Q: 3 clusters Score -1.47946e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 125153 members 
Entering Unmasked Estep 
Score: -14794995.000000 Penalty: 5834.536133
	Iteration 32Q: 3 clusters Score -1.4795e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -14795274.000000 Penalty: 5834.536133
	Iteration 33Q: 3 clusters Score -1.479527e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 126237 members 
Entering Unmasked Estep 
Score: -14795484.000000 Penalty: 5834.536133
	Iteration 34Q: 3 clusters Score -1.479548e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 126561 members 
Entering Unmasked Estep 
Score: -14795625.000000 Penalty: 5834.536133
	Iteration 35Q: 3 clusters Score -1.479562e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -14795781.000000 Penalty: 5834.536133
	Iteration 36Q: 3 clusters Score -1.479578e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 126960 members 
Entering Unmasked Estep 
Score: -14795913.000000 Penalty: 5834.536133
	Iteration 37Q: 3 clusters Score -1.479591e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -14795978.000000 Penalty: 5834.536133
	Iteration 38Q: 3 clusters Score -1.479598e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -14796051.000000 Penalty: 5834.536133
	Iteration 39Q: 3 clusters Score -1.479605e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -14796123.000000 Penalty: 5834.536133
	Iteration 40F: 3 clusters Score -1.479612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -14796163.000000 Penalty: 5834.536133
	Iteration 41Q: 3 clusters Score -1.479616e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 127433 members 
Entering Unmasked Estep 
Score: -14796210.000000 Penalty: 5834.536133
	Iteration 42Q: 3 clusters Score -1.479621e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -14796223.000000 Penalty: 5834.536133
	Iteration 43Q: 3 clusters Score -1.479622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -14796252.000000 Penalty: 5834.536133
	Iteration 44Q: 3 clusters Score -1.479625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 127524 members 
Entering Unmasked Estep 
Score: -14796263.000000 Penalty: 5834.536133
	Iteration 45Q: 3 clusters Score -1.479626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -14796299.000000 Penalty: 5834.536133
	Iteration 46Q: 3 clusters Score -1.47963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 127568 members 
Entering Unmasked Estep 
Score: -14796305.000000 Penalty: 5834.536133
	Iteration 47Q: 3 clusters Score -1.47963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -14796315.000000 Penalty: 5834.536133
	Iteration 48Q: 3 clusters Score -1.479632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
Score: -14796322.000000 Penalty: 5834.536133
	Iteration 49Q: 3 clusters Score -1.479632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -14796337.000000 Penalty: 5834.536133
	Iteration 50Q: 3 clusters Score -1.479634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -14796339.000000 Penalty: 5834.536133
	Iteration 51Q: 3 clusters Score -1.479634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -14796335.000000 Penalty: 5834.536133
	Iteration 52Q: 3 clusters Score -1.479634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -14796340.000000 Penalty: 5834.536133
	Iteration 53Q: 3 clusters Score -1.479634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -14796333.000000 Penalty: 5834.536133
	Iteration 54Q: 3 clusters Score -1.479633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 127641 members 
Entering Unmasked Estep 
Score: -14796325.000000 Penalty: 5834.536133
	Iteration 55Q: 3 clusters Score -1.479632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 127649 members 
Entering Unmasked Estep 
Score: -14796315.000000 Penalty: 5834.536133
	Iteration 56Q: 3 clusters Score -1.479632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -14796330.000000 Penalty: 5834.536133
	Iteration 57Q: 3 clusters Score -1.479633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 127653 members 
Entering Unmasked Estep 
Score: -14796327.000000 Penalty: 5834.536133
	Iteration 58Q: 3 clusters Score -1.479633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 127653 members 
Entering Unmasked Estep 
Score: -14796326.000000 Penalty: 5834.536133
	Iteration 59Q: 3 clusters Score -1.479633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -14796323.000000 Penalty: 5834.536133
	Iteration 60F: 3 clusters Score -1.479632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -54890.929688 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -54890.93 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 294 members 
Entering Unmasked Estep 
Score: -53337.183594 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -53337.18 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53572.039062 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -53572.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53710.835938 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -53710.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53800.492188 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -53800.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53850.492188 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -53850.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53952.457031 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -53952.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54089.593750 Penalty: 3136.882080
	Iteration 6F: 3 clusters Score -54089.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54278.171875 Penalty: 3136.882080
	Iteration 7F: 3 clusters Score -54278.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54463.593750 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -54463.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54560.523438 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -54560.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54607.824219 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -54607.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54636.011719 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -54636.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54664.601562 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -54664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54673.484375 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -54673.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54677.187500 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -54677.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54678.656250 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -54678.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54678.656250 Penalty: 3136.882080
	Iteration 16F: 3 clusters Score -54678.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (205414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205414 members 
Entering Unmasked Estep 
Score: -23586870.000000 Penalty: 3033.729980
	Iteration 0F: 2 clusters Score -2.358687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -23461196.000000 Penalty: 6067.459961
	Iteration 0F: 3 clusters Score -2.34612e+07 nChanged 98745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -23519314.000000 Penalty: 6067.459961
	Iteration 1F: 3 clusters Score -2.351931e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115413 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -23520968.000000 Penalty: 6067.459961
	Iteration 2Q: 3 clusters Score -2.352097e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122688 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -23524148.000000 Penalty: 6067.459961
	Iteration 3Q: 3 clusters Score -2.352415e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -23529788.000000 Penalty: 6067.459961
	Iteration 4F: 3 clusters Score -2.352979e+07 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -23540764.000000 Penalty: 6067.459961
	Iteration 5F: 3 clusters Score -2.354076e+07 nChanged 18677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -23555640.000000 Penalty: 6067.459961
	Iteration 6F: 3 clusters Score -2.355564e+07 nChanged 18153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185410 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -23569624.000000 Penalty: 6067.459961
	Iteration 7F: 3 clusters Score -2.356962e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -23578306.000000 Penalty: 6067.459961
	Iteration 8F: 3 clusters Score -2.357831e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202288 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -23581960.000000 Penalty: 6067.459961
	Iteration 9Q: 3 clusters Score -2.358196e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203997 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23583416.000000 Penalty: 6067.459961
	Iteration 10Q: 3 clusters Score -2.358342e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204487 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23583900.000000 Penalty: 6067.459961
	Iteration 11Q: 3 clusters Score -2.35839e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204632 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23584186.000000 Penalty: 6067.459961
	Iteration 12Q: 3 clusters Score -2.358419e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204652 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23584430.000000 Penalty: 6067.459961
	Iteration 13Q: 3 clusters Score -2.358443e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204622 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -23584618.000000 Penalty: 6067.459961
	Iteration 14Q: 3 clusters Score -2.358462e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204564 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23584744.000000 Penalty: 6067.459961
	Iteration 15Q: 3 clusters Score -2.358474e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204483 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23584868.000000 Penalty: 6067.459961
	Iteration 16Q: 3 clusters Score -2.358487e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204407 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -23584970.000000 Penalty: 6067.459961
	Iteration 17Q: 3 clusters Score -2.358497e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204344 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23585040.000000 Penalty: 6067.459961
	Iteration 18Q: 3 clusters Score -2.358504e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204285 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23585100.000000 Penalty: 6067.459961
	Iteration 19Q: 3 clusters Score -2.35851e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204214 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -23585168.000000 Penalty: 6067.459961
	Iteration 20F: 3 clusters Score -2.358517e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204119 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -23585260.000000 Penalty: 6067.459961
	Iteration 21Q: 3 clusters Score -2.358526e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204027 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23585312.000000 Penalty: 6067.459961
	Iteration 22Q: 3 clusters Score -2.358531e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203928 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23585432.000000 Penalty: 6067.459961
	Iteration 23Q: 3 clusters Score -2.358543e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203826 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23585448.000000 Penalty: 6067.459961
	Iteration 24Q: 3 clusters Score -2.358545e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203722 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -23585560.000000 Penalty: 6067.459961
	Iteration 25Q: 3 clusters Score -2.358556e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203612 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23585650.000000 Penalty: 6067.459961
	Iteration 26Q: 3 clusters Score -2.358565e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23585708.000000 Penalty: 6067.459961
	Iteration 27Q: 3 clusters Score -2.358571e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203409 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23585754.000000 Penalty: 6067.459961
	Iteration 28Q: 3 clusters Score -2.358575e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203307 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -23585828.000000 Penalty: 6067.459961
	Iteration 29Q: 3 clusters Score -2.358583e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203198 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23585896.000000 Penalty: 6067.459961
	Iteration 30Q: 3 clusters Score -2.35859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203097 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -23585974.000000 Penalty: 6067.459961
	Iteration 31Q: 3 clusters Score -2.358597e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202981 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -23586062.000000 Penalty: 6067.459961
	Iteration 32Q: 3 clusters Score -2.358606e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202861 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -23586130.000000 Penalty: 6067.459961
	Iteration 33Q: 3 clusters Score -2.358613e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202756 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -23586236.000000 Penalty: 6067.459961
	Iteration 34Q: 3 clusters Score -2.358624e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202648 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23586280.000000 Penalty: 6067.459961
	Iteration 35Q: 3 clusters Score -2.358628e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202528 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2.358632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202418 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -23586360.000000 Penalty: 6067.459961
	Iteration 37Q: 3 clusters Score -2.358636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202304 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -23586384.000000 Penalty: 6067.459961
	Iteration 38Q: 3 clusters Score -2.358638e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202211 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -23586410.000000 Penalty: 6067.459961
	Iteration 39Q: 3 clusters Score -2.358641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202131 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -23586466.000000 Penalty: 6067.459961
	Iteration 40F: 3 clusters Score -2.358647e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201999 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -23586626.000000 Penalty: 6067.459961
	Iteration 41Q: 3 clusters Score -2.358663e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201860 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -23586730.000000 Penalty: 6067.459961
	Iteration 42Q: 3 clusters Score -2.358673e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201705 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -23586832.000000 Penalty: 6067.459961
	Iteration 43Q: 3 clusters Score -2.358683e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201541 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -23586948.000000 Penalty: 6067.459961
	Iteration 44Q: 3 clusters Score -2.358695e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201370 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -23587016.000000 Penalty: 6067.459961
	Iteration 45Q: 3 clusters Score -2.358702e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201180 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -23587016.000000 Penalty: 6067.459961
	Iteration 46Q: 3 clusters Score -2.358702e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200976 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -23587152.000000 Penalty: 6067.459961
	Iteration 47Q: 3 clusters Score -2.358715e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200740 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -23587260.000000 Penalty: 6067.459961
	Iteration 48Q: 3 clusters Score -2.358726e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200485 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -23587324.000000 Penalty: 6067.459961
	Iteration 49Q: 3 clusters Score -2.358732e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200250 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -23587468.000000 Penalty: 6067.459961
	Iteration 50Q: 3 clusters Score -2.358747e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199979 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -23587664.000000 Penalty: 6067.459961
	Iteration 51Q: 3 clusters Score -2.358766e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199703 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -23587830.000000 Penalty: 6067.459961
	Iteration 52Q: 3 clusters Score -2.358783e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199431 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -23587944.000000 Penalty: 6067.459961
	Iteration 53Q: 3 clusters Score -2.358794e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199211 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -23588042.000000 Penalty: 6067.459961
	Iteration 54Q: 3 clusters Score -2.358804e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198989 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -23588052.000000 Penalty: 6067.459961
	Iteration 55Q: 3 clusters Score -2.358805e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198793 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -23588144.000000 Penalty: 6067.459961
	Iteration 56Q: 3 clusters Score -2.358814e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198578 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -23588196.000000 Penalty: 6067.459961
	Iteration 57Q: 3 clusters Score -2.35882e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198387 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -23588286.000000 Penalty: 6067.459961
	Iteration 58Q: 3 clusters Score -2.358829e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198222 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -23588370.000000 Penalty: 6067.459961
	Iteration 59Q: 3 clusters Score -2.358837e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198061 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -23588376.000000 Penalty: 6067.459961
	Iteration 60F: 3 clusters Score -2.358838e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197856 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -23588402.000000 Penalty: 6067.459961
	Iteration 61Q: 3 clusters Score -2.35884e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197697 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -23588530.000000 Penalty: 6067.459961
	Iteration 62Q: 3 clusters Score -2.358853e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197539 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -23588564.000000 Penalty: 6067.459961
	Iteration 63Q: 3 clusters Score -2.358856e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197380 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -23588648.000000 Penalty: 6067.459961
	Iteration 64Q: 3 clusters Score -2.358865e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197225 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -23588686.000000 Penalty: 6067.459961
	Iteration 65Q: 3 clusters Score -2.358869e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -23588824.000000 Penalty: 6067.459961
	Iteration 66Q: 3 clusters Score -2.358882e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196912 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -23588872.000000 Penalty: 6067.459961
	Iteration 67Q: 3 clusters Score -2.358887e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196774 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -23588858.000000 Penalty: 6067.459961
	Iteration 68Q: 3 clusters Score -2.358886e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196631 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -23588858.000000 Penalty: 6067.459961
	Iteration 69Q: 3 clusters Score -2.358886e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196495 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -23588936.000000 Penalty: 6067.459961
	Iteration 70Q: 3 clusters Score -2.358894e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196355 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -23589000.000000 Penalty: 6067.459961
	Iteration 71Q: 3 clusters Score -2.3589e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196218 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -23589056.000000 Penalty: 6067.459961
	Iteration 72Q: 3 clusters Score -2.358906e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196098 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -23589142.000000 Penalty: 6067.459961
	Iteration 73Q: 3 clusters Score -2.358914e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195964 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -23589170.000000 Penalty: 6067.459961
	Iteration 74Q: 3 clusters Score -2.358917e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195819 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -23589184.000000 Penalty: 6067.459961
	Iteration 75Q: 3 clusters Score -2.358918e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195685 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -23589236.000000 Penalty: 6067.459961
	Iteration 76Q: 3 clusters Score -2.358924e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -23589258.000000 Penalty: 6067.459961
	Iteration 77Q: 3 clusters Score -2.358926e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195447 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -23589318.000000 Penalty: 6067.459961
	Iteration 78Q: 3 clusters Score -2.358932e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195323 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -23589296.000000 Penalty: 6067.459961
	Iteration 79Q: 3 clusters Score -2.35893e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195190 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -23589308.000000 Penalty: 6067.459961
	Iteration 80F: 3 clusters Score -2.358931e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -23589354.000000 Penalty: 6067.459961
	Iteration 81Q: 3 clusters Score -2.358935e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194923 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -23589378.000000 Penalty: 6067.459961
	Iteration 82Q: 3 clusters Score -2.358938e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194811 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -23589376.000000 Penalty: 6067.459961
	Iteration 83Q: 3 clusters Score -2.358938e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194681 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -23589452.000000 Penalty: 6067.459961
	Iteration 84Q: 3 clusters Score -2.358945e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194543 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -23589440.000000 Penalty: 6067.459961
	Iteration 85Q: 3 clusters Score -2.358944e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -23589492.000000 Penalty: 6067.459961
	Iteration 86Q: 3 clusters Score -2.358949e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194259 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -23589510.000000 Penalty: 6067.459961
	Iteration 87Q: 3 clusters Score -2.358951e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194119 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -23589550.000000 Penalty: 6067.459961
	Iteration 88Q: 3 clusters Score -2.358955e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193986 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -23589566.000000 Penalty: 6067.459961
	Iteration 89Q: 3 clusters Score -2.358957e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193858 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -23589606.000000 Penalty: 6067.459961
	Iteration 90Q: 3 clusters Score -2.358961e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193715 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -23589644.000000 Penalty: 6067.459961
	Iteration 91Q: 3 clusters Score -2.358964e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -23589672.000000 Penalty: 6067.459961
	Iteration 92Q: 3 clusters Score -2.358967e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193458 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -23589670.000000 Penalty: 6067.459961
	Iteration 93Q: 3 clusters Score -2.358967e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193342 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -23589728.000000 Penalty: 6067.459961
	Iteration 94Q: 3 clusters Score -2.358973e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193213 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -23589768.000000 Penalty: 6067.459961
	Iteration 95Q: 3 clusters Score -2.358977e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193097 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -23589768.000000 Penalty: 6067.459961
	Iteration 96Q: 3 clusters Score -2.358977e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -23589854.000000 Penalty: 6067.459961
	Iteration 97Q: 3 clusters Score -2.358985e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -23589814.000000 Penalty: 6067.459961
	Iteration 98Q: 3 clusters Score -2.358981e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192768 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -23589844.000000 Penalty: 6067.459961
	Iteration 99Q: 3 clusters Score -2.358984e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192662 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -23589870.000000 Penalty: 6067.459961
	Iteration 100F: 3 clusters Score -2.358987e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192553 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -23589880.000000 Penalty: 6067.459961
	Iteration 101Q: 3 clusters Score -2.358988e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192447 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -23589898.000000 Penalty: 6067.459961
	Iteration 102Q: 3 clusters Score -2.35899e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192343 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -23589964.000000 Penalty: 6067.459961
	Iteration 103Q: 3 clusters Score -2.358996e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192231 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -23590008.000000 Penalty: 6067.459961
	Iteration 104Q: 3 clusters Score -2.359001e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192113 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -23590004.000000 Penalty: 6067.459961
	Iteration 105Q: 3 clusters Score -2.359e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192005 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -23589998.000000 Penalty: 6067.459961
	Iteration 106Q: 3 clusters Score -2.359e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191907 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -23590020.000000 Penalty: 6067.459961
	Iteration 107Q: 3 clusters Score -2.359002e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191823 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -23589986.000000 Penalty: 6067.459961
	Iteration 108Q: 3 clusters Score -2.358999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191733 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -23590038.000000 Penalty: 6067.459961
	Iteration 109Q: 3 clusters Score -2.359004e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -23590054.000000 Penalty: 6067.459961
	Iteration 110Q: 3 clusters Score -2.359005e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -23590078.000000 Penalty: 6067.459961
	Iteration 111Q: 3 clusters Score -2.359008e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191501 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -23590106.000000 Penalty: 6067.459961
	Iteration 112Q: 3 clusters Score -2.359011e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -23590124.000000 Penalty: 6067.459961
	Iteration 113Q: 3 clusters Score -2.359012e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191348 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -23590160.000000 Penalty: 6067.459961
	Iteration 114Q: 3 clusters Score -2.359016e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -23590190.000000 Penalty: 6067.459961
	Iteration 115Q: 3 clusters Score -2.359019e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191178 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -23590162.000000 Penalty: 6067.459961
	Iteration 116Q: 3 clusters Score -2.359016e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191090 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -23590232.000000 Penalty: 6067.459961
	Iteration 117Q: 3 clusters Score -2.359023e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191001 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -23590212.000000 Penalty: 6067.459961
	Iteration 118Q: 3 clusters Score -2.359021e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190921 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -23590202.000000 Penalty: 6067.459961
	Iteration 119Q: 3 clusters Score -2.35902e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190837 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -23590222.000000 Penalty: 6067.459961
	Iteration 120F: 3 clusters Score -2.359022e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190756 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -23590286.000000 Penalty: 6067.459961
	Iteration 121Q: 3 clusters Score -2.359029e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -23590288.000000 Penalty: 6067.459961
	Iteration 122Q: 3 clusters Score -2.359029e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190572 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -23590308.000000 Penalty: 6067.459961
	Iteration 123Q: 3 clusters Score -2.359031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190499 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -23590306.000000 Penalty: 6067.459961
	Iteration 124Q: 3 clusters Score -2.359031e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190429 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -23590340.000000 Penalty: 6067.459961
	Iteration 125Q: 3 clusters Score -2.359034e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -23590304.000000 Penalty: 6067.459961
	Iteration 126Q: 3 clusters Score -2.35903e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -23590304.000000 Penalty: 6067.459961
	Iteration 127Q: 3 clusters Score -2.35903e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190192 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -23590316.000000 Penalty: 6067.459961
	Iteration 128Q: 3 clusters Score -2.359032e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190101 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -23590336.000000 Penalty: 6067.459961
	Iteration 129Q: 3 clusters Score -2.359034e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190002 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -23590320.000000 Penalty: 6067.459961
	Iteration 130Q: 3 clusters Score -2.359032e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -23590346.000000 Penalty: 6067.459961
	Iteration 131Q: 3 clusters Score -2.359035e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189794 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -23590402.000000 Penalty: 6067.459961
	Iteration 132Q: 3 clusters Score -2.35904e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189686 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -23590422.000000 Penalty: 6067.459961
	Iteration 133Q: 3 clusters Score -2.359042e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189578 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -23590462.000000 Penalty: 6067.459961
	Iteration 134Q: 3 clusters Score -2.359046e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189480 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -23590492.000000 Penalty: 6067.459961
	Iteration 135Q: 3 clusters Score -2.359049e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189390 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -23590496.000000 Penalty: 6067.459961
	Iteration 136Q: 3 clusters Score -2.35905e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189285 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -23590568.000000 Penalty: 6067.459961
	Iteration 137Q: 3 clusters Score -2.359057e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189183 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -23590566.000000 Penalty: 6067.459961
	Iteration 138Q: 3 clusters Score -2.359057e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189081 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -23590558.000000 Penalty: 6067.459961
	Iteration 139Q: 3 clusters Score -2.359056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -23590596.000000 Penalty: 6067.459961
	Iteration 140F: 3 clusters Score -2.35906e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188908 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -23590640.000000 Penalty: 6067.459961
	Iteration 141Q: 3 clusters Score -2.359064e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188823 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -23590644.000000 Penalty: 6067.459961
	Iteration 142Q: 3 clusters Score -2.359064e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188741 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -23590666.000000 Penalty: 6067.459961
	Iteration 143Q: 3 clusters Score -2.359067e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -23590680.000000 Penalty: 6067.459961
	Iteration 144Q: 3 clusters Score -2.359068e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188603 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -23590682.000000 Penalty: 6067.459961
	Iteration 145Q: 3 clusters Score -2.359068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188548 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -23590730.000000 Penalty: 6067.459961
	Iteration 146Q: 3 clusters Score -2.359073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -23590732.000000 Penalty: 6067.459961
	Iteration 147Q: 3 clusters Score -2.359073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -23590770.000000 Penalty: 6067.459961
	Iteration 148Q: 3 clusters Score -2.359077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188419 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -23590768.000000 Penalty: 6067.459961
	Iteration 149Q: 3 clusters Score -2.359077e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -23590762.000000 Penalty: 6067.459961
	Iteration 150Q: 3 clusters Score -2.359076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188352 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -23590758.000000 Penalty: 6067.459961
	Iteration 151Q: 3 clusters Score -2.359076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -23590756.000000 Penalty: 6067.459961
	Iteration 152Q: 3 clusters Score -2.359076e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -23590758.000000 Penalty: 6067.459961
	Iteration 153Q: 3 clusters Score -2.359076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188208 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -23590812.000000 Penalty: 6067.459961
	Iteration 154Q: 3 clusters Score -2.359081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -23590826.000000 Penalty: 6067.459961
	Iteration 155Q: 3 clusters Score -2.359083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188120 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -23590858.000000 Penalty: 6067.459961
	Iteration 156Q: 3 clusters Score -2.359086e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -23590852.000000 Penalty: 6067.459961
	Iteration 157Q: 3 clusters Score -2.359085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188044 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -23590872.000000 Penalty: 6067.459961
	Iteration 158Q: 3 clusters Score -2.359087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188011 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -23590878.000000 Penalty: 6067.459961
	Iteration 159Q: 3 clusters Score -2.359088e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187979 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -23590900.000000 Penalty: 6067.459961
	Iteration 160F: 3 clusters Score -2.35909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -23590890.000000 Penalty: 6067.459961
	Iteration 161Q: 3 clusters Score -2.359089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187912 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -23590882.000000 Penalty: 6067.459961
	Iteration 162Q: 3 clusters Score -2.359088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -23590870.000000 Penalty: 6067.459961
	Iteration 163Q: 3 clusters Score -2.359087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187846 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -23590866.000000 Penalty: 6067.459961
	Iteration 164Q: 3 clusters Score -2.359087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187819 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -23590870.000000 Penalty: 6067.459961
	Iteration 165Q: 3 clusters Score -2.359087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187806 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -23590854.000000 Penalty: 6067.459961
	Iteration 166Q: 3 clusters Score -2.359085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187787 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -23590872.000000 Penalty: 6067.459961
	Iteration 167Q: 3 clusters Score -2.359087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -23590886.000000 Penalty: 6067.459961
	Iteration 168Q: 3 clusters Score -2.359089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -23590906.000000 Penalty: 6067.459961
	Iteration 169Q: 3 clusters Score -2.359091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187766 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -23590896.000000 Penalty: 6067.459961
	Iteration 170Q: 3 clusters Score -2.35909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187763 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -23590896.000000 Penalty: 6067.459961
	Iteration 171Q: 3 clusters Score -2.35909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -23590886.000000 Penalty: 6067.459961
	Iteration 172Q: 3 clusters Score -2.359089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -23590878.000000 Penalty: 6067.459961
	Iteration 173Q: 3 clusters Score -2.359088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187758 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -23590872.000000 Penalty: 6067.459961
	Iteration 174Q: 3 clusters Score -2.359087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187758 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -23590872.000000 Penalty: 6067.459961
	Iteration 175F: 3 clusters Score -2.359087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 318876 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70916 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 128435 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 187758 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 17656 members 
Entering Unmasked Estep 
Score: -114657208.000000 Penalty: 82330.898438
Splitting cluster 22 changes total score from -114652616.000000 to -114657208.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -64813.628906 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -64813.63 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 289 members 
Entering Unmasked Estep 
Score: -63219.660156 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -63219.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63417.582031 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -63417.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63507.699219 Penalty: 3172.877197
	Iteration 2Q: 3 clusters Score -63507.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63647.675781 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -63647.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63727.613281 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -63727.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63775.835938 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -63775.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63818.675781 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -63818.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63862.714844 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -63862.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63908.558594 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -63908.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63938.332031 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -63938.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63955.781250 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -63955.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63964.636719 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -63964.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63966.054688 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -63966.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63966.054688 Penalty: 3172.877197
	Iteration 13F: 3 clusters Score -63966.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 22896 members 
Mstep: Class 3 contains 318876 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 70916 members 
Mstep: Class 6 contains 8495 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63790 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 128435 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 187758 members 
Mstep: Class 23 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114659472.000000 Penalty: 82330.898438
Iteration 119Q: 25 clusters Score -1.146595e+08 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 23028 members 
Mstep: Class 3 contains 320644 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71452 members 
Mstep: Class 6 contains 8518 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 21022 members 
Mstep: Class 10 contains 17646 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23189 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63923 members 
Mstep: Class 19 contains 33538 members 
Mstep: Class 20 contains 128278 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 185667 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 16956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114661256.000000 Penalty: 82330.898438
Iteration 120F: 25 clusters Score -1.146613e+08 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 23054 members 
Mstep: Class 3 contains 320948 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71602 members 
Mstep: Class 6 contains 8502 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20794 members 
Mstep: Class 10 contains 17647 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23169 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63902 members 
Mstep: Class 19 contains 33546 members 
Mstep: Class 20 contains 128066 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 183896 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 18648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114662184.000000 Penalty: 82330.898438
Iteration 121Q: 25 clusters Score -1.146622e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 23086 members 
Mstep: Class 3 contains 320977 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71724 members 
Mstep: Class 6 contains 8498 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20652 members 
Mstep: Class 10 contains 17646 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63877 members 
Mstep: Class 19 contains 33524 members 
Mstep: Class 20 contains 127868 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 182714 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 19980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114663120.000000 Penalty: 82330.898438
Iteration 122Q: 25 clusters Score -1.146631e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 23109 members 
Mstep: Class 3 contains 320885 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71805 members 
Mstep: Class 6 contains 8489 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20538 members 
Mstep: Class 10 contains 17647 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23149 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63858 members 
Mstep: Class 19 contains 33504 members 
Mstep: Class 20 contains 127728 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 181731 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 21255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114664256.000000 Penalty: 82330.898438
Iteration 123Q: 25 clusters Score -1.146643e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 23142 members 
Mstep: Class 3 contains 320770 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71871 members 
Mstep: Class 6 contains 8488 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20457 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63850 members 
Mstep: Class 19 contains 33486 members 
Mstep: Class 20 contains 127588 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 180829 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114664720.000000 Penalty: 82330.898438
Iteration 124Q: 25 clusters Score -1.146647e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 23157 members 
Mstep: Class 3 contains 320677 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71909 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20414 members 
Mstep: Class 10 contains 17656 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63849 members 
Mstep: Class 19 contains 33460 members 
Mstep: Class 20 contains 127469 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 179983 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 23575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114665056.000000 Penalty: 82330.898438
Iteration 125Q: 25 clusters Score -1.146651e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 23170 members 
Mstep: Class 3 contains 320580 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71901 members 
Mstep: Class 6 contains 8478 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20407 members 
Mstep: Class 10 contains 17657 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23113 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63861 members 
Mstep: Class 19 contains 33420 members 
Mstep: Class 20 contains 127367 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 179188 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 24624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114666168.000000 Penalty: 82330.898438
Iteration 126Q: 25 clusters Score -1.146662e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 23183 members 
Mstep: Class 3 contains 320499 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71903 members 
Mstep: Class 6 contains 8479 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20392 members 
Mstep: Class 10 contains 17662 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63853 members 
Mstep: Class 19 contains 33388 members 
Mstep: Class 20 contains 127278 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 178450 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 25589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114666704.000000 Penalty: 82330.898438
Iteration 127Q: 25 clusters Score -1.146667e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 23175 members 
Mstep: Class 3 contains 320446 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71891 members 
Mstep: Class 6 contains 8477 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20376 members 
Mstep: Class 10 contains 17663 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63858 members 
Mstep: Class 19 contains 33349 members 
Mstep: Class 20 contains 127191 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 177805 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 26498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114666952.000000 Penalty: 82330.898438
Iteration 128Q: 25 clusters Score -1.14667e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 23174 members 
Mstep: Class 3 contains 320313 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71883 members 
Mstep: Class 6 contains 8473 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20384 members 
Mstep: Class 10 contains 17661 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4142 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63858 members 
Mstep: Class 19 contains 33319 members 
Mstep: Class 20 contains 127110 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 177197 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 27388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114667368.000000 Penalty: 82330.898438
Iteration 129Q: 25 clusters Score -1.146674e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 23174 members 
Mstep: Class 3 contains 320221 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71853 members 
Mstep: Class 6 contains 8478 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20379 members 
Mstep: Class 10 contains 17660 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4142 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23150 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63858 members 
Mstep: Class 19 contains 33279 members 
Mstep: Class 20 contains 127050 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 176546 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 28291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114667704.000000 Penalty: 82330.898438
Iteration 130Q: 25 clusters Score -1.146677e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 23173 members 
Mstep: Class 3 contains 320152 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71817 members 
Mstep: Class 6 contains 8476 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20377 members 
Mstep: Class 10 contains 17663 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4141 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23152 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63850 members 
Mstep: Class 19 contains 33248 members 
Mstep: Class 20 contains 126996 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 175956 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 29116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114667832.000000 Penalty: 82330.898438
Iteration 131Q: 25 clusters Score -1.146678e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 23174 members 
Mstep: Class 3 contains 320057 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71774 members 
Mstep: Class 6 contains 8473 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20372 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23155 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63841 members 
Mstep: Class 19 contains 33219 members 
Mstep: Class 20 contains 126958 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 175429 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 29877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114667944.000000 Penalty: 82330.898438
Iteration 132Q: 25 clusters Score -1.146679e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 23171 members 
Mstep: Class 3 contains 319973 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71752 members 
Mstep: Class 6 contains 8470 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20369 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4138 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63832 members 
Mstep: Class 19 contains 33189 members 
Mstep: Class 20 contains 126923 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 174948 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 30549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114668240.000000 Penalty: 82330.898438
Iteration 133Q: 25 clusters Score -1.146682e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 23170 members 
Mstep: Class 3 contains 319916 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71731 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4138 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63820 members 
Mstep: Class 19 contains 33153 members 
Mstep: Class 20 contains 126907 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 174501 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 31141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114668624.000000 Penalty: 82330.898438
Iteration 134Q: 25 clusters Score -1.146686e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 23173 members 
Mstep: Class 3 contains 319885 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71697 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20385 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23150 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63817 members 
Mstep: Class 19 contains 33118 members 
Mstep: Class 20 contains 126897 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 174050 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 31695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114668712.000000 Penalty: 82330.898438
Iteration 135Q: 25 clusters Score -1.146687e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 23171 members 
Mstep: Class 3 contains 319844 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71681 members 
Mstep: Class 6 contains 8467 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20393 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63810 members 
Mstep: Class 19 contains 33090 members 
Mstep: Class 20 contains 126886 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 173671 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 32196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114668832.000000 Penalty: 82330.898438
Iteration 136Q: 25 clusters Score -1.146688e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 23162 members 
Mstep: Class 3 contains 319818 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71663 members 
Mstep: Class 6 contains 8467 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20390 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23138 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63814 members 
Mstep: Class 19 contains 33063 members 
Mstep: Class 20 contains 126869 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 173358 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 32617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669008.000000 Penalty: 82330.898438
Iteration 137Q: 25 clusters Score -1.14669e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 23160 members 
Mstep: Class 3 contains 319798 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71644 members 
Mstep: Class 6 contains 8467 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20378 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4132 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23127 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63818 members 
Mstep: Class 19 contains 33046 members 
Mstep: Class 20 contains 126858 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 173120 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 32956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669200.000000 Penalty: 82330.898438
Iteration 138Q: 25 clusters Score -1.146692e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 319754 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71624 members 
Mstep: Class 6 contains 8467 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20388 members 
Mstep: Class 10 contains 17668 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23126 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63824 members 
Mstep: Class 19 contains 33029 members 
Mstep: Class 20 contains 126842 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172904 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 33264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669344.000000 Penalty: 82330.898438
Iteration 139Q: 25 clusters Score -1.146693e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 23148 members 
Mstep: Class 3 contains 319723 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71611 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20395 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23126 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63824 members 
Mstep: Class 19 contains 33010 members 
Mstep: Class 20 contains 126841 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172715 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 33533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669232.000000 Penalty: 82330.898438
Iteration 140F: 25 clusters Score -1.146692e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 23148 members 
Mstep: Class 3 contains 319694 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71590 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20399 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63826 members 
Mstep: Class 19 contains 32994 members 
Mstep: Class 20 contains 126842 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172539 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 33770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669280.000000 Penalty: 82330.898438
Iteration 141Q: 25 clusters Score -1.146693e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 23149 members 
Mstep: Class 3 contains 319664 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71581 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20407 members 
Mstep: Class 10 contains 17668 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63829 members 
Mstep: Class 19 contains 32977 members 
Mstep: Class 20 contains 126850 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172392 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 33959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669448.000000 Penalty: 82330.898438
Iteration 142Q: 25 clusters Score -1.146694e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87753 members 
Mstep: Class 2 contains 23152 members 
Mstep: Class 3 contains 319626 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71572 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20412 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63834 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 126848 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172286 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669576.000000 Penalty: 82330.898438
Iteration 143Q: 25 clusters Score -1.146696e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 23153 members 
Mstep: Class 3 contains 319589 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71566 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20420 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63835 members 
Mstep: Class 19 contains 32958 members 
Mstep: Class 20 contains 126842 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172180 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669640.000000 Penalty: 82330.898438
Iteration 144Q: 25 clusters Score -1.146696e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 319588 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71553 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20430 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63836 members 
Mstep: Class 19 contains 32952 members 
Mstep: Class 20 contains 126839 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 172045 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669640.000000 Penalty: 82330.898438
Iteration 145Q: 25 clusters Score -1.146696e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 319587 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71546 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20436 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63839 members 
Mstep: Class 19 contains 32945 members 
Mstep: Class 20 contains 126842 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171918 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669584.000000 Penalty: 82330.898438
Iteration 146Q: 25 clusters Score -1.146696e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 23159 members 
Mstep: Class 3 contains 319584 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71540 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20435 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63838 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 126840 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171808 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669544.000000 Penalty: 82330.898438
Iteration 147Q: 25 clusters Score -1.146695e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 23161 members 
Mstep: Class 3 contains 319580 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20440 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63838 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 20 contains 126845 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171680 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669544.000000 Penalty: 82330.898438
Iteration 148Q: 25 clusters Score -1.146695e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 23163 members 
Mstep: Class 3 contains 319565 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71538 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20444 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63837 members 
Mstep: Class 19 contains 32934 members 
Mstep: Class 20 contains 126847 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171570 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 34954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669592.000000 Penalty: 82330.898438
Iteration 149Q: 25 clusters Score -1.146696e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 319549 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71538 members 
Mstep: Class 6 contains 8471 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20446 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4117 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63838 members 
Mstep: Class 19 contains 32933 members 
Mstep: Class 20 contains 126849 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171462 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669608.000000 Penalty: 82330.898438
Iteration 150Q: 25 clusters Score -1.146696e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 23164 members 
Mstep: Class 3 contains 319552 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71540 members 
Mstep: Class 6 contains 8470 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20451 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4113 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63837 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 126858 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171347 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669544.000000 Penalty: 82330.898438
Iteration 151Q: 25 clusters Score -1.146695e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 23162 members 
Mstep: Class 3 contains 319562 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71544 members 
Mstep: Class 6 contains 8470 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20453 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4111 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63841 members 
Mstep: Class 19 contains 32929 members 
Mstep: Class 20 contains 126866 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171228 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669616.000000 Penalty: 82330.898438
Iteration 152Q: 25 clusters Score -1.146696e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 23161 members 
Mstep: Class 3 contains 319569 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71548 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20459 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4110 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63843 members 
Mstep: Class 19 contains 32927 members 
Mstep: Class 20 contains 126870 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171119 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669728.000000 Penalty: 82330.898438
Iteration 153Q: 25 clusters Score -1.146697e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 23161 members 
Mstep: Class 3 contains 319584 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71544 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20462 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4109 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23114 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63846 members 
Mstep: Class 19 contains 32927 members 
Mstep: Class 20 contains 126874 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 171004 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669720.000000 Penalty: 82330.898438
Iteration 154Q: 25 clusters Score -1.146697e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 23157 members 
Mstep: Class 3 contains 319576 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71542 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20465 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63846 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 126891 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 170915 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669896.000000 Penalty: 82330.898438
Iteration 155Q: 25 clusters Score -1.146699e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 319573 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20471 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23113 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63846 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 126898 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 170831 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669952.000000 Penalty: 82330.898438
Iteration 156Q: 25 clusters Score -1.1467e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319570 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71539 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20471 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23114 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63847 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 126908 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 170745 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114669896.000000 Penalty: 82330.898438
Iteration 157Q: 25 clusters Score -1.146699e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319568 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71539 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 20472 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23112 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 32930 members 
Mstep: Class 20 contains 126914 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 170667 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114670008.000000 Penalty: 82330.898438
Iteration 158Q: 25 clusters Score -1.1467e+08 nChanged 153
Entering ConstructFrom: 
Score: -114670008.000000 Penalty: 82330.898438
Entering ConstructFrom: 
Trying to split cluster 1 (87739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Entering Unmasked Estep 
Score: -10197311.000000 Penalty: 2822.766357
	Iteration 0F: 2 clusters Score -1.019731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -10138467.000000 Penalty: 5645.532715
	Iteration 0F: 3 clusters Score -1.013847e+07 nChanged 41311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -10161674.000000 Penalty: 5645.532715
	Iteration 1F: 3 clusters Score -1.016167e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -10162391.000000 Penalty: 5645.532715
	Iteration 2Q: 3 clusters Score -1.016239e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -10163562.000000 Penalty: 5645.532715
	Iteration 3Q: 3 clusters Score -1.016356e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -10165359.000000 Penalty: 5645.532715
	Iteration 4Q: 3 clusters Score -1.016536e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -10168286.000000 Penalty: 5645.532715
	Iteration 5F: 3 clusters Score -1.016829e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -10172842.000000 Penalty: 5645.532715
	Iteration 6F: 3 clusters Score -1.017284e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -10179053.000000 Penalty: 5645.532715
	Iteration 7F: 3 clusters Score -1.017905e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -10186024.000000 Penalty: 5645.532715
	Iteration 8F: 3 clusters Score -1.018602e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -10191342.000000 Penalty: 5645.532715
	Iteration 9F: 3 clusters Score -1.019134e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -10193992.000000 Penalty: 5645.532715
	Iteration 10Q: 3 clusters Score -1.019399e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -10194912.000000 Penalty: 5645.532715
	Iteration 11Q: 3 clusters Score -1.019491e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -10195294.000000 Penalty: 5645.532715
	Iteration 12Q: 3 clusters Score -1.019529e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -10195459.000000 Penalty: 5645.532715
	Iteration 13Q: 3 clusters Score -1.019546e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -10195599.000000 Penalty: 5645.532715
	Iteration 14Q: 3 clusters Score -1.01956e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -10195649.000000 Penalty: 5645.532715
	Iteration 15Q: 3 clusters Score -1.019565e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -10195707.000000 Penalty: 5645.532715
	Iteration 16Q: 3 clusters Score -1.019571e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -10195775.000000 Penalty: 5645.532715
	Iteration 17Q: 3 clusters Score -1.019578e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -10195839.000000 Penalty: 5645.532715
	Iteration 18Q: 3 clusters Score -1.019584e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -10195884.000000 Penalty: 5645.532715
	Iteration 19Q: 3 clusters Score -1.019588e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -10195907.000000 Penalty: 5645.532715
	Iteration 20F: 3 clusters Score -1.019591e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -10195918.000000 Penalty: 5645.532715
	Iteration 21Q: 3 clusters Score -1.019592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -10195928.000000 Penalty: 5645.532715
	Iteration 22Q: 3 clusters Score -1.019593e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -10195927.000000 Penalty: 5645.532715
	Iteration 23Q: 3 clusters Score -1.019593e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10195911.000000 Penalty: 5645.532715
	Iteration 24Q: 3 clusters Score -1.019591e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -10195922.000000 Penalty: 5645.532715
	Iteration 25Q: 3 clusters Score -1.019592e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -10195936.000000 Penalty: 5645.532715
	Iteration 26Q: 3 clusters Score -1.019594e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -10195949.000000 Penalty: 5645.532715
	Iteration 27Q: 3 clusters Score -1.019595e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -10195931.000000 Penalty: 5645.532715
	Iteration 28Q: 3 clusters Score -1.019593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -10195959.000000 Penalty: 5645.532715
	Iteration 29Q: 3 clusters Score -1.019596e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -10195980.000000 Penalty: 5645.532715
	Iteration 30Q: 3 clusters Score -1.019598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10195960.000000 Penalty: 5645.532715
	Iteration 31Q: 3 clusters Score -1.019596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -10195971.000000 Penalty: 5645.532715
	Iteration 32Q: 3 clusters Score -1.019597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -10195987.000000 Penalty: 5645.532715
	Iteration 33Q: 3 clusters Score -1.019599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10196014.000000 Penalty: 5645.532715
	Iteration 34Q: 3 clusters Score -1.019601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -10196029.000000 Penalty: 5645.532715
	Iteration 35Q: 3 clusters Score -1.019603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -10196038.000000 Penalty: 5645.532715
	Iteration 36Q: 3 clusters Score -1.019604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10196034.000000 Penalty: 5645.532715
	Iteration 37Q: 3 clusters Score -1.019603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -10196033.000000 Penalty: 5645.532715
	Iteration 38Q: 3 clusters Score -1.019603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -10196030.000000 Penalty: 5645.532715
	Iteration 39Q: 3 clusters Score -1.019603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -10196048.000000 Penalty: 5645.532715
	Iteration 40F: 3 clusters Score -1.019605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10196055.000000 Penalty: 5645.532715
	Iteration 41Q: 3 clusters Score -1.019606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10196046.000000 Penalty: 5645.532715
	Iteration 42Q: 3 clusters Score -1.019605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10196047.000000 Penalty: 5645.532715
	Iteration 43Q: 3 clusters Score -1.019605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -10196051.000000 Penalty: 5645.532715
	Iteration 44Q: 3 clusters Score -1.019605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -10196044.000000 Penalty: 5645.532715
	Iteration 45Q: 3 clusters Score -1.019604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -10196045.000000 Penalty: 5645.532715
	Iteration 46Q: 3 clusters Score -1.019604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -10196027.000000 Penalty: 5645.532715
	Iteration 47Q: 3 clusters Score -1.019603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -10196035.000000 Penalty: 5645.532715
	Iteration 48Q: 3 clusters Score -1.019604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10196043.000000 Penalty: 5645.532715
	Iteration 49Q: 3 clusters Score -1.019604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10196048.000000 Penalty: 5645.532715
	Iteration 50Q: 3 clusters Score -1.019605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10196052.000000 Penalty: 5645.532715
	Iteration 51Q: 3 clusters Score -1.019605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -10196053.000000 Penalty: 5645.532715
	Iteration 52Q: 3 clusters Score -1.019605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -10196053.000000 Penalty: 5645.532715
	Iteration 53F: 3 clusters Score -1.019605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Entering Unmasked Estep 
Score: -2719275.250000 Penalty: 2492.348633
	Iteration 0F: 2 clusters Score -2719275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2703073.250000 Penalty: 4984.697266
	Iteration 0F: 3 clusters Score -2703073 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2708612.750000 Penalty: 4984.697266
	Iteration 1F: 3 clusters Score -2708613 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2708992.250000 Penalty: 4984.697266
	Iteration 2Q: 3 clusters Score -2708992 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2709341.750000 Penalty: 4984.697266
	Iteration 3Q: 3 clusters Score -2709342 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2709703.500000 Penalty: 4984.697266
	Iteration 4Q: 3 clusters Score -2709704 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2710124.000000 Penalty: 4984.697266
	Iteration 5Q: 3 clusters Score -2710124 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2710683.250000 Penalty: 4984.697266
	Iteration 6Q: 3 clusters Score -2710683 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2711423.500000 Penalty: 4984.697266
	Iteration 7F: 3 clusters Score -2711424 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2712422.500000 Penalty: 4984.697266
	Iteration 8F: 3 clusters Score -2712422 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2713594.250000 Penalty: 4984.697266
	Iteration 9F: 3 clusters Score -2713594 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2714772.750000 Penalty: 4984.697266
	Iteration 10F: 3 clusters Score -2714773 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2715717.500000 Penalty: 4984.697266
	Iteration 11Q: 3 clusters Score -2715718 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2716326.500000 Penalty: 4984.697266
	Iteration 12Q: 3 clusters Score -2716326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2716642.250000 Penalty: 4984.697266
	Iteration 13Q: 3 clusters Score -2716642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2716825.250000 Penalty: 4984.697266
	Iteration 14Q: 3 clusters Score -2716825 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2716932.500000 Penalty: 4984.697266
	Iteration 15Q: 3 clusters Score -2716932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2716979.750000 Penalty: 4984.697266
	Iteration 16Q: 3 clusters Score -2716980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2717012.250000 Penalty: 4984.697266
	Iteration 17Q: 3 clusters Score -2717012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2717033.750000 Penalty: 4984.697266
	Iteration 18Q: 3 clusters Score -2717034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2717045.500000 Penalty: 4984.697266
	Iteration 19Q: 3 clusters Score -2717046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2717057.500000 Penalty: 4984.697266
	Iteration 20F: 3 clusters Score -2717058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2717061.500000 Penalty: 4984.697266
	Iteration 21Q: 3 clusters Score -2717062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2717070.500000 Penalty: 4984.697266
	Iteration 22Q: 3 clusters Score -2717070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2717087.250000 Penalty: 4984.697266
	Iteration 23Q: 3 clusters Score -2717087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2717102.750000 Penalty: 4984.697266
	Iteration 24Q: 3 clusters Score -2717103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2717106.250000 Penalty: 4984.697266
	Iteration 25Q: 3 clusters Score -2717106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2717105.500000 Penalty: 4984.697266
	Iteration 26Q: 3 clusters Score -2717106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2717112.500000 Penalty: 4984.697266
	Iteration 27Q: 3 clusters Score -2717112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2717110.500000 Penalty: 4984.697266
	Iteration 28Q: 3 clusters Score -2717110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2717113.000000 Penalty: 4984.697266
	Iteration 29Q: 3 clusters Score -2717113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2717114.750000 Penalty: 4984.697266
	Iteration 30Q: 3 clusters Score -2717115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2717115.500000 Penalty: 4984.697266
	Iteration 31Q: 3 clusters Score -2717116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2717117.500000 Penalty: 4984.697266
	Iteration 32Q: 3 clusters Score -2717118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2717119.000000 Penalty: 4984.697266
	Iteration 33Q: 3 clusters Score -2717119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2717119.000000 Penalty: 4984.697266
	Iteration 34F: 3 clusters Score -2717119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (319571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319571 members 
Entering Unmasked Estep 
Score: -36543132.000000 Penalty: 3143.334229
	Iteration 0F: 2 clusters Score -3.654313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -36345764.000000 Penalty: 6286.668457
	Iteration 0F: 3 clusters Score -3.634576e+07 nChanged 155241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -36437308.000000 Penalty: 6286.668457
	Iteration 1F: 3 clusters Score -3.643731e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 155594 members 
Entering Unmasked Estep 
Score: -36438356.000000 Penalty: 6286.668457
	Iteration 2Q: 3 clusters Score -3.643836e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -36439528.000000 Penalty: 6286.668457
	Iteration 3Q: 3 clusters Score -3.643953e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169839 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
Score: -36441140.000000 Penalty: 6286.668457
	Iteration 4Q: 3 clusters Score -3.644114e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -36443444.000000 Penalty: 6286.668457
	Iteration 5Q: 3 clusters Score -3.644344e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183592 members 
Mstep: Class 2 contains 135979 members 
Entering Unmasked Estep 
Score: -36446860.000000 Penalty: 6286.668457
	Iteration 6Q: 3 clusters Score -3.644686e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195979 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -36452528.000000 Penalty: 6286.668457
	Iteration 7Q: 3 clusters Score -3.645253e+07 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213779 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -36462808.000000 Penalty: 6286.668457
	Iteration 8F: 3 clusters Score -3.646281e+07 nChanged 23832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237429 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -36479828.000000 Penalty: 6286.668457
	Iteration 9F: 3 clusters Score -3.647983e+07 nChanged 26962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264351 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -36502036.000000 Penalty: 6286.668457
	Iteration 10F: 3 clusters Score -3.650204e+07 nChanged 24572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288917 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -36523384.000000 Penalty: 6286.668457
	Iteration 11F: 3 clusters Score -3.652338e+07 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305842 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -36534480.000000 Penalty: 6286.668457
	Iteration 12F: 3 clusters Score -3.653448e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314230 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -36538676.000000 Penalty: 6286.668457
	Iteration 13Q: 3 clusters Score -3.653868e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317613 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -36539752.000000 Penalty: 6286.668457
	Iteration 14Q: 3 clusters Score -3.653975e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318721 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -36540084.000000 Penalty: 6286.668457
	Iteration 15Q: 3 clusters Score -3.654008e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319065 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36540248.000000 Penalty: 6286.668457
	Iteration 16Q: 3 clusters Score -3.654025e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319180 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36540376.000000 Penalty: 6286.668457
	Iteration 17Q: 3 clusters Score -3.654038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319229 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36540440.000000 Penalty: 6286.668457
	Iteration 18Q: 3 clusters Score -3.654044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36540484.000000 Penalty: 6286.668457
	Iteration 19Q: 3 clusters Score -3.654048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319274 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36540516.000000 Penalty: 6286.668457
	Iteration 20F: 3 clusters Score -3.654052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319278 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36540528.000000 Penalty: 6286.668457
	Iteration 21Q: 3 clusters Score -3.654053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36540524.000000 Penalty: 6286.668457
	Iteration 22Q: 3 clusters Score -3.654052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319286 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36540532.000000 Penalty: 6286.668457
	Iteration 23Q: 3 clusters Score -3.654053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36540544.000000 Penalty: 6286.668457
	Iteration 24Q: 3 clusters Score -3.654054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36540536.000000 Penalty: 6286.668457
	Iteration 25Q: 3 clusters Score -3.654054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36540540.000000 Penalty: 6286.668457
	Iteration 26Q: 3 clusters Score -3.654054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36540540.000000 Penalty: 6286.668457
	Iteration 27F: 3 clusters Score -3.654054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -25880.621094 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -25880.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24681.093750 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -24681.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24950.142578 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -24950.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25202.353516 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -25202.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25312.650391 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -25312.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25443.628906 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -25443.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25497.855469 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -25497.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25526.886719 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -25526.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25530.488281 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -25530.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25546.820312 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -25546.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25571.160156 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -25571.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25605.822266 Penalty: 2825.758301
	Iteration 10Q: 3 clusters Score -25605.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25629.179688 Penalty: 2825.758301
	Iteration 11Q: 3 clusters Score -25629.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25629.179688 Penalty: 2825.758301
	Iteration 12F: 3 clusters Score -25629.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (71541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Entering Unmasked Estep 
Score: -8322371.000000 Penalty: 2772.150391
	Iteration 0F: 2 clusters Score -8322371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -8274341.500000 Penalty: 5544.300781
	Iteration 0F: 3 clusters Score -8274342 nChanged 33543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -8293229.000000 Penalty: 5544.300781
	Iteration 1F: 3 clusters Score -8293229 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -8293933.000000 Penalty: 5544.300781
	Iteration 2Q: 3 clusters Score -8293933 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -8294730.500000 Penalty: 5544.300781
	Iteration 3Q: 3 clusters Score -8294730 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8295917.500000 Penalty: 5544.300781
	Iteration 4Q: 3 clusters Score -8295918 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -8297592.000000 Penalty: 5544.300781
	Iteration 5Q: 3 clusters Score -8297592 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -8300375.500000 Penalty: 5544.300781
	Iteration 6F: 3 clusters Score -8300376 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -8304780.500000 Penalty: 5544.300781
	Iteration 7F: 3 clusters Score -8304780 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -8310448.500000 Penalty: 5544.300781
	Iteration 8F: 3 clusters Score -8310448 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -8315382.000000 Penalty: 5544.300781
	Iteration 9F: 3 clusters Score -8315382 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -8318217.500000 Penalty: 5544.300781
	Iteration 10Q: 3 clusters Score -8318218 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -8319545.000000 Penalty: 5544.300781
	Iteration 11Q: 3 clusters Score -8319545 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -8320079.000000 Penalty: 5544.300781
	Iteration 12Q: 3 clusters Score -8320079 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -8320313.000000 Penalty: 5544.300781
	Iteration 13Q: 3 clusters Score -8320313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -8320422.500000 Penalty: 5544.300781
	Iteration 14Q: 3 clusters Score -8320422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -8320482.000000 Penalty: 5544.300781
	Iteration 15Q: 3 clusters Score -8320482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -8320504.000000 Penalty: 5544.300781
	Iteration 16Q: 3 clusters Score -8320504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -8320544.000000 Penalty: 5544.300781
	Iteration 17Q: 3 clusters Score -8320544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -8320559.000000 Penalty: 5544.300781
	Iteration 18Q: 3 clusters Score -8320559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -8320590.000000 Penalty: 5544.300781
	Iteration 19Q: 3 clusters Score -8320590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -8320596.500000 Penalty: 5544.300781
	Iteration 20F: 3 clusters Score -8320596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -8320604.000000 Penalty: 5544.300781
	Iteration 21Q: 3 clusters Score -8320604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -8320621.500000 Penalty: 5544.300781
	Iteration 22Q: 3 clusters Score -8320622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -8320621.500000 Penalty: 5544.300781
	Iteration 23Q: 3 clusters Score -8320622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -8320632.500000 Penalty: 5544.300781
	Iteration 24Q: 3 clusters Score -8320632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -8320643.500000 Penalty: 5544.300781
	Iteration 25Q: 3 clusters Score -8320644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -8320651.500000 Penalty: 5544.300781
	Iteration 26Q: 3 clusters Score -8320652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -8320657.500000 Penalty: 5544.300781
	Iteration 27Q: 3 clusters Score -8320658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -8320661.500000 Penalty: 5544.300781
	Iteration 28Q: 3 clusters Score -8320662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -8320653.500000 Penalty: 5544.300781
	Iteration 29Q: 3 clusters Score -8320654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -8320660.000000 Penalty: 5544.300781
	Iteration 30Q: 3 clusters Score -8320660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -8320662.000000 Penalty: 5544.300781
	Iteration 31Q: 3 clusters Score -8320662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -8320662.000000 Penalty: 5544.300781
	Iteration 32Q: 3 clusters Score -8320662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -8320662.000000 Penalty: 5544.300781
	Iteration 33F: 3 clusters Score -8320662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Entering Unmasked Estep 
Score: -968737.500000 Penalty: 2242.631104
	Iteration 0F: 2 clusters Score -968737.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -962007.812500 Penalty: 4485.262207
	Iteration 0F: 3 clusters Score -962007.8 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -963983.500000 Penalty: 4485.262207
	Iteration 1F: 3 clusters Score -963983.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -964391.125000 Penalty: 4485.262207
	Iteration 2F: 3 clusters Score -964391.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -964756.187500 Penalty: 4485.262207
	Iteration 3F: 3 clusters Score -964756.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -965118.687500 Penalty: 4485.262207
	Iteration 4F: 3 clusters Score -965118.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -965531.812500 Penalty: 4485.262207
	Iteration 5F: 3 clusters Score -965531.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -965900.187500 Penalty: 4485.262207
	Iteration 6F: 3 clusters Score -965900.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -966240.500000 Penalty: 4485.262207
	Iteration 7F: 3 clusters Score -966240.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -966467.312500 Penalty: 4485.262207
	Iteration 8Q: 3 clusters Score -966467.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -966662.562500 Penalty: 4485.262207
	Iteration 9Q: 3 clusters Score -966662.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -966822.250000 Penalty: 4485.262207
	Iteration 10Q: 3 clusters Score -966822.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -966950.562500 Penalty: 4485.262207
	Iteration 11Q: 3 clusters Score -966950.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -967049.437500 Penalty: 4485.262207
	Iteration 12Q: 3 clusters Score -967049.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -967126.437500 Penalty: 4485.262207
	Iteration 13Q: 3 clusters Score -967126.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -967186.625000 Penalty: 4485.262207
	Iteration 14Q: 3 clusters Score -967186.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -967235.250000 Penalty: 4485.262207
	Iteration 15Q: 3 clusters Score -967235.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -967274.937500 Penalty: 4485.262207
	Iteration 16Q: 3 clusters Score -967274.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -967300.312500 Penalty: 4485.262207
	Iteration 17Q: 3 clusters Score -967300.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -967318.562500 Penalty: 4485.262207
	Iteration 18Q: 3 clusters Score -967318.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -967332.562500 Penalty: 4485.262207
	Iteration 19Q: 3 clusters Score -967332.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -967344.562500 Penalty: 4485.262207
	Iteration 20F: 3 clusters Score -967344.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -967355.500000 Penalty: 4485.262207
	Iteration 21Q: 3 clusters Score -967355.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -967369.187500 Penalty: 4485.262207
	Iteration 22Q: 3 clusters Score -967369.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -967375.250000 Penalty: 4485.262207
	Iteration 23Q: 3 clusters Score -967375.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -967385.250000 Penalty: 4485.262207
	Iteration 24Q: 3 clusters Score -967385.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -967388.812500 Penalty: 4485.262207
	Iteration 25Q: 3 clusters Score -967388.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -967394.875000 Penalty: 4485.262207
	Iteration 26Q: 3 clusters Score -967394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -967394.750000 Penalty: 4485.262207
	Iteration 27Q: 3 clusters Score -967394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -967397.937500 Penalty: 4485.262207
	Iteration 28Q: 3 clusters Score -967397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -967398.375000 Penalty: 4485.262207
	Iteration 29Q: 3 clusters Score -967398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -967399.250000 Penalty: 4485.262207
	Iteration 30Q: 3 clusters Score -967399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -967400.187500 Penalty: 4485.262207
	Iteration 31Q: 3 clusters Score -967400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -967400.187500 Penalty: 4485.262207
	Iteration 32Q: 3 clusters Score -967400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -967400.250000 Penalty: 4485.262207
	Iteration 33Q: 3 clusters Score -967400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -967401.062500 Penalty: 4485.262207
	Iteration 34Q: 3 clusters Score -967401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -967402.000000 Penalty: 4485.262207
	Iteration 35Q: 3 clusters Score -967402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -967402.312500 Penalty: 4485.262207
	Iteration 36Q: 3 clusters Score -967402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -967402.312500 Penalty: 4485.262207
	Iteration 37F: 3 clusters Score -967402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -220220.000000 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -220220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217576.156250 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -217576.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -218012.453125 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -218012.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218126.812500 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -218126.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218175.734375 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -218175.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218210.453125 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -218210.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218233.609375 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -218233.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218250.390625 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -218250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -218263.343750 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -218263.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -218274.437500 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -218274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218282.687500 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -218282.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218289.656250 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -218289.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -218295.968750 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -218296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218299.765625 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -218299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218303.890625 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -218303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218304.500000 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -218304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218305.609375 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -218305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218307.062500 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -218307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218307.578125 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -218307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218308.906250 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -218308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218309.484375 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -218309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -218310.390625 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -218310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -218311.406250 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -218311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -218311.406250 Penalty: 3772.521240
	Iteration 22F: 3 clusters Score -218311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -138771.593750 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -138771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136586.718750 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -136586.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137125.359375 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -137125.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -137717.812500 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -137717.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138410.546875 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -138410.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138934.812500 Penalty: 3591.006592
	Iteration 4F: 3 clusters Score -138934.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139596.218750 Penalty: 3591.006592
	Iteration 5F: 3 clusters Score -139596.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139752.421875 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -139752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139804.109375 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -139804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139835.609375 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -139835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139851.906250 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -139851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139858.703125 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -139858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139869.250000 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -139869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139880.156250 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -139880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139891.109375 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -139891.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139914.500000 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -139914.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -139959.671875 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -139959.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -140010.328125 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -140010.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140059.578125 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -140059.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140103.593750 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -140103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140162.343750 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -140162.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -140413.078125 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -140413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -141369.828125 Penalty: 3591.006592
	Iteration 21Q: 3 clusters Score -141369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -141371.359375 Penalty: 3591.006592
	Iteration 22Q: 3 clusters Score -141371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141378.000000 Penalty: 3591.006592
	Iteration 23Q: 3 clusters Score -141378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141385.437500 Penalty: 3591.006592
	Iteration 24Q: 3 clusters Score -141385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141387.484375 Penalty: 3591.006592
	Iteration 25Q: 3 clusters Score -141387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141387.484375 Penalty: 3591.006592
	Iteration 26F: 3 clusters Score -141387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319571 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 20479 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23106 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 126919 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 170590 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35861 members 
Mstep: Class 25 contains 795 members 
Entering Unmasked Estep 
Score: -114670968.000000 Penalty: 85761.351562
Splitting cluster 8 changes total score from -114670008.000000 to -114670968.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (20479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Entering Unmasked Estep 
Score: -2186547.000000 Penalty: 2461.934570
	Iteration 0F: 2 clusters Score -2186547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2172130.500000 Penalty: 4923.869141
	Iteration 0F: 3 clusters Score -2172130 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2177136.000000 Penalty: 4923.869141
	Iteration 1F: 3 clusters Score -2177136 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2177681.250000 Penalty: 4923.869141
	Iteration 2F: 3 clusters Score -2177681 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2178227.250000 Penalty: 4923.869141
	Iteration 3F: 3 clusters Score -2178227 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2178708.250000 Penalty: 4923.869141
	Iteration 4F: 3 clusters Score -2178708 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2179170.000000 Penalty: 4923.869141
	Iteration 5Q: 3 clusters Score -2179170 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2179646.750000 Penalty: 4923.869141
	Iteration 6Q: 3 clusters Score -2179647 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2180168.750000 Penalty: 4923.869141
	Iteration 7Q: 3 clusters Score -2180169 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2180765.000000 Penalty: 4923.869141
	Iteration 8Q: 3 clusters Score -2180765 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2181428.500000 Penalty: 4923.869141
	Iteration 9Q: 3 clusters Score -2181428 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2182085.000000 Penalty: 4923.869141
	Iteration 10Q: 3 clusters Score -2182085 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2182631.000000 Penalty: 4923.869141
	Iteration 11Q: 3 clusters Score -2182631 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2183040.000000 Penalty: 4923.869141
	Iteration 12Q: 3 clusters Score -2183040 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2183340.500000 Penalty: 4923.869141
	Iteration 13Q: 3 clusters Score -2183340 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2183582.500000 Penalty: 4923.869141
	Iteration 14Q: 3 clusters Score -2183582 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2183783.000000 Penalty: 4923.869141
	Iteration 15Q: 3 clusters Score -2183783 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2183967.750000 Penalty: 4923.869141
	Iteration 16Q: 3 clusters Score -2183968 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2184116.750000 Penalty: 4923.869141
	Iteration 17Q: 3 clusters Score -2184117 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2184260.750000 Penalty: 4923.869141
	Iteration 18Q: 3 clusters Score -2184261 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2184404.500000 Penalty: 4923.869141
	Iteration 19Q: 3 clusters Score -2184404 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2184558.000000 Penalty: 4923.869141
	Iteration 20F: 3 clusters Score -2184558 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2184736.750000 Penalty: 4923.869141
	Iteration 21Q: 3 clusters Score -2184737 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2184924.250000 Penalty: 4923.869141
	Iteration 22Q: 3 clusters Score -2184924 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2185075.750000 Penalty: 4923.869141
	Iteration 23Q: 3 clusters Score -2185076 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2185240.750000 Penalty: 4923.869141
	Iteration 24Q: 3 clusters Score -2185241 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2185435.000000 Penalty: 4923.869141
	Iteration 25Q: 3 clusters Score -2185435 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2185627.000000 Penalty: 4923.869141
	Iteration 26Q: 3 clusters Score -2185627 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2185872.250000 Penalty: 4923.869141
	Iteration 27Q: 3 clusters Score -2185872 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2186096.500000 Penalty: 4923.869141
	Iteration 28Q: 3 clusters Score -2186096 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2186268.750000 Penalty: 4923.869141
	Iteration 29Q: 3 clusters Score -2186269 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2186382.750000 Penalty: 4923.869141
	Iteration 30Q: 3 clusters Score -2186383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2186439.000000 Penalty: 4923.869141
	Iteration 31Q: 3 clusters Score -2186439 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2186462.250000 Penalty: 4923.869141
	Iteration 32Q: 3 clusters Score -2186462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2186481.500000 Penalty: 4923.869141
	Iteration 33Q: 3 clusters Score -2186482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2186500.000000 Penalty: 4923.869141
	Iteration 34Q: 3 clusters Score -2186500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2186513.750000 Penalty: 4923.869141
	Iteration 35Q: 3 clusters Score -2186514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2186520.250000 Penalty: 4923.869141
	Iteration 36Q: 3 clusters Score -2186520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2186528.000000 Penalty: 4923.869141
	Iteration 37Q: 3 clusters Score -2186528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2186527.250000 Penalty: 4923.869141
	Iteration 38Q: 3 clusters Score -2186527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2186533.000000 Penalty: 4923.869141
	Iteration 39Q: 3 clusters Score -2186533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2186536.000000 Penalty: 4923.869141
	Iteration 40F: 3 clusters Score -2186536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2186538.000000 Penalty: 4923.869141
	Iteration 41Q: 3 clusters Score -2186538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2186540.000000 Penalty: 4923.869141
	Iteration 42Q: 3 clusters Score -2186540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2186540.500000 Penalty: 4923.869141
	Iteration 43Q: 3 clusters Score -2186540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2186544.500000 Penalty: 4923.869141
	Iteration 44Q: 3 clusters Score -2186544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2186545.250000 Penalty: 4923.869141
	Iteration 45Q: 3 clusters Score -2186545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2186544.750000 Penalty: 4923.869141
	Iteration 46Q: 3 clusters Score -2186545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2186545.750000 Penalty: 4923.869141
	Iteration 47Q: 3 clusters Score -2186546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2186545.750000 Penalty: 4923.869141
	Iteration 48Q: 3 clusters Score -2186546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2186544.500000 Penalty: 4923.869141
	Iteration 49Q: 3 clusters Score -2186544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2186543.500000 Penalty: 4923.869141
	Iteration 50Q: 3 clusters Score -2186544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2186545.500000 Penalty: 4923.869141
	Iteration 51Q: 3 clusters Score -2186546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2186541.750000 Penalty: 4923.869141
	Iteration 52Q: 3 clusters Score -2186542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2186541.250000 Penalty: 4923.869141
	Iteration 53Q: 3 clusters Score -2186541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2186543.500000 Penalty: 4923.869141
	Iteration 54Q: 3 clusters Score -2186544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2186544.750000 Penalty: 4923.869141
	Iteration 55Q: 3 clusters Score -2186545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2186542.250000 Penalty: 4923.869141
	Iteration 56Q: 3 clusters Score -2186542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2186547.750000 Penalty: 4923.869141
	Iteration 57Q: 3 clusters Score -2186548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2186545.250000 Penalty: 4923.869141
	Iteration 58Q: 3 clusters Score -2186545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2186548.750000 Penalty: 4923.869141
	Iteration 59Q: 3 clusters Score -2186549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2186550.250000 Penalty: 4923.869141
	Iteration 60F: 3 clusters Score -2186550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2186552.000000 Penalty: 4923.869141
	Iteration 61Q: 3 clusters Score -2186552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2186548.250000 Penalty: 4923.869141
	Iteration 62Q: 3 clusters Score -2186548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2186549.750000 Penalty: 4923.869141
	Iteration 63Q: 3 clusters Score -2186550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2186551.250000 Penalty: 4923.869141
	Iteration 64Q: 3 clusters Score -2186551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2186551.000000 Penalty: 4923.869141
	Iteration 65Q: 3 clusters Score -2186551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2186550.250000 Penalty: 4923.869141
	Iteration 66Q: 3 clusters Score -2186550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2186550.250000 Penalty: 4923.869141
	Iteration 67F: 3 clusters Score -2186550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319571 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23106 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 126919 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 170590 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35861 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 16905 members 
Entering Unmasked Estep 
Score: -114670552.000000 Penalty: 89191.812500
Splitting cluster 9 changes total score from -114670008.000000 to -114670552.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (17671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Entering Unmasked Estep 
Score: -2052019.250000 Penalty: 2425.360596
	Iteration 0F: 2 clusters Score -2052019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2039369.125000 Penalty: 4850.721191
	Iteration 0F: 3 clusters Score -2039369 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2043488.375000 Penalty: 4850.721191
	Iteration 1F: 3 clusters Score -2043488 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2043984.875000 Penalty: 4850.721191
	Iteration 2F: 3 clusters Score -2043985 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2044509.875000 Penalty: 4850.721191
	Iteration 3F: 3 clusters Score -2044510 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2045045.250000 Penalty: 4850.721191
	Iteration 4F: 3 clusters Score -2045045 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2045454.500000 Penalty: 4850.721191
	Iteration 5Q: 3 clusters Score -2045454 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2045794.375000 Penalty: 4850.721191
	Iteration 6Q: 3 clusters Score -2045794 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2046039.750000 Penalty: 4850.721191
	Iteration 7Q: 3 clusters Score -2046040 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2046241.750000 Penalty: 4850.721191
	Iteration 8Q: 3 clusters Score -2046242 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2046408.250000 Penalty: 4850.721191
	Iteration 9Q: 3 clusters Score -2046408 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2046566.500000 Penalty: 4850.721191
	Iteration 10Q: 3 clusters Score -2046566 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2046748.125000 Penalty: 4850.721191
	Iteration 11Q: 3 clusters Score -2046748 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2046935.750000 Penalty: 4850.721191
	Iteration 12Q: 3 clusters Score -2046936 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2047161.750000 Penalty: 4850.721191
	Iteration 13Q: 3 clusters Score -2047162 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2047503.375000 Penalty: 4850.721191
	Iteration 14Q: 3 clusters Score -2047503 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2047946.625000 Penalty: 4850.721191
	Iteration 15Q: 3 clusters Score -2047947 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2048468.000000 Penalty: 4850.721191
	Iteration 16Q: 3 clusters Score -2048468 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2048912.000000 Penalty: 4850.721191
	Iteration 17Q: 3 clusters Score -2048912 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2049252.750000 Penalty: 4850.721191
	Iteration 18Q: 3 clusters Score -2049253 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2049443.750000 Penalty: 4850.721191
	Iteration 19Q: 3 clusters Score -2049444 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2049598.375000 Penalty: 4850.721191
	Iteration 20F: 3 clusters Score -2049598 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2049706.875000 Penalty: 4850.721191
	Iteration 21Q: 3 clusters Score -2049707 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2049779.750000 Penalty: 4850.721191
	Iteration 22Q: 3 clusters Score -2049780 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2049842.875000 Penalty: 4850.721191
	Iteration 23Q: 3 clusters Score -2049843 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2049904.375000 Penalty: 4850.721191
	Iteration 24Q: 3 clusters Score -2049904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2049961.375000 Penalty: 4850.721191
	Iteration 25Q: 3 clusters Score -2049961 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2050012.250000 Penalty: 4850.721191
	Iteration 26Q: 3 clusters Score -2050012 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2050061.625000 Penalty: 4850.721191
	Iteration 27Q: 3 clusters Score -2050062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2050107.750000 Penalty: 4850.721191
	Iteration 28Q: 3 clusters Score -2050108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2050137.125000 Penalty: 4850.721191
	Iteration 29Q: 3 clusters Score -2050137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2050168.000000 Penalty: 4850.721191
	Iteration 30Q: 3 clusters Score -2050168 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2050183.000000 Penalty: 4850.721191
	Iteration 31Q: 3 clusters Score -2050183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2050208.250000 Penalty: 4850.721191
	Iteration 32Q: 3 clusters Score -2050208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2050225.750000 Penalty: 4850.721191
	Iteration 33Q: 3 clusters Score -2050226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2050250.500000 Penalty: 4850.721191
	Iteration 34Q: 3 clusters Score -2050250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2050271.125000 Penalty: 4850.721191
	Iteration 35Q: 3 clusters Score -2050271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2050290.375000 Penalty: 4850.721191
	Iteration 36Q: 3 clusters Score -2050290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2050308.625000 Penalty: 4850.721191
	Iteration 37Q: 3 clusters Score -2050309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2050325.000000 Penalty: 4850.721191
	Iteration 38Q: 3 clusters Score -2050325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2050339.625000 Penalty: 4850.721191
	Iteration 39Q: 3 clusters Score -2050340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2050367.000000 Penalty: 4850.721191
	Iteration 40F: 3 clusters Score -2050367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2050389.250000 Penalty: 4850.721191
	Iteration 41Q: 3 clusters Score -2050389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2050399.875000 Penalty: 4850.721191
	Iteration 42Q: 3 clusters Score -2050400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2050418.250000 Penalty: 4850.721191
	Iteration 43Q: 3 clusters Score -2050418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2050441.125000 Penalty: 4850.721191
	Iteration 44Q: 3 clusters Score -2050441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2050454.625000 Penalty: 4850.721191
	Iteration 45Q: 3 clusters Score -2050455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2050469.125000 Penalty: 4850.721191
	Iteration 46Q: 3 clusters Score -2050469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2050485.500000 Penalty: 4850.721191
	Iteration 47Q: 3 clusters Score -2050486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2050510.500000 Penalty: 4850.721191
	Iteration 48Q: 3 clusters Score -2050510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2050530.375000 Penalty: 4850.721191
	Iteration 49Q: 3 clusters Score -2050530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2050544.250000 Penalty: 4850.721191
	Iteration 50Q: 3 clusters Score -2050544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2050561.750000 Penalty: 4850.721191
	Iteration 51Q: 3 clusters Score -2050562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2050578.625000 Penalty: 4850.721191
	Iteration 52Q: 3 clusters Score -2050579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2050599.125000 Penalty: 4850.721191
	Iteration 53Q: 3 clusters Score -2050599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2050614.500000 Penalty: 4850.721191
	Iteration 54Q: 3 clusters Score -2050614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2050623.000000 Penalty: 4850.721191
	Iteration 55Q: 3 clusters Score -2050623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2050633.375000 Penalty: 4850.721191
	Iteration 56Q: 3 clusters Score -2050633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2050641.000000 Penalty: 4850.721191
	Iteration 57Q: 3 clusters Score -2050641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2050662.000000 Penalty: 4850.721191
	Iteration 58Q: 3 clusters Score -2050662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2050665.250000 Penalty: 4850.721191
	Iteration 59Q: 3 clusters Score -2050665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2050676.000000 Penalty: 4850.721191
	Iteration 60F: 3 clusters Score -2050676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2050681.500000 Penalty: 4850.721191
	Iteration 61Q: 3 clusters Score -2050682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2050684.750000 Penalty: 4850.721191
	Iteration 62Q: 3 clusters Score -2050685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2050684.625000 Penalty: 4850.721191
	Iteration 63Q: 3 clusters Score -2050685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2050682.750000 Penalty: 4850.721191
	Iteration 64Q: 3 clusters Score -2050683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2050690.250000 Penalty: 4850.721191
	Iteration 65Q: 3 clusters Score -2050690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2050691.875000 Penalty: 4850.721191
	Iteration 66Q: 3 clusters Score -2050692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2050699.250000 Penalty: 4850.721191
	Iteration 67Q: 3 clusters Score -2050699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2050709.750000 Penalty: 4850.721191
	Iteration 68Q: 3 clusters Score -2050710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2050717.125000 Penalty: 4850.721191
	Iteration 69Q: 3 clusters Score -2050717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2050724.875000 Penalty: 4850.721191
	Iteration 70Q: 3 clusters Score -2050725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2050729.250000 Penalty: 4850.721191
	Iteration 71Q: 3 clusters Score -2050729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2050732.375000 Penalty: 4850.721191
	Iteration 72Q: 3 clusters Score -2050732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2050735.875000 Penalty: 4850.721191
	Iteration 73Q: 3 clusters Score -2050736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2050740.375000 Penalty: 4850.721191
	Iteration 74Q: 3 clusters Score -2050740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2050744.000000 Penalty: 4850.721191
	Iteration 75Q: 3 clusters Score -2050744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2050747.375000 Penalty: 4850.721191
	Iteration 76Q: 3 clusters Score -2050747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2050745.625000 Penalty: 4850.721191
	Iteration 77Q: 3 clusters Score -2050746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2050750.000000 Penalty: 4850.721191
	Iteration 78Q: 3 clusters Score -2050750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2050749.000000 Penalty: 4850.721191
	Iteration 79Q: 3 clusters Score -2050749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2050750.750000 Penalty: 4850.721191
	Iteration 80F: 3 clusters Score -2050751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2050751.250000 Penalty: 4850.721191
	Iteration 81Q: 3 clusters Score -2050751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2050751.125000 Penalty: 4850.721191
	Iteration 82Q: 3 clusters Score -2050751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2050749.875000 Penalty: 4850.721191
	Iteration 83Q: 3 clusters Score -2050750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2050753.375000 Penalty: 4850.721191
	Iteration 84Q: 3 clusters Score -2050753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2050750.625000 Penalty: 4850.721191
	Iteration 85Q: 3 clusters Score -2050751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2050751.375000 Penalty: 4850.721191
	Iteration 86Q: 3 clusters Score -2050751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2050750.250000 Penalty: 4850.721191
	Iteration 87Q: 3 clusters Score -2050750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2050750.250000 Penalty: 4850.721191
	Iteration 88F: 3 clusters Score -2050750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -54768.136719 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -54768.14 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 263 members 
Entering Unmasked Estep 
Score: -53247.109375 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -53247.11 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53431.957031 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -53431.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53470.500000 Penalty: 3113.215088
	Iteration 2Q: 3 clusters Score -53470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53489.171875 Penalty: 3113.215088
	Iteration 3Q: 3 clusters Score -53489.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53498.105469 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -53498.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53503.722656 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -53503.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53504.460938 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -53504.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53504.460938 Penalty: 3113.215088
	Iteration 7F: 3 clusters Score -53504.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -217585.109375 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -217585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214968.640625 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -214968.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -215432.203125 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -215432.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -215545.203125 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -215545.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -215602.640625 Penalty: 3745.909912
	Iteration 3Q: 3 clusters Score -215602.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -215643.359375 Penalty: 3745.909912
	Iteration 4Q: 3 clusters Score -215643.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -215672.781250 Penalty: 3745.909912
	Iteration 5Q: 3 clusters Score -215672.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -215693.968750 Penalty: 3745.909912
	Iteration 6Q: 3 clusters Score -215694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -215703.390625 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -215703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215707.812500 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -215707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -215710.218750 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -215710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215712.515625 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -215712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -215713.578125 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -215713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215715.156250 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -215715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215716.390625 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -215716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215716.765625 Penalty: 3745.909912
	Iteration 14Q: 3 clusters Score -215716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215717.343750 Penalty: 3745.909912
	Iteration 15Q: 3 clusters Score -215717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215717.343750 Penalty: 3745.909912
	Iteration 16F: 3 clusters Score -215717.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -447632.812500 Penalty: 2063.290039
	Iteration 0F: 2 clusters Score -447632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -443676.125000 Penalty: 4126.580078
	Iteration 0F: 3 clusters Score -443676.1 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -444557.031250 Penalty: 4126.580078
	Iteration 1F: 3 clusters Score -444557 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -444729.000000 Penalty: 4126.580078
	Iteration 2F: 3 clusters Score -444729 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -444832.875000 Penalty: 4126.580078
	Iteration 3Q: 3 clusters Score -444832.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -444904.843750 Penalty: 4126.580078
	Iteration 4Q: 3 clusters Score -444904.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -444973.093750 Penalty: 4126.580078
	Iteration 5Q: 3 clusters Score -444973.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -445055.531250 Penalty: 4126.580078
	Iteration 6Q: 3 clusters Score -445055.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -445161.156250 Penalty: 4126.580078
	Iteration 7Q: 3 clusters Score -445161.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -445293.250000 Penalty: 4126.580078
	Iteration 8Q: 3 clusters Score -445293.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -445469.687500 Penalty: 4126.580078
	Iteration 9Q: 3 clusters Score -445469.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -445633.625000 Penalty: 4126.580078
	Iteration 10Q: 3 clusters Score -445633.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -445792.343750 Penalty: 4126.580078
	Iteration 11Q: 3 clusters Score -445792.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -445979.750000 Penalty: 4126.580078
	Iteration 12Q: 3 clusters Score -445979.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -446168.375000 Penalty: 4126.580078
	Iteration 13Q: 3 clusters Score -446168.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -446376.250000 Penalty: 4126.580078
	Iteration 14Q: 3 clusters Score -446376.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -446613.875000 Penalty: 4126.580078
	Iteration 15Q: 3 clusters Score -446613.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -446828.000000 Penalty: 4126.580078
	Iteration 16Q: 3 clusters Score -446828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -447013.937500 Penalty: 4126.580078
	Iteration 17Q: 3 clusters Score -447013.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -447113.000000 Penalty: 4126.580078
	Iteration 18Q: 3 clusters Score -447113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -447159.093750 Penalty: 4126.580078
	Iteration 19Q: 3 clusters Score -447159.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -447172.093750 Penalty: 4126.580078
	Iteration 20F: 3 clusters Score -447172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -447177.437500 Penalty: 4126.580078
	Iteration 21Q: 3 clusters Score -447177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -447182.000000 Penalty: 4126.580078
	Iteration 22Q: 3 clusters Score -447182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -447184.406250 Penalty: 4126.580078
	Iteration 23Q: 3 clusters Score -447184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -447185.812500 Penalty: 4126.580078
	Iteration 24Q: 3 clusters Score -447185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -447186.687500 Penalty: 4126.580078
	Iteration 25Q: 3 clusters Score -447186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -447187.375000 Penalty: 4126.580078
	Iteration 26Q: 3 clusters Score -447187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -447187.750000 Penalty: 4126.580078
	Iteration 27Q: 3 clusters Score -447187.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -447187.750000 Penalty: 4126.580078
	Iteration 28F: 3 clusters Score -447187.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -60936.699219 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -60936.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59333.355469 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -59333.36 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59741.125000 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -59741.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59937.863281 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -59937.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60139.105469 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -60139.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60343.238281 Penalty: 3226.868896
	Iteration 4F: 3 clusters Score -60343.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60936.695312 Penalty: 3226.868896
	Iteration 5F: 3 clusters Score -60936.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61743.886719 Penalty: 3226.868896
	Iteration 6F: 3 clusters Score -61743.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -62013.042969 Penalty: 3226.868896
	Iteration 7F: 3 clusters Score -62013.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -62208.687500 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -62208.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62386.566406 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -62386.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62528.425781 Penalty: 3226.868896
	Iteration 10Q: 3 clusters Score -62528.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62620.679688 Penalty: 3226.868896
	Iteration 11Q: 3 clusters Score -62620.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -62673.972656 Penalty: 3226.868896
	Iteration 12F: 3 clusters Score -62673.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62788.730469 Penalty: 3226.868896
	Iteration 13Q: 3 clusters Score -62788.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -62927.113281 Penalty: 3226.868896
	Iteration 14Q: 3 clusters Score -62927.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -63091.699219 Penalty: 3226.868896
	Iteration 15Q: 3 clusters Score -63091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63329.480469 Penalty: 3226.868896
	Iteration 16Q: 3 clusters Score -63329.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63420.933594 Penalty: 3226.868896
	Iteration 17Q: 3 clusters Score -63420.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -63465.375000 Penalty: 3226.868896
	Iteration 18Q: 3 clusters Score -63465.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -63465.375000 Penalty: 3226.868896
	Iteration 19F: 3 clusters Score -63465.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319571 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23106 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 126919 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 170590 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35861 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
Score: -114671344.000000 Penalty: 92622.265625
Splitting cluster 14 changes total score from -114670008.000000 to -114671344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -200254.171875 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -200254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197775.953125 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -197776 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -198171.953125 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -198172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198273.140625 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -198273.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198325.046875 Penalty: 3700.117676
	Iteration 3Q: 3 clusters Score -198325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -198360.359375 Penalty: 3700.117676
	Iteration 4Q: 3 clusters Score -198360.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198378.593750 Penalty: 3700.117676
	Iteration 5Q: 3 clusters Score -198378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198398.156250 Penalty: 3700.117676
	Iteration 6Q: 3 clusters Score -198398.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -198412.671875 Penalty: 3700.117676
	Iteration 7Q: 3 clusters Score -198412.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198425.078125 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -198425.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198431.703125 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -198431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -198435.750000 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -198435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198436.531250 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -198436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -198438.781250 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -198438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198442.812500 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -198442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198444.437500 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -198444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198445.687500 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -198445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198446.015625 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -198446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198446.015625 Penalty: 3700.117676
	Iteration 17F: 3 clusters Score -198446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Entering Unmasked Estep 
Score: -2700982.750000 Penalty: 2491.866211
	Iteration 0F: 2 clusters Score -2700983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2684805.250000 Penalty: 4983.732422
	Iteration 0F: 3 clusters Score -2684805 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2690336.250000 Penalty: 4983.732422
	Iteration 1F: 3 clusters Score -2690336 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2690792.750000 Penalty: 4983.732422
	Iteration 2F: 3 clusters Score -2690793 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2691278.500000 Penalty: 4983.732422
	Iteration 3Q: 3 clusters Score -2691278 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2691925.500000 Penalty: 4983.732422
	Iteration 4F: 3 clusters Score -2691926 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2692834.500000 Penalty: 4983.732422
	Iteration 5F: 3 clusters Score -2692834 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2694036.000000 Penalty: 4983.732422
	Iteration 6F: 3 clusters Score -2694036 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2695460.000000 Penalty: 4983.732422
	Iteration 7F: 3 clusters Score -2695460 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2696801.250000 Penalty: 4983.732422
	Iteration 8F: 3 clusters Score -2696801 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2697756.750000 Penalty: 4983.732422
	Iteration 9Q: 3 clusters Score -2697757 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2698265.500000 Penalty: 4983.732422
	Iteration 10Q: 3 clusters Score -2698266 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2698484.000000 Penalty: 4983.732422
	Iteration 11Q: 3 clusters Score -2698484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2698580.250000 Penalty: 4983.732422
	Iteration 12Q: 3 clusters Score -2698580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2698636.000000 Penalty: 4983.732422
	Iteration 13Q: 3 clusters Score -2698636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2698682.750000 Penalty: 4983.732422
	Iteration 14Q: 3 clusters Score -2698683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2698706.000000 Penalty: 4983.732422
	Iteration 15Q: 3 clusters Score -2698706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2698709.750000 Penalty: 4983.732422
	Iteration 16Q: 3 clusters Score -2698710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2698715.000000 Penalty: 4983.732422
	Iteration 17Q: 3 clusters Score -2698715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2698717.250000 Penalty: 4983.732422
	Iteration 18Q: 3 clusters Score -2698717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2698715.000000 Penalty: 4983.732422
	Iteration 19Q: 3 clusters Score -2698715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2698715.000000 Penalty: 4983.732422
	Iteration 20F: 3 clusters Score -2698715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -134435.140625 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -134435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -132260.406250 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -132260.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132877.375000 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -132877.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133320.109375 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -133320.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133815.343750 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -133815.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134216.937500 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -134216.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134418.953125 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -134419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134494.500000 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -134494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134510.406250 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -134510.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134522.640625 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -134522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134537.765625 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -134537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134547.203125 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -134547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134551.921875 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -134551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134556.406250 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -134556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134560.265625 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -134560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134562.421875 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -134562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134564.000000 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -134564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134564.546875 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -134564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134564.546875 Penalty: 3601.567627
	Iteration 17F: 3 clusters Score -134564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319571 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23106 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 126919 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 170590 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35861 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 555 members 
Entering Unmasked Estep 
Score: -114669904.000000 Penalty: 96052.718750
Splitting cluster 17 changes total score from -114670008.000000 to -114669904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (63848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Entering Unmasked Estep 
Score: -7455669.500000 Penalty: 2743.936523
	Iteration 0F: 2 clusters Score -7455670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7412816.000000 Penalty: 5487.873047
	Iteration 0F: 3 clusters Score -7412816 nChanged 29705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7429445.500000 Penalty: 5487.873047
	Iteration 1F: 3 clusters Score -7429446 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -7430056.500000 Penalty: 5487.873047
	Iteration 2Q: 3 clusters Score -7430056 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -7430803.500000 Penalty: 5487.873047
	Iteration 3Q: 3 clusters Score -7430804 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -7431852.000000 Penalty: 5487.873047
	Iteration 4Q: 3 clusters Score -7431852 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -7433823.000000 Penalty: 5487.873047
	Iteration 5F: 3 clusters Score -7433823 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -7436904.500000 Penalty: 5487.873047
	Iteration 6F: 3 clusters Score -7436904 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -7441511.500000 Penalty: 5487.873047
	Iteration 7F: 3 clusters Score -7441512 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -7446602.500000 Penalty: 5487.873047
	Iteration 8F: 3 clusters Score -7446602 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7450410.000000 Penalty: 5487.873047
	Iteration 9F: 3 clusters Score -7450410 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7452153.500000 Penalty: 5487.873047
	Iteration 10Q: 3 clusters Score -7452154 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7452802.000000 Penalty: 5487.873047
	Iteration 11Q: 3 clusters Score -7452802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7453048.000000 Penalty: 5487.873047
	Iteration 12Q: 3 clusters Score -7453048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7453143.000000 Penalty: 5487.873047
	Iteration 13Q: 3 clusters Score -7453143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7453194.000000 Penalty: 5487.873047
	Iteration 14Q: 3 clusters Score -7453194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7453215.000000 Penalty: 5487.873047
	Iteration 15Q: 3 clusters Score -7453215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7453235.000000 Penalty: 5487.873047
	Iteration 16Q: 3 clusters Score -7453235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7453248.500000 Penalty: 5487.873047
	Iteration 17Q: 3 clusters Score -7453248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7453255.500000 Penalty: 5487.873047
	Iteration 18Q: 3 clusters Score -7453256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7453265.500000 Penalty: 5487.873047
	Iteration 19Q: 3 clusters Score -7453266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7453269.000000 Penalty: 5487.873047
	Iteration 20F: 3 clusters Score -7453269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7453271.500000 Penalty: 5487.873047
	Iteration 21Q: 3 clusters Score -7453272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7453275.000000 Penalty: 5487.873047
	Iteration 22Q: 3 clusters Score -7453275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7453278.000000 Penalty: 5487.873047
	Iteration 23Q: 3 clusters Score -7453278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7453285.000000 Penalty: 5487.873047
	Iteration 24Q: 3 clusters Score -7453285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7453287.500000 Penalty: 5487.873047
	Iteration 25Q: 3 clusters Score -7453288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7453285.500000 Penalty: 5487.873047
	Iteration 26Q: 3 clusters Score -7453286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7453286.000000 Penalty: 5487.873047
	Iteration 27Q: 3 clusters Score -7453286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7453286.000000 Penalty: 5487.873047
	Iteration 28F: 3 clusters Score -7453286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Entering Unmasked Estep 
Score: -3700525.000000 Penalty: 2579.685547
	Iteration 0F: 2 clusters Score -3700525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3678210.500000 Penalty: 5159.371094
	Iteration 0F: 3 clusters Score -3678210 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3686243.000000 Penalty: 5159.371094
	Iteration 1F: 3 clusters Score -3686243 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3686851.250000 Penalty: 5159.371094
	Iteration 2Q: 3 clusters Score -3686851 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3687596.500000 Penalty: 5159.371094
	Iteration 3Q: 3 clusters Score -3687596 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3688730.000000 Penalty: 5159.371094
	Iteration 4F: 3 clusters Score -3688730 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3690476.000000 Penalty: 5159.371094
	Iteration 5F: 3 clusters Score -3690476 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3692835.000000 Penalty: 5159.371094
	Iteration 6F: 3 clusters Score -3692835 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3695234.750000 Penalty: 5159.371094
	Iteration 7F: 3 clusters Score -3695235 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3696880.000000 Penalty: 5159.371094
	Iteration 8F: 3 clusters Score -3696880 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3697704.750000 Penalty: 5159.371094
	Iteration 9Q: 3 clusters Score -3697705 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3698020.750000 Penalty: 5159.371094
	Iteration 10Q: 3 clusters Score -3698021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3698143.750000 Penalty: 5159.371094
	Iteration 11Q: 3 clusters Score -3698144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3698220.500000 Penalty: 5159.371094
	Iteration 12Q: 3 clusters Score -3698220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3698261.750000 Penalty: 5159.371094
	Iteration 13Q: 3 clusters Score -3698262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3698284.250000 Penalty: 5159.371094
	Iteration 14Q: 3 clusters Score -3698284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3698304.500000 Penalty: 5159.371094
	Iteration 15Q: 3 clusters Score -3698304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3698306.500000 Penalty: 5159.371094
	Iteration 16Q: 3 clusters Score -3698306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3698313.750000 Penalty: 5159.371094
	Iteration 17Q: 3 clusters Score -3698314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3698315.250000 Penalty: 5159.371094
	Iteration 18Q: 3 clusters Score -3698315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3698317.000000 Penalty: 5159.371094
	Iteration 19Q: 3 clusters Score -3698317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3698317.000000 Penalty: 5159.371094
	Iteration 20F: 3 clusters Score -3698317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (126919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Entering Unmasked Estep 
Score: -14626316.000000 Penalty: 2914.323486
	Iteration 0F: 2 clusters Score -1.462632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -14541184.000000 Penalty: 5828.646973
	Iteration 0F: 3 clusters Score -1.454118e+07 nChanged 60626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -14576156.000000 Penalty: 5828.646973
	Iteration 1F: 3 clusters Score -1.457616e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -14577177.000000 Penalty: 5828.646973
	Iteration 2Q: 3 clusters Score -1.457718e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -14578615.000000 Penalty: 5828.646973
	Iteration 3Q: 3 clusters Score -1.457862e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -14580848.000000 Penalty: 5828.646973
	Iteration 4Q: 3 clusters Score -1.458085e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -14584206.000000 Penalty: 5828.646973
	Iteration 5F: 3 clusters Score -1.458421e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -14589257.000000 Penalty: 5828.646973
	Iteration 6F: 3 clusters Score -1.458926e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -14595758.000000 Penalty: 5828.646973
	Iteration 7F: 3 clusters Score -1.459576e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -14602920.000000 Penalty: 5828.646973
	Iteration 8F: 3 clusters Score -1.460292e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -14609618.000000 Penalty: 5828.646973
	Iteration 9F: 3 clusters Score -1.460962e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -14614998.000000 Penalty: 5828.646973
	Iteration 10Q: 3 clusters Score -1.4615e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 119146 members 
Entering Unmasked Estep 
Score: -14618777.000000 Penalty: 5828.646973
	Iteration 11Q: 3 clusters Score -1.461878e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -14621106.000000 Penalty: 5828.646973
	Iteration 12Q: 3 clusters Score -1.462111e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 123709 members 
Entering Unmasked Estep 
Score: -14622451.000000 Penalty: 5828.646973
	Iteration 13Q: 3 clusters Score -1.462245e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -14623169.000000 Penalty: 5828.646973
	Iteration 14Q: 3 clusters Score -1.462317e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 125128 members 
Entering Unmasked Estep 
Score: -14623546.000000 Penalty: 5828.646973
	Iteration 15Q: 3 clusters Score -1.462355e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 125382 members 
Entering Unmasked Estep 
Score: -14623875.000000 Penalty: 5828.646973
	Iteration 16Q: 3 clusters Score -1.462388e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 125507 members 
Entering Unmasked Estep 
Score: -14624105.000000 Penalty: 5828.646973
	Iteration 17Q: 3 clusters Score -1.46241e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 125559 members 
Entering Unmasked Estep 
Score: -14624209.000000 Penalty: 5828.646973
	Iteration 18Q: 3 clusters Score -1.462421e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 125567 members 
Entering Unmasked Estep 
Score: -14624274.000000 Penalty: 5828.646973
	Iteration 19Q: 3 clusters Score -1.462427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -14624303.000000 Penalty: 5828.646973
	Iteration 20F: 3 clusters Score -1.46243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 125578 members 
Entering Unmasked Estep 
Score: -14624313.000000 Penalty: 5828.646973
	Iteration 21Q: 3 clusters Score -1.462431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -14624320.000000 Penalty: 5828.646973
	Iteration 22Q: 3 clusters Score -1.462432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -14624332.000000 Penalty: 5828.646973
	Iteration 23Q: 3 clusters Score -1.462433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -14624337.000000 Penalty: 5828.646973
	Iteration 24Q: 3 clusters Score -1.462434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 125588 members 
Entering Unmasked Estep 
Score: -14624340.000000 Penalty: 5828.646973
	Iteration 25Q: 3 clusters Score -1.462434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -14624347.000000 Penalty: 5828.646973
	Iteration 26Q: 3 clusters Score -1.462435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -14624358.000000 Penalty: 5828.646973
	Iteration 27Q: 3 clusters Score -1.462436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -14624361.000000 Penalty: 5828.646973
	Iteration 28Q: 3 clusters Score -1.462436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -14624361.000000 Penalty: 5828.646973
	Iteration 29Q: 3 clusters Score -1.462436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 125581 members 
Entering Unmasked Estep 
Score: -14624370.000000 Penalty: 5828.646973
	Iteration 30Q: 3 clusters Score -1.462437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -14624363.000000 Penalty: 5828.646973
	Iteration 31Q: 3 clusters Score -1.462436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 125583 members 
Entering Unmasked Estep 
Score: -14624359.000000 Penalty: 5828.646973
	Iteration 32Q: 3 clusters Score -1.462436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -14624368.000000 Penalty: 5828.646973
	Iteration 33Q: 3 clusters Score -1.462437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -14624361.000000 Penalty: 5828.646973
	Iteration 34Q: 3 clusters Score -1.462436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 125597 members 
Entering Unmasked Estep 
Score: -14624351.000000 Penalty: 5828.646973
	Iteration 35Q: 3 clusters Score -1.462435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -14624359.000000 Penalty: 5828.646973
	Iteration 36Q: 3 clusters Score -1.462436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -14624359.000000 Penalty: 5828.646973
	Iteration 37F: 3 clusters Score -1.462436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -55092.042969 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -55092.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53566.468750 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -53566.47 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53790.574219 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -53790.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53849.171875 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -53849.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53882.757812 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -53882.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53901.656250 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -53901.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53919.250000 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -53919.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53941.933594 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -53941.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53967.691406 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -53967.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53988.671875 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -53988.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54025.484375 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -54025.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54035.417969 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -54035.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54040.687500 Penalty: 3138.656494
	Iteration 11Q: 3 clusters Score -54040.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54042.433594 Penalty: 3138.656494
	Iteration 12Q: 3 clusters Score -54042.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54042.433594 Penalty: 3138.656494
	Iteration 13F: 3 clusters Score -54042.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (170590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Entering Unmasked Estep 
Score: -19613650.000000 Penalty: 2987.660400
	Iteration 0F: 2 clusters Score -1.961365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -19501212.000000 Penalty: 5975.320801
	Iteration 0F: 3 clusters Score -1.950121e+07 nChanged 81858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -19548964.000000 Penalty: 5975.320801
	Iteration 1F: 3 clusters Score -1.954896e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -19549950.000000 Penalty: 5975.320801
	Iteration 2Q: 3 clusters Score -1.954995e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -19551344.000000 Penalty: 5975.320801
	Iteration 3Q: 3 clusters Score -1.955134e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -19553818.000000 Penalty: 5975.320801
	Iteration 4Q: 3 clusters Score -1.955382e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -19558442.000000 Penalty: 5975.320801
	Iteration 5F: 3 clusters Score -1.955844e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -19566754.000000 Penalty: 5975.320801
	Iteration 6F: 3 clusters Score -1.956675e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -19579526.000000 Penalty: 5975.320801
	Iteration 7F: 3 clusters Score -1.957953e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149082 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -19593720.000000 Penalty: 5975.320801
	Iteration 8F: 3 clusters Score -1.959372e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -19603372.000000 Penalty: 5975.320801
	Iteration 9F: 3 clusters Score -1.960337e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -19607952.000000 Penalty: 5975.320801
	Iteration 10Q: 3 clusters Score -1.960795e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -19609858.000000 Penalty: 5975.320801
	Iteration 11Q: 3 clusters Score -1.960986e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -19610596.000000 Penalty: 5975.320801
	Iteration 12Q: 3 clusters Score -1.96106e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -19610996.000000 Penalty: 5975.320801
	Iteration 13Q: 3 clusters Score -1.9611e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19611208.000000 Penalty: 5975.320801
	Iteration 14Q: 3 clusters Score -1.961121e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169234 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19611334.000000 Penalty: 5975.320801
	Iteration 15Q: 3 clusters Score -1.961133e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19611448.000000 Penalty: 5975.320801
	Iteration 16Q: 3 clusters Score -1.961145e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19611492.000000 Penalty: 5975.320801
	Iteration 17Q: 3 clusters Score -1.961149e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19611510.000000 Penalty: 5975.320801
	Iteration 18Q: 3 clusters Score -1.961151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19611556.000000 Penalty: 5975.320801
	Iteration 19Q: 3 clusters Score -1.961156e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19611556.000000 Penalty: 5975.320801
	Iteration 20F: 3 clusters Score -1.961156e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19611586.000000 Penalty: 5975.320801
	Iteration 21Q: 3 clusters Score -1.961159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169316 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -19611596.000000 Penalty: 5975.320801
	Iteration 22Q: 3 clusters Score -1.96116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169328 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19611602.000000 Penalty: 5975.320801
	Iteration 23Q: 3 clusters Score -1.96116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19611616.000000 Penalty: 5975.320801
	Iteration 24Q: 3 clusters Score -1.961162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19611622.000000 Penalty: 5975.320801
	Iteration 25Q: 3 clusters Score -1.961162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19611638.000000 Penalty: 5975.320801
	Iteration 26Q: 3 clusters Score -1.961164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19611654.000000 Penalty: 5975.320801
	Iteration 27Q: 3 clusters Score -1.961165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19611646.000000 Penalty: 5975.320801
	Iteration 28Q: 3 clusters Score -1.961165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19611656.000000 Penalty: 5975.320801
	Iteration 29Q: 3 clusters Score -1.961166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19611646.000000 Penalty: 5975.320801
	Iteration 30Q: 3 clusters Score -1.961165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19611630.000000 Penalty: 5975.320801
	Iteration 31Q: 3 clusters Score -1.961163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19611638.000000 Penalty: 5975.320801
	Iteration 32Q: 3 clusters Score -1.961164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19611644.000000 Penalty: 5975.320801
	Iteration 33Q: 3 clusters Score -1.961164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19611636.000000 Penalty: 5975.320801
	Iteration 34Q: 3 clusters Score -1.961164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19611642.000000 Penalty: 5975.320801
	Iteration 35Q: 3 clusters Score -1.961164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169347 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19611652.000000 Penalty: 5975.320801
	Iteration 36Q: 3 clusters Score -1.961165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19611652.000000 Penalty: 5975.320801
	Iteration 37Q: 3 clusters Score -1.961165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169349 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19611652.000000 Penalty: 5975.320801
	Iteration 38Q: 3 clusters Score -1.961165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169349 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19611652.000000 Penalty: 5975.320801
	Iteration 39F: 3 clusters Score -1.961165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -65251.281250 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -65251.28 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 273 members 
Entering Unmasked Estep 
Score: -63627.804688 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -63627.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63834.753906 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -63834.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63919.441406 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -63919.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63947.496094 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -63947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63955.875000 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -63955.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63972.246094 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -63972.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63985.449219 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -63985.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63986.917969 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -63986.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63986.917969 Penalty: 3176.172607
	Iteration 8F: 3 clusters Score -63986.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Entering Unmasked Estep 
Score: -4202336.000000 Penalty: 2600.876709
	Iteration 0F: 2 clusters Score -4202336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4177860.750000 Penalty: 5201.753418
	Iteration 0F: 3 clusters Score -4177861 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4186747.750000 Penalty: 5201.753418
	Iteration 1F: 3 clusters Score -4186748 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4187236.250000 Penalty: 5201.753418
	Iteration 2Q: 3 clusters Score -4187236 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4187644.000000 Penalty: 5201.753418
	Iteration 3Q: 3 clusters Score -4187644 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4188013.500000 Penalty: 5201.753418
	Iteration 4Q: 3 clusters Score -4188014 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4188464.750000 Penalty: 5201.753418
	Iteration 5Q: 3 clusters Score -4188465 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4189026.750000 Penalty: 5201.753418
	Iteration 6Q: 3 clusters Score -4189027 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4189929.750000 Penalty: 5201.753418
	Iteration 7Q: 3 clusters Score -4189930 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4191225.250000 Penalty: 5201.753418
	Iteration 8F: 3 clusters Score -4191225 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -4193025.750000 Penalty: 5201.753418
	Iteration 9F: 3 clusters Score -4193026 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -4194924.500000 Penalty: 5201.753418
	Iteration 10F: 3 clusters Score -4194924 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4196645.500000 Penalty: 5201.753418
	Iteration 11F: 3 clusters Score -4196646 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4197837.000000 Penalty: 5201.753418
	Iteration 12Q: 3 clusters Score -4197837 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4198534.000000 Penalty: 5201.753418
	Iteration 13Q: 3 clusters Score -4198534 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4198879.500000 Penalty: 5201.753418
	Iteration 14Q: 3 clusters Score -4198880 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4199127.500000 Penalty: 5201.753418
	Iteration 15Q: 3 clusters Score -4199128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4199286.000000 Penalty: 5201.753418
	Iteration 16Q: 3 clusters Score -4199286 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4199405.500000 Penalty: 5201.753418
	Iteration 17Q: 3 clusters Score -4199406 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4199525.000000 Penalty: 5201.753418
	Iteration 18Q: 3 clusters Score -4199525 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4199617.000000 Penalty: 5201.753418
	Iteration 19Q: 3 clusters Score -4199617 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4199706.000000 Penalty: 5201.753418
	Iteration 20F: 3 clusters Score -4199706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4199767.000000 Penalty: 5201.753418
	Iteration 21Q: 3 clusters Score -4199767 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4199831.500000 Penalty: 5201.753418
	Iteration 22Q: 3 clusters Score -4199832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4199876.500000 Penalty: 5201.753418
	Iteration 23Q: 3 clusters Score -4199876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4199912.500000 Penalty: 5201.753418
	Iteration 24Q: 3 clusters Score -4199912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4199954.000000 Penalty: 5201.753418
	Iteration 25Q: 3 clusters Score -4199954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4199996.500000 Penalty: 5201.753418
	Iteration 26Q: 3 clusters Score -4199996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4200011.000000 Penalty: 5201.753418
	Iteration 27Q: 3 clusters Score -4200011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4200042.500000 Penalty: 5201.753418
	Iteration 28Q: 3 clusters Score -4200042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4200066.500000 Penalty: 5201.753418
	Iteration 29Q: 3 clusters Score -4200066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4200087.500000 Penalty: 5201.753418
	Iteration 30Q: 3 clusters Score -4200088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4200097.000000 Penalty: 5201.753418
	Iteration 31Q: 3 clusters Score -4200097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4200114.000000 Penalty: 5201.753418
	Iteration 32Q: 3 clusters Score -4200114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4200135.000000 Penalty: 5201.753418
	Iteration 33Q: 3 clusters Score -4200135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4200154.500000 Penalty: 5201.753418
	Iteration 34Q: 3 clusters Score -4200154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4200173.500000 Penalty: 5201.753418
	Iteration 35Q: 3 clusters Score -4200174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4200187.000000 Penalty: 5201.753418
	Iteration 36Q: 3 clusters Score -4200187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4200184.500000 Penalty: 5201.753418
	Iteration 37Q: 3 clusters Score -4200184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4200202.500000 Penalty: 5201.753418
	Iteration 38Q: 3 clusters Score -4200202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4200211.500000 Penalty: 5201.753418
	Iteration 39Q: 3 clusters Score -4200212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4200222.500000 Penalty: 5201.753418
	Iteration 40F: 3 clusters Score -4200222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4200230.000000 Penalty: 5201.753418
	Iteration 41Q: 3 clusters Score -4200230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4200232.000000 Penalty: 5201.753418
	Iteration 42Q: 3 clusters Score -4200232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -4200238.500000 Penalty: 5201.753418
	Iteration 43Q: 3 clusters Score -4200238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4200246.000000 Penalty: 5201.753418
	Iteration 44Q: 3 clusters Score -4200246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4200251.500000 Penalty: 5201.753418
	Iteration 45Q: 3 clusters Score -4200252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4200258.500000 Penalty: 5201.753418
	Iteration 46Q: 3 clusters Score -4200258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4200262.000000 Penalty: 5201.753418
	Iteration 47Q: 3 clusters Score -4200262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4200259.500000 Penalty: 5201.753418
	Iteration 48Q: 3 clusters Score -4200260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4200272.000000 Penalty: 5201.753418
	Iteration 49Q: 3 clusters Score -4200272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4200274.500000 Penalty: 5201.753418
	Iteration 50Q: 3 clusters Score -4200274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4200291.000000 Penalty: 5201.753418
	Iteration 51Q: 3 clusters Score -4200291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4200302.000000 Penalty: 5201.753418
	Iteration 52Q: 3 clusters Score -4200302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4200309.000000 Penalty: 5201.753418
	Iteration 53Q: 3 clusters Score -4200309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4200312.000000 Penalty: 5201.753418
	Iteration 54Q: 3 clusters Score -4200312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4200310.500000 Penalty: 5201.753418
	Iteration 55Q: 3 clusters Score -4200310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4200314.500000 Penalty: 5201.753418
	Iteration 56Q: 3 clusters Score -4200314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4200315.500000 Penalty: 5201.753418
	Iteration 57Q: 3 clusters Score -4200316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4200323.000000 Penalty: 5201.753418
	Iteration 58Q: 3 clusters Score -4200323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4200325.500000 Penalty: 5201.753418
	Iteration 59Q: 3 clusters Score -4200326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4200326.000000 Penalty: 5201.753418
	Iteration 60F: 3 clusters Score -4200326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 319571 members 
Mstep: Class 4 contains 298 members 
Mstep: Class 5 contains 71541 members 
Mstep: Class 6 contains 8458 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23106 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63848 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 126919 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 170590 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114672648.000000 Penalty: 92622.265625
Iteration 159Q: 28 clusters Score -1.146726e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 23141 members 
Mstep: Class 3 contains 319736 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 71404 members 
Mstep: Class 6 contains 8454 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 17681 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23054 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63834 members 
Mstep: Class 19 contains 32926 members 
Mstep: Class 20 contains 126979 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 170782 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35902 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 15683 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114673248.000000 Penalty: 92622.265625
Iteration 160F: 28 clusters Score -1.146732e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 319798 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 71256 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 17682 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4107 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22995 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63823 members 
Mstep: Class 19 contains 32904 members 
Mstep: Class 20 contains 126873 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 170769 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 35981 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 15377 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114673584.000000 Penalty: 92622.265625
Iteration 161Q: 28 clusters Score -1.146736e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 23120 members 
Mstep: Class 3 contains 319856 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 71170 members 
Mstep: Class 6 contains 8442 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 17677 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22941 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63818 members 
Mstep: Class 19 contains 32887 members 
Mstep: Class 20 contains 126767 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 170740 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 36034 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 15143 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114673760.000000 Penalty: 92622.265625
Iteration 162Q: 28 clusters Score -1.146738e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 23117 members 
Mstep: Class 3 contains 319904 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 71126 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 17675 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4095 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22890 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63814 members 
Mstep: Class 19 contains 32879 members 
Mstep: Class 20 contains 126705 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 170671 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 36076 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14956 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674072.000000 Penalty: 92622.265625
Iteration 163Q: 28 clusters Score -1.146741e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 23127 members 
Mstep: Class 3 contains 319924 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 71067 members 
Mstep: Class 6 contains 8439 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 6330 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4087 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22859 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63806 members 
Mstep: Class 19 contains 32869 members 
Mstep: Class 20 contains 126628 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 170614 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36126 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674200.000000 Penalty: 92622.265625
Iteration 164Q: 28 clusters Score -1.146742e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 319975 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 71023 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4087 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22815 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63805 members 
Mstep: Class 19 contains 32853 members 
Mstep: Class 20 contains 126543 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 170529 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36191 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14746 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674168.000000 Penalty: 92622.265625
Iteration 165Q: 28 clusters Score -1.146742e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 23130 members 
Mstep: Class 3 contains 320024 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70978 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 6805 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22789 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63806 members 
Mstep: Class 19 contains 32843 members 
Mstep: Class 20 contains 126475 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170454 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36248 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14676 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674208.000000 Penalty: 92622.265625
Iteration 166Q: 28 clusters Score -1.146742e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 320061 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70953 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4076 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22773 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63804 members 
Mstep: Class 19 contains 32839 members 
Mstep: Class 20 contains 126424 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170372 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36296 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14622 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674056.000000 Penalty: 92622.265625
Iteration 167Q: 28 clusters Score -1.146741e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 23129 members 
Mstep: Class 3 contains 320111 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70926 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7102 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22759 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63804 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 126381 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170302 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36342 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14582 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674072.000000 Penalty: 92622.265625
Iteration 168Q: 28 clusters Score -1.146741e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 23125 members 
Mstep: Class 3 contains 320127 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70901 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22751 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63804 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 126341 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170247 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36392 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14560 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114673968.000000 Penalty: 92622.265625
Iteration 169Q: 28 clusters Score -1.14674e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 23123 members 
Mstep: Class 3 contains 320154 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70877 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7311 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22745 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63802 members 
Mstep: Class 19 contains 32827 members 
Mstep: Class 20 contains 126305 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170202 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36442 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14530 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114673992.000000 Penalty: 92622.265625
Iteration 170Q: 28 clusters Score -1.14674e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 23123 members 
Mstep: Class 3 contains 320158 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70858 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22743 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32821 members 
Mstep: Class 20 contains 126276 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170162 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36484 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14517 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674024.000000 Penalty: 92622.265625
Iteration 171Q: 28 clusters Score -1.14674e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 23126 members 
Mstep: Class 3 contains 320171 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70848 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22732 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63802 members 
Mstep: Class 19 contains 32812 members 
Mstep: Class 20 contains 126245 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170121 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36526 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14505 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674168.000000 Penalty: 92622.265625
Iteration 172Q: 28 clusters Score -1.146742e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 320187 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70837 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7487 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22726 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63805 members 
Mstep: Class 19 contains 32799 members 
Mstep: Class 20 contains 126229 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170079 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36561 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14489 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674048.000000 Penalty: 92622.265625
Iteration 173Q: 28 clusters Score -1.14674e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 23134 members 
Mstep: Class 3 contains 320200 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70831 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22721 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63807 members 
Mstep: Class 19 contains 32790 members 
Mstep: Class 20 contains 126211 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170042 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36602 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14467 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674208.000000 Penalty: 92622.265625
Iteration 174Q: 28 clusters Score -1.146742e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 23133 members 
Mstep: Class 3 contains 320201 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70825 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22718 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63803 members 
Mstep: Class 19 contains 32785 members 
Mstep: Class 20 contains 126205 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 170000 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36649 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14455 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674184.000000 Penalty: 92622.265625
Iteration 175Q: 28 clusters Score -1.146742e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 23136 members 
Mstep: Class 3 contains 320215 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70815 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22715 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63805 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 126200 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169961 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36685 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14446 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674288.000000 Penalty: 92622.265625
Iteration 176Q: 28 clusters Score -1.146743e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 23140 members 
Mstep: Class 3 contains 320220 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70811 members 
Mstep: Class 6 contains 8434 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 17673 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22713 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63805 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 126199 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169933 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36713 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14439 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674248.000000 Penalty: 92622.265625
Iteration 177Q: 28 clusters Score -1.146742e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 23139 members 
Mstep: Class 3 contains 320230 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70808 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7602 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22708 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63804 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 126196 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169901 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36742 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14436 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674256.000000 Penalty: 92622.265625
Iteration 178Q: 28 clusters Score -1.146743e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 23138 members 
Mstep: Class 3 contains 320233 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8434 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22702 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63802 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 126190 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169878 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36776 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14433 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674288.000000 Penalty: 92622.265625
Iteration 179Q: 28 clusters Score -1.146743e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 23137 members 
Mstep: Class 3 contains 320228 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70799 members 
Mstep: Class 6 contains 8434 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4053 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22700 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63804 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 126187 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169860 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36801 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14426 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674136.000000 Penalty: 92622.265625
Iteration 180F: 28 clusters Score -1.146741e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 23137 members 
Mstep: Class 3 contains 320224 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70798 members 
Mstep: Class 6 contains 8434 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7645 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22699 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63803 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 126184 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169836 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36823 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14421 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674200.000000 Penalty: 92622.265625
Iteration 181Q: 28 clusters Score -1.146742e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 23138 members 
Mstep: Class 3 contains 320218 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70796 members 
Mstep: Class 6 contains 8434 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4049 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22699 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63802 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 126186 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169816 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36842 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14420 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674280.000000 Penalty: 92622.265625
Iteration 182Q: 28 clusters Score -1.146743e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 23140 members 
Mstep: Class 3 contains 320210 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70792 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7666 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22698 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63802 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 126185 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169797 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36862 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674272.000000 Penalty: 92622.265625
Iteration 183Q: 28 clusters Score -1.146743e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 23140 members 
Mstep: Class 3 contains 320212 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70792 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7680 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22696 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63803 members 
Mstep: Class 19 contains 32771 members 
Mstep: Class 20 contains 126183 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169779 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36870 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674248.000000 Penalty: 92622.265625
Iteration 184Q: 28 clusters Score -1.146742e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 23142 members 
Mstep: Class 3 contains 320213 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70792 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4040 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22694 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32773 members 
Mstep: Class 20 contains 126181 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169758 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36883 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14424 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674240.000000 Penalty: 92622.265625
Iteration 185Q: 28 clusters Score -1.146742e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 23142 members 
Mstep: Class 3 contains 320204 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70792 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22693 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 126175 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169754 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36893 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674216.000000 Penalty: 92622.265625
Iteration 186Q: 28 clusters Score -1.146742e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 23143 members 
Mstep: Class 3 contains 320202 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70793 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22689 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63794 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169746 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36897 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14415 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674200.000000 Penalty: 92622.265625
Iteration 187Q: 28 clusters Score -1.146742e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 320202 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70796 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22690 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63793 members 
Mstep: Class 19 contains 32774 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169736 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36902 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674264.000000 Penalty: 92622.265625
Iteration 188Q: 28 clusters Score -1.146743e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 320197 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70801 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 17669 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22689 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63795 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 20 contains 126172 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169726 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36908 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14409 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674240.000000 Penalty: 92622.265625
Iteration 189Q: 28 clusters Score -1.146742e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 23143 members 
Mstep: Class 3 contains 320194 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7750 members 
Mstep: Class 10 contains 17668 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22687 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63795 members 
Mstep: Class 19 contains 32769 members 
Mstep: Class 20 contains 126170 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169721 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36917 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14407 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674328.000000 Penalty: 92622.265625
Iteration 190Q: 28 clusters Score -1.146743e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 23143 members 
Mstep: Class 3 contains 320195 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70800 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7756 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22686 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 32768 members 
Mstep: Class 20 contains 126167 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169715 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36924 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674480.000000 Penalty: 92622.265625
Iteration 191Q: 28 clusters Score -1.146745e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 320196 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22683 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126167 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169705 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36928 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674392.000000 Penalty: 92622.265625
Iteration 192Q: 28 clusters Score -1.146744e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 320198 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70801 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22680 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126169 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169699 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36934 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674408.000000 Penalty: 92622.265625
Iteration 193Q: 28 clusters Score -1.146744e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 23145 members 
Mstep: Class 3 contains 320199 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63797 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126172 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169691 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36939 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674464.000000 Penalty: 92622.265625
Iteration 194Q: 28 clusters Score -1.146745e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320201 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70803 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126171 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169685 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36942 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674488.000000 Penalty: 92622.265625
Iteration 195Q: 28 clusters Score -1.146745e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320202 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126171 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169677 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36947 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674456.000000 Penalty: 92622.265625
Iteration 196Q: 28 clusters Score -1.146745e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320202 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70805 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169670 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36951 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674464.000000 Penalty: 92622.265625
Iteration 197Q: 28 clusters Score -1.146745e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320204 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169665 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36956 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674464.000000 Penalty: 92622.265625
Iteration 198Q: 28 clusters Score -1.146745e+08 nChanged 6
Entering ConstructFrom: 
Score: -114674464.000000 Penalty: 92622.265625
Entering ConstructFrom: 
Trying to split cluster 1 (87511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Entering Unmasked Estep 
Score: -10171182.000000 Penalty: 2822.120850
	Iteration 0F: 2 clusters Score -1.017118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -10112645.000000 Penalty: 5644.241699
	Iteration 0F: 3 clusters Score -1.011264e+07 nChanged 41201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -10135771.000000 Penalty: 5644.241699
	Iteration 1F: 3 clusters Score -1.013577e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -10136478.000000 Penalty: 5644.241699
	Iteration 2Q: 3 clusters Score -1.013648e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -10137476.000000 Penalty: 5644.241699
	Iteration 3Q: 3 clusters Score -1.013748e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -10138907.000000 Penalty: 5644.241699
	Iteration 4Q: 3 clusters Score -1.013891e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -10141238.000000 Penalty: 5644.241699
	Iteration 5F: 3 clusters Score -1.014124e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -10145541.000000 Penalty: 5644.241699
	Iteration 6F: 3 clusters Score -1.014554e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -10151944.000000 Penalty: 5644.241699
	Iteration 7F: 3 clusters Score -1.015194e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -10158908.000000 Penalty: 5644.241699
	Iteration 8F: 3 clusters Score -1.015891e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -10164222.000000 Penalty: 5644.241699
	Iteration 9F: 3 clusters Score -1.016422e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -10167267.000000 Penalty: 5644.241699
	Iteration 10Q: 3 clusters Score -1.016727e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -10168663.000000 Penalty: 5644.241699
	Iteration 11Q: 3 clusters Score -1.016866e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -10169185.000000 Penalty: 5644.241699
	Iteration 12Q: 3 clusters Score -1.016918e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -10169408.000000 Penalty: 5644.241699
	Iteration 13Q: 3 clusters Score -1.016941e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -10169527.000000 Penalty: 5644.241699
	Iteration 14Q: 3 clusters Score -1.016953e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -10169588.000000 Penalty: 5644.241699
	Iteration 15Q: 3 clusters Score -1.016959e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -10169644.000000 Penalty: 5644.241699
	Iteration 16Q: 3 clusters Score -1.016964e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -10169700.000000 Penalty: 5644.241699
	Iteration 17Q: 3 clusters Score -1.01697e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -10169721.000000 Penalty: 5644.241699
	Iteration 18Q: 3 clusters Score -1.016972e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -10169752.000000 Penalty: 5644.241699
	Iteration 19Q: 3 clusters Score -1.016975e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -10169790.000000 Penalty: 5644.241699
	Iteration 20F: 3 clusters Score -1.016979e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -10169800.000000 Penalty: 5644.241699
	Iteration 21Q: 3 clusters Score -1.01698e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -10169808.000000 Penalty: 5644.241699
	Iteration 22Q: 3 clusters Score -1.016981e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -10169851.000000 Penalty: 5644.241699
	Iteration 23Q: 3 clusters Score -1.016985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10169852.000000 Penalty: 5644.241699
	Iteration 24Q: 3 clusters Score -1.016985e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10169850.000000 Penalty: 5644.241699
	Iteration 25Q: 3 clusters Score -1.016985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -10169871.000000 Penalty: 5644.241699
	Iteration 26Q: 3 clusters Score -1.016987e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -10169890.000000 Penalty: 5644.241699
	Iteration 27Q: 3 clusters Score -1.016989e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -10169909.000000 Penalty: 5644.241699
	Iteration 28Q: 3 clusters Score -1.016991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10169899.000000 Penalty: 5644.241699
	Iteration 29Q: 3 clusters Score -1.01699e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10169880.000000 Penalty: 5644.241699
	Iteration 30Q: 3 clusters Score -1.016988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -10169906.000000 Penalty: 5644.241699
	Iteration 31Q: 3 clusters Score -1.016991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10169920.000000 Penalty: 5644.241699
	Iteration 32Q: 3 clusters Score -1.016992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -10169922.000000 Penalty: 5644.241699
	Iteration 33Q: 3 clusters Score -1.016992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10169927.000000 Penalty: 5644.241699
	Iteration 34Q: 3 clusters Score -1.016993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -10169926.000000 Penalty: 5644.241699
	Iteration 35Q: 3 clusters Score -1.016993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10169941.000000 Penalty: 5644.241699
	Iteration 36Q: 3 clusters Score -1.016994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -10169948.000000 Penalty: 5644.241699
	Iteration 37Q: 3 clusters Score -1.016995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -10169933.000000 Penalty: 5644.241699
	Iteration 38Q: 3 clusters Score -1.016993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -10169937.000000 Penalty: 5644.241699
	Iteration 39Q: 3 clusters Score -1.016994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10169945.000000 Penalty: 5644.241699
	Iteration 40F: 3 clusters Score -1.016994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -10169946.000000 Penalty: 5644.241699
	Iteration 41Q: 3 clusters Score -1.016995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10169952.000000 Penalty: 5644.241699
	Iteration 42Q: 3 clusters Score -1.016995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -10169950.000000 Penalty: 5644.241699
	Iteration 43Q: 3 clusters Score -1.016995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -10169957.000000 Penalty: 5644.241699
	Iteration 44Q: 3 clusters Score -1.016996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10169963.000000 Penalty: 5644.241699
	Iteration 45Q: 3 clusters Score -1.016996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -10169965.000000 Penalty: 5644.241699
	Iteration 46Q: 3 clusters Score -1.016996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10169951.000000 Penalty: 5644.241699
	Iteration 47Q: 3 clusters Score -1.016995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -10169961.000000 Penalty: 5644.241699
	Iteration 48Q: 3 clusters Score -1.016996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -10169959.000000 Penalty: 5644.241699
	Iteration 49Q: 3 clusters Score -1.016996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -10169956.000000 Penalty: 5644.241699
	Iteration 50Q: 3 clusters Score -1.016996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10169963.000000 Penalty: 5644.241699
	Iteration 51Q: 3 clusters Score -1.016996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10169957.000000 Penalty: 5644.241699
	Iteration 52Q: 3 clusters Score -1.016996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -10169957.000000 Penalty: 5644.241699
	Iteration 53Q: 3 clusters Score -1.016996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -10169949.000000 Penalty: 5644.241699
	Iteration 54Q: 3 clusters Score -1.016995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10169957.000000 Penalty: 5644.241699
	Iteration 55Q: 3 clusters Score -1.016996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10169947.000000 Penalty: 5644.241699
	Iteration 56Q: 3 clusters Score -1.016995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10169945.000000 Penalty: 5644.241699
	Iteration 57Q: 3 clusters Score -1.016994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -10169943.000000 Penalty: 5644.241699
	Iteration 58Q: 3 clusters Score -1.016994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -10169944.000000 Penalty: 5644.241699
	Iteration 59Q: 3 clusters Score -1.016994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10169943.000000 Penalty: 5644.241699
	Iteration 60F: 3 clusters Score -1.016994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10169952.000000 Penalty: 5644.241699
	Iteration 61Q: 3 clusters Score -1.016995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10169946.000000 Penalty: 5644.241699
	Iteration 62Q: 3 clusters Score -1.016995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10169949.000000 Penalty: 5644.241699
	Iteration 63Q: 3 clusters Score -1.016995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10169955.000000 Penalty: 5644.241699
	Iteration 64Q: 3 clusters Score -1.016996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10169953.000000 Penalty: 5644.241699
	Iteration 65Q: 3 clusters Score -1.016995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10169952.000000 Penalty: 5644.241699
	Iteration 66Q: 3 clusters Score -1.016995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10169952.000000 Penalty: 5644.241699
	Iteration 67F: 3 clusters Score -1.016995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Entering Unmasked Estep 
Score: -2718938.500000 Penalty: 2492.295166
	Iteration 0F: 2 clusters Score -2718938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2702716.250000 Penalty: 4984.590332
	Iteration 0F: 3 clusters Score -2702716 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2708296.500000 Penalty: 4984.590332
	Iteration 1F: 3 clusters Score -2708296 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2708752.500000 Penalty: 4984.590332
	Iteration 2F: 3 clusters Score -2708752 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2709223.250000 Penalty: 4984.590332
	Iteration 3Q: 3 clusters Score -2709223 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2709686.000000 Penalty: 4984.590332
	Iteration 4Q: 3 clusters Score -2709686 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2710291.750000 Penalty: 4984.590332
	Iteration 5F: 3 clusters Score -2710292 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2711079.000000 Penalty: 4984.590332
	Iteration 6F: 3 clusters Score -2711079 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2712136.250000 Penalty: 4984.590332
	Iteration 7F: 3 clusters Score -2712136 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2713319.250000 Penalty: 4984.590332
	Iteration 8F: 3 clusters Score -2713319 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2714278.750000 Penalty: 4984.590332
	Iteration 9F: 3 clusters Score -2714279 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2715006.000000 Penalty: 4984.590332
	Iteration 10Q: 3 clusters Score -2715006 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2715543.000000 Penalty: 4984.590332
	Iteration 11Q: 3 clusters Score -2715543 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2715845.500000 Penalty: 4984.590332
	Iteration 12Q: 3 clusters Score -2715846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2716055.500000 Penalty: 4984.590332
	Iteration 13Q: 3 clusters Score -2716056 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2716184.000000 Penalty: 4984.590332
	Iteration 14Q: 3 clusters Score -2716184 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2716297.250000 Penalty: 4984.590332
	Iteration 15Q: 3 clusters Score -2716297 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2716387.250000 Penalty: 4984.590332
	Iteration 16Q: 3 clusters Score -2716387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2716467.250000 Penalty: 4984.590332
	Iteration 17Q: 3 clusters Score -2716467 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2716549.750000 Penalty: 4984.590332
	Iteration 18Q: 3 clusters Score -2716550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2716602.500000 Penalty: 4984.590332
	Iteration 19Q: 3 clusters Score -2716602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2716638.250000 Penalty: 4984.590332
	Iteration 20F: 3 clusters Score -2716638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2716673.250000 Penalty: 4984.590332
	Iteration 21Q: 3 clusters Score -2716673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2716710.500000 Penalty: 4984.590332
	Iteration 22Q: 3 clusters Score -2716710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2716753.250000 Penalty: 4984.590332
	Iteration 23Q: 3 clusters Score -2716753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2716786.500000 Penalty: 4984.590332
	Iteration 24Q: 3 clusters Score -2716786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2716806.000000 Penalty: 4984.590332
	Iteration 25Q: 3 clusters Score -2716806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2716818.750000 Penalty: 4984.590332
	Iteration 26Q: 3 clusters Score -2716819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2716831.000000 Penalty: 4984.590332
	Iteration 27Q: 3 clusters Score -2716831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2716836.500000 Penalty: 4984.590332
	Iteration 28Q: 3 clusters Score -2716836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2716832.500000 Penalty: 4984.590332
	Iteration 29Q: 3 clusters Score -2716832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2716838.750000 Penalty: 4984.590332
	Iteration 30Q: 3 clusters Score -2716839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2716836.250000 Penalty: 4984.590332
	Iteration 31Q: 3 clusters Score -2716836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2716835.250000 Penalty: 4984.590332
	Iteration 32Q: 3 clusters Score -2716835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2716838.500000 Penalty: 4984.590332
	Iteration 33Q: 3 clusters Score -2716838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2716844.750000 Penalty: 4984.590332
	Iteration 34Q: 3 clusters Score -2716845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2716838.250000 Penalty: 4984.590332
	Iteration 35Q: 3 clusters Score -2716838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2716838.500000 Penalty: 4984.590332
	Iteration 36Q: 3 clusters Score -2716838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2716837.750000 Penalty: 4984.590332
	Iteration 37Q: 3 clusters Score -2716838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2716840.500000 Penalty: 4984.590332
	Iteration 38Q: 3 clusters Score -2716840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2716840.750000 Penalty: 4984.590332
	Iteration 39Q: 3 clusters Score -2716841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2716843.750000 Penalty: 4984.590332
	Iteration 40F: 3 clusters Score -2716844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2716846.500000 Penalty: 4984.590332
	Iteration 41Q: 3 clusters Score -2716846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2716852.750000 Penalty: 4984.590332
	Iteration 42Q: 3 clusters Score -2716853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2716855.500000 Penalty: 4984.590332
	Iteration 43Q: 3 clusters Score -2716856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2716856.500000 Penalty: 4984.590332
	Iteration 44Q: 3 clusters Score -2716856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2716859.250000 Penalty: 4984.590332
	Iteration 45Q: 3 clusters Score -2716859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2716854.750000 Penalty: 4984.590332
	Iteration 46Q: 3 clusters Score -2716855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2716856.750000 Penalty: 4984.590332
	Iteration 47Q: 3 clusters Score -2716857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2716858.250000 Penalty: 4984.590332
	Iteration 48Q: 3 clusters Score -2716858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2716862.250000 Penalty: 4984.590332
	Iteration 49Q: 3 clusters Score -2716862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2716863.250000 Penalty: 4984.590332
	Iteration 50Q: 3 clusters Score -2716863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2716861.500000 Penalty: 4984.590332
	Iteration 51Q: 3 clusters Score -2716862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2716866.250000 Penalty: 4984.590332
	Iteration 52Q: 3 clusters Score -2716866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2716866.000000 Penalty: 4984.590332
	Iteration 53Q: 3 clusters Score -2716866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2716866.000000 Penalty: 4984.590332
	Iteration 54F: 3 clusters Score -2716866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (320206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320206 members 
Entering Unmasked Estep 
Score: -36610252.000000 Penalty: 3143.826416
	Iteration 0F: 2 clusters Score -3.661025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 159952 members 
Entering Unmasked Estep 
Score: -36412668.000000 Penalty: 6287.652832
	Iteration 0F: 3 clusters Score -3.641267e+07 nChanged 155305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -36504284.000000 Penalty: 6287.652832
	Iteration 1F: 3 clusters Score -3.650428e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -36505300.000000 Penalty: 6287.652832
	Iteration 2Q: 3 clusters Score -3.65053e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 149977 members 
Entering Unmasked Estep 
Score: -36506508.000000 Penalty: 6287.652832
	Iteration 3Q: 3 clusters Score -3.650651e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 144427 members 
Entering Unmasked Estep 
Score: -36508312.000000 Penalty: 6287.652832
	Iteration 4Q: 3 clusters Score -3.650831e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -36511344.000000 Penalty: 6287.652832
	Iteration 5Q: 3 clusters Score -3.651134e+07 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196263 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -36516252.000000 Penalty: 6287.652832
	Iteration 6Q: 3 clusters Score -3.651625e+07 nChanged 17722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212809 members 
Mstep: Class 2 contains 107397 members 
Entering Unmasked Estep 
Score: -36525172.000000 Penalty: 6287.652832
	Iteration 7F: 3 clusters Score -3.652517e+07 nChanged 21419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233282 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -36539536.000000 Penalty: 6287.652832
	Iteration 8F: 3 clusters Score -3.653954e+07 nChanged 22327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254685 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -36557072.000000 Penalty: 6287.652832
	Iteration 9F: 3 clusters Score -3.655707e+07 nChanged 18839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272348 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -36572636.000000 Penalty: 6287.652832
	Iteration 10F: 3 clusters Score -3.657264e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284027 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -36584108.000000 Penalty: 6287.652832
	Iteration 11Q: 3 clusters Score -3.658411e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291152 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -36591136.000000 Penalty: 6287.652832
	Iteration 12Q: 3 clusters Score -3.659114e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295919 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -36594528.000000 Penalty: 6287.652832
	Iteration 13Q: 3 clusters Score -3.659453e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299446 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -36596620.000000 Penalty: 6287.652832
	Iteration 14Q: 3 clusters Score -3.659662e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302292 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -36597852.000000 Penalty: 6287.652832
	Iteration 15Q: 3 clusters Score -3.659785e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304746 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -36599032.000000 Penalty: 6287.652832
	Iteration 16Q: 3 clusters Score -3.659903e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306862 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -36600140.000000 Penalty: 6287.652832
	Iteration 17Q: 3 clusters Score -3.660014e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308763 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -36601244.000000 Penalty: 6287.652832
	Iteration 18Q: 3 clusters Score -3.660124e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310447 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -36602336.000000 Penalty: 6287.652832
	Iteration 19Q: 3 clusters Score -3.660234e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311869 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -36603284.000000 Penalty: 6287.652832
	Iteration 20F: 3 clusters Score -3.660328e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313122 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -36603808.000000 Penalty: 6287.652832
	Iteration 21Q: 3 clusters Score -3.660381e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314206 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -36604328.000000 Penalty: 6287.652832
	Iteration 22Q: 3 clusters Score -3.660433e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315118 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -36604876.000000 Penalty: 6287.652832
	Iteration 23Q: 3 clusters Score -3.660488e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315903 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -36605348.000000 Penalty: 6287.652832
	Iteration 24Q: 3 clusters Score -3.660535e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316566 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -36605596.000000 Penalty: 6287.652832
	Iteration 25Q: 3 clusters Score -3.66056e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317090 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -36605916.000000 Penalty: 6287.652832
	Iteration 26Q: 3 clusters Score -3.660592e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317509 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -36606128.000000 Penalty: 6287.652832
	Iteration 27Q: 3 clusters Score -3.660613e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317849 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -36606308.000000 Penalty: 6287.652832
	Iteration 28Q: 3 clusters Score -3.660631e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318111 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -36606560.000000 Penalty: 6287.652832
	Iteration 29Q: 3 clusters Score -3.660656e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318330 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -36606652.000000 Penalty: 6287.652832
	Iteration 30Q: 3 clusters Score -3.660665e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318503 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -36606776.000000 Penalty: 6287.652832
	Iteration 31Q: 3 clusters Score -3.660678e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318647 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -36606868.000000 Penalty: 6287.652832
	Iteration 32Q: 3 clusters Score -3.660687e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318772 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -36606928.000000 Penalty: 6287.652832
	Iteration 33Q: 3 clusters Score -3.660693e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -36606988.000000 Penalty: 6287.652832
	Iteration 34Q: 3 clusters Score -3.660699e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318941 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -36607008.000000 Penalty: 6287.652832
	Iteration 35Q: 3 clusters Score -3.660701e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319004 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -36607024.000000 Penalty: 6287.652832
	Iteration 36Q: 3 clusters Score -3.660702e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36607112.000000 Penalty: 6287.652832
	Iteration 37Q: 3 clusters Score -3.660711e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319088 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -36607112.000000 Penalty: 6287.652832
	Iteration 38Q: 3 clusters Score -3.660711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319120 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -36607112.000000 Penalty: 6287.652832
	Iteration 39Q: 3 clusters Score -3.660711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319144 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -36607148.000000 Penalty: 6287.652832
	Iteration 40F: 3 clusters Score -3.660715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319173 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -36607172.000000 Penalty: 6287.652832
	Iteration 41Q: 3 clusters Score -3.660717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319201 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -36607192.000000 Penalty: 6287.652832
	Iteration 42Q: 3 clusters Score -3.660719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319224 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -36607248.000000 Penalty: 6287.652832
	Iteration 43Q: 3 clusters Score -3.660725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -36607296.000000 Penalty: 6287.652832
	Iteration 44Q: 3 clusters Score -3.66073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319260 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -36607312.000000 Penalty: 6287.652832
	Iteration 45Q: 3 clusters Score -3.660731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -36607312.000000 Penalty: 6287.652832
	Iteration 46Q: 3 clusters Score -3.660731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319279 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -36607320.000000 Penalty: 6287.652832
	Iteration 47Q: 3 clusters Score -3.660732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319286 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -36607320.000000 Penalty: 6287.652832
	Iteration 48Q: 3 clusters Score -3.660732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319291 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -36607332.000000 Penalty: 6287.652832
	Iteration 49Q: 3 clusters Score -3.660733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319297 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36607332.000000 Penalty: 6287.652832
	Iteration 50Q: 3 clusters Score -3.660733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319300 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -36607328.000000 Penalty: 6287.652832
	Iteration 51Q: 3 clusters Score -3.660733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319303 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -36607340.000000 Penalty: 6287.652832
	Iteration 52Q: 3 clusters Score -3.660734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319304 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -36607328.000000 Penalty: 6287.652832
	Iteration 53Q: 3 clusters Score -3.660733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319304 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -36607328.000000 Penalty: 6287.652832
	Iteration 54F: 3 clusters Score -3.660733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -26344.246094 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -26344.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25113.652344 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -25113.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25327.896484 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -25327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25393.484375 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -25393.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25479.656250 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -25479.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25536.267578 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -25536.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25577.916016 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -25577.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25611.779297 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -25611.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25639.380859 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -25639.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25665.400391 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -25665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25677.630859 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -25677.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25703.042969 Penalty: 2834.011475
	Iteration 10Q: 3 clusters Score -25703.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25739.304688 Penalty: 2834.011475
	Iteration 11Q: 3 clusters Score -25739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25748.677734 Penalty: 2834.011475
	Iteration 12Q: 3 clusters Score -25748.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25769.105469 Penalty: 2834.011475
	Iteration 13Q: 3 clusters Score -25769.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25769.105469 Penalty: 2834.011475
	Iteration 14F: 3 clusters Score -25769.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Entering Unmasked Estep 
Score: -8241175.000000 Penalty: 2769.582520
	Iteration 0F: 2 clusters Score -8241175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8193439.000000 Penalty: 5539.165039
	Iteration 0F: 3 clusters Score -8193439 nChanged 33275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -8212368.500000 Penalty: 5539.165039
	Iteration 1F: 3 clusters Score -8212368 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -8213083.000000 Penalty: 5539.165039
	Iteration 2Q: 3 clusters Score -8213083 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -8213918.000000 Penalty: 5539.165039
	Iteration 3Q: 3 clusters Score -8213918 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -8214888.500000 Penalty: 5539.165039
	Iteration 4Q: 3 clusters Score -8214888 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -8216068.500000 Penalty: 5539.165039
	Iteration 5Q: 3 clusters Score -8216068 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8217678.000000 Penalty: 5539.165039
	Iteration 6Q: 3 clusters Score -8217678 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8219795.500000 Penalty: 5539.165039
	Iteration 7F: 3 clusters Score -8219796 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -8222701.500000 Penalty: 5539.165039
	Iteration 8F: 3 clusters Score -8222702 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -8225938.500000 Penalty: 5539.165039
	Iteration 9F: 3 clusters Score -8225938 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -8228714.000000 Penalty: 5539.165039
	Iteration 10F: 3 clusters Score -8228714 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -8230667.000000 Penalty: 5539.165039
	Iteration 11Q: 3 clusters Score -8230667 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -8231839.000000 Penalty: 5539.165039
	Iteration 12Q: 3 clusters Score -8231839 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -8232612.000000 Penalty: 5539.165039
	Iteration 13Q: 3 clusters Score -8232612 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -8233280.500000 Penalty: 5539.165039
	Iteration 14Q: 3 clusters Score -8233280 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -8233868.000000 Penalty: 5539.165039
	Iteration 15Q: 3 clusters Score -8233868 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -8234456.500000 Penalty: 5539.165039
	Iteration 16Q: 3 clusters Score -8234456 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8234998.000000 Penalty: 5539.165039
	Iteration 17Q: 3 clusters Score -8234998 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -8235515.000000 Penalty: 5539.165039
	Iteration 18Q: 3 clusters Score -8235515 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -8236051.500000 Penalty: 5539.165039
	Iteration 19Q: 3 clusters Score -8236052 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -8236498.500000 Penalty: 5539.165039
	Iteration 20F: 3 clusters Score -8236498 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -8236913.500000 Penalty: 5539.165039
	Iteration 21Q: 3 clusters Score -8236914 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -8237294.500000 Penalty: 5539.165039
	Iteration 22Q: 3 clusters Score -8237294 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -8237568.000000 Penalty: 5539.165039
	Iteration 23Q: 3 clusters Score -8237568 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -8237792.500000 Penalty: 5539.165039
	Iteration 24Q: 3 clusters Score -8237792 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -8237949.500000 Penalty: 5539.165039
	Iteration 25Q: 3 clusters Score -8237950 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -8238115.500000 Penalty: 5539.165039
	Iteration 26Q: 3 clusters Score -8238116 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -8238240.000000 Penalty: 5539.165039
	Iteration 27Q: 3 clusters Score -8238240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -8238333.500000 Penalty: 5539.165039
	Iteration 28Q: 3 clusters Score -8238334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -8238413.500000 Penalty: 5539.165039
	Iteration 29Q: 3 clusters Score -8238414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -8238497.500000 Penalty: 5539.165039
	Iteration 30Q: 3 clusters Score -8238498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -8238553.000000 Penalty: 5539.165039
	Iteration 31Q: 3 clusters Score -8238553 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -8238592.500000 Penalty: 5539.165039
	Iteration 32Q: 3 clusters Score -8238592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -8238633.000000 Penalty: 5539.165039
	Iteration 33Q: 3 clusters Score -8238633 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -8238674.500000 Penalty: 5539.165039
	Iteration 34Q: 3 clusters Score -8238674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -8238705.000000 Penalty: 5539.165039
	Iteration 35Q: 3 clusters Score -8238705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -8238724.500000 Penalty: 5539.165039
	Iteration 36Q: 3 clusters Score -8238724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -8238739.500000 Penalty: 5539.165039
	Iteration 37Q: 3 clusters Score -8238740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8238745.000000 Penalty: 5539.165039
	Iteration 38Q: 3 clusters Score -8238745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -8238751.000000 Penalty: 5539.165039
	Iteration 39Q: 3 clusters Score -8238751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -8238771.500000 Penalty: 5539.165039
	Iteration 40F: 3 clusters Score -8238772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -8238777.500000 Penalty: 5539.165039
	Iteration 41Q: 3 clusters Score -8238778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8238786.000000 Penalty: 5539.165039
	Iteration 42Q: 3 clusters Score -8238786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -8238792.500000 Penalty: 5539.165039
	Iteration 43Q: 3 clusters Score -8238792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -8238810.500000 Penalty: 5539.165039
	Iteration 44Q: 3 clusters Score -8238810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -8238815.000000 Penalty: 5539.165039
	Iteration 45Q: 3 clusters Score -8238815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -8238831.500000 Penalty: 5539.165039
	Iteration 46Q: 3 clusters Score -8238832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -8238847.000000 Penalty: 5539.165039
	Iteration 47Q: 3 clusters Score -8238847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -8238848.000000 Penalty: 5539.165039
	Iteration 48Q: 3 clusters Score -8238848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -8238857.000000 Penalty: 5539.165039
	Iteration 49Q: 3 clusters Score -8238857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -8238861.500000 Penalty: 5539.165039
	Iteration 50Q: 3 clusters Score -8238862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -8238869.500000 Penalty: 5539.165039
	Iteration 51Q: 3 clusters Score -8238870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -8238879.500000 Penalty: 5539.165039
	Iteration 52Q: 3 clusters Score -8238880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -8238887.500000 Penalty: 5539.165039
	Iteration 53Q: 3 clusters Score -8238888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -8238881.000000 Penalty: 5539.165039
	Iteration 54Q: 3 clusters Score -8238881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -8238886.500000 Penalty: 5539.165039
	Iteration 55Q: 3 clusters Score -8238886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -8238895.000000 Penalty: 5539.165039
	Iteration 56Q: 3 clusters Score -8238895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -8238894.500000 Penalty: 5539.165039
	Iteration 57Q: 3 clusters Score -8238894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -8238905.000000 Penalty: 5539.165039
	Iteration 58Q: 3 clusters Score -8238905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -8238908.000000 Penalty: 5539.165039
	Iteration 59Q: 3 clusters Score -8238908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -8238904.500000 Penalty: 5539.165039
	Iteration 60F: 3 clusters Score -8238904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -8238912.000000 Penalty: 5539.165039
	Iteration 61Q: 3 clusters Score -8238912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -8238912.500000 Penalty: 5539.165039
	Iteration 62Q: 3 clusters Score -8238912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8238916.500000 Penalty: 5539.165039
	Iteration 63Q: 3 clusters Score -8238916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -8238909.000000 Penalty: 5539.165039
	Iteration 64Q: 3 clusters Score -8238909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -8238913.000000 Penalty: 5539.165039
	Iteration 65Q: 3 clusters Score -8238913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -8238920.000000 Penalty: 5539.165039
	Iteration 66Q: 3 clusters Score -8238920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -8238919.500000 Penalty: 5539.165039
	Iteration 67Q: 3 clusters Score -8238920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -8238922.000000 Penalty: 5539.165039
	Iteration 68Q: 3 clusters Score -8238922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -8238918.000000 Penalty: 5539.165039
	Iteration 69Q: 3 clusters Score -8238918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -8238918.500000 Penalty: 5539.165039
	Iteration 70Q: 3 clusters Score -8238918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -8238918.500000 Penalty: 5539.165039
	Iteration 71F: 3 clusters Score -8238918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -965802.875000 Penalty: 2241.867676
	Iteration 0F: 2 clusters Score -965802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -959130.750000 Penalty: 4483.735352
	Iteration 0F: 3 clusters Score -959130.8 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -961072.000000 Penalty: 4483.735352
	Iteration 1F: 3 clusters Score -961072 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -961441.937500 Penalty: 4483.735352
	Iteration 2F: 3 clusters Score -961441.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -961738.687500 Penalty: 4483.735352
	Iteration 3F: 3 clusters Score -961738.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -962013.937500 Penalty: 4483.735352
	Iteration 4F: 3 clusters Score -962013.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -962326.062500 Penalty: 4483.735352
	Iteration 5F: 3 clusters Score -962326.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -962700.125000 Penalty: 4483.735352
	Iteration 6F: 3 clusters Score -962700.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -963036.000000 Penalty: 4483.735352
	Iteration 7F: 3 clusters Score -963036 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -963278.875000 Penalty: 4483.735352
	Iteration 8Q: 3 clusters Score -963278.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -963473.625000 Penalty: 4483.735352
	Iteration 9Q: 3 clusters Score -963473.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -963633.750000 Penalty: 4483.735352
	Iteration 10Q: 3 clusters Score -963633.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -963746.125000 Penalty: 4483.735352
	Iteration 11Q: 3 clusters Score -963746.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -963827.375000 Penalty: 4483.735352
	Iteration 12Q: 3 clusters Score -963827.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -963891.562500 Penalty: 4483.735352
	Iteration 13Q: 3 clusters Score -963891.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -963947.375000 Penalty: 4483.735352
	Iteration 14Q: 3 clusters Score -963947.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -963981.562500 Penalty: 4483.735352
	Iteration 15Q: 3 clusters Score -963981.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -964010.000000 Penalty: 4483.735352
	Iteration 16Q: 3 clusters Score -964010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -964030.375000 Penalty: 4483.735352
	Iteration 17Q: 3 clusters Score -964030.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -964040.062500 Penalty: 4483.735352
	Iteration 18Q: 3 clusters Score -964040.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -964049.250000 Penalty: 4483.735352
	Iteration 19Q: 3 clusters Score -964049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -964058.187500 Penalty: 4483.735352
	Iteration 20F: 3 clusters Score -964058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -964061.125000 Penalty: 4483.735352
	Iteration 21Q: 3 clusters Score -964061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -964062.750000 Penalty: 4483.735352
	Iteration 22Q: 3 clusters Score -964062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -964066.062500 Penalty: 4483.735352
	Iteration 23Q: 3 clusters Score -964066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -964068.187500 Penalty: 4483.735352
	Iteration 24Q: 3 clusters Score -964068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -964072.312500 Penalty: 4483.735352
	Iteration 25Q: 3 clusters Score -964072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -964076.062500 Penalty: 4483.735352
	Iteration 26Q: 3 clusters Score -964076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -964075.875000 Penalty: 4483.735352
	Iteration 27Q: 3 clusters Score -964075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -964077.000000 Penalty: 4483.735352
	Iteration 28Q: 3 clusters Score -964077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -964077.812500 Penalty: 4483.735352
	Iteration 29Q: 3 clusters Score -964077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -964076.500000 Penalty: 4483.735352
	Iteration 30Q: 3 clusters Score -964076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -964076.500000 Penalty: 4483.735352
	Iteration 31F: 3 clusters Score -964076.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -215586.546875 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -215586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -212959.078125 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -212959.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213364.765625 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -213364.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -213473.953125 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -213474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213555.796875 Penalty: 3762.551270
	Iteration 3Q: 3 clusters Score -213555.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -213602.984375 Penalty: 3762.551270
	Iteration 4Q: 3 clusters Score -213603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213634.953125 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -213635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213655.281250 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -213655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213663.921875 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -213663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213669.312500 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -213669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213672.453125 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -213672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213675.109375 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -213675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -213675.984375 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -213676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213676.640625 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -213676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -213677.296875 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -213677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213677.640625 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -213677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213677.640625 Penalty: 3762.551270
	Iteration 15F: 3 clusters Score -213677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -61907.265625 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -61907.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60308.234375 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -60308.23 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60544.410156 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -60544.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60636.046875 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -60636.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60684.050781 Penalty: 3172.049805
	Iteration 3Q: 3 clusters Score -60684.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60703.644531 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -60703.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60713.660156 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -60713.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60719.878906 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -60719.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60719.878906 Penalty: 3172.049805
	Iteration 7F: 3 clusters Score -60719.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -874289.687500 Penalty: 2221.398682
	Iteration 0F: 2 clusters Score -874289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -868024.375000 Penalty: 4442.797363
	Iteration 0F: 3 clusters Score -868024.4 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -869785.875000 Penalty: 4442.797363
	Iteration 1F: 3 clusters Score -869785.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -869999.375000 Penalty: 4442.797363
	Iteration 2F: 3 clusters Score -869999.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -870128.812500 Penalty: 4442.797363
	Iteration 3Q: 3 clusters Score -870128.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -870253.375000 Penalty: 4442.797363
	Iteration 4Q: 3 clusters Score -870253.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -870340.062500 Penalty: 4442.797363
	Iteration 5Q: 3 clusters Score -870340.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -870414.375000 Penalty: 4442.797363
	Iteration 6Q: 3 clusters Score -870414.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -870485.062500 Penalty: 4442.797363
	Iteration 7Q: 3 clusters Score -870485.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -870557.437500 Penalty: 4442.797363
	Iteration 8Q: 3 clusters Score -870557.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -870636.187500 Penalty: 4442.797363
	Iteration 9Q: 3 clusters Score -870636.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -870716.187500 Penalty: 4442.797363
	Iteration 10Q: 3 clusters Score -870716.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -870782.062500 Penalty: 4442.797363
	Iteration 11Q: 3 clusters Score -870782.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -870863.437500 Penalty: 4442.797363
	Iteration 12Q: 3 clusters Score -870863.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -870949.812500 Penalty: 4442.797363
	Iteration 13Q: 3 clusters Score -870949.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -871058.812500 Penalty: 4442.797363
	Iteration 14Q: 3 clusters Score -871058.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -871186.750000 Penalty: 4442.797363
	Iteration 15Q: 3 clusters Score -871186.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -871330.000000 Penalty: 4442.797363
	Iteration 16Q: 3 clusters Score -871330 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -871483.312500 Penalty: 4442.797363
	Iteration 17Q: 3 clusters Score -871483.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -871649.125000 Penalty: 4442.797363
	Iteration 18Q: 3 clusters Score -871649.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -871783.125000 Penalty: 4442.797363
	Iteration 19Q: 3 clusters Score -871783.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -871907.687500 Penalty: 4442.797363
	Iteration 20F: 3 clusters Score -871907.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -872029.875000 Penalty: 4442.797363
	Iteration 21Q: 3 clusters Score -872029.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -872132.437500 Penalty: 4442.797363
	Iteration 22Q: 3 clusters Score -872132.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -872212.750000 Penalty: 4442.797363
	Iteration 23Q: 3 clusters Score -872212.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -872255.937500 Penalty: 4442.797363
	Iteration 24Q: 3 clusters Score -872255.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -872292.687500 Penalty: 4442.797363
	Iteration 25Q: 3 clusters Score -872292.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -872324.312500 Penalty: 4442.797363
	Iteration 26Q: 3 clusters Score -872324.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -872348.187500 Penalty: 4442.797363
	Iteration 27Q: 3 clusters Score -872348.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -872368.625000 Penalty: 4442.797363
	Iteration 28Q: 3 clusters Score -872368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -872390.750000 Penalty: 4442.797363
	Iteration 29Q: 3 clusters Score -872390.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -872405.562500 Penalty: 4442.797363
	Iteration 30Q: 3 clusters Score -872405.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -872416.687500 Penalty: 4442.797363
	Iteration 31Q: 3 clusters Score -872416.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -872426.375000 Penalty: 4442.797363
	Iteration 32Q: 3 clusters Score -872426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -872432.625000 Penalty: 4442.797363
	Iteration 33Q: 3 clusters Score -872432.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -872439.812500 Penalty: 4442.797363
	Iteration 34Q: 3 clusters Score -872439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -872442.562500 Penalty: 4442.797363
	Iteration 35Q: 3 clusters Score -872442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -872446.687500 Penalty: 4442.797363
	Iteration 36Q: 3 clusters Score -872446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -872451.187500 Penalty: 4442.797363
	Iteration 37Q: 3 clusters Score -872451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -872455.062500 Penalty: 4442.797363
	Iteration 38Q: 3 clusters Score -872455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -872456.500000 Penalty: 4442.797363
	Iteration 39Q: 3 clusters Score -872456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -872457.750000 Penalty: 4442.797363
	Iteration 40F: 3 clusters Score -872457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -872458.500000 Penalty: 4442.797363
	Iteration 41Q: 3 clusters Score -872458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -872459.250000 Penalty: 4442.797363
	Iteration 42Q: 3 clusters Score -872459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -872459.250000 Penalty: 4442.797363
	Iteration 43F: 3 clusters Score -872459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Entering Unmasked Estep 
Score: -2051453.000000 Penalty: 2425.290527
	Iteration 0F: 2 clusters Score -2051453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2038927.875000 Penalty: 4850.581055
	Iteration 0F: 3 clusters Score -2038928 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2043201.625000 Penalty: 4850.581055
	Iteration 1F: 3 clusters Score -2043202 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2043926.750000 Penalty: 4850.581055
	Iteration 2F: 3 clusters Score -2043927 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2044638.250000 Penalty: 4850.581055
	Iteration 3F: 3 clusters Score -2044638 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2045308.000000 Penalty: 4850.581055
	Iteration 4F: 3 clusters Score -2045308 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2045997.625000 Penalty: 4850.581055
	Iteration 5F: 3 clusters Score -2045998 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2046730.625000 Penalty: 4850.581055
	Iteration 6F: 3 clusters Score -2046731 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2047468.875000 Penalty: 4850.581055
	Iteration 7F: 3 clusters Score -2047469 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2048134.000000 Penalty: 4850.581055
	Iteration 8Q: 3 clusters Score -2048134 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2048641.625000 Penalty: 4850.581055
	Iteration 9Q: 3 clusters Score -2048642 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2048936.750000 Penalty: 4850.581055
	Iteration 10Q: 3 clusters Score -2048937 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2049116.750000 Penalty: 4850.581055
	Iteration 11Q: 3 clusters Score -2049117 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2049231.875000 Penalty: 4850.581055
	Iteration 12Q: 3 clusters Score -2049232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2049316.250000 Penalty: 4850.581055
	Iteration 13Q: 3 clusters Score -2049316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2049391.625000 Penalty: 4850.581055
	Iteration 14Q: 3 clusters Score -2049392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2049442.000000 Penalty: 4850.581055
	Iteration 15Q: 3 clusters Score -2049442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2049486.750000 Penalty: 4850.581055
	Iteration 16Q: 3 clusters Score -2049487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2049526.125000 Penalty: 4850.581055
	Iteration 17Q: 3 clusters Score -2049526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2049556.375000 Penalty: 4850.581055
	Iteration 18Q: 3 clusters Score -2049556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2049585.000000 Penalty: 4850.581055
	Iteration 19Q: 3 clusters Score -2049585 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2049604.375000 Penalty: 4850.581055
	Iteration 20F: 3 clusters Score -2049604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2049636.625000 Penalty: 4850.581055
	Iteration 21Q: 3 clusters Score -2049637 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2049664.875000 Penalty: 4850.581055
	Iteration 22Q: 3 clusters Score -2049665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2049683.875000 Penalty: 4850.581055
	Iteration 23Q: 3 clusters Score -2049684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2049715.875000 Penalty: 4850.581055
	Iteration 24Q: 3 clusters Score -2049716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2049731.625000 Penalty: 4850.581055
	Iteration 25Q: 3 clusters Score -2049732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2049749.500000 Penalty: 4850.581055
	Iteration 26Q: 3 clusters Score -2049750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2049773.250000 Penalty: 4850.581055
	Iteration 27Q: 3 clusters Score -2049773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2049807.500000 Penalty: 4850.581055
	Iteration 28Q: 3 clusters Score -2049808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2049823.125000 Penalty: 4850.581055
	Iteration 29Q: 3 clusters Score -2049823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2049837.125000 Penalty: 4850.581055
	Iteration 30Q: 3 clusters Score -2049837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2049854.000000 Penalty: 4850.581055
	Iteration 31Q: 3 clusters Score -2049854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2049880.875000 Penalty: 4850.581055
	Iteration 32Q: 3 clusters Score -2049881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2049902.000000 Penalty: 4850.581055
	Iteration 33Q: 3 clusters Score -2049902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2049921.500000 Penalty: 4850.581055
	Iteration 34Q: 3 clusters Score -2049922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2049950.750000 Penalty: 4850.581055
	Iteration 35Q: 3 clusters Score -2049951 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2049977.250000 Penalty: 4850.581055
	Iteration 36Q: 3 clusters Score -2049977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2049995.625000 Penalty: 4850.581055
	Iteration 37Q: 3 clusters Score -2049996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2050017.500000 Penalty: 4850.581055
	Iteration 38Q: 3 clusters Score -2050018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2050040.625000 Penalty: 4850.581055
	Iteration 39Q: 3 clusters Score -2050041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2050053.500000 Penalty: 4850.581055
	Iteration 40F: 3 clusters Score -2050054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2050068.875000 Penalty: 4850.581055
	Iteration 41Q: 3 clusters Score -2050069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2050080.875000 Penalty: 4850.581055
	Iteration 42Q: 3 clusters Score -2050081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2050093.000000 Penalty: 4850.581055
	Iteration 43Q: 3 clusters Score -2050093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2050099.750000 Penalty: 4850.581055
	Iteration 44Q: 3 clusters Score -2050100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2050103.875000 Penalty: 4850.581055
	Iteration 45Q: 3 clusters Score -2050104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2050113.500000 Penalty: 4850.581055
	Iteration 46Q: 3 clusters Score -2050114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2050119.750000 Penalty: 4850.581055
	Iteration 47Q: 3 clusters Score -2050120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2050120.500000 Penalty: 4850.581055
	Iteration 48Q: 3 clusters Score -2050120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2050125.250000 Penalty: 4850.581055
	Iteration 49Q: 3 clusters Score -2050125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2050129.875000 Penalty: 4850.581055
	Iteration 50Q: 3 clusters Score -2050130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2050139.625000 Penalty: 4850.581055
	Iteration 51Q: 3 clusters Score -2050140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2050141.375000 Penalty: 4850.581055
	Iteration 52Q: 3 clusters Score -2050141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2050148.875000 Penalty: 4850.581055
	Iteration 53Q: 3 clusters Score -2050149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2050153.875000 Penalty: 4850.581055
	Iteration 54Q: 3 clusters Score -2050154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2050153.625000 Penalty: 4850.581055
	Iteration 55Q: 3 clusters Score -2050154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2050159.375000 Penalty: 4850.581055
	Iteration 56Q: 3 clusters Score -2050159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2050164.500000 Penalty: 4850.581055
	Iteration 57Q: 3 clusters Score -2050164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2050166.375000 Penalty: 4850.581055
	Iteration 58Q: 3 clusters Score -2050166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2050166.875000 Penalty: 4850.581055
	Iteration 59Q: 3 clusters Score -2050167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2050173.125000 Penalty: 4850.581055
	Iteration 60F: 3 clusters Score -2050173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2050176.625000 Penalty: 4850.581055
	Iteration 61Q: 3 clusters Score -2050177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2050176.750000 Penalty: 4850.581055
	Iteration 62Q: 3 clusters Score -2050177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2050176.125000 Penalty: 4850.581055
	Iteration 63Q: 3 clusters Score -2050176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2050179.375000 Penalty: 4850.581055
	Iteration 64Q: 3 clusters Score -2050179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2050180.750000 Penalty: 4850.581055
	Iteration 65Q: 3 clusters Score -2050181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2050182.375000 Penalty: 4850.581055
	Iteration 66Q: 3 clusters Score -2050182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2050181.500000 Penalty: 4850.581055
	Iteration 67Q: 3 clusters Score -2050182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2050186.000000 Penalty: 4850.581055
	Iteration 68Q: 3 clusters Score -2050186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2050186.375000 Penalty: 4850.581055
	Iteration 69Q: 3 clusters Score -2050186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2050185.375000 Penalty: 4850.581055
	Iteration 70Q: 3 clusters Score -2050185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2050187.125000 Penalty: 4850.581055
	Iteration 71Q: 3 clusters Score -2050187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2050191.000000 Penalty: 4850.581055
	Iteration 72Q: 3 clusters Score -2050191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2050192.875000 Penalty: 4850.581055
	Iteration 73Q: 3 clusters Score -2050193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2050193.125000 Penalty: 4850.581055
	Iteration 74Q: 3 clusters Score -2050193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2050193.625000 Penalty: 4850.581055
	Iteration 75Q: 3 clusters Score -2050194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2050194.625000 Penalty: 4850.581055
	Iteration 76Q: 3 clusters Score -2050195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2050193.750000 Penalty: 4850.581055
	Iteration 77Q: 3 clusters Score -2050194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2050192.875000 Penalty: 4850.581055
	Iteration 78Q: 3 clusters Score -2050193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2050192.875000 Penalty: 4850.581055
	Iteration 79F: 3 clusters Score -2050193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -55002.277344 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -55002.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53452.371094 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -53452.37 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53659.886719 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -53659.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53722.488281 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -53722.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53740.472656 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -53740.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53753.062500 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53753.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53754.292969 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53754.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53755.667969 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53755.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53758.910156 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53758.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53762.796875 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53762.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53762.796875 Penalty: 3115.076416
	Iteration 9F: 3 clusters Score -53762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -217346.000000 Penalty: 1872.694336
	Iteration 0F: 2 clusters Score -217346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214784.078125 Penalty: 3745.388672
	Iteration 0F: 3 clusters Score -214784.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215216.515625 Penalty: 3745.388672
	Iteration 1F: 3 clusters Score -215216.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215330.000000 Penalty: 3745.388672
	Iteration 2F: 3 clusters Score -215330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215379.828125 Penalty: 3745.388672
	Iteration 3Q: 3 clusters Score -215379.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -215417.796875 Penalty: 3745.388672
	Iteration 4Q: 3 clusters Score -215417.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215442.578125 Penalty: 3745.388672
	Iteration 5Q: 3 clusters Score -215442.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -215465.406250 Penalty: 3745.388672
	Iteration 6Q: 3 clusters Score -215465.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215478.453125 Penalty: 3745.388672
	Iteration 7Q: 3 clusters Score -215478.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215490.078125 Penalty: 3745.388672
	Iteration 8Q: 3 clusters Score -215490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215492.781250 Penalty: 3745.388672
	Iteration 9Q: 3 clusters Score -215492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215496.734375 Penalty: 3745.388672
	Iteration 10Q: 3 clusters Score -215496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215499.703125 Penalty: 3745.388672
	Iteration 11Q: 3 clusters Score -215499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215504.500000 Penalty: 3745.388672
	Iteration 12Q: 3 clusters Score -215504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215508.078125 Penalty: 3745.388672
	Iteration 13Q: 3 clusters Score -215508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215510.609375 Penalty: 3745.388672
	Iteration 14Q: 3 clusters Score -215510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -215514.062500 Penalty: 3745.388672
	Iteration 15Q: 3 clusters Score -215514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215516.859375 Penalty: 3745.388672
	Iteration 16Q: 3 clusters Score -215516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215518.187500 Penalty: 3745.388672
	Iteration 17Q: 3 clusters Score -215518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215520.890625 Penalty: 3745.388672
	Iteration 18Q: 3 clusters Score -215520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215523.656250 Penalty: 3745.388672
	Iteration 19Q: 3 clusters Score -215523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215528.906250 Penalty: 3745.388672
	Iteration 20F: 3 clusters Score -215528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215535.859375 Penalty: 3745.388672
	Iteration 21Q: 3 clusters Score -215535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215540.437500 Penalty: 3745.388672
	Iteration 22Q: 3 clusters Score -215540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215544.328125 Penalty: 3745.388672
	Iteration 23Q: 3 clusters Score -215544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215544.703125 Penalty: 3745.388672
	Iteration 24Q: 3 clusters Score -215544.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215544.703125 Penalty: 3745.388672
	Iteration 25F: 3 clusters Score -215544.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -439902.312500 Penalty: 2058.777344
	Iteration 0F: 2 clusters Score -439902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -435938.437500 Penalty: 4117.554688
	Iteration 0F: 3 clusters Score -435938.4 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -436853.375000 Penalty: 4117.554688
	Iteration 1F: 3 clusters Score -436853.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -437100.000000 Penalty: 4117.554688
	Iteration 2F: 3 clusters Score -437100 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -437253.250000 Penalty: 4117.554688
	Iteration 3F: 3 clusters Score -437253.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -437390.312500 Penalty: 4117.554688
	Iteration 4Q: 3 clusters Score -437390.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -437555.843750 Penalty: 4117.554688
	Iteration 5Q: 3 clusters Score -437555.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -437759.437500 Penalty: 4117.554688
	Iteration 6Q: 3 clusters Score -437759.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -437987.406250 Penalty: 4117.554688
	Iteration 7Q: 3 clusters Score -437987.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -438202.187500 Penalty: 4117.554688
	Iteration 8Q: 3 clusters Score -438202.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -438421.375000 Penalty: 4117.554688
	Iteration 9Q: 3 clusters Score -438421.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -438639.187500 Penalty: 4117.554688
	Iteration 10Q: 3 clusters Score -438639.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438859.812500 Penalty: 4117.554688
	Iteration 11Q: 3 clusters Score -438859.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -439055.906250 Penalty: 4117.554688
	Iteration 12Q: 3 clusters Score -439055.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -439199.812500 Penalty: 4117.554688
	Iteration 13Q: 3 clusters Score -439199.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -439291.750000 Penalty: 4117.554688
	Iteration 14Q: 3 clusters Score -439291.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -439356.437500 Penalty: 4117.554688
	Iteration 15Q: 3 clusters Score -439356.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -439383.156250 Penalty: 4117.554688
	Iteration 16Q: 3 clusters Score -439383.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -439404.000000 Penalty: 4117.554688
	Iteration 17Q: 3 clusters Score -439404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -439414.406250 Penalty: 4117.554688
	Iteration 18Q: 3 clusters Score -439414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -439418.031250 Penalty: 4117.554688
	Iteration 19Q: 3 clusters Score -439418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -439418.750000 Penalty: 4117.554688
	Iteration 20F: 3 clusters Score -439418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8389.451172 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8389.451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7670.806641 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -7670.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -200254.171875 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -200254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197776.906250 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -197776.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198161.156250 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -198161.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -198278.093750 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -198278.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198339.437500 Penalty: 3700.117676
	Iteration 3Q: 3 clusters Score -198339.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198385.187500 Penalty: 3700.117676
	Iteration 4Q: 3 clusters Score -198385.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -198419.687500 Penalty: 3700.117676
	Iteration 5Q: 3 clusters Score -198419.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -198440.875000 Penalty: 3700.117676
	Iteration 6Q: 3 clusters Score -198440.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -198454.078125 Penalty: 3700.117676
	Iteration 7Q: 3 clusters Score -198454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -198464.000000 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -198464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -198471.953125 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -198472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -198473.968750 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -198474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -198476.312500 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -198476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -198478.843750 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -198478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198481.312500 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -198481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198482.359375 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -198482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -198485.625000 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -198485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -198490.031250 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -198490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -198491.875000 Penalty: 3700.117676
	Iteration 17Q: 3 clusters Score -198491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -198492.843750 Penalty: 3700.117676
	Iteration 18Q: 3 clusters Score -198492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -198493.984375 Penalty: 3700.117676
	Iteration 19Q: 3 clusters Score -198494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -198493.984375 Penalty: 3700.117676
	Iteration 20F: 3 clusters Score -198494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Entering Unmasked Estep 
Score: -2652578.250000 Penalty: 2487.218262
	Iteration 0F: 2 clusters Score -2652578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2636898.250000 Penalty: 4974.436523
	Iteration 0F: 3 clusters Score -2636898 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2642401.750000 Penalty: 4974.436523
	Iteration 1F: 3 clusters Score -2642402 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2642964.250000 Penalty: 4974.436523
	Iteration 2F: 3 clusters Score -2642964 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5116 members 
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Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4920 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4835 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4752 members 
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Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4582 members 
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Mstep: Class 1 contains 4502 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3713 members 
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Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3491 members 
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Mstep: Class 1 contains 3237 members 
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Mstep: Class 1 contains 3104 members 
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Mstep: Class 1 contains 2978 members 
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Mstep: Class 1 contains 2840 members 
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Mstep: Class 1 contains 2710 members 
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Mstep: Class 1 contains 2607 members 
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Mstep: Class 1 contains 2506 members 
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Mstep: Class 1 contains 2418 members 
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	Iteration 53Q: 3 clusters Score -2650295 nChanged 95
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	Iteration 54Q: 3 clusters Score -2650328 nChanged 88
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	Iteration 55Q: 3 clusters Score -2650359 nChanged 81
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Mstep: Class 1 contains 2079 members 
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	Iteration 58Q: 3 clusters Score -2650443 nChanged 66
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Mstep: Class 1 contains 1882 members 
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	Iteration 60F: 3 clusters Score -2650475 nChanged 59
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Mstep: Class 1 contains 1823 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2650494 nChanged 41
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Mstep: Class 1 contains 1738 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2650523 nChanged 26
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Mstep: Class 1 contains 1692 members 
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Mstep: Class 1 contains 1670 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2650530 nChanged 13
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Mstep: Class 1 contains 1657 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2650540 nChanged 11
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Mstep: Class 1 contains 1646 members 
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	Iteration 69Q: 3 clusters Score -2650540 nChanged 13
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2650546 nChanged 15
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	Iteration 71Q: 3 clusters Score -2650546 nChanged 18
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Mstep: Class 1 contains 1600 members 
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	Iteration 72Q: 3 clusters Score -2650548 nChanged 14
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	Iteration 73Q: 3 clusters Score -2650554 nChanged 16
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Mstep: Class 1 contains 1536 members 
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Mstep: Class 1 contains 1523 members 
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	Iteration 79Q: 3 clusters Score -2650569 nChanged 8
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	Iteration 80F: 3 clusters Score -2650571 nChanged 9
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Mstep: Class 1 contains 1498 members 
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	Iteration 85Q: 3 clusters Score -2650590 nChanged 7
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	Iteration 86Q: 3 clusters Score -2650588 nChanged 12
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	Iteration 89Q: 3 clusters Score -2650599 nChanged 8
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	Iteration 90Q: 3 clusters Score -2650598 nChanged 8
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	Iteration 92Q: 3 clusters Score -2650604 nChanged 17
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	Iteration 93Q: 3 clusters Score -2650611 nChanged 11
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	Iteration 94Q: 3 clusters Score -2650610 nChanged 13
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Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2650613.250000 Penalty: 4974.436523
	Iteration 96Q: 3 clusters Score -2650613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2650613.750000 Penalty: 4974.436523
	Iteration 97Q: 3 clusters Score -2650614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2650612.250000 Penalty: 4974.436523
	Iteration 98Q: 3 clusters Score -2650612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2650616.250000 Penalty: 4974.436523
	Iteration 99Q: 3 clusters Score -2650616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2650614.000000 Penalty: 4974.436523
	Iteration 100F: 3 clusters Score -2650614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2650620.000000 Penalty: 4974.436523
	Iteration 101Q: 3 clusters Score -2650620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2650620.750000 Penalty: 4974.436523
	Iteration 102Q: 3 clusters Score -2650621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2650623.000000 Penalty: 4974.436523
	Iteration 103Q: 3 clusters Score -2650623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2650631.750000 Penalty: 4974.436523
	Iteration 104Q: 3 clusters Score -2650632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2650632.000000 Penalty: 4974.436523
	Iteration 105Q: 3 clusters Score -2650632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2650632.000000 Penalty: 4974.436523
	Iteration 106Q: 3 clusters Score -2650632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2650633.750000 Penalty: 4974.436523
	Iteration 107Q: 3 clusters Score -2650634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2650636.500000 Penalty: 4974.436523
	Iteration 108Q: 3 clusters Score -2650636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2650635.750000 Penalty: 4974.436523
	Iteration 109Q: 3 clusters Score -2650636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2650635.750000 Penalty: 4974.436523
	Iteration 110F: 3 clusters Score -2650636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -134435.140625 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -134435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132327.234375 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -132327.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133017.703125 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -133017.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -133680.500000 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -133680.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134436.765625 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -134436.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -135305.500000 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -135305.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -136004.156250 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -136004.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136919.687500 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -136919.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137117.562500 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -137117.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -137193.234375 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -137193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137330.406250 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -137330.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -137694.843750 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -137694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138034.640625 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -138034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138034.640625 Penalty: 3601.567627
	Iteration 12F: 3 clusters Score -138034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320206 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169662 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36959 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 14399 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Entering Unmasked Estep 
Score: -114676448.000000 Penalty: 96052.718750
Splitting cluster 17 changes total score from -114674464.000000 to -114676448.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (63799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Entering Unmasked Estep 
Score: -7450369.500000 Penalty: 2743.746094
	Iteration 0F: 2 clusters Score -7450370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -7407715.500000 Penalty: 5487.492188
	Iteration 0F: 3 clusters Score -7407716 nChanged 29628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -7423932.000000 Penalty: 5487.492188
	Iteration 1F: 3 clusters Score -7423932 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -7424476.500000 Penalty: 5487.492188
	Iteration 2Q: 3 clusters Score -7424476 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7425086.500000 Penalty: 5487.492188
	Iteration 3Q: 3 clusters Score -7425086 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -7425524.500000 Penalty: 5487.492188
	Iteration 4Q: 3 clusters Score -7425524 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7426021.000000 Penalty: 5487.492188
	Iteration 5Q: 3 clusters Score -7426021 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7426546.500000 Penalty: 5487.492188
	Iteration 6Q: 3 clusters Score -7426546 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7427256.500000 Penalty: 5487.492188
	Iteration 7Q: 3 clusters Score -7427256 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7428111.000000 Penalty: 5487.492188
	Iteration 8Q: 3 clusters Score -7428111 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -7429173.000000 Penalty: 5487.492188
	Iteration 9Q: 3 clusters Score -7429173 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -7430613.000000 Penalty: 5487.492188
	Iteration 10Q: 3 clusters Score -7430613 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -7432621.000000 Penalty: 5487.492188
	Iteration 11Q: 3 clusters Score -7432621 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -7435118.500000 Penalty: 5487.492188
	Iteration 12F: 3 clusters Score -7435118 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7437578.500000 Penalty: 5487.492188
	Iteration 13F: 3 clusters Score -7437578 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -7439617.500000 Penalty: 5487.492188
	Iteration 14Q: 3 clusters Score -7439618 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -7440700.500000 Penalty: 5487.492188
	Iteration 15Q: 3 clusters Score -7440700 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -7441314.500000 Penalty: 5487.492188
	Iteration 16Q: 3 clusters Score -7441314 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -7441733.500000 Penalty: 5487.492188
	Iteration 17Q: 3 clusters Score -7441734 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -7442031.000000 Penalty: 5487.492188
	Iteration 18Q: 3 clusters Score -7442031 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -7442321.000000 Penalty: 5487.492188
	Iteration 19Q: 3 clusters Score -7442321 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -7442579.500000 Penalty: 5487.492188
	Iteration 20F: 3 clusters Score -7442580 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -7442809.500000 Penalty: 5487.492188
	Iteration 21Q: 3 clusters Score -7442810 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -7443063.000000 Penalty: 5487.492188
	Iteration 22Q: 3 clusters Score -7443063 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -7443277.000000 Penalty: 5487.492188
	Iteration 23Q: 3 clusters Score -7443277 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -7443539.000000 Penalty: 5487.492188
	Iteration 24Q: 3 clusters Score -7443539 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -7443729.500000 Penalty: 5487.492188
	Iteration 25Q: 3 clusters Score -7443730 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -7443940.000000 Penalty: 5487.492188
	Iteration 26Q: 3 clusters Score -7443940 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -7444144.000000 Penalty: 5487.492188
	Iteration 27Q: 3 clusters Score -7444144 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -7444288.500000 Penalty: 5487.492188
	Iteration 28Q: 3 clusters Score -7444288 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -7444445.000000 Penalty: 5487.492188
	Iteration 29Q: 3 clusters Score -7444445 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -7444607.000000 Penalty: 5487.492188
	Iteration 30Q: 3 clusters Score -7444607 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -7444758.500000 Penalty: 5487.492188
	Iteration 31Q: 3 clusters Score -7444758 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -7444975.500000 Penalty: 5487.492188
	Iteration 32Q: 3 clusters Score -7444976 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -7445098.500000 Penalty: 5487.492188
	Iteration 33Q: 3 clusters Score -7445098 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -7445257.000000 Penalty: 5487.492188
	Iteration 34Q: 3 clusters Score -7445257 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -7445358.000000 Penalty: 5487.492188
	Iteration 35Q: 3 clusters Score -7445358 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -7445560.000000 Penalty: 5487.492188
	Iteration 36Q: 3 clusters Score -7445560 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -7445791.000000 Penalty: 5487.492188
	Iteration 37Q: 3 clusters Score -7445791 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7445975.500000 Penalty: 5487.492188
	Iteration 38Q: 3 clusters Score -7445976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -7446145.000000 Penalty: 5487.492188
	Iteration 39Q: 3 clusters Score -7446145 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -7446313.500000 Penalty: 5487.492188
	Iteration 40F: 3 clusters Score -7446314 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7446490.000000 Penalty: 5487.492188
	Iteration 41Q: 3 clusters Score -7446490 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7446667.000000 Penalty: 5487.492188
	Iteration 42Q: 3 clusters Score -7446667 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7446819.000000 Penalty: 5487.492188
	Iteration 43Q: 3 clusters Score -7446819 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7446934.500000 Penalty: 5487.492188
	Iteration 44Q: 3 clusters Score -7446934 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7447026.500000 Penalty: 5487.492188
	Iteration 45Q: 3 clusters Score -7447026 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7447140.000000 Penalty: 5487.492188
	Iteration 46Q: 3 clusters Score -7447140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7447225.500000 Penalty: 5487.492188
	Iteration 47Q: 3 clusters Score -7447226 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7447320.500000 Penalty: 5487.492188
	Iteration 48Q: 3 clusters Score -7447320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7447402.000000 Penalty: 5487.492188
	Iteration 49Q: 3 clusters Score -7447402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7447470.000000 Penalty: 5487.492188
	Iteration 50Q: 3 clusters Score -7447470 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7447534.000000 Penalty: 5487.492188
	Iteration 51Q: 3 clusters Score -7447534 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7447600.500000 Penalty: 5487.492188
	Iteration 52Q: 3 clusters Score -7447600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7447655.500000 Penalty: 5487.492188
	Iteration 53Q: 3 clusters Score -7447656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7447700.500000 Penalty: 5487.492188
	Iteration 54Q: 3 clusters Score -7447700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7447757.000000 Penalty: 5487.492188
	Iteration 55Q: 3 clusters Score -7447757 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7447806.000000 Penalty: 5487.492188
	Iteration 56Q: 3 clusters Score -7447806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7447835.500000 Penalty: 5487.492188
	Iteration 57Q: 3 clusters Score -7447836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7447848.500000 Penalty: 5487.492188
	Iteration 58Q: 3 clusters Score -7447848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7447871.500000 Penalty: 5487.492188
	Iteration 59Q: 3 clusters Score -7447872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7447887.000000 Penalty: 5487.492188
	Iteration 60F: 3 clusters Score -7447887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7447892.000000 Penalty: 5487.492188
	Iteration 61Q: 3 clusters Score -7447892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7447908.500000 Penalty: 5487.492188
	Iteration 62Q: 3 clusters Score -7447908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7447922.000000 Penalty: 5487.492188
	Iteration 63Q: 3 clusters Score -7447922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7447942.000000 Penalty: 5487.492188
	Iteration 64Q: 3 clusters Score -7447942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7447953.500000 Penalty: 5487.492188
	Iteration 65Q: 3 clusters Score -7447954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7447962.500000 Penalty: 5487.492188
	Iteration 66Q: 3 clusters Score -7447962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7447986.500000 Penalty: 5487.492188
	Iteration 67Q: 3 clusters Score -7447986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7448031.500000 Penalty: 5487.492188
	Iteration 68Q: 3 clusters Score -7448032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7448055.000000 Penalty: 5487.492188
	Iteration 69Q: 3 clusters Score -7448055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7448054.000000 Penalty: 5487.492188
	Iteration 70Q: 3 clusters Score -7448054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7448062.500000 Penalty: 5487.492188
	Iteration 71Q: 3 clusters Score -7448062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7448061.000000 Penalty: 5487.492188
	Iteration 72Q: 3 clusters Score -7448061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7448068.000000 Penalty: 5487.492188
	Iteration 73Q: 3 clusters Score -7448068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7448066.500000 Penalty: 5487.492188
	Iteration 74Q: 3 clusters Score -7448066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7448073.000000 Penalty: 5487.492188
	Iteration 75Q: 3 clusters Score -7448073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7448071.000000 Penalty: 5487.492188
	Iteration 76Q: 3 clusters Score -7448071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7448078.000000 Penalty: 5487.492188
	Iteration 77Q: 3 clusters Score -7448078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7448075.000000 Penalty: 5487.492188
	Iteration 78Q: 3 clusters Score -7448075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7448079.500000 Penalty: 5487.492188
	Iteration 79Q: 3 clusters Score -7448080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7448071.500000 Penalty: 5487.492188
	Iteration 80F: 3 clusters Score -7448072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7448080.500000 Penalty: 5487.492188
	Iteration 81Q: 3 clusters Score -7448080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7448075.000000 Penalty: 5487.492188
	Iteration 82Q: 3 clusters Score -7448075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7448075.000000 Penalty: 5487.492188
	Iteration 83F: 3 clusters Score -7448075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Entering Unmasked Estep 
Score: -3682218.500000 Penalty: 2578.492188
	Iteration 0F: 2 clusters Score -3682218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3659951.750000 Penalty: 5156.984375
	Iteration 0F: 3 clusters Score -3659952 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3667875.000000 Penalty: 5156.984375
	Iteration 1F: 3 clusters Score -3667875 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3668247.000000 Penalty: 5156.984375
	Iteration 2Q: 3 clusters Score -3668247 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3668598.750000 Penalty: 5156.984375
	Iteration 3Q: 3 clusters Score -3668599 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3668893.000000 Penalty: 5156.984375
	Iteration 4Q: 3 clusters Score -3668893 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3669254.000000 Penalty: 5156.984375
	Iteration 5Q: 3 clusters Score -3669254 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3669626.000000 Penalty: 5156.984375
	Iteration 6Q: 3 clusters Score -3669626 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3670114.500000 Penalty: 5156.984375
	Iteration 7Q: 3 clusters Score -3670114 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3670784.750000 Penalty: 5156.984375
	Iteration 8Q: 3 clusters Score -3670785 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3671750.000000 Penalty: 5156.984375
	Iteration 9F: 3 clusters Score -3671750 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3672971.500000 Penalty: 5156.984375
	Iteration 10F: 3 clusters Score -3672972 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3674525.750000 Penalty: 5156.984375
	Iteration 11F: 3 clusters Score -3674526 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3676124.750000 Penalty: 5156.984375
	Iteration 12F: 3 clusters Score -3676125 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3677578.500000 Penalty: 5156.984375
	Iteration 13Q: 3 clusters Score -3677578 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3678700.500000 Penalty: 5156.984375
	Iteration 14Q: 3 clusters Score -3678700 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3679393.000000 Penalty: 5156.984375
	Iteration 15Q: 3 clusters Score -3679393 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3679734.750000 Penalty: 5156.984375
	Iteration 16Q: 3 clusters Score -3679735 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3679927.750000 Penalty: 5156.984375
	Iteration 17Q: 3 clusters Score -3679928 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3680030.250000 Penalty: 5156.984375
	Iteration 18Q: 3 clusters Score -3680030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3680079.250000 Penalty: 5156.984375
	Iteration 19Q: 3 clusters Score -3680079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3680117.250000 Penalty: 5156.984375
	Iteration 20F: 3 clusters Score -3680117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3680144.250000 Penalty: 5156.984375
	Iteration 21Q: 3 clusters Score -3680144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3680158.250000 Penalty: 5156.984375
	Iteration 22Q: 3 clusters Score -3680158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -3680170.250000 Penalty: 5156.984375
	Iteration 23Q: 3 clusters Score -3680170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3680193.000000 Penalty: 5156.984375
	Iteration 24Q: 3 clusters Score -3680193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3680204.750000 Penalty: 5156.984375
	Iteration 25Q: 3 clusters Score -3680205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3680209.250000 Penalty: 5156.984375
	Iteration 26Q: 3 clusters Score -3680209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3680213.500000 Penalty: 5156.984375
	Iteration 27Q: 3 clusters Score -3680214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -3680223.500000 Penalty: 5156.984375
	Iteration 28Q: 3 clusters Score -3680224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3680229.000000 Penalty: 5156.984375
	Iteration 29Q: 3 clusters Score -3680229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -3680231.250000 Penalty: 5156.984375
	Iteration 30Q: 3 clusters Score -3680231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3680243.250000 Penalty: 5156.984375
	Iteration 31Q: 3 clusters Score -3680243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -3680239.750000 Penalty: 5156.984375
	Iteration 32Q: 3 clusters Score -3680240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3680241.250000 Penalty: 5156.984375
	Iteration 33Q: 3 clusters Score -3680241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3680246.750000 Penalty: 5156.984375
	Iteration 34Q: 3 clusters Score -3680247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3680255.500000 Penalty: 5156.984375
	Iteration 35Q: 3 clusters Score -3680256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3680260.250000 Penalty: 5156.984375
	Iteration 36Q: 3 clusters Score -3680260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3680257.500000 Penalty: 5156.984375
	Iteration 37Q: 3 clusters Score -3680258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3680264.250000 Penalty: 5156.984375
	Iteration 38Q: 3 clusters Score -3680264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3680265.500000 Penalty: 5156.984375
	Iteration 39Q: 3 clusters Score -3680266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3680270.250000 Penalty: 5156.984375
	Iteration 40F: 3 clusters Score -3680270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3680274.500000 Penalty: 5156.984375
	Iteration 41Q: 3 clusters Score -3680274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3680273.500000 Penalty: 5156.984375
	Iteration 42Q: 3 clusters Score -3680274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3680273.500000 Penalty: 5156.984375
	Iteration 43F: 3 clusters Score -3680274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -14543607.000000 Penalty: 2912.861328
	Iteration 0F: 2 clusters Score -1.454361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -14459283.000000 Penalty: 5825.722656
	Iteration 0F: 3 clusters Score -1.445928e+07 nChanged 60146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -14493762.000000 Penalty: 5825.722656
	Iteration 1F: 3 clusters Score -1.449376e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -14494790.000000 Penalty: 5825.722656
	Iteration 2Q: 3 clusters Score -1.449479e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -14495835.000000 Penalty: 5825.722656
	Iteration 3Q: 3 clusters Score -1.449584e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -14497404.000000 Penalty: 5825.722656
	Iteration 4Q: 3 clusters Score -1.44974e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -14499597.000000 Penalty: 5825.722656
	Iteration 5Q: 3 clusters Score -1.44996e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -14502510.000000 Penalty: 5825.722656
	Iteration 6Q: 3 clusters Score -1.450251e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -14506523.000000 Penalty: 5825.722656
	Iteration 7F: 3 clusters Score -1.450652e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -14511306.000000 Penalty: 5825.722656
	Iteration 8F: 3 clusters Score -1.451131e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -14516381.000000 Penalty: 5825.722656
	Iteration 9F: 3 clusters Score -1.451638e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -14520450.000000 Penalty: 5825.722656
	Iteration 10F: 3 clusters Score -1.452045e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -14523490.000000 Penalty: 5825.722656
	Iteration 11Q: 3 clusters Score -1.452349e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -14525913.000000 Penalty: 5825.722656
	Iteration 12Q: 3 clusters Score -1.452591e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -14527963.000000 Penalty: 5825.722656
	Iteration 13Q: 3 clusters Score -1.452796e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -14529675.000000 Penalty: 5825.722656
	Iteration 14Q: 3 clusters Score -1.452968e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -14531327.000000 Penalty: 5825.722656
	Iteration 15Q: 3 clusters Score -1.453133e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -14532876.000000 Penalty: 5825.722656
	Iteration 16Q: 3 clusters Score -1.453288e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -14534434.000000 Penalty: 5825.722656
	Iteration 17Q: 3 clusters Score -1.453443e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -14535852.000000 Penalty: 5825.722656
	Iteration 18Q: 3 clusters Score -1.453585e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117764 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -14537103.000000 Penalty: 5825.722656
	Iteration 19Q: 3 clusters Score -1.45371e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -14538179.000000 Penalty: 5825.722656
	Iteration 20F: 3 clusters Score -1.453818e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -14539077.000000 Penalty: 5825.722656
	Iteration 21Q: 3 clusters Score -1.453908e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -14539702.000000 Penalty: 5825.722656
	Iteration 22Q: 3 clusters Score -1.45397e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -14540142.000000 Penalty: 5825.722656
	Iteration 23Q: 3 clusters Score -1.454014e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123899 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14540444.000000 Penalty: 5825.722656
	Iteration 24Q: 3 clusters Score -1.454044e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -14540620.000000 Penalty: 5825.722656
	Iteration 25Q: 3 clusters Score -1.454062e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14540764.000000 Penalty: 5825.722656
	Iteration 26Q: 3 clusters Score -1.454076e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14540896.000000 Penalty: 5825.722656
	Iteration 27Q: 3 clusters Score -1.45409e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14540966.000000 Penalty: 5825.722656
	Iteration 28Q: 3 clusters Score -1.454097e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14541008.000000 Penalty: 5825.722656
	Iteration 29Q: 3 clusters Score -1.454101e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14541060.000000 Penalty: 5825.722656
	Iteration 30Q: 3 clusters Score -1.454106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125184 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14541075.000000 Penalty: 5825.722656
	Iteration 31Q: 3 clusters Score -1.454108e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125223 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14541080.000000 Penalty: 5825.722656
	Iteration 32Q: 3 clusters Score -1.454108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14541075.000000 Penalty: 5825.722656
	Iteration 33Q: 3 clusters Score -1.454108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14541108.000000 Penalty: 5825.722656
	Iteration 34Q: 3 clusters Score -1.454111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14541105.000000 Penalty: 5825.722656
	Iteration 35Q: 3 clusters Score -1.45411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14541113.000000 Penalty: 5825.722656
	Iteration 36Q: 3 clusters Score -1.454111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14541142.000000 Penalty: 5825.722656
	Iteration 37Q: 3 clusters Score -1.454114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14541146.000000 Penalty: 5825.722656
	Iteration 38Q: 3 clusters Score -1.454115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14541141.000000 Penalty: 5825.722656
	Iteration 39Q: 3 clusters Score -1.454114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14541149.000000 Penalty: 5825.722656
	Iteration 40F: 3 clusters Score -1.454115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125335 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14541156.000000 Penalty: 5825.722656
	Iteration 41Q: 3 clusters Score -1.454116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125340 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14541161.000000 Penalty: 5825.722656
	Iteration 42Q: 3 clusters Score -1.454116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125347 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14541161.000000 Penalty: 5825.722656
	Iteration 43Q: 3 clusters Score -1.454116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14541168.000000 Penalty: 5825.722656
	Iteration 44Q: 3 clusters Score -1.454117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125360 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14541176.000000 Penalty: 5825.722656
	Iteration 45Q: 3 clusters Score -1.454118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -14541186.000000 Penalty: 5825.722656
	Iteration 46Q: 3 clusters Score -1.454119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14541183.000000 Penalty: 5825.722656
	Iteration 47Q: 3 clusters Score -1.454118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14541191.000000 Penalty: 5825.722656
	Iteration 48Q: 3 clusters Score -1.454119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14541199.000000 Penalty: 5825.722656
	Iteration 49Q: 3 clusters Score -1.45412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -14541195.000000 Penalty: 5825.722656
	Iteration 50Q: 3 clusters Score -1.45412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14541200.000000 Penalty: 5825.722656
	Iteration 51Q: 3 clusters Score -1.45412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125393 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14541217.000000 Penalty: 5825.722656
	Iteration 52Q: 3 clusters Score -1.454122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125393 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14541214.000000 Penalty: 5825.722656
	Iteration 53Q: 3 clusters Score -1.454121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14541214.000000 Penalty: 5825.722656
	Iteration 54Q: 3 clusters Score -1.454121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125397 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14541213.000000 Penalty: 5825.722656
	Iteration 55Q: 3 clusters Score -1.454121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14541213.000000 Penalty: 5825.722656
	Iteration 56Q: 3 clusters Score -1.454121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125403 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14541220.000000 Penalty: 5825.722656
	Iteration 57Q: 3 clusters Score -1.454122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14541212.000000 Penalty: 5825.722656
	Iteration 58Q: 3 clusters Score -1.454121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14541216.000000 Penalty: 5825.722656
	Iteration 59Q: 3 clusters Score -1.454122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14541211.000000 Penalty: 5825.722656
	Iteration 60F: 3 clusters Score -1.454121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125411 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14541207.000000 Penalty: 5825.722656
	Iteration 61Q: 3 clusters Score -1.454121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14541201.000000 Penalty: 5825.722656
	Iteration 62Q: 3 clusters Score -1.45412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14541215.000000 Penalty: 5825.722656
	Iteration 63Q: 3 clusters Score -1.454122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14541210.000000 Penalty: 5825.722656
	Iteration 64Q: 3 clusters Score -1.454121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14541217.000000 Penalty: 5825.722656
	Iteration 65Q: 3 clusters Score -1.454122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14541217.000000 Penalty: 5825.722656
	Iteration 66Q: 3 clusters Score -1.454122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125415 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14541214.000000 Penalty: 5825.722656
	Iteration 67Q: 3 clusters Score -1.454121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14541226.000000 Penalty: 5825.722656
	Iteration 68Q: 3 clusters Score -1.454123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14541226.000000 Penalty: 5825.722656
	Iteration 69F: 3 clusters Score -1.454123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -55435.718750 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -55435.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53893.886719 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -53893.89 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54070.765625 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -54070.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54132.468750 Penalty: 3141.306641
	Iteration 2Q: 3 clusters Score -54132.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54184.851562 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -54184.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54212.730469 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -54212.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54243.710938 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -54243.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54279.152344 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -54279.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54318.964844 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -54318.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54353.871094 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -54353.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54370.238281 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -54370.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54387.890625 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -54387.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54433.226562 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -54433.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54501.402344 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -54501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54585.539062 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -54585.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54687.015625 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -54687.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54758.640625 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -54758.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54844.695312 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -54844.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54903.089844 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -54903.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54920.363281 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -54920.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54937.761719 Penalty: 3141.306641
	Iteration 19Q: 3 clusters Score -54937.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54967.019531 Penalty: 3141.306641
	Iteration 20F: 3 clusters Score -54967.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55046.406250 Penalty: 3141.306641
	Iteration 21Q: 3 clusters Score -55046.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55106.089844 Penalty: 3141.306641
	Iteration 22Q: 3 clusters Score -55106.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55142.621094 Penalty: 3141.306641
	Iteration 23Q: 3 clusters Score -55142.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55154.375000 Penalty: 3141.306641
	Iteration 24Q: 3 clusters Score -55154.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55156.226562 Penalty: 3141.306641
	Iteration 25Q: 3 clusters Score -55156.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55158.914062 Penalty: 3141.306641
	Iteration 26Q: 3 clusters Score -55158.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55158.914062 Penalty: 3141.306641
	Iteration 27F: 3 clusters Score -55158.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169662 members 
Entering Unmasked Estep 
Score: -19502110.000000 Penalty: 2986.307617
	Iteration 0F: 2 clusters Score -1.950211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -19390268.000000 Penalty: 5972.615234
	Iteration 0F: 3 clusters Score -1.939027e+07 nChanged 81187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -19437708.000000 Penalty: 5972.615234
	Iteration 1F: 3 clusters Score -1.943771e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -19438784.000000 Penalty: 5972.615234
	Iteration 2Q: 3 clusters Score -1.943878e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -19440412.000000 Penalty: 5972.615234
	Iteration 3Q: 3 clusters Score -1.944041e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -19443498.000000 Penalty: 5972.615234
	Iteration 4Q: 3 clusters Score -1.94435e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -19449232.000000 Penalty: 5972.615234
	Iteration 5F: 3 clusters Score -1.944923e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125958 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -19459208.000000 Penalty: 5972.615234
	Iteration 6F: 3 clusters Score -1.945921e+07 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -19473180.000000 Penalty: 5972.615234
	Iteration 7F: 3 clusters Score -1.947318e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154742 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -19486388.000000 Penalty: 5972.615234
	Iteration 8F: 3 clusters Score -1.948639e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -19494504.000000 Penalty: 5972.615234
	Iteration 9F: 3 clusters Score -1.94945e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167614 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19497696.000000 Penalty: 5972.615234
	Iteration 10Q: 3 clusters Score -1.94977e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168928 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19498850.000000 Penalty: 5972.615234
	Iteration 11Q: 3 clusters Score -1.949885e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19499220.000000 Penalty: 5972.615234
	Iteration 12Q: 3 clusters Score -1.949922e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19499332.000000 Penalty: 5972.615234
	Iteration 13Q: 3 clusters Score -1.949933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19499392.000000 Penalty: 5972.615234
	Iteration 14Q: 3 clusters Score -1.949939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19499422.000000 Penalty: 5972.615234
	Iteration 15Q: 3 clusters Score -1.949942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19499438.000000 Penalty: 5972.615234
	Iteration 16Q: 3 clusters Score -1.949944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19499480.000000 Penalty: 5972.615234
	Iteration 17Q: 3 clusters Score -1.949948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19499502.000000 Penalty: 5972.615234
	Iteration 18Q: 3 clusters Score -1.94995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19499530.000000 Penalty: 5972.615234
	Iteration 19Q: 3 clusters Score -1.949953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19499542.000000 Penalty: 5972.615234
	Iteration 20F: 3 clusters Score -1.949954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19499554.000000 Penalty: 5972.615234
	Iteration 21Q: 3 clusters Score -1.949955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19499564.000000 Penalty: 5972.615234
	Iteration 22Q: 3 clusters Score -1.949956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169439 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19499550.000000 Penalty: 5972.615234
	Iteration 23Q: 3 clusters Score -1.949955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19499572.000000 Penalty: 5972.615234
	Iteration 24Q: 3 clusters Score -1.949957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19499576.000000 Penalty: 5972.615234
	Iteration 25Q: 3 clusters Score -1.949958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19499582.000000 Penalty: 5972.615234
	Iteration 26Q: 3 clusters Score -1.949958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19499582.000000 Penalty: 5972.615234
	Iteration 27Q: 3 clusters Score -1.949958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19499582.000000 Penalty: 5972.615234
	Iteration 28F: 3 clusters Score -1.949958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -65582.375000 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -65582.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63951.097656 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -63951.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64119.101562 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -64119.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64198.433594 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -64198.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64290.609375 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -64290.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64397.593750 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -64397.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64515.574219 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -64515.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64591.976562 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -64591.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64655.464844 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -64655.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64682.085938 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -64682.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64708.851562 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -64708.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64731.148438 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -64731.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64738.121094 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -64738.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64740.140625 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -64740.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64740.140625 Penalty: 3178.630371
	Iteration 13F: 3 clusters Score -64740.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Entering Unmasked Estep 
Score: -4330216.000000 Penalty: 2608.355957
	Iteration 0F: 2 clusters Score -4330216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4305130.000000 Penalty: 5216.711914
	Iteration 0F: 3 clusters Score -4305130 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4314417.500000 Penalty: 5216.711914
	Iteration 1F: 3 clusters Score -4314418 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4314886.000000 Penalty: 5216.711914
	Iteration 2Q: 3 clusters Score -4314886 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4315303.500000 Penalty: 5216.711914
	Iteration 3Q: 3 clusters Score -4315304 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4315782.500000 Penalty: 5216.711914
	Iteration 4Q: 3 clusters Score -4315782 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4316316.500000 Penalty: 5216.711914
	Iteration 5Q: 3 clusters Score -4316316 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4317051.500000 Penalty: 5216.711914
	Iteration 6Q: 3 clusters Score -4317052 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4318068.000000 Penalty: 5216.711914
	Iteration 7Q: 3 clusters Score -4318068 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4319444.000000 Penalty: 5216.711914
	Iteration 8F: 3 clusters Score -4319444 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4321203.500000 Penalty: 5216.711914
	Iteration 9F: 3 clusters Score -4321204 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4323146.500000 Penalty: 5216.711914
	Iteration 10F: 3 clusters Score -4323146 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4324950.500000 Penalty: 5216.711914
	Iteration 11F: 3 clusters Score -4324950 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4326279.500000 Penalty: 5216.711914
	Iteration 12Q: 3 clusters Score -4326280 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4327054.000000 Penalty: 5216.711914
	Iteration 13Q: 3 clusters Score -4327054 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4327441.500000 Penalty: 5216.711914
	Iteration 14Q: 3 clusters Score -4327442 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4327645.500000 Penalty: 5216.711914
	Iteration 15Q: 3 clusters Score -4327646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4327782.500000 Penalty: 5216.711914
	Iteration 16Q: 3 clusters Score -4327782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4327857.500000 Penalty: 5216.711914
	Iteration 17Q: 3 clusters Score -4327858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4327900.500000 Penalty: 5216.711914
	Iteration 18Q: 3 clusters Score -4327900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4327928.000000 Penalty: 5216.711914
	Iteration 19Q: 3 clusters Score -4327928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4327957.500000 Penalty: 5216.711914
	Iteration 20F: 3 clusters Score -4327958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4327970.000000 Penalty: 5216.711914
	Iteration 21Q: 3 clusters Score -4327970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4327980.000000 Penalty: 5216.711914
	Iteration 22Q: 3 clusters Score -4327980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4327992.000000 Penalty: 5216.711914
	Iteration 23Q: 3 clusters Score -4327992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4328005.500000 Penalty: 5216.711914
	Iteration 24Q: 3 clusters Score -4328006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4328011.500000 Penalty: 5216.711914
	Iteration 25Q: 3 clusters Score -4328012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4328019.000000 Penalty: 5216.711914
	Iteration 26Q: 3 clusters Score -4328019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4328023.500000 Penalty: 5216.711914
	Iteration 27Q: 3 clusters Score -4328024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4328034.500000 Penalty: 5216.711914
	Iteration 28Q: 3 clusters Score -4328034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4328041.500000 Penalty: 5216.711914
	Iteration 29Q: 3 clusters Score -4328042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4328048.000000 Penalty: 5216.711914
	Iteration 30Q: 3 clusters Score -4328048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4328051.500000 Penalty: 5216.711914
	Iteration 31Q: 3 clusters Score -4328052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4328053.500000 Penalty: 5216.711914
	Iteration 32Q: 3 clusters Score -4328054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4328052.000000 Penalty: 5216.711914
	Iteration 33Q: 3 clusters Score -4328052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4328052.500000 Penalty: 5216.711914
	Iteration 34Q: 3 clusters Score -4328052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4328056.000000 Penalty: 5216.711914
	Iteration 35Q: 3 clusters Score -4328056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4328056.000000 Penalty: 5216.711914
	Iteration 36F: 3 clusters Score -4328056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -80575.406250 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -80575.41 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 389 members 
Entering Unmasked Estep 
Score: -78796.906250 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -78796.91 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79087.406250 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -79087.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79180.328125 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -79180.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79235.945312 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -79235.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79270.968750 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -79270.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79307.765625 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -79307.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79362.210938 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -79362.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79418.328125 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -79418.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79493.945312 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -79493.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79557.960938 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -79557.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79614.023438 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -79614.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79655.117188 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -79655.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79685.476562 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -79685.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79719.734375 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -79719.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79752.117188 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -79752.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79782.492188 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -79782.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79829.257812 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -79829.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79892.375000 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -79892.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79974.546875 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -79974.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80131.617188 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -80131.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80298.476562 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -80298.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80494.007812 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -80494.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80570.875000 Penalty: 3310.582520
	Iteration 22Q: 3 clusters Score -80570.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80605.570312 Penalty: 3310.582520
	Iteration 23Q: 3 clusters Score -80605.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80610.906250 Penalty: 3310.582520
	Iteration 24Q: 3 clusters Score -80610.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80615.867188 Penalty: 3310.582520
	Iteration 25Q: 3 clusters Score -80615.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80617.671875 Penalty: 3310.582520
	Iteration 26Q: 3 clusters Score -80617.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80617.671875 Penalty: 3310.582520
	Iteration 27F: 3 clusters Score -80617.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320206 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169662 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36959 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 14399 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 352 members 
Entering Unmasked Estep 
Score: -114674696.000000 Penalty: 99483.171875
Splitting cluster 25 changes total score from -114674464.000000 to -114674696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 26 (14399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Entering Unmasked Estep 
Score: -1526458.500000 Penalty: 2374.578613
	Iteration 0F: 2 clusters Score -1526458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1515900.750000 Penalty: 4749.157227
	Iteration 0F: 3 clusters Score -1515901 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1519251.000000 Penalty: 4749.157227
	Iteration 1F: 3 clusters Score -1519251 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1519703.750000 Penalty: 4749.157227
	Iteration 2F: 3 clusters Score -1519704 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1520086.250000 Penalty: 4749.157227
	Iteration 3F: 3 clusters Score -1520086 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1520439.500000 Penalty: 4749.157227
	Iteration 4Q: 3 clusters Score -1520440 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1520752.000000 Penalty: 4749.157227
	Iteration 5Q: 3 clusters Score -1520752 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1521016.625000 Penalty: 4749.157227
	Iteration 6Q: 3 clusters Score -1521017 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1521242.625000 Penalty: 4749.157227
	Iteration 7Q: 3 clusters Score -1521243 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1521477.250000 Penalty: 4749.157227
	Iteration 8Q: 3 clusters Score -1521477 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1521695.625000 Penalty: 4749.157227
	Iteration 9Q: 3 clusters Score -1521696 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1521868.500000 Penalty: 4749.157227
	Iteration 10Q: 3 clusters Score -1521868 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1522010.875000 Penalty: 4749.157227
	Iteration 11Q: 3 clusters Score -1522011 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1522131.000000 Penalty: 4749.157227
	Iteration 12Q: 3 clusters Score -1522131 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1522252.125000 Penalty: 4749.157227
	Iteration 13Q: 3 clusters Score -1522252 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1522375.875000 Penalty: 4749.157227
	Iteration 14Q: 3 clusters Score -1522376 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1522521.250000 Penalty: 4749.157227
	Iteration 15Q: 3 clusters Score -1522521 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1522690.750000 Penalty: 4749.157227
	Iteration 16Q: 3 clusters Score -1522691 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1522902.375000 Penalty: 4749.157227
	Iteration 17Q: 3 clusters Score -1522902 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1523152.125000 Penalty: 4749.157227
	Iteration 18Q: 3 clusters Score -1523152 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1523391.750000 Penalty: 4749.157227
	Iteration 19Q: 3 clusters Score -1523392 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1523577.000000 Penalty: 4749.157227
	Iteration 20F: 3 clusters Score -1523577 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1523699.375000 Penalty: 4749.157227
	Iteration 21Q: 3 clusters Score -1523699 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1523778.625000 Penalty: 4749.157227
	Iteration 22Q: 3 clusters Score -1523779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1523831.250000 Penalty: 4749.157227
	Iteration 23Q: 3 clusters Score -1523831 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1523880.000000 Penalty: 4749.157227
	Iteration 24Q: 3 clusters Score -1523880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1523917.125000 Penalty: 4749.157227
	Iteration 25Q: 3 clusters Score -1523917 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1523955.250000 Penalty: 4749.157227
	Iteration 26Q: 3 clusters Score -1523955 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1523987.250000 Penalty: 4749.157227
	Iteration 27Q: 3 clusters Score -1523987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1524014.750000 Penalty: 4749.157227
	Iteration 28Q: 3 clusters Score -1524015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1524033.875000 Penalty: 4749.157227
	Iteration 29Q: 3 clusters Score -1524034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1524062.875000 Penalty: 4749.157227
	Iteration 30Q: 3 clusters Score -1524063 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1524094.000000 Penalty: 4749.157227
	Iteration 31Q: 3 clusters Score -1524094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1524115.875000 Penalty: 4749.157227
	Iteration 32Q: 3 clusters Score -1524116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1524139.875000 Penalty: 4749.157227
	Iteration 33Q: 3 clusters Score -1524140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1524153.125000 Penalty: 4749.157227
	Iteration 34Q: 3 clusters Score -1524153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1524163.125000 Penalty: 4749.157227
	Iteration 35Q: 3 clusters Score -1524163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1524179.500000 Penalty: 4749.157227
	Iteration 36Q: 3 clusters Score -1524180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1524188.750000 Penalty: 4749.157227
	Iteration 37Q: 3 clusters Score -1524189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1524195.500000 Penalty: 4749.157227
	Iteration 38Q: 3 clusters Score -1524196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1524201.125000 Penalty: 4749.157227
	Iteration 39Q: 3 clusters Score -1524201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1524212.375000 Penalty: 4749.157227
	Iteration 40F: 3 clusters Score -1524212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1524236.500000 Penalty: 4749.157227
	Iteration 41Q: 3 clusters Score -1524236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1524256.250000 Penalty: 4749.157227
	Iteration 42Q: 3 clusters Score -1524256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1524267.250000 Penalty: 4749.157227
	Iteration 43Q: 3 clusters Score -1524267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1524285.625000 Penalty: 4749.157227
	Iteration 44Q: 3 clusters Score -1524286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1524304.000000 Penalty: 4749.157227
	Iteration 45Q: 3 clusters Score -1524304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1524315.375000 Penalty: 4749.157227
	Iteration 46Q: 3 clusters Score -1524315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1524345.500000 Penalty: 4749.157227
	Iteration 47Q: 3 clusters Score -1524346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1524363.750000 Penalty: 4749.157227
	Iteration 48Q: 3 clusters Score -1524364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1524398.250000 Penalty: 4749.157227
	Iteration 49Q: 3 clusters Score -1524398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1524438.625000 Penalty: 4749.157227
	Iteration 50Q: 3 clusters Score -1524439 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1524479.375000 Penalty: 4749.157227
	Iteration 51Q: 3 clusters Score -1524479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1524525.750000 Penalty: 4749.157227
	Iteration 52Q: 3 clusters Score -1524526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1524561.250000 Penalty: 4749.157227
	Iteration 53Q: 3 clusters Score -1524561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1524604.750000 Penalty: 4749.157227
	Iteration 54Q: 3 clusters Score -1524605 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1524646.250000 Penalty: 4749.157227
	Iteration 55Q: 3 clusters Score -1524646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1524680.375000 Penalty: 4749.157227
	Iteration 56Q: 3 clusters Score -1524680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1524719.875000 Penalty: 4749.157227
	Iteration 57Q: 3 clusters Score -1524720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1524744.750000 Penalty: 4749.157227
	Iteration 58Q: 3 clusters Score -1524745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1524777.875000 Penalty: 4749.157227
	Iteration 59Q: 3 clusters Score -1524778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1524801.500000 Penalty: 4749.157227
	Iteration 60F: 3 clusters Score -1524802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1524816.875000 Penalty: 4749.157227
	Iteration 61Q: 3 clusters Score -1524817 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1524833.375000 Penalty: 4749.157227
	Iteration 62Q: 3 clusters Score -1524833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1524850.375000 Penalty: 4749.157227
	Iteration 63Q: 3 clusters Score -1524850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1524855.750000 Penalty: 4749.157227
	Iteration 64Q: 3 clusters Score -1524856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1524864.625000 Penalty: 4749.157227
	Iteration 65Q: 3 clusters Score -1524865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1524875.375000 Penalty: 4749.157227
	Iteration 66Q: 3 clusters Score -1524875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1524879.750000 Penalty: 4749.157227
	Iteration 67Q: 3 clusters Score -1524880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1524879.125000 Penalty: 4749.157227
	Iteration 68Q: 3 clusters Score -1524879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1524884.500000 Penalty: 4749.157227
	Iteration 69Q: 3 clusters Score -1524884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1524884.625000 Penalty: 4749.157227
	Iteration 70Q: 3 clusters Score -1524885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1524887.000000 Penalty: 4749.157227
	Iteration 71Q: 3 clusters Score -1524887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1524888.125000 Penalty: 4749.157227
	Iteration 72Q: 3 clusters Score -1524888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1524896.750000 Penalty: 4749.157227
	Iteration 73Q: 3 clusters Score -1524897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1524900.250000 Penalty: 4749.157227
	Iteration 74Q: 3 clusters Score -1524900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1524906.250000 Penalty: 4749.157227
	Iteration 75Q: 3 clusters Score -1524906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1524915.375000 Penalty: 4749.157227
	Iteration 76Q: 3 clusters Score -1524915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1524919.000000 Penalty: 4749.157227
	Iteration 77Q: 3 clusters Score -1524919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1524922.625000 Penalty: 4749.157227
	Iteration 78Q: 3 clusters Score -1524923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1524927.625000 Penalty: 4749.157227
	Iteration 79Q: 3 clusters Score -1524928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1524936.250000 Penalty: 4749.157227
	Iteration 80F: 3 clusters Score -1524936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1524934.125000 Penalty: 4749.157227
	Iteration 81Q: 3 clusters Score -1524934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1524937.000000 Penalty: 4749.157227
	Iteration 82Q: 3 clusters Score -1524937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1524943.250000 Penalty: 4749.157227
	Iteration 83Q: 3 clusters Score -1524943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1524951.000000 Penalty: 4749.157227
	Iteration 84Q: 3 clusters Score -1524951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1524955.000000 Penalty: 4749.157227
	Iteration 85Q: 3 clusters Score -1524955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1524959.375000 Penalty: 4749.157227
	Iteration 86Q: 3 clusters Score -1524959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1524963.625000 Penalty: 4749.157227
	Iteration 87Q: 3 clusters Score -1524964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1524969.125000 Penalty: 4749.157227
	Iteration 88Q: 3 clusters Score -1524969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1524972.875000 Penalty: 4749.157227
	Iteration 89Q: 3 clusters Score -1524973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1524971.875000 Penalty: 4749.157227
	Iteration 90Q: 3 clusters Score -1524972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1524972.875000 Penalty: 4749.157227
	Iteration 91Q: 3 clusters Score -1524973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1524976.250000 Penalty: 4749.157227
	Iteration 92Q: 3 clusters Score -1524976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1524975.625000 Penalty: 4749.157227
	Iteration 93Q: 3 clusters Score -1524976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1524974.125000 Penalty: 4749.157227
	Iteration 94Q: 3 clusters Score -1524974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1524976.125000 Penalty: 4749.157227
	Iteration 95Q: 3 clusters Score -1524976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1524973.250000 Penalty: 4749.157227
	Iteration 96Q: 3 clusters Score -1524973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1524978.250000 Penalty: 4749.157227
	Iteration 97Q: 3 clusters Score -1524978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1524977.625000 Penalty: 4749.157227
	Iteration 98Q: 3 clusters Score -1524978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1524978.500000 Penalty: 4749.157227
	Iteration 99Q: 3 clusters Score -1524978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1524979.750000 Penalty: 4749.157227
	Iteration 100F: 3 clusters Score -1524980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1524978.875000 Penalty: 4749.157227
	Iteration 101Q: 3 clusters Score -1524979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1524981.500000 Penalty: 4749.157227
	Iteration 102Q: 3 clusters Score -1524982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1524987.250000 Penalty: 4749.157227
	Iteration 103Q: 3 clusters Score -1524987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1524990.750000 Penalty: 4749.157227
	Iteration 104Q: 3 clusters Score -1524991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1524992.375000 Penalty: 4749.157227
	Iteration 105Q: 3 clusters Score -1524992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1524991.875000 Penalty: 4749.157227
	Iteration 106Q: 3 clusters Score -1524992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1524988.750000 Penalty: 4749.157227
	Iteration 107Q: 3 clusters Score -1524989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1524988.750000 Penalty: 4749.157227
	Iteration 108Q: 3 clusters Score -1524989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1524989.125000 Penalty: 4749.157227
	Iteration 109Q: 3 clusters Score -1524989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1524987.875000 Penalty: 4749.157227
	Iteration 110Q: 3 clusters Score -1524988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1524987.500000 Penalty: 4749.157227
	Iteration 111Q: 3 clusters Score -1524988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1524989.625000 Penalty: 4749.157227
	Iteration 112Q: 3 clusters Score -1524990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1524988.875000 Penalty: 4749.157227
	Iteration 113Q: 3 clusters Score -1524989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1524987.125000 Penalty: 4749.157227
	Iteration 114Q: 3 clusters Score -1524987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1524990.375000 Penalty: 4749.157227
	Iteration 115Q: 3 clusters Score -1524990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1524988.375000 Penalty: 4749.157227
	Iteration 116Q: 3 clusters Score -1524988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1524988.375000 Penalty: 4749.157227
	Iteration 117F: 3 clusters Score -1524988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -55869.609375 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -55869.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54279.332031 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -54279.33 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54456.367188 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -54456.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54517.765625 Penalty: 3149.173096
	Iteration 2Q: 3 clusters Score -54517.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54548.007812 Penalty: 3149.173096
	Iteration 3Q: 3 clusters Score -54548.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54556.625000 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -54556.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54565.273438 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -54565.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54569.785156 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -54569.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54572.914062 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -54572.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54572.914062 Penalty: 3149.173096
	Iteration 8F: 3 clusters Score -54572.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320206 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169662 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36959 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 14399 members 
Mstep: Class 27 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674720.000000 Penalty: 99483.171875
Iteration 199Q: 30 clusters Score -1.146747e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320209 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70805 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32765 members 
Mstep: Class 20 contains 126173 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169659 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36962 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14395 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674704.000000 Penalty: 99483.171875
Iteration 200F: 30 clusters Score -1.146747e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320210 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 595 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22675 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32764 members 
Mstep: Class 20 contains 126170 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169658 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674616.000000 Penalty: 99483.171875
Iteration 201Q: 30 clusters Score -1.146746e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320208 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70807 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63800 members 
Mstep: Class 19 contains 32763 members 
Mstep: Class 20 contains 126170 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169659 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14397 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674632.000000 Penalty: 99483.171875
Iteration 202Q: 30 clusters Score -1.146746e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320212 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70806 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7767 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63800 members 
Mstep: Class 19 contains 32762 members 
Mstep: Class 20 contains 126170 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169653 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674648.000000 Penalty: 99483.171875
Iteration 203Q: 30 clusters Score -1.146746e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320216 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70805 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32763 members 
Mstep: Class 20 contains 126167 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674624.000000 Penalty: 99483.171875
Iteration 204Q: 30 clusters Score -1.146746e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320219 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70804 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32764 members 
Mstep: Class 20 contains 126164 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14401 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674640.000000 Penalty: 99483.171875
Iteration 205Q: 30 clusters Score -1.146746e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320223 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70803 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4024 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22676 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32765 members 
Mstep: Class 20 contains 126162 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674576.000000 Penalty: 99483.171875
Iteration 206Q: 30 clusters Score -1.146746e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320223 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32770 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674536.000000 Penalty: 99483.171875
Iteration 207Q: 30 clusters Score -1.146745e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320226 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32771 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674528.000000 Penalty: 99483.171875
Iteration 208Q: 30 clusters Score -1.146745e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320228 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32772 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674552.000000 Penalty: 99483.171875
Iteration 209Q: 30 clusters Score -1.146746e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320229 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32775 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674536.000000 Penalty: 99483.171875
Iteration 210Q: 30 clusters Score -1.146745e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320230 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 4003 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674576.000000 Penalty: 99483.171875
Iteration 211Q: 30 clusters Score -1.146746e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320232 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674560.000000 Penalty: 99483.171875
Iteration 212Q: 30 clusters Score -1.146746e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320234 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32781 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674576.000000 Penalty: 99483.171875
Iteration 213Q: 30 clusters Score -1.146746e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320234 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169652 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674560.000000 Penalty: 99483.171875
Iteration 214Q: 30 clusters Score -1.146746e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320234 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674584.000000 Penalty: 99483.171875
Iteration 215Q: 30 clusters Score -1.146746e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320237 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32782 members 
Mstep: Class 20 contains 126161 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674592.000000 Penalty: 99483.171875
Iteration 216Q: 30 clusters Score -1.146746e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320240 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3990 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22677 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 126160 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674544.000000 Penalty: 99483.171875
Iteration 217Q: 30 clusters Score -1.146745e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320240 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63800 members 
Mstep: Class 19 contains 32778 members 
Mstep: Class 20 contains 126159 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674504.000000 Penalty: 99483.171875
Iteration 218Q: 30 clusters Score -1.146745e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320243 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63800 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 126157 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674504.000000 Penalty: 99483.171875
Iteration 219Q: 30 clusters Score -1.146745e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 23146 members 
Mstep: Class 3 contains 320243 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 5 contains 70802 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 97 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 18 contains 63800 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 126157 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 169651 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 14403 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114674504.000000 Penalty: 99483.171875
Iteration 220F: 30 clusters Score -1.146745e+08 nChanged 0
Entering ConstructFrom: 
Score: -114674504.000000 Penalty: 99483.171875
Entering ConstructFrom: 
Trying to split cluster 1 (87517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Entering Unmasked Estep 
Score: -10171887.000000 Penalty: 2822.137939
	Iteration 0F: 2 clusters Score -1.017189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -10113125.000000 Penalty: 5644.275879
	Iteration 0F: 3 clusters Score -1.011312e+07 nChanged 41416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -10136634.000000 Penalty: 5644.275879
	Iteration 1F: 3 clusters Score -1.013663e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -10137817.000000 Penalty: 5644.275879
	Iteration 2Q: 3 clusters Score -1.013782e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -10139286.000000 Penalty: 5644.275879
	Iteration 3Q: 3 clusters Score -1.013929e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -10141309.000000 Penalty: 5644.275879
	Iteration 4Q: 3 clusters Score -1.014131e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -10143865.000000 Penalty: 5644.275879
	Iteration 5F: 3 clusters Score -1.014386e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -10146932.000000 Penalty: 5644.275879
	Iteration 6F: 3 clusters Score -1.014693e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -10150449.000000 Penalty: 5644.275879
	Iteration 7F: 3 clusters Score -1.015045e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -10154558.000000 Penalty: 5644.275879
	Iteration 8F: 3 clusters Score -1.015456e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -10158446.000000 Penalty: 5644.275879
	Iteration 9F: 3 clusters Score -1.015845e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -10161330.000000 Penalty: 5644.275879
	Iteration 10Q: 3 clusters Score -1.016133e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -10162735.000000 Penalty: 5644.275879
	Iteration 11Q: 3 clusters Score -1.016274e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -10163593.000000 Penalty: 5644.275879
	Iteration 12Q: 3 clusters Score -1.016359e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -10164198.000000 Penalty: 5644.275879
	Iteration 13Q: 3 clusters Score -1.01642e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -10164830.000000 Penalty: 5644.275879
	Iteration 14Q: 3 clusters Score -1.016483e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -10165515.000000 Penalty: 5644.275879
	Iteration 15Q: 3 clusters Score -1.016552e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -10166063.000000 Penalty: 5644.275879
	Iteration 16Q: 3 clusters Score -1.016606e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -10166647.000000 Penalty: 5644.275879
	Iteration 17Q: 3 clusters Score -1.016665e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -10167234.000000 Penalty: 5644.275879
	Iteration 18Q: 3 clusters Score -1.016723e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -10167749.000000 Penalty: 5644.275879
	Iteration 19Q: 3 clusters Score -1.016775e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -10168208.000000 Penalty: 5644.275879
	Iteration 20F: 3 clusters Score -1.016821e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -10168630.000000 Penalty: 5644.275879
	Iteration 21Q: 3 clusters Score -1.016863e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -10169008.000000 Penalty: 5644.275879
	Iteration 22Q: 3 clusters Score -1.016901e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -10169261.000000 Penalty: 5644.275879
	Iteration 23Q: 3 clusters Score -1.016926e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -10169493.000000 Penalty: 5644.275879
	Iteration 24Q: 3 clusters Score -1.016949e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -10169716.000000 Penalty: 5644.275879
	Iteration 25Q: 3 clusters Score -1.016972e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -10169857.000000 Penalty: 5644.275879
	Iteration 26Q: 3 clusters Score -1.016986e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -10169932.000000 Penalty: 5644.275879
	Iteration 27Q: 3 clusters Score -1.016993e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -10170074.000000 Penalty: 5644.275879
	Iteration 28Q: 3 clusters Score -1.017007e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -10170166.000000 Penalty: 5644.275879
	Iteration 29Q: 3 clusters Score -1.017017e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10170226.000000 Penalty: 5644.275879
	Iteration 30Q: 3 clusters Score -1.017023e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -10170312.000000 Penalty: 5644.275879
	Iteration 31Q: 3 clusters Score -1.017031e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -10170325.000000 Penalty: 5644.275879
	Iteration 32Q: 3 clusters Score -1.017032e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -10170344.000000 Penalty: 5644.275879
	Iteration 33Q: 3 clusters Score -1.017034e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -10170422.000000 Penalty: 5644.275879
	Iteration 34Q: 3 clusters Score -1.017042e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -10170411.000000 Penalty: 5644.275879
	Iteration 35Q: 3 clusters Score -1.017041e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -10170434.000000 Penalty: 5644.275879
	Iteration 36Q: 3 clusters Score -1.017043e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -10170460.000000 Penalty: 5644.275879
	Iteration 37Q: 3 clusters Score -1.017046e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -10170455.000000 Penalty: 5644.275879
	Iteration 38Q: 3 clusters Score -1.017046e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -10170498.000000 Penalty: 5644.275879
	Iteration 39Q: 3 clusters Score -1.01705e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -10170511.000000 Penalty: 5644.275879
	Iteration 40F: 3 clusters Score -1.017051e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -10170505.000000 Penalty: 5644.275879
	Iteration 41Q: 3 clusters Score -1.01705e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -10170538.000000 Penalty: 5644.275879
	Iteration 42Q: 3 clusters Score -1.017054e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -10170533.000000 Penalty: 5644.275879
	Iteration 43Q: 3 clusters Score -1.017053e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -10170562.000000 Penalty: 5644.275879
	Iteration 44Q: 3 clusters Score -1.017056e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -10170564.000000 Penalty: 5644.275879
	Iteration 45Q: 3 clusters Score -1.017056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -10170581.000000 Penalty: 5644.275879
	Iteration 46Q: 3 clusters Score -1.017058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -10170587.000000 Penalty: 5644.275879
	Iteration 47Q: 3 clusters Score -1.017059e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -10170617.000000 Penalty: 5644.275879
	Iteration 48Q: 3 clusters Score -1.017062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -10170614.000000 Penalty: 5644.275879
	Iteration 49Q: 3 clusters Score -1.017061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -10170603.000000 Penalty: 5644.275879
	Iteration 50Q: 3 clusters Score -1.01706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -10170607.000000 Penalty: 5644.275879
	Iteration 51Q: 3 clusters Score -1.017061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10170626.000000 Penalty: 5644.275879
	Iteration 52Q: 3 clusters Score -1.017063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -10170613.000000 Penalty: 5644.275879
	Iteration 53Q: 3 clusters Score -1.017061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -10170606.000000 Penalty: 5644.275879
	Iteration 54Q: 3 clusters Score -1.017061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -10170613.000000 Penalty: 5644.275879
	Iteration 55Q: 3 clusters Score -1.017061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -10170599.000000 Penalty: 5644.275879
	Iteration 56Q: 3 clusters Score -1.01706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -10170616.000000 Penalty: 5644.275879
	Iteration 57Q: 3 clusters Score -1.017062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -10170607.000000 Penalty: 5644.275879
	Iteration 58Q: 3 clusters Score -1.017061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -10170613.000000 Penalty: 5644.275879
	Iteration 59Q: 3 clusters Score -1.017061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -10170619.000000 Penalty: 5644.275879
	Iteration 60F: 3 clusters Score -1.017062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -10170628.000000 Penalty: 5644.275879
	Iteration 61Q: 3 clusters Score -1.017063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -10170633.000000 Penalty: 5644.275879
	Iteration 62Q: 3 clusters Score -1.017063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -10170631.000000 Penalty: 5644.275879
	Iteration 63Q: 3 clusters Score -1.017063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -10170636.000000 Penalty: 5644.275879
	Iteration 64Q: 3 clusters Score -1.017064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10170638.000000 Penalty: 5644.275879
	Iteration 65Q: 3 clusters Score -1.017064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10170638.000000 Penalty: 5644.275879
	Iteration 66F: 3 clusters Score -1.017064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Entering Unmasked Estep 
Score: -2718938.500000 Penalty: 2492.295166
	Iteration 0F: 2 clusters Score -2718938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2702871.250000 Penalty: 4984.590332
	Iteration 0F: 3 clusters Score -2702871 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2708464.250000 Penalty: 4984.590332
	Iteration 1F: 3 clusters Score -2708464 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2708932.500000 Penalty: 4984.590332
	Iteration 2F: 3 clusters Score -2708932 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2709329.750000 Penalty: 4984.590332
	Iteration 3Q: 3 clusters Score -2709330 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2709744.500000 Penalty: 4984.590332
	Iteration 4Q: 3 clusters Score -2709744 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2710199.750000 Penalty: 4984.590332
	Iteration 5Q: 3 clusters Score -2710200 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2710679.750000 Penalty: 4984.590332
	Iteration 6Q: 3 clusters Score -2710680 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2711205.250000 Penalty: 4984.590332
	Iteration 7Q: 3 clusters Score -2711205 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2711938.250000 Penalty: 4984.590332
	Iteration 8Q: 3 clusters Score -2711938 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2712809.000000 Penalty: 4984.590332
	Iteration 9F: 3 clusters Score -2712809 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2713555.000000 Penalty: 4984.590332
	Iteration 10F: 3 clusters Score -2713555 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2714022.000000 Penalty: 4984.590332
	Iteration 11Q: 3 clusters Score -2714022 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2714290.750000 Penalty: 4984.590332
	Iteration 12Q: 3 clusters Score -2714291 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2714445.000000 Penalty: 4984.590332
	Iteration 13Q: 3 clusters Score -2714445 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2714554.000000 Penalty: 4984.590332
	Iteration 14Q: 3 clusters Score -2714554 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2714622.250000 Penalty: 4984.590332
	Iteration 15Q: 3 clusters Score -2714622 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2714702.750000 Penalty: 4984.590332
	Iteration 16Q: 3 clusters Score -2714703 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2714763.500000 Penalty: 4984.590332
	Iteration 17Q: 3 clusters Score -2714764 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2714837.250000 Penalty: 4984.590332
	Iteration 18Q: 3 clusters Score -2714837 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2714882.500000 Penalty: 4984.590332
	Iteration 19Q: 3 clusters Score -2714882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2714933.500000 Penalty: 4984.590332
	Iteration 20F: 3 clusters Score -2714934 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2714988.000000 Penalty: 4984.590332
	Iteration 21Q: 3 clusters Score -2714988 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2715029.250000 Penalty: 4984.590332
	Iteration 22Q: 3 clusters Score -2715029 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2715062.250000 Penalty: 4984.590332
	Iteration 23Q: 3 clusters Score -2715062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2715087.250000 Penalty: 4984.590332
	Iteration 24Q: 3 clusters Score -2715087 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2715122.750000 Penalty: 4984.590332
	Iteration 25Q: 3 clusters Score -2715123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2715148.500000 Penalty: 4984.590332
	Iteration 26Q: 3 clusters Score -2715148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2715172.250000 Penalty: 4984.590332
	Iteration 27Q: 3 clusters Score -2715172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2715185.000000 Penalty: 4984.590332
	Iteration 28Q: 3 clusters Score -2715185 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2715206.000000 Penalty: 4984.590332
	Iteration 29Q: 3 clusters Score -2715206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2715227.500000 Penalty: 4984.590332
	Iteration 30Q: 3 clusters Score -2715228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2715256.250000 Penalty: 4984.590332
	Iteration 31Q: 3 clusters Score -2715256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2715271.750000 Penalty: 4984.590332
	Iteration 32Q: 3 clusters Score -2715272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2715284.750000 Penalty: 4984.590332
	Iteration 33Q: 3 clusters Score -2715285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2715307.000000 Penalty: 4984.590332
	Iteration 34Q: 3 clusters Score -2715307 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2715330.500000 Penalty: 4984.590332
	Iteration 35Q: 3 clusters Score -2715330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2715348.500000 Penalty: 4984.590332
	Iteration 36Q: 3 clusters Score -2715348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2715358.500000 Penalty: 4984.590332
	Iteration 37Q: 3 clusters Score -2715358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2715401.500000 Penalty: 4984.590332
	Iteration 38Q: 3 clusters Score -2715402 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2715420.750000 Penalty: 4984.590332
	Iteration 39Q: 3 clusters Score -2715421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2715425.500000 Penalty: 4984.590332
	Iteration 40F: 3 clusters Score -2715426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2715449.250000 Penalty: 4984.590332
	Iteration 41Q: 3 clusters Score -2715449 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2715470.250000 Penalty: 4984.590332
	Iteration 42Q: 3 clusters Score -2715470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2715491.000000 Penalty: 4984.590332
	Iteration 43Q: 3 clusters Score -2715491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2715507.250000 Penalty: 4984.590332
	Iteration 44Q: 3 clusters Score -2715507 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2715516.250000 Penalty: 4984.590332
	Iteration 45Q: 3 clusters Score -2715516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2715539.750000 Penalty: 4984.590332
	Iteration 46Q: 3 clusters Score -2715540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2715559.500000 Penalty: 4984.590332
	Iteration 47Q: 3 clusters Score -2715560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2715579.500000 Penalty: 4984.590332
	Iteration 48Q: 3 clusters Score -2715580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2715594.500000 Penalty: 4984.590332
	Iteration 49Q: 3 clusters Score -2715594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2715598.250000 Penalty: 4984.590332
	Iteration 50Q: 3 clusters Score -2715598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2715616.000000 Penalty: 4984.590332
	Iteration 51Q: 3 clusters Score -2715616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2715630.750000 Penalty: 4984.590332
	Iteration 52Q: 3 clusters Score -2715631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2715647.750000 Penalty: 4984.590332
	Iteration 53Q: 3 clusters Score -2715648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2715661.750000 Penalty: 4984.590332
	Iteration 54Q: 3 clusters Score -2715662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2715685.000000 Penalty: 4984.590332
	Iteration 55Q: 3 clusters Score -2715685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2715715.250000 Penalty: 4984.590332
	Iteration 56Q: 3 clusters Score -2715715 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2715733.250000 Penalty: 4984.590332
	Iteration 57Q: 3 clusters Score -2715733 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2715761.000000 Penalty: 4984.590332
	Iteration 58Q: 3 clusters Score -2715761 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2715787.000000 Penalty: 4984.590332
	Iteration 59Q: 3 clusters Score -2715787 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2715819.750000 Penalty: 4984.590332
	Iteration 60F: 3 clusters Score -2715820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2715849.750000 Penalty: 4984.590332
	Iteration 61Q: 3 clusters Score -2715850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2715888.250000 Penalty: 4984.590332
	Iteration 62Q: 3 clusters Score -2715888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2715906.750000 Penalty: 4984.590332
	Iteration 63Q: 3 clusters Score -2715907 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2715928.500000 Penalty: 4984.590332
	Iteration 64Q: 3 clusters Score -2715928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2715950.500000 Penalty: 4984.590332
	Iteration 65Q: 3 clusters Score -2715950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2715979.250000 Penalty: 4984.590332
	Iteration 66Q: 3 clusters Score -2715979 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2715997.000000 Penalty: 4984.590332
	Iteration 67Q: 3 clusters Score -2715997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2716012.500000 Penalty: 4984.590332
	Iteration 68Q: 3 clusters Score -2716012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2716040.750000 Penalty: 4984.590332
	Iteration 69Q: 3 clusters Score -2716041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2716058.750000 Penalty: 4984.590332
	Iteration 70Q: 3 clusters Score -2716059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2716086.000000 Penalty: 4984.590332
	Iteration 71Q: 3 clusters Score -2716086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2716095.500000 Penalty: 4984.590332
	Iteration 72Q: 3 clusters Score -2716096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2716121.000000 Penalty: 4984.590332
	Iteration 73Q: 3 clusters Score -2716121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2716133.250000 Penalty: 4984.590332
	Iteration 74Q: 3 clusters Score -2716133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2716157.000000 Penalty: 4984.590332
	Iteration 75Q: 3 clusters Score -2716157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2716177.500000 Penalty: 4984.590332
	Iteration 76Q: 3 clusters Score -2716178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2716204.250000 Penalty: 4984.590332
	Iteration 77Q: 3 clusters Score -2716204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2716230.250000 Penalty: 4984.590332
	Iteration 78Q: 3 clusters Score -2716230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2716259.500000 Penalty: 4984.590332
	Iteration 79Q: 3 clusters Score -2716260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2716285.000000 Penalty: 4984.590332
	Iteration 80F: 3 clusters Score -2716285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2716313.000000 Penalty: 4984.590332
	Iteration 81Q: 3 clusters Score -2716313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2716342.000000 Penalty: 4984.590332
	Iteration 82Q: 3 clusters Score -2716342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2716369.500000 Penalty: 4984.590332
	Iteration 83Q: 3 clusters Score -2716370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2716397.000000 Penalty: 4984.590332
	Iteration 84Q: 3 clusters Score -2716397 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2716431.000000 Penalty: 4984.590332
	Iteration 85Q: 3 clusters Score -2716431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2716448.250000 Penalty: 4984.590332
	Iteration 86Q: 3 clusters Score -2716448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2716470.750000 Penalty: 4984.590332
	Iteration 87Q: 3 clusters Score -2716471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2716486.250000 Penalty: 4984.590332
	Iteration 88Q: 3 clusters Score -2716486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2716503.000000 Penalty: 4984.590332
	Iteration 89Q: 3 clusters Score -2716503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2716516.250000 Penalty: 4984.590332
	Iteration 90Q: 3 clusters Score -2716516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2716540.000000 Penalty: 4984.590332
	Iteration 91Q: 3 clusters Score -2716540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2716548.500000 Penalty: 4984.590332
	Iteration 92Q: 3 clusters Score -2716548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2716566.250000 Penalty: 4984.590332
	Iteration 93Q: 3 clusters Score -2716566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2716576.500000 Penalty: 4984.590332
	Iteration 94Q: 3 clusters Score -2716576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2716583.500000 Penalty: 4984.590332
	Iteration 95Q: 3 clusters Score -2716584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2716609.750000 Penalty: 4984.590332
	Iteration 96Q: 3 clusters Score -2716610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2716613.750000 Penalty: 4984.590332
	Iteration 97Q: 3 clusters Score -2716614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2716619.500000 Penalty: 4984.590332
	Iteration 98Q: 3 clusters Score -2716620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2716636.250000 Penalty: 4984.590332
	Iteration 99Q: 3 clusters Score -2716636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2716653.250000 Penalty: 4984.590332
	Iteration 100F: 3 clusters Score -2716653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2716654.750000 Penalty: 4984.590332
	Iteration 101Q: 3 clusters Score -2716655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2716673.750000 Penalty: 4984.590332
	Iteration 102Q: 3 clusters Score -2716674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2716683.250000 Penalty: 4984.590332
	Iteration 103Q: 3 clusters Score -2716683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2716690.250000 Penalty: 4984.590332
	Iteration 104Q: 3 clusters Score -2716690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2716696.500000 Penalty: 4984.590332
	Iteration 105Q: 3 clusters Score -2716696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2716704.250000 Penalty: 4984.590332
	Iteration 106Q: 3 clusters Score -2716704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2716712.250000 Penalty: 4984.590332
	Iteration 107Q: 3 clusters Score -2716712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2716707.000000 Penalty: 4984.590332
	Iteration 108Q: 3 clusters Score -2716707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2716711.500000 Penalty: 4984.590332
	Iteration 109Q: 3 clusters Score -2716712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2716712.000000 Penalty: 4984.590332
	Iteration 110Q: 3 clusters Score -2716712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2716709.500000 Penalty: 4984.590332
	Iteration 111Q: 3 clusters Score -2716710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2716714.000000 Penalty: 4984.590332
	Iteration 112Q: 3 clusters Score -2716714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2716713.500000 Penalty: 4984.590332
	Iteration 113Q: 3 clusters Score -2716714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2716717.500000 Penalty: 4984.590332
	Iteration 114Q: 3 clusters Score -2716718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2716715.250000 Penalty: 4984.590332
	Iteration 115Q: 3 clusters Score -2716715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2716724.000000 Penalty: 4984.590332
	Iteration 116Q: 3 clusters Score -2716724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2716724.250000 Penalty: 4984.590332
	Iteration 117Q: 3 clusters Score -2716724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2716728.500000 Penalty: 4984.590332
	Iteration 118Q: 3 clusters Score -2716728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2716734.750000 Penalty: 4984.590332
	Iteration 119Q: 3 clusters Score -2716735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2716738.750000 Penalty: 4984.590332
	Iteration 120F: 3 clusters Score -2716739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2716743.750000 Penalty: 4984.590332
	Iteration 121Q: 3 clusters Score -2716744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2716747.000000 Penalty: 4984.590332
	Iteration 122Q: 3 clusters Score -2716747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2716747.750000 Penalty: 4984.590332
	Iteration 123Q: 3 clusters Score -2716748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2716753.000000 Penalty: 4984.590332
	Iteration 124Q: 3 clusters Score -2716753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2716750.000000 Penalty: 4984.590332
	Iteration 125Q: 3 clusters Score -2716750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2716754.000000 Penalty: 4984.590332
	Iteration 126Q: 3 clusters Score -2716754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2716755.750000 Penalty: 4984.590332
	Iteration 127Q: 3 clusters Score -2716756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2716757.500000 Penalty: 4984.590332
	Iteration 128Q: 3 clusters Score -2716758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2716763.000000 Penalty: 4984.590332
	Iteration 129Q: 3 clusters Score -2716763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2716765.750000 Penalty: 4984.590332
	Iteration 130Q: 3 clusters Score -2716766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2716764.250000 Penalty: 4984.590332
	Iteration 131Q: 3 clusters Score -2716764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2716768.250000 Penalty: 4984.590332
	Iteration 132Q: 3 clusters Score -2716768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2716771.250000 Penalty: 4984.590332
	Iteration 133Q: 3 clusters Score -2716771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2716775.250000 Penalty: 4984.590332
	Iteration 134Q: 3 clusters Score -2716775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2716779.000000 Penalty: 4984.590332
	Iteration 135Q: 3 clusters Score -2716779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2716778.000000 Penalty: 4984.590332
	Iteration 136Q: 3 clusters Score -2716778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2716778.250000 Penalty: 4984.590332
	Iteration 137Q: 3 clusters Score -2716778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2716775.500000 Penalty: 4984.590332
	Iteration 138Q: 3 clusters Score -2716776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2716776.250000 Penalty: 4984.590332
	Iteration 139Q: 3 clusters Score -2716776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2716776.000000 Penalty: 4984.590332
	Iteration 140F: 3 clusters Score -2716776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (320243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320243 members 
Entering Unmasked Estep 
Score: -36614332.000000 Penalty: 3143.854980
	Iteration 0F: 2 clusters Score -3.661433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160189 members 
Mstep: Class 2 contains 160054 members 
Entering Unmasked Estep 
Score: -36417412.000000 Penalty: 6287.709961
	Iteration 0F: 3 clusters Score -3.641741e+07 nChanged 155477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -36510280.000000 Penalty: 6287.709961
	Iteration 1F: 3 clusters Score -3.651028e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 156317 members 
Entering Unmasked Estep 
Score: -36512196.000000 Penalty: 6287.709961
	Iteration 2Q: 3 clusters Score -3.65122e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -36513832.000000 Penalty: 6287.709961
	Iteration 3Q: 3 clusters Score -3.651383e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 149785 members 
Entering Unmasked Estep 
Score: -36516000.000000 Penalty: 6287.709961
	Iteration 4Q: 3 clusters Score -3.6516e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176035 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -36519644.000000 Penalty: 6287.709961
	Iteration 5Q: 3 clusters Score -3.651964e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -36524336.000000 Penalty: 6287.709961
	Iteration 6Q: 3 clusters Score -3.652434e+07 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193360 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -36530148.000000 Penalty: 6287.709961
	Iteration 7Q: 3 clusters Score -3.653015e+07 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204572 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -36537276.000000 Penalty: 6287.709961
	Iteration 8F: 3 clusters Score -3.653728e+07 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215796 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -36545520.000000 Penalty: 6287.709961
	Iteration 9F: 3 clusters Score -3.654552e+07 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225567 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -36553692.000000 Penalty: 6287.709961
	Iteration 10F: 3 clusters Score -3.655369e+07 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232929 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -36562840.000000 Penalty: 6287.709961
	Iteration 11Q: 3 clusters Score -3.656284e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237504 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -36571720.000000 Penalty: 6287.709961
	Iteration 12Q: 3 clusters Score -3.657172e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239745 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -36577588.000000 Penalty: 6287.709961
	Iteration 13Q: 3 clusters Score -3.657759e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241559 members 
Mstep: Class 2 contains 78684 members 
Entering Unmasked Estep 
Score: -36580272.000000 Penalty: 6287.709961
	Iteration 14Q: 3 clusters Score -3.658027e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243549 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -36581312.000000 Penalty: 6287.709961
	Iteration 15Q: 3 clusters Score -3.658131e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245860 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -36581960.000000 Penalty: 6287.709961
	Iteration 16Q: 3 clusters Score -3.658196e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248239 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -36582816.000000 Penalty: 6287.709961
	Iteration 17Q: 3 clusters Score -3.658282e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250784 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -36583536.000000 Penalty: 6287.709961
	Iteration 18Q: 3 clusters Score -3.658354e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253429 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -36584408.000000 Penalty: 6287.709961
	Iteration 19Q: 3 clusters Score -3.658441e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256138 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -36585228.000000 Penalty: 6287.709961
	Iteration 20F: 3 clusters Score -3.658523e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258837 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -36586116.000000 Penalty: 6287.709961
	Iteration 21Q: 3 clusters Score -3.658612e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261548 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -36586788.000000 Penalty: 6287.709961
	Iteration 22Q: 3 clusters Score -3.658679e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264395 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -36587720.000000 Penalty: 6287.709961
	Iteration 23Q: 3 clusters Score -3.658772e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267270 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -36588684.000000 Penalty: 6287.709961
	Iteration 24Q: 3 clusters Score -3.658868e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270199 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -36589760.000000 Penalty: 6287.709961
	Iteration 25Q: 3 clusters Score -3.658976e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273164 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -36591048.000000 Penalty: 6287.709961
	Iteration 26Q: 3 clusters Score -3.659105e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276125 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -36592264.000000 Penalty: 6287.709961
	Iteration 27Q: 3 clusters Score -3.659226e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279172 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -36593488.000000 Penalty: 6287.709961
	Iteration 28Q: 3 clusters Score -3.659349e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282157 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -36594892.000000 Penalty: 6287.709961
	Iteration 29Q: 3 clusters Score -3.659489e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285129 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -36596216.000000 Penalty: 6287.709961
	Iteration 30Q: 3 clusters Score -3.659622e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288153 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -36597992.000000 Penalty: 6287.709961
	Iteration 31Q: 3 clusters Score -3.659799e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291190 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -36599728.000000 Penalty: 6287.709961
	Iteration 32Q: 3 clusters Score -3.659973e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294131 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -36600860.000000 Penalty: 6287.709961
	Iteration 33Q: 3 clusters Score -3.660086e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296961 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -36601956.000000 Penalty: 6287.709961
	Iteration 34Q: 3 clusters Score -3.660196e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299560 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -36602916.000000 Penalty: 6287.709961
	Iteration 35Q: 3 clusters Score -3.660292e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301931 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -36603920.000000 Penalty: 6287.709961
	Iteration 36Q: 3 clusters Score -3.660392e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304111 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -36604632.000000 Penalty: 6287.709961
	Iteration 37Q: 3 clusters Score -3.660463e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306085 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -36605704.000000 Penalty: 6287.709961
	Iteration 38Q: 3 clusters Score -3.66057e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307887 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -36606660.000000 Penalty: 6287.709961
	Iteration 39Q: 3 clusters Score -3.660666e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309496 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -36607512.000000 Penalty: 6287.709961
	Iteration 40F: 3 clusters Score -3.660751e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310904 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -36608372.000000 Penalty: 6287.709961
	Iteration 41Q: 3 clusters Score -3.660837e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312179 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -36609016.000000 Penalty: 6287.709961
	Iteration 42Q: 3 clusters Score -3.660902e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313273 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -36609488.000000 Penalty: 6287.709961
	Iteration 43Q: 3 clusters Score -3.660949e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314202 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -36609948.000000 Penalty: 6287.709961
	Iteration 44Q: 3 clusters Score -3.660995e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315022 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -36610392.000000 Penalty: 6287.709961
	Iteration 45Q: 3 clusters Score -3.661039e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315745 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -36610668.000000 Penalty: 6287.709961
	Iteration 46Q: 3 clusters Score -3.661067e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316344 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -36610860.000000 Penalty: 6287.709961
	Iteration 47Q: 3 clusters Score -3.661086e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316838 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -36611052.000000 Penalty: 6287.709961
	Iteration 48Q: 3 clusters Score -3.661105e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317221 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -36611196.000000 Penalty: 6287.709961
	Iteration 49Q: 3 clusters Score -3.66112e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317535 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -36611284.000000 Penalty: 6287.709961
	Iteration 50Q: 3 clusters Score -3.661128e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317782 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -36611372.000000 Penalty: 6287.709961
	Iteration 51Q: 3 clusters Score -3.661137e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317972 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -36611420.000000 Penalty: 6287.709961
	Iteration 52Q: 3 clusters Score -3.661142e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318123 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -36611504.000000 Penalty: 6287.709961
	Iteration 53Q: 3 clusters Score -3.66115e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318252 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -36611504.000000 Penalty: 6287.709961
	Iteration 54Q: 3 clusters Score -3.66115e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318371 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -36611492.000000 Penalty: 6287.709961
	Iteration 55Q: 3 clusters Score -3.661149e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318462 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -36611496.000000 Penalty: 6287.709961
	Iteration 56Q: 3 clusters Score -3.66115e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318544 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -36611508.000000 Penalty: 6287.709961
	Iteration 57Q: 3 clusters Score -3.661151e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318615 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -36611628.000000 Penalty: 6287.709961
	Iteration 58Q: 3 clusters Score -3.661163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318673 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -36611704.000000 Penalty: 6287.709961
	Iteration 59Q: 3 clusters Score -3.66117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318722 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -36611716.000000 Penalty: 6287.709961
	Iteration 60F: 3 clusters Score -3.661172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318756 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -36611720.000000 Penalty: 6287.709961
	Iteration 61Q: 3 clusters Score -3.661172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318791 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -36611772.000000 Penalty: 6287.709961
	Iteration 62Q: 3 clusters Score -3.661177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318825 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -36611792.000000 Penalty: 6287.709961
	Iteration 63Q: 3 clusters Score -3.661179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318863 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -36611760.000000 Penalty: 6287.709961
	Iteration 64Q: 3 clusters Score -3.661176e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318897 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -36611796.000000 Penalty: 6287.709961
	Iteration 65Q: 3 clusters Score -3.66118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318935 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -36611828.000000 Penalty: 6287.709961
	Iteration 66Q: 3 clusters Score -3.661183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318970 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -36611824.000000 Penalty: 6287.709961
	Iteration 67Q: 3 clusters Score -3.661182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318993 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -36611828.000000 Penalty: 6287.709961
	Iteration 68Q: 3 clusters Score -3.661183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319017 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -36611804.000000 Penalty: 6287.709961
	Iteration 69Q: 3 clusters Score -3.66118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319039 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -36611812.000000 Penalty: 6287.709961
	Iteration 70Q: 3 clusters Score -3.661181e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319052 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -36611800.000000 Penalty: 6287.709961
	Iteration 71Q: 3 clusters Score -3.66118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319070 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -36611796.000000 Penalty: 6287.709961
	Iteration 72Q: 3 clusters Score -3.66118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319086 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36611832.000000 Penalty: 6287.709961
	Iteration 73Q: 3 clusters Score -3.661183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319096 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -36611836.000000 Penalty: 6287.709961
	Iteration 74Q: 3 clusters Score -3.661184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319112 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -36611840.000000 Penalty: 6287.709961
	Iteration 75Q: 3 clusters Score -3.661184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -36611876.000000 Penalty: 6287.709961
	Iteration 76Q: 3 clusters Score -3.661188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319144 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -36611844.000000 Penalty: 6287.709961
	Iteration 77Q: 3 clusters Score -3.661184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -36611848.000000 Penalty: 6287.709961
	Iteration 78Q: 3 clusters Score -3.661185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319168 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -36611840.000000 Penalty: 6287.709961
	Iteration 79Q: 3 clusters Score -3.661184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319175 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -36611840.000000 Penalty: 6287.709961
	Iteration 80F: 3 clusters Score -3.661184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319180 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -36611836.000000 Penalty: 6287.709961
	Iteration 81Q: 3 clusters Score -3.661184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319187 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -36611836.000000 Penalty: 6287.709961
	Iteration 82Q: 3 clusters Score -3.661184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319195 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -36611824.000000 Penalty: 6287.709961
	Iteration 83Q: 3 clusters Score -3.661182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319197 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -36611852.000000 Penalty: 6287.709961
	Iteration 84Q: 3 clusters Score -3.661185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319202 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6287.709961
	Iteration 85Q: 3 clusters Score -3.661188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -36611888.000000 Penalty: 6287.709961
	Iteration 86Q: 3 clusters Score -3.661189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319215 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 87Q: 3 clusters Score -3.661188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319218 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -36611904.000000 Penalty: 6287.709961
	Iteration 88Q: 3 clusters Score -3.66119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319220 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -36611896.000000 Penalty: 6287.709961
	Iteration 89Q: 3 clusters Score -3.66119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319228 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -36611904.000000 Penalty: 6287.709961
	Iteration 90Q: 3 clusters Score -3.66119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319243 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -36611844.000000 Penalty: 6287.709961
	Iteration 91Q: 3 clusters Score -3.661184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319258 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -36611876.000000 Penalty: 6287.709961
	Iteration 92Q: 3 clusters Score -3.661188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319269 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -36611872.000000 Penalty: 6287.709961
	Iteration 93Q: 3 clusters Score -3.661187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319280 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6287.709961
	Iteration 94Q: 3 clusters Score -3.661188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319291 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -36611888.000000 Penalty: 6287.709961
	Iteration 95Q: 3 clusters Score -3.661189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319297 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -36611876.000000 Penalty: 6287.709961
	Iteration 96Q: 3 clusters Score -3.661188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319300 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -36611896.000000 Penalty: 6287.709961
	Iteration 97Q: 3 clusters Score -3.66119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319303 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -36611904.000000 Penalty: 6287.709961
	Iteration 98Q: 3 clusters Score -3.66119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319308 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 99Q: 3 clusters Score -3.661188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319313 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -36611876.000000 Penalty: 6287.709961
	Iteration 100F: 3 clusters Score -3.661188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319318 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -36611860.000000 Penalty: 6287.709961
	Iteration 101Q: 3 clusters Score -3.661186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319319 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -36611864.000000 Penalty: 6287.709961
	Iteration 102Q: 3 clusters Score -3.661186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -36611856.000000 Penalty: 6287.709961
	Iteration 103Q: 3 clusters Score -3.661186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319324 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -36611864.000000 Penalty: 6287.709961
	Iteration 104Q: 3 clusters Score -3.661186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319330 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 105Q: 3 clusters Score -3.661188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319335 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -36611892.000000 Penalty: 6287.709961
	Iteration 106Q: 3 clusters Score -3.661189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -36611904.000000 Penalty: 6287.709961
	Iteration 107Q: 3 clusters Score -3.66119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319343 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 108Q: 3 clusters Score -3.661188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319350 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -36611888.000000 Penalty: 6287.709961
	Iteration 109Q: 3 clusters Score -3.661189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319359 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -36611876.000000 Penalty: 6287.709961
	Iteration 110Q: 3 clusters Score -3.661188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319366 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -36611892.000000 Penalty: 6287.709961
	Iteration 111Q: 3 clusters Score -3.661189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319371 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6287.709961
	Iteration 112Q: 3 clusters Score -3.661188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319375 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -36611892.000000 Penalty: 6287.709961
	Iteration 113Q: 3 clusters Score -3.661189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319378 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -36611876.000000 Penalty: 6287.709961
	Iteration 114Q: 3 clusters Score -3.661188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319381 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36611892.000000 Penalty: 6287.709961
	Iteration 115Q: 3 clusters Score -3.661189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319382 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -36611892.000000 Penalty: 6287.709961
	Iteration 116Q: 3 clusters Score -3.661189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319386 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 117Q: 3 clusters Score -3.661188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319387 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 118Q: 3 clusters Score -3.661188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319388 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -36611880.000000 Penalty: 6287.709961
	Iteration 119Q: 3 clusters Score -3.661188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319388 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6287.709961
	Iteration 120F: 3 clusters Score -3.661188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319390 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6287.709961
	Iteration 121Q: 3 clusters Score -3.661188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319390 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6287.709961
	Iteration 122F: 3 clusters Score -3.661188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -26344.246094 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -26344.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25108.917969 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -25108.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25340.042969 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -25340.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25471.177734 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -25471.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25543.412109 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -25543.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25615.849609 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -25615.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25615.849609 Penalty: 2834.011475
	Iteration 5F: 3 clusters Score -25615.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Entering Unmasked Estep 
Score: -8240937.000000 Penalty: 2769.575439
	Iteration 0F: 2 clusters Score -8240937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8193381.500000 Penalty: 5539.150879
	Iteration 0F: 3 clusters Score -8193382 nChanged 33083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -8211952.500000 Penalty: 5539.150879
	Iteration 1F: 3 clusters Score -8211952 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8212554.000000 Penalty: 5539.150879
	Iteration 2Q: 3 clusters Score -8212554 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8213181.500000 Penalty: 5539.150879
	Iteration 3Q: 3 clusters Score -8213182 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -8214022.500000 Penalty: 5539.150879
	Iteration 4Q: 3 clusters Score -8214022 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -8215109.500000 Penalty: 5539.150879
	Iteration 5Q: 3 clusters Score -8215110 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -8216478.500000 Penalty: 5539.150879
	Iteration 6Q: 3 clusters Score -8216478 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8218584.000000 Penalty: 5539.150879
	Iteration 7F: 3 clusters Score -8218584 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -8221638.000000 Penalty: 5539.150879
	Iteration 8F: 3 clusters Score -8221638 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -8225603.500000 Penalty: 5539.150879
	Iteration 9F: 3 clusters Score -8225604 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -8229709.500000 Penalty: 5539.150879
	Iteration 10F: 3 clusters Score -8229710 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -8233012.000000 Penalty: 5539.150879
	Iteration 11F: 3 clusters Score -8233012 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -8235248.000000 Penalty: 5539.150879
	Iteration 12Q: 3 clusters Score -8235248 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -8236721.000000 Penalty: 5539.150879
	Iteration 13Q: 3 clusters Score -8236721 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -8237658.000000 Penalty: 5539.150879
	Iteration 14Q: 3 clusters Score -8237658 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -8238300.500000 Penalty: 5539.150879
	Iteration 15Q: 3 clusters Score -8238300 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -8238674.500000 Penalty: 5539.150879
	Iteration 16Q: 3 clusters Score -8238674 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -8238918.000000 Penalty: 5539.150879
	Iteration 17Q: 3 clusters Score -8238918 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 69545 members 
Entering Unmasked Estep 
Score: -8239089.500000 Penalty: 5539.150879
	Iteration 18Q: 3 clusters Score -8239090 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -8239183.000000 Penalty: 5539.150879
	Iteration 19Q: 3 clusters Score -8239183 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -8239236.500000 Penalty: 5539.150879
	Iteration 20F: 3 clusters Score -8239236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -8239277.500000 Penalty: 5539.150879
	Iteration 21Q: 3 clusters Score -8239278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -8239300.000000 Penalty: 5539.150879
	Iteration 22Q: 3 clusters Score -8239300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -8239329.500000 Penalty: 5539.150879
	Iteration 23Q: 3 clusters Score -8239330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -8239335.500000 Penalty: 5539.150879
	Iteration 24Q: 3 clusters Score -8239336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -8239340.000000 Penalty: 5539.150879
	Iteration 25Q: 3 clusters Score -8239340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -8239347.000000 Penalty: 5539.150879
	Iteration 26Q: 3 clusters Score -8239347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -8239357.500000 Penalty: 5539.150879
	Iteration 27Q: 3 clusters Score -8239358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -8239347.500000 Penalty: 5539.150879
	Iteration 28Q: 3 clusters Score -8239348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -8239351.000000 Penalty: 5539.150879
	Iteration 29Q: 3 clusters Score -8239351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -8239357.500000 Penalty: 5539.150879
	Iteration 30Q: 3 clusters Score -8239358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -8239361.500000 Penalty: 5539.150879
	Iteration 31Q: 3 clusters Score -8239362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -8239371.000000 Penalty: 5539.150879
	Iteration 32Q: 3 clusters Score -8239371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -8239371.000000 Penalty: 5539.150879
	Iteration 33F: 3 clusters Score -8239371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -965800.062500 Penalty: 2241.867676
	Iteration 0F: 2 clusters Score -965800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -959181.937500 Penalty: 4483.735352
	Iteration 0F: 3 clusters Score -959181.9 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -961027.750000 Penalty: 4483.735352
	Iteration 1F: 3 clusters Score -961027.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -961332.375000 Penalty: 4483.735352
	Iteration 2F: 3 clusters Score -961332.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -961510.437500 Penalty: 4483.735352
	Iteration 3Q: 3 clusters Score -961510.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -961620.000000 Penalty: 4483.735352
	Iteration 4Q: 3 clusters Score -961620 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -961699.187500 Penalty: 4483.735352
	Iteration 5Q: 3 clusters Score -961699.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -961777.125000 Penalty: 4483.735352
	Iteration 6Q: 3 clusters Score -961777.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -961851.625000 Penalty: 4483.735352
	Iteration 7Q: 3 clusters Score -961851.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -961921.250000 Penalty: 4483.735352
	Iteration 8Q: 3 clusters Score -961921.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -962002.750000 Penalty: 4483.735352
	Iteration 9Q: 3 clusters Score -962002.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -962089.875000 Penalty: 4483.735352
	Iteration 10Q: 3 clusters Score -962089.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -962180.000000 Penalty: 4483.735352
	Iteration 11Q: 3 clusters Score -962180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -962273.750000 Penalty: 4483.735352
	Iteration 12Q: 3 clusters Score -962273.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -962372.875000 Penalty: 4483.735352
	Iteration 13Q: 3 clusters Score -962372.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -962499.500000 Penalty: 4483.735352
	Iteration 14Q: 3 clusters Score -962499.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -962657.875000 Penalty: 4483.735352
	Iteration 15Q: 3 clusters Score -962657.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -962888.187500 Penalty: 4483.735352
	Iteration 16Q: 3 clusters Score -962888.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -963161.875000 Penalty: 4483.735352
	Iteration 17Q: 3 clusters Score -963161.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -963389.937500 Penalty: 4483.735352
	Iteration 18Q: 3 clusters Score -963389.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -963580.750000 Penalty: 4483.735352
	Iteration 19Q: 3 clusters Score -963580.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -963794.062500 Penalty: 4483.735352
	Iteration 20F: 3 clusters Score -963794.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -964034.562500 Penalty: 4483.735352
	Iteration 21Q: 3 clusters Score -964034.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -964209.937500 Penalty: 4483.735352
	Iteration 22Q: 3 clusters Score -964209.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -964349.312500 Penalty: 4483.735352
	Iteration 23Q: 3 clusters Score -964349.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -964423.000000 Penalty: 4483.735352
	Iteration 24Q: 3 clusters Score -964423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -964465.250000 Penalty: 4483.735352
	Iteration 25Q: 3 clusters Score -964465.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -964490.812500 Penalty: 4483.735352
	Iteration 26Q: 3 clusters Score -964490.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -964503.187500 Penalty: 4483.735352
	Iteration 27Q: 3 clusters Score -964503.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -964506.750000 Penalty: 4483.735352
	Iteration 28Q: 3 clusters Score -964506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -964510.500000 Penalty: 4483.735352
	Iteration 29Q: 3 clusters Score -964510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -964511.875000 Penalty: 4483.735352
	Iteration 30Q: 3 clusters Score -964511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -964516.125000 Penalty: 4483.735352
	Iteration 31Q: 3 clusters Score -964516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -964516.250000 Penalty: 4483.735352
	Iteration 32Q: 3 clusters Score -964516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -964520.750000 Penalty: 4483.735352
	Iteration 33Q: 3 clusters Score -964520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -964521.812500 Penalty: 4483.735352
	Iteration 34Q: 3 clusters Score -964521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -964522.812500 Penalty: 4483.735352
	Iteration 35Q: 3 clusters Score -964522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -964523.562500 Penalty: 4483.735352
	Iteration 36Q: 3 clusters Score -964523.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -964523.562500 Penalty: 4483.735352
	Iteration 37F: 3 clusters Score -964523.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -215451.359375 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -215451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212836.343750 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -212836.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -213281.906250 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -213281.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213404.000000 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -213404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -213473.359375 Penalty: 3762.299316
	Iteration 3Q: 3 clusters Score -213473.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213513.234375 Penalty: 3762.299316
	Iteration 4Q: 3 clusters Score -213513.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213536.156250 Penalty: 3762.299316
	Iteration 5Q: 3 clusters Score -213536.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213556.375000 Penalty: 3762.299316
	Iteration 6Q: 3 clusters Score -213556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213564.343750 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -213564.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213570.968750 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -213571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213575.937500 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -213575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213578.843750 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -213578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213581.015625 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -213581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213584.968750 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -213585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -213590.640625 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -213590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213594.562500 Penalty: 3762.299316
	Iteration 14Q: 3 clusters Score -213594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213595.031250 Penalty: 3762.299316
	Iteration 15Q: 3 clusters Score -213595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213595.031250 Penalty: 3762.299316
	Iteration 16F: 3 clusters Score -213595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -61086.769531 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -61086.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59489.902344 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -59489.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59689.648438 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -59689.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59758.535156 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -59758.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59781.562500 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -59781.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59790.945312 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -59790.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59815.535156 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -59815.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59832.847656 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59832.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59836.765625 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59836.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59840.089844 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59840.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59840.089844 Penalty: 3165.380615
	Iteration 9F: 3 clusters Score -59840.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Entering Unmasked Estep 
Score: -874850.687500 Penalty: 2221.558594
	Iteration 0F: 2 clusters Score -874850.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -868582.125000 Penalty: 4443.117188
	Iteration 0F: 3 clusters Score -868582.1 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -870289.437500 Penalty: 4443.117188
	Iteration 1F: 3 clusters Score -870289.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -870618.625000 Penalty: 4443.117188
	Iteration 2F: 3 clusters Score -870618.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -870834.750000 Penalty: 4443.117188
	Iteration 3F: 3 clusters Score -870834.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -871023.125000 Penalty: 4443.117188
	Iteration 4Q: 3 clusters Score -871023.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -871189.812500 Penalty: 4443.117188
	Iteration 5Q: 3 clusters Score -871189.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -871341.500000 Penalty: 4443.117188
	Iteration 6Q: 3 clusters Score -871341.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -871481.500000 Penalty: 4443.117188
	Iteration 7Q: 3 clusters Score -871481.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -871623.750000 Penalty: 4443.117188
	Iteration 8Q: 3 clusters Score -871623.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -871776.875000 Penalty: 4443.117188
	Iteration 9Q: 3 clusters Score -871776.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -871926.375000 Penalty: 4443.117188
	Iteration 10Q: 3 clusters Score -871926.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -872073.000000 Penalty: 4443.117188
	Iteration 11Q: 3 clusters Score -872073 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -872232.750000 Penalty: 4443.117188
	Iteration 12Q: 3 clusters Score -872232.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -872373.062500 Penalty: 4443.117188
	Iteration 13Q: 3 clusters Score -872373.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -872484.062500 Penalty: 4443.117188
	Iteration 14Q: 3 clusters Score -872484.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -872572.750000 Penalty: 4443.117188
	Iteration 15Q: 3 clusters Score -872572.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -872664.875000 Penalty: 4443.117188
	Iteration 16Q: 3 clusters Score -872664.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -872738.437500 Penalty: 4443.117188
	Iteration 17Q: 3 clusters Score -872738.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -872794.937500 Penalty: 4443.117188
	Iteration 18Q: 3 clusters Score -872794.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -872837.187500 Penalty: 4443.117188
	Iteration 19Q: 3 clusters Score -872837.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -872861.250000 Penalty: 4443.117188
	Iteration 20F: 3 clusters Score -872861.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -872878.750000 Penalty: 4443.117188
	Iteration 21Q: 3 clusters Score -872878.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -872895.812500 Penalty: 4443.117188
	Iteration 22Q: 3 clusters Score -872895.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -872909.562500 Penalty: 4443.117188
	Iteration 23Q: 3 clusters Score -872909.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -872925.625000 Penalty: 4443.117188
	Iteration 24Q: 3 clusters Score -872925.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -872937.062500 Penalty: 4443.117188
	Iteration 25Q: 3 clusters Score -872937.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -872950.437500 Penalty: 4443.117188
	Iteration 26Q: 3 clusters Score -872950.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -872957.562500 Penalty: 4443.117188
	Iteration 27Q: 3 clusters Score -872957.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -872964.062500 Penalty: 4443.117188
	Iteration 28Q: 3 clusters Score -872964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -872973.000000 Penalty: 4443.117188
	Iteration 29Q: 3 clusters Score -872973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -872980.562500 Penalty: 4443.117188
	Iteration 30Q: 3 clusters Score -872980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -872987.375000 Penalty: 4443.117188
	Iteration 31Q: 3 clusters Score -872987.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -872995.687500 Penalty: 4443.117188
	Iteration 32Q: 3 clusters Score -872995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -873001.625000 Penalty: 4443.117188
	Iteration 33Q: 3 clusters Score -873001.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -873006.875000 Penalty: 4443.117188
	Iteration 34Q: 3 clusters Score -873006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -873012.750000 Penalty: 4443.117188
	Iteration 35Q: 3 clusters Score -873012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -873016.875000 Penalty: 4443.117188
	Iteration 36Q: 3 clusters Score -873016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -873021.250000 Penalty: 4443.117188
	Iteration 37Q: 3 clusters Score -873021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -873022.812500 Penalty: 4443.117188
	Iteration 38Q: 3 clusters Score -873022.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -873024.062500 Penalty: 4443.117188
	Iteration 39Q: 3 clusters Score -873024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -873025.562500 Penalty: 4443.117188
	Iteration 40F: 3 clusters Score -873025.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Entering Unmasked Estep 
Score: -2051549.125000 Penalty: 2425.304688
	Iteration 0F: 2 clusters Score -2051549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2038961.500000 Penalty: 4850.609375
	Iteration 0F: 3 clusters Score -2038962 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2043068.625000 Penalty: 4850.609375
	Iteration 1F: 3 clusters Score -2043069 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2043447.125000 Penalty: 4850.609375
	Iteration 2F: 3 clusters Score -2043447 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2043770.250000 Penalty: 4850.609375
	Iteration 3Q: 3 clusters Score -2043770 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2044095.375000 Penalty: 4850.609375
	Iteration 4Q: 3 clusters Score -2044095 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2044419.750000 Penalty: 4850.609375
	Iteration 5Q: 3 clusters Score -2044420 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2044803.875000 Penalty: 4850.609375
	Iteration 6Q: 3 clusters Score -2044804 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2045197.750000 Penalty: 4850.609375
	Iteration 7Q: 3 clusters Score -2045198 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2045589.000000 Penalty: 4850.609375
	Iteration 8Q: 3 clusters Score -2045589 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2045979.125000 Penalty: 4850.609375
	Iteration 9Q: 3 clusters Score -2045979 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2046401.125000 Penalty: 4850.609375
	Iteration 10Q: 3 clusters Score -2046401 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2046797.500000 Penalty: 4850.609375
	Iteration 11Q: 3 clusters Score -2046798 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2047112.250000 Penalty: 4850.609375
	Iteration 12Q: 3 clusters Score -2047112 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2047430.000000 Penalty: 4850.609375
	Iteration 13Q: 3 clusters Score -2047430 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2047739.750000 Penalty: 4850.609375
	Iteration 14Q: 3 clusters Score -2047740 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2048008.750000 Penalty: 4850.609375
	Iteration 15Q: 3 clusters Score -2048009 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2048283.000000 Penalty: 4850.609375
	Iteration 16Q: 3 clusters Score -2048283 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2048533.000000 Penalty: 4850.609375
	Iteration 17Q: 3 clusters Score -2048533 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2048780.625000 Penalty: 4850.609375
	Iteration 18Q: 3 clusters Score -2048781 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2048975.250000 Penalty: 4850.609375
	Iteration 19Q: 3 clusters Score -2048975 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2049174.500000 Penalty: 4850.609375
	Iteration 20F: 3 clusters Score -2049174 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2049356.250000 Penalty: 4850.609375
	Iteration 21Q: 3 clusters Score -2049356 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2049538.250000 Penalty: 4850.609375
	Iteration 22Q: 3 clusters Score -2049538 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2049705.875000 Penalty: 4850.609375
	Iteration 23Q: 3 clusters Score -2049706 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2049821.000000 Penalty: 4850.609375
	Iteration 24Q: 3 clusters Score -2049821 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2049934.500000 Penalty: 4850.609375
	Iteration 25Q: 3 clusters Score -2049934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2050037.500000 Penalty: 4850.609375
	Iteration 26Q: 3 clusters Score -2050038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2050113.000000 Penalty: 4850.609375
	Iteration 27Q: 3 clusters Score -2050113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2050169.875000 Penalty: 4850.609375
	Iteration 28Q: 3 clusters Score -2050170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2050225.000000 Penalty: 4850.609375
	Iteration 29Q: 3 clusters Score -2050225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2050253.250000 Penalty: 4850.609375
	Iteration 30Q: 3 clusters Score -2050253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2050270.625000 Penalty: 4850.609375
	Iteration 31Q: 3 clusters Score -2050271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2050292.375000 Penalty: 4850.609375
	Iteration 32Q: 3 clusters Score -2050292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2050298.875000 Penalty: 4850.609375
	Iteration 33Q: 3 clusters Score -2050299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2050308.250000 Penalty: 4850.609375
	Iteration 34Q: 3 clusters Score -2050308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2050312.625000 Penalty: 4850.609375
	Iteration 35Q: 3 clusters Score -2050313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2050313.125000 Penalty: 4850.609375
	Iteration 36Q: 3 clusters Score -2050313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2050318.875000 Penalty: 4850.609375
	Iteration 37Q: 3 clusters Score -2050319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2050324.750000 Penalty: 4850.609375
	Iteration 38Q: 3 clusters Score -2050325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2050328.500000 Penalty: 4850.609375
	Iteration 39Q: 3 clusters Score -2050328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2050329.500000 Penalty: 4850.609375
	Iteration 40F: 3 clusters Score -2050330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2050328.750000 Penalty: 4850.609375
	Iteration 41Q: 3 clusters Score -2050329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2050331.125000 Penalty: 4850.609375
	Iteration 42Q: 3 clusters Score -2050331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2050332.875000 Penalty: 4850.609375
	Iteration 43Q: 3 clusters Score -2050333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2050332.625000 Penalty: 4850.609375
	Iteration 44Q: 3 clusters Score -2050333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2050332.875000 Penalty: 4850.609375
	Iteration 45Q: 3 clusters Score -2050333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2050338.500000 Penalty: 4850.609375
	Iteration 46Q: 3 clusters Score -2050338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2050340.625000 Penalty: 4850.609375
	Iteration 47Q: 3 clusters Score -2050341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2050344.125000 Penalty: 4850.609375
	Iteration 48Q: 3 clusters Score -2050344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2050343.500000 Penalty: 4850.609375
	Iteration 49Q: 3 clusters Score -2050344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2050345.125000 Penalty: 4850.609375
	Iteration 50Q: 3 clusters Score -2050345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2050343.875000 Penalty: 4850.609375
	Iteration 51Q: 3 clusters Score -2050344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2050346.250000 Penalty: 4850.609375
	Iteration 52Q: 3 clusters Score -2050346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2050345.000000 Penalty: 4850.609375
	Iteration 53Q: 3 clusters Score -2050345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2050345.000000 Penalty: 4850.609375
	Iteration 54F: 3 clusters Score -2050345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -55002.277344 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -55002.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53485.558594 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -53485.56 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53630.390625 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -53630.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53675.726562 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -53675.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53702.074219 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -53702.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53711.171875 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53711.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53716.421875 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53716.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53719.312500 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53719.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53722.152344 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53722.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53731.070312 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53731.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53731.070312 Penalty: 3115.076416
	Iteration 9F: 3 clusters Score -53731.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -217346.000000 Penalty: 1872.694336
	Iteration 0F: 2 clusters Score -217346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -214770.750000 Penalty: 3745.388672
	Iteration 0F: 3 clusters Score -214770.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215243.562500 Penalty: 3745.388672
	Iteration 1F: 3 clusters Score -215243.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215355.125000 Penalty: 3745.388672
	Iteration 2F: 3 clusters Score -215355.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -215417.750000 Penalty: 3745.388672
	Iteration 3Q: 3 clusters Score -215417.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -215447.000000 Penalty: 3745.388672
	Iteration 4Q: 3 clusters Score -215447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215458.640625 Penalty: 3745.388672
	Iteration 5Q: 3 clusters Score -215458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215467.015625 Penalty: 3745.388672
	Iteration 6Q: 3 clusters Score -215467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215473.640625 Penalty: 3745.388672
	Iteration 7Q: 3 clusters Score -215473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215476.250000 Penalty: 3745.388672
	Iteration 8Q: 3 clusters Score -215476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -215479.000000 Penalty: 3745.388672
	Iteration 9Q: 3 clusters Score -215479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215483.593750 Penalty: 3745.388672
	Iteration 10Q: 3 clusters Score -215483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -215486.625000 Penalty: 3745.388672
	Iteration 11Q: 3 clusters Score -215486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215487.250000 Penalty: 3745.388672
	Iteration 12Q: 3 clusters Score -215487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215487.765625 Penalty: 3745.388672
	Iteration 13Q: 3 clusters Score -215487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215487.765625 Penalty: 3745.388672
	Iteration 14F: 3 clusters Score -215487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -435645.375000 Penalty: 2056.365479
	Iteration 0F: 2 clusters Score -435645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -431794.875000 Penalty: 4112.730957
	Iteration 0F: 3 clusters Score -431794.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -432577.406250 Penalty: 4112.730957
	Iteration 1F: 3 clusters Score -432577.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -432779.250000 Penalty: 4112.730957
	Iteration 2F: 3 clusters Score -432779.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -432946.062500 Penalty: 4112.730957
	Iteration 3F: 3 clusters Score -432946.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -433103.531250 Penalty: 4112.730957
	Iteration 4Q: 3 clusters Score -433103.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -433259.312500 Penalty: 4112.730957
	Iteration 5Q: 3 clusters Score -433259.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -433420.812500 Penalty: 4112.730957
	Iteration 6Q: 3 clusters Score -433420.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -433618.468750 Penalty: 4112.730957
	Iteration 7Q: 3 clusters Score -433618.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -433805.906250 Penalty: 4112.730957
	Iteration 8Q: 3 clusters Score -433805.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -433998.187500 Penalty: 4112.730957
	Iteration 9Q: 3 clusters Score -433998.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -434158.406250 Penalty: 4112.730957
	Iteration 10Q: 3 clusters Score -434158.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -434301.312500 Penalty: 4112.730957
	Iteration 11Q: 3 clusters Score -434301.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -434435.156250 Penalty: 4112.730957
	Iteration 12Q: 3 clusters Score -434435.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -434581.250000 Penalty: 4112.730957
	Iteration 13Q: 3 clusters Score -434581.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -434706.781250 Penalty: 4112.730957
	Iteration 14Q: 3 clusters Score -434706.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -434810.062500 Penalty: 4112.730957
	Iteration 15Q: 3 clusters Score -434810.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -434915.531250 Penalty: 4112.730957
	Iteration 16Q: 3 clusters Score -434915.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435016.531250 Penalty: 4112.730957
	Iteration 17Q: 3 clusters Score -435016.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -435071.468750 Penalty: 4112.730957
	Iteration 18Q: 3 clusters Score -435071.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -435106.156250 Penalty: 4112.730957
	Iteration 19Q: 3 clusters Score -435106.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -435119.312500 Penalty: 4112.730957
	Iteration 20F: 3 clusters Score -435119.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -435132.406250 Penalty: 4112.730957
	Iteration 21Q: 3 clusters Score -435132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -435144.875000 Penalty: 4112.730957
	Iteration 22Q: 3 clusters Score -435144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -435148.531250 Penalty: 4112.730957
	Iteration 23Q: 3 clusters Score -435148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -435149.843750 Penalty: 4112.730957
	Iteration 24Q: 3 clusters Score -435149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -435151.093750 Penalty: 4112.730957
	Iteration 25Q: 3 clusters Score -435151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -435151.093750 Penalty: 4112.730957
	Iteration 26F: 3 clusters Score -435151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8389.451172 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8389.451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7673.430664 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -7673.431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -200254.171875 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -200254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -197759.156250 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -197759.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -198138.984375 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -198139 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -198257.234375 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -198257.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -198314.375000 Penalty: 3700.117676
	Iteration 3Q: 3 clusters Score -198314.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -198344.578125 Penalty: 3700.117676
	Iteration 4Q: 3 clusters Score -198344.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -198361.890625 Penalty: 3700.117676
	Iteration 5Q: 3 clusters Score -198361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198373.890625 Penalty: 3700.117676
	Iteration 6Q: 3 clusters Score -198373.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -198383.875000 Penalty: 3700.117676
	Iteration 7Q: 3 clusters Score -198383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -198390.890625 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -198390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -198395.781250 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -198395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -198398.328125 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -198398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -198400.484375 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -198400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -198403.437500 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -198403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198405.812500 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -198405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -198408.234375 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -198408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198410.171875 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -198410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -198411.125000 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -198411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -198412.203125 Penalty: 3700.117676
	Iteration 17Q: 3 clusters Score -198412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198412.796875 Penalty: 3700.117676
	Iteration 18Q: 3 clusters Score -198412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198412.796875 Penalty: 3700.117676
	Iteration 19F: 3 clusters Score -198412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Entering Unmasked Estep 
Score: -2652710.000000 Penalty: 2487.229492
	Iteration 0F: 2 clusters Score -2652710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2636931.000000 Penalty: 4974.458984
	Iteration 0F: 3 clusters Score -2636931 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2642226.250000 Penalty: 4974.458984
	Iteration 1F: 3 clusters Score -2642226 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2642685.750000 Penalty: 4974.458984
	Iteration 2F: 3 clusters Score -2642686 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2643124.000000 Penalty: 4974.458984
	Iteration 3Q: 3 clusters Score -2643124 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2643661.750000 Penalty: 4974.458984
	Iteration 4Q: 3 clusters Score -2643662 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2644403.500000 Penalty: 4974.458984
	Iteration 5F: 3 clusters Score -2644404 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2645490.750000 Penalty: 4974.458984
	Iteration 6F: 3 clusters Score -2645491 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2646857.000000 Penalty: 4974.458984
	Iteration 7F: 3 clusters Score -2646857 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2648198.000000 Penalty: 4974.458984
	Iteration 8F: 3 clusters Score -2648198 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2649319.250000 Penalty: 4974.458984
	Iteration 9F: 3 clusters Score -2649319 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2649987.000000 Penalty: 4974.458984
	Iteration 10Q: 3 clusters Score -2649987 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2650338.250000 Penalty: 4974.458984
	Iteration 11Q: 3 clusters Score -2650338 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2650551.500000 Penalty: 4974.458984
	Iteration 12Q: 3 clusters Score -2650552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2650673.000000 Penalty: 4974.458984
	Iteration 13Q: 3 clusters Score -2650673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2650730.500000 Penalty: 4974.458984
	Iteration 14Q: 3 clusters Score -2650730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2650780.750000 Penalty: 4974.458984
	Iteration 15Q: 3 clusters Score -2650781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2650802.250000 Penalty: 4974.458984
	Iteration 16Q: 3 clusters Score -2650802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2650815.000000 Penalty: 4974.458984
	Iteration 17Q: 3 clusters Score -2650815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2650820.500000 Penalty: 4974.458984
	Iteration 18Q: 3 clusters Score -2650820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2650827.500000 Penalty: 4974.458984
	Iteration 19Q: 3 clusters Score -2650828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2650837.750000 Penalty: 4974.458984
	Iteration 20F: 3 clusters Score -2650838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2650838.500000 Penalty: 4974.458984
	Iteration 21Q: 3 clusters Score -2650838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2650841.500000 Penalty: 4974.458984
	Iteration 22Q: 3 clusters Score -2650842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2650847.000000 Penalty: 4974.458984
	Iteration 23Q: 3 clusters Score -2650847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2650855.250000 Penalty: 4974.458984
	Iteration 24Q: 3 clusters Score -2650855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2650859.000000 Penalty: 4974.458984
	Iteration 25Q: 3 clusters Score -2650859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2650864.500000 Penalty: 4974.458984
	Iteration 26Q: 3 clusters Score -2650864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2650858.750000 Penalty: 4974.458984
	Iteration 27Q: 3 clusters Score -2650859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2650866.000000 Penalty: 4974.458984
	Iteration 28Q: 3 clusters Score -2650866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2650861.000000 Penalty: 4974.458984
	Iteration 29Q: 3 clusters Score -2650861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2650861.000000 Penalty: 4974.458984
	Iteration 30F: 3 clusters Score -2650861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -53770.445312 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -53770.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52231.203125 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -52231.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52436.351562 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -52436.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52491.562500 Penalty: 3134.208252
	Iteration 2Q: 3 clusters Score -52491.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52526.914062 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -52526.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52552.343750 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -52552.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52586.949219 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -52586.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52621.718750 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -52621.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52652.210938 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -52652.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52687.792969 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -52687.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52724.535156 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -52724.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52759.351562 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -52759.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52784.925781 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -52784.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52805.031250 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -52805.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52827.988281 Penalty: 3134.208252
	Iteration 13Q: 3 clusters Score -52827.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52861.828125 Penalty: 3134.208252
	Iteration 14Q: 3 clusters Score -52861.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52866.632812 Penalty: 3134.208252
	Iteration 15Q: 3 clusters Score -52866.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52874.281250 Penalty: 3134.208252
	Iteration 16Q: 3 clusters Score -52874.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52875.687500 Penalty: 3134.208252
	Iteration 17Q: 3 clusters Score -52875.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52875.687500 Penalty: 3134.208252
	Iteration 18F: 3 clusters Score -52875.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Entering Unmasked Estep 
Score: -7450472.000000 Penalty: 2743.750000
	Iteration 0F: 2 clusters Score -7450472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7407641.000000 Penalty: 5487.500000
	Iteration 0F: 3 clusters Score -7407641 nChanged 29658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -7424439.000000 Penalty: 5487.500000
	Iteration 1F: 3 clusters Score -7424439 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7425663.500000 Penalty: 5487.500000
	Iteration 2Q: 3 clusters Score -7425664 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -7427665.000000 Penalty: 5487.500000
	Iteration 3F: 3 clusters Score -7427665 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -7431040.000000 Penalty: 5487.500000
	Iteration 4F: 3 clusters Score -7431040 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -7436126.500000 Penalty: 5487.500000
	Iteration 5F: 3 clusters Score -7436126 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -7441970.000000 Penalty: 5487.500000
	Iteration 6F: 3 clusters Score -7441970 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -7445789.500000 Penalty: 5487.500000
	Iteration 7F: 3 clusters Score -7445790 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -7447356.000000 Penalty: 5487.500000
	Iteration 8Q: 3 clusters Score -7447356 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -7447800.500000 Penalty: 5487.500000
	Iteration 9Q: 3 clusters Score -7447800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 63531 members 
Entering Unmasked Estep 
Score: -7447936.500000 Penalty: 5487.500000
	Iteration 10Q: 3 clusters Score -7447936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -7447993.000000 Penalty: 5487.500000
	Iteration 11Q: 3 clusters Score -7447993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -7448009.500000 Penalty: 5487.500000
	Iteration 12Q: 3 clusters Score -7448010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -7448035.000000 Penalty: 5487.500000
	Iteration 13Q: 3 clusters Score -7448035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -7448051.000000 Penalty: 5487.500000
	Iteration 14Q: 3 clusters Score -7448051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -7448055.000000 Penalty: 5487.500000
	Iteration 15Q: 3 clusters Score -7448055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -7448066.000000 Penalty: 5487.500000
	Iteration 16Q: 3 clusters Score -7448066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -7448065.000000 Penalty: 5487.500000
	Iteration 17Q: 3 clusters Score -7448065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -7448072.500000 Penalty: 5487.500000
	Iteration 18Q: 3 clusters Score -7448072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -7448089.500000 Penalty: 5487.500000
	Iteration 19Q: 3 clusters Score -7448090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -7448091.500000 Penalty: 5487.500000
	Iteration 20F: 3 clusters Score -7448092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -7448100.000000 Penalty: 5487.500000
	Iteration 21Q: 3 clusters Score -7448100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -7448111.500000 Penalty: 5487.500000
	Iteration 22Q: 3 clusters Score -7448112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -7448118.000000 Penalty: 5487.500000
	Iteration 23Q: 3 clusters Score -7448118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -7448131.000000 Penalty: 5487.500000
	Iteration 24Q: 3 clusters Score -7448131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -7448134.000000 Penalty: 5487.500000
	Iteration 25Q: 3 clusters Score -7448134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -7448138.500000 Penalty: 5487.500000
	Iteration 26Q: 3 clusters Score -7448138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -7448138.500000 Penalty: 5487.500000
	Iteration 27F: 3 clusters Score -7448138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Entering Unmasked Estep 
Score: -3683221.750000 Penalty: 2578.575439
	Iteration 0F: 2 clusters Score -3683222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3660888.250000 Penalty: 5157.150879
	Iteration 0F: 3 clusters Score -3660888 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3668948.000000 Penalty: 5157.150879
	Iteration 1F: 3 clusters Score -3668948 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3669435.000000 Penalty: 5157.150879
	Iteration 2Q: 3 clusters Score -3669435 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3669838.000000 Penalty: 5157.150879
	Iteration 3Q: 3 clusters Score -3669838 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3670192.250000 Penalty: 5157.150879
	Iteration 4Q: 3 clusters Score -3670192 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3670584.000000 Penalty: 5157.150879
	Iteration 5Q: 3 clusters Score -3670584 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3671050.000000 Penalty: 5157.150879
	Iteration 6Q: 3 clusters Score -3671050 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3671669.500000 Penalty: 5157.150879
	Iteration 7Q: 3 clusters Score -3671670 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3672508.750000 Penalty: 5157.150879
	Iteration 8Q: 3 clusters Score -3672509 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3673489.750000 Penalty: 5157.150879
	Iteration 9Q: 3 clusters Score -3673490 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3674658.750000 Penalty: 5157.150879
	Iteration 10F: 3 clusters Score -3674659 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3675866.250000 Penalty: 5157.150879
	Iteration 11Q: 3 clusters Score -3675866 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3677072.250000 Penalty: 5157.150879
	Iteration 12Q: 3 clusters Score -3677072 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3677997.750000 Penalty: 5157.150879
	Iteration 13Q: 3 clusters Score -3677998 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3678668.250000 Penalty: 5157.150879
	Iteration 14Q: 3 clusters Score -3678668 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3679172.250000 Penalty: 5157.150879
	Iteration 15Q: 3 clusters Score -3679172 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3679488.000000 Penalty: 5157.150879
	Iteration 16Q: 3 clusters Score -3679488 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3679743.000000 Penalty: 5157.150879
	Iteration 17Q: 3 clusters Score -3679743 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3679966.750000 Penalty: 5157.150879
	Iteration 18Q: 3 clusters Score -3679967 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3680136.250000 Penalty: 5157.150879
	Iteration 19Q: 3 clusters Score -3680136 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3680270.750000 Penalty: 5157.150879
	Iteration 20F: 3 clusters Score -3680271 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3680396.500000 Penalty: 5157.150879
	Iteration 21Q: 3 clusters Score -3680396 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3680509.750000 Penalty: 5157.150879
	Iteration 22Q: 3 clusters Score -3680510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3680577.250000 Penalty: 5157.150879
	Iteration 23Q: 3 clusters Score -3680577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3680645.250000 Penalty: 5157.150879
	Iteration 24Q: 3 clusters Score -3680645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3680682.000000 Penalty: 5157.150879
	Iteration 25Q: 3 clusters Score -3680682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3680720.000000 Penalty: 5157.150879
	Iteration 26Q: 3 clusters Score -3680720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3680767.750000 Penalty: 5157.150879
	Iteration 27Q: 3 clusters Score -3680768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3680797.250000 Penalty: 5157.150879
	Iteration 28Q: 3 clusters Score -3680797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3680822.750000 Penalty: 5157.150879
	Iteration 29Q: 3 clusters Score -3680823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3680838.500000 Penalty: 5157.150879
	Iteration 30Q: 3 clusters Score -3680838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3680858.000000 Penalty: 5157.150879
	Iteration 31Q: 3 clusters Score -3680858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3680880.500000 Penalty: 5157.150879
	Iteration 32Q: 3 clusters Score -3680880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3680891.750000 Penalty: 5157.150879
	Iteration 33Q: 3 clusters Score -3680892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3680896.000000 Penalty: 5157.150879
	Iteration 34Q: 3 clusters Score -3680896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3680909.500000 Penalty: 5157.150879
	Iteration 35Q: 3 clusters Score -3680910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3680909.750000 Penalty: 5157.150879
	Iteration 36Q: 3 clusters Score -3680910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3680915.250000 Penalty: 5157.150879
	Iteration 37Q: 3 clusters Score -3680915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3680919.750000 Penalty: 5157.150879
	Iteration 38Q: 3 clusters Score -3680920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3680923.500000 Penalty: 5157.150879
	Iteration 39Q: 3 clusters Score -3680924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3680934.000000 Penalty: 5157.150879
	Iteration 40F: 3 clusters Score -3680934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3680938.750000 Penalty: 5157.150879
	Iteration 41Q: 3 clusters Score -3680939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3680944.750000 Penalty: 5157.150879
	Iteration 42Q: 3 clusters Score -3680945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3680950.500000 Penalty: 5157.150879
	Iteration 43Q: 3 clusters Score -3680950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3680957.500000 Penalty: 5157.150879
	Iteration 44Q: 3 clusters Score -3680958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3680966.750000 Penalty: 5157.150879
	Iteration 45Q: 3 clusters Score -3680967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3680973.250000 Penalty: 5157.150879
	Iteration 46Q: 3 clusters Score -3680973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3680983.500000 Penalty: 5157.150879
	Iteration 47Q: 3 clusters Score -3680984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3680977.250000 Penalty: 5157.150879
	Iteration 48Q: 3 clusters Score -3680977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3680981.000000 Penalty: 5157.150879
	Iteration 49Q: 3 clusters Score -3680981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3680982.250000 Penalty: 5157.150879
	Iteration 50Q: 3 clusters Score -3680982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3680983.750000 Penalty: 5157.150879
	Iteration 51Q: 3 clusters Score -3680984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3680987.000000 Penalty: 5157.150879
	Iteration 52Q: 3 clusters Score -3680987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3680986.500000 Penalty: 5157.150879
	Iteration 53Q: 3 clusters Score -3680986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3680986.250000 Penalty: 5157.150879
	Iteration 54Q: 3 clusters Score -3680986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3680990.250000 Penalty: 5157.150879
	Iteration 55Q: 3 clusters Score -3680990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3680989.250000 Penalty: 5157.150879
	Iteration 56Q: 3 clusters Score -3680989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3680993.250000 Penalty: 5157.150879
	Iteration 57Q: 3 clusters Score -3680993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3680994.000000 Penalty: 5157.150879
	Iteration 58Q: 3 clusters Score -3680994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3680993.500000 Penalty: 5157.150879
	Iteration 59Q: 3 clusters Score -3680994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3680993.500000 Penalty: 5157.150879
	Iteration 60F: 3 clusters Score -3680994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (126157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126157 members 
Entering Unmasked Estep 
Score: -14541843.000000 Penalty: 2912.830078
	Iteration 0F: 2 clusters Score -1.454184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -14457383.000000 Penalty: 5825.660156
	Iteration 0F: 3 clusters Score -1.445738e+07 nChanged 60043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -14492186.000000 Penalty: 5825.660156
	Iteration 1F: 3 clusters Score -1.449219e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -14493135.000000 Penalty: 5825.660156
	Iteration 2Q: 3 clusters Score -1.449314e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -14494398.000000 Penalty: 5825.660156
	Iteration 3Q: 3 clusters Score -1.44944e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -14496533.000000 Penalty: 5825.660156
	Iteration 4Q: 3 clusters Score -1.449653e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -14500500.000000 Penalty: 5825.660156
	Iteration 5F: 3 clusters Score -1.45005e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -14507175.000000 Penalty: 5825.660156
	Iteration 6F: 3 clusters Score -1.450718e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -14516595.000000 Penalty: 5825.660156
	Iteration 7F: 3 clusters Score -1.45166e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -14526275.000000 Penalty: 5825.660156
	Iteration 8F: 3 clusters Score -1.452628e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -14533117.000000 Penalty: 5825.660156
	Iteration 9F: 3 clusters Score -1.453312e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -14536536.000000 Penalty: 5825.660156
	Iteration 10Q: 3 clusters Score -1.453654e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124322 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14537999.000000 Penalty: 5825.660156
	Iteration 11Q: 3 clusters Score -1.4538e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14538608.000000 Penalty: 5825.660156
	Iteration 12Q: 3 clusters Score -1.453861e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14538923.000000 Penalty: 5825.660156
	Iteration 13Q: 3 clusters Score -1.453892e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125496 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14539074.000000 Penalty: 5825.660156
	Iteration 14Q: 3 clusters Score -1.453907e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14539168.000000 Penalty: 5825.660156
	Iteration 15Q: 3 clusters Score -1.453917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14539229.000000 Penalty: 5825.660156
	Iteration 16Q: 3 clusters Score -1.453923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14539269.000000 Penalty: 5825.660156
	Iteration 17Q: 3 clusters Score -1.453927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -14539270.000000 Penalty: 5825.660156
	Iteration 18Q: 3 clusters Score -1.453927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125666 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14539286.000000 Penalty: 5825.660156
	Iteration 19Q: 3 clusters Score -1.453929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14539283.000000 Penalty: 5825.660156
	Iteration 20F: 3 clusters Score -1.453928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125672 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14539288.000000 Penalty: 5825.660156
	Iteration 21Q: 3 clusters Score -1.453929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14539288.000000 Penalty: 5825.660156
	Iteration 22Q: 3 clusters Score -1.453929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125681 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14539308.000000 Penalty: 5825.660156
	Iteration 23Q: 3 clusters Score -1.453931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14539313.000000 Penalty: 5825.660156
	Iteration 24Q: 3 clusters Score -1.453931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14539315.000000 Penalty: 5825.660156
	Iteration 25Q: 3 clusters Score -1.453932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14539324.000000 Penalty: 5825.660156
	Iteration 26Q: 3 clusters Score -1.453932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14539324.000000 Penalty: 5825.660156
	Iteration 27Q: 3 clusters Score -1.453932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14539326.000000 Penalty: 5825.660156
	Iteration 28Q: 3 clusters Score -1.453933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125689 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14539335.000000 Penalty: 5825.660156
	Iteration 29Q: 3 clusters Score -1.453934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125692 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14539328.000000 Penalty: 5825.660156
	Iteration 30Q: 3 clusters Score -1.453933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125694 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14539344.000000 Penalty: 5825.660156
	Iteration 31Q: 3 clusters Score -1.453934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14539339.000000 Penalty: 5825.660156
	Iteration 32Q: 3 clusters Score -1.453934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -14539336.000000 Penalty: 5825.660156
	Iteration 33Q: 3 clusters Score -1.453934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125695 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14539336.000000 Penalty: 5825.660156
	Iteration 34Q: 3 clusters Score -1.453934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14539337.000000 Penalty: 5825.660156
	Iteration 35Q: 3 clusters Score -1.453934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14539332.000000 Penalty: 5825.660156
	Iteration 36Q: 3 clusters Score -1.453933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14539334.000000 Penalty: 5825.660156
	Iteration 37Q: 3 clusters Score -1.453933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14539340.000000 Penalty: 5825.660156
	Iteration 38Q: 3 clusters Score -1.453934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14539333.000000 Penalty: 5825.660156
	Iteration 39Q: 3 clusters Score -1.453933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125706 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14539336.000000 Penalty: 5825.660156
	Iteration 40F: 3 clusters Score -1.453934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125707 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14539340.000000 Penalty: 5825.660156
	Iteration 41Q: 3 clusters Score -1.453934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125709 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14539354.000000 Penalty: 5825.660156
	Iteration 42Q: 3 clusters Score -1.453935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14539353.000000 Penalty: 5825.660156
	Iteration 43Q: 3 clusters Score -1.453935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -14539345.000000 Penalty: 5825.660156
	Iteration 44Q: 3 clusters Score -1.453934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125718 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14539350.000000 Penalty: 5825.660156
	Iteration 45Q: 3 clusters Score -1.453935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125719 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -14539353.000000 Penalty: 5825.660156
	Iteration 46Q: 3 clusters Score -1.453935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125720 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14539346.000000 Penalty: 5825.660156
	Iteration 47Q: 3 clusters Score -1.453935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14539344.000000 Penalty: 5825.660156
	Iteration 48Q: 3 clusters Score -1.453934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14539344.000000 Penalty: 5825.660156
	Iteration 49F: 3 clusters Score -1.453934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -55435.718750 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -55435.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53897.148438 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -53897.15 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54184.093750 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -54184.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54292.656250 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -54292.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54419.257812 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -54419.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54536.128906 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -54536.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54668.324219 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -54668.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54853.957031 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -54853.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54994.238281 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -54994.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55059.433594 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -55059.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55088.304688 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -55088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55102.753906 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -55102.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55111.558594 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -55111.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55113.609375 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -55113.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55113.851562 Penalty: 3141.306641
	Iteration 13F: 3 clusters Score -55113.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55128.152344 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -55128.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55149.074219 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -55149.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55153.503906 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -55153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55158.894531 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -55158.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55167.617188 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -55167.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55169.308594 Penalty: 3141.306641
	Iteration 19Q: 3 clusters Score -55169.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55169.308594 Penalty: 3141.306641
	Iteration 20F: 3 clusters Score -55169.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Entering Unmasked Estep 
Score: -19500884.000000 Penalty: 2986.291504
	Iteration 0F: 2 clusters Score -1.950088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -19389080.000000 Penalty: 5972.583008
	Iteration 0F: 3 clusters Score -1.938908e+07 nChanged 81378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -19436632.000000 Penalty: 5972.583008
	Iteration 1F: 3 clusters Score -1.943663e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -19437402.000000 Penalty: 5972.583008
	Iteration 2Q: 3 clusters Score -1.94374e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -19438074.000000 Penalty: 5972.583008
	Iteration 3Q: 3 clusters Score -1.943807e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -19439340.000000 Penalty: 5972.583008
	Iteration 4Q: 3 clusters Score -1.943934e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -19441402.000000 Penalty: 5972.583008
	Iteration 5Q: 3 clusters Score -1.94414e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -19445142.000000 Penalty: 5972.583008
	Iteration 6Q: 3 clusters Score -1.944514e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -19451494.000000 Penalty: 5972.583008
	Iteration 7F: 3 clusters Score -1.945149e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -19461144.000000 Penalty: 5972.583008
	Iteration 8F: 3 clusters Score -1.946114e+07 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 141210 members 
Entering Unmasked Estep 
Score: -19473344.000000 Penalty: 5972.583008
	Iteration 9F: 3 clusters Score -1.947334e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -19484704.000000 Penalty: 5972.583008
	Iteration 10F: 3 clusters Score -1.94847e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -19492242.000000 Penalty: 5972.583008
	Iteration 11F: 3 clusters Score -1.949224e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -19495964.000000 Penalty: 5972.583008
	Iteration 12Q: 3 clusters Score -1.949596e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
Score: -19497432.000000 Penalty: 5972.583008
	Iteration 13Q: 3 clusters Score -1.949743e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 169009 members 
Entering Unmasked Estep 
Score: -19497856.000000 Penalty: 5972.583008
	Iteration 14Q: 3 clusters Score -1.949786e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 169174 members 
Entering Unmasked Estep 
Score: -19498080.000000 Penalty: 5972.583008
	Iteration 15Q: 3 clusters Score -1.949808e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -19498172.000000 Penalty: 5972.583008
	Iteration 16Q: 3 clusters Score -1.949817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 169263 members 
Entering Unmasked Estep 
Score: -19498226.000000 Penalty: 5972.583008
	Iteration 17Q: 3 clusters Score -1.949823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -19498242.000000 Penalty: 5972.583008
	Iteration 18Q: 3 clusters Score -1.949824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -19498288.000000 Penalty: 5972.583008
	Iteration 19Q: 3 clusters Score -1.949829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 169309 members 
Entering Unmasked Estep 
Score: -19498308.000000 Penalty: 5972.583008
	Iteration 20F: 3 clusters Score -1.949831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169310 members 
Entering Unmasked Estep 
Score: -19498322.000000 Penalty: 5972.583008
	Iteration 21Q: 3 clusters Score -1.949832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -19498328.000000 Penalty: 5972.583008
	Iteration 22Q: 3 clusters Score -1.949833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -19498336.000000 Penalty: 5972.583008
	Iteration 23Q: 3 clusters Score -1.949834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169308 members 
Entering Unmasked Estep 
Score: -19498328.000000 Penalty: 5972.583008
	Iteration 24Q: 3 clusters Score -1.949833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169310 members 
Entering Unmasked Estep 
Score: -19498344.000000 Penalty: 5972.583008
	Iteration 25Q: 3 clusters Score -1.949834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -19498342.000000 Penalty: 5972.583008
	Iteration 26Q: 3 clusters Score -1.949834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -19498350.000000 Penalty: 5972.583008
	Iteration 27Q: 3 clusters Score -1.949835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -19498350.000000 Penalty: 5972.583008
	Iteration 28Q: 3 clusters Score -1.949835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -19498342.000000 Penalty: 5972.583008
	Iteration 29Q: 3 clusters Score -1.949834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169314 members 
Entering Unmasked Estep 
Score: -19498348.000000 Penalty: 5972.583008
	Iteration 30Q: 3 clusters Score -1.949835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -19498356.000000 Penalty: 5972.583008
	Iteration 31Q: 3 clusters Score -1.949836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 169316 members 
Entering Unmasked Estep 
Score: -19498350.000000 Penalty: 5972.583008
	Iteration 32Q: 3 clusters Score -1.949835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169320 members 
Entering Unmasked Estep 
Score: -19498354.000000 Penalty: 5972.583008
	Iteration 33Q: 3 clusters Score -1.949835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -19498358.000000 Penalty: 5972.583008
	Iteration 34Q: 3 clusters Score -1.949836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169320 members 
Entering Unmasked Estep 
Score: -19498348.000000 Penalty: 5972.583008
	Iteration 35Q: 3 clusters Score -1.949835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169320 members 
Entering Unmasked Estep 
Score: -19498348.000000 Penalty: 5972.583008
	Iteration 36F: 3 clusters Score -1.949835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -65582.375000 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -65582.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63975.906250 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -63975.91 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64141.695312 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -64141.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64178.449219 Penalty: 3178.630371
	Iteration 2Q: 3 clusters Score -64178.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64206.601562 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -64206.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64224.664062 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -64224.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64238.066406 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -64238.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64251.687500 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -64251.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64260.042969 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -64260.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64264.738281 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -64264.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64272.949219 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -64272.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64275.859375 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -64275.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64277.179688 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -64277.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64277.179688 Penalty: 3178.630371
	Iteration 12F: 3 clusters Score -64277.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Entering Unmasked Estep 
Score: -4330676.000000 Penalty: 2608.382812
	Iteration 0F: 2 clusters Score -4330676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4305563.500000 Penalty: 5216.765625
	Iteration 0F: 3 clusters Score -4305564 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4314685.000000 Penalty: 5216.765625
	Iteration 1F: 3 clusters Score -4314685 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4315110.000000 Penalty: 5216.765625
	Iteration 2Q: 3 clusters Score -4315110 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4315502.000000 Penalty: 5216.765625
	Iteration 3Q: 3 clusters Score -4315502 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4315870.500000 Penalty: 5216.765625
	Iteration 4Q: 3 clusters Score -4315870 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4316271.000000 Penalty: 5216.765625
	Iteration 5Q: 3 clusters Score -4316271 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4316832.000000 Penalty: 5216.765625
	Iteration 6Q: 3 clusters Score -4316832 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4317512.500000 Penalty: 5216.765625
	Iteration 7Q: 3 clusters Score -4317512 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4318495.000000 Penalty: 5216.765625
	Iteration 8Q: 3 clusters Score -4318495 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -4319796.500000 Penalty: 5216.765625
	Iteration 9F: 3 clusters Score -4319796 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4321278.000000 Penalty: 5216.765625
	Iteration 10F: 3 clusters Score -4321278 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4322850.000000 Penalty: 5216.765625
	Iteration 11F: 3 clusters Score -4322850 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4324363.000000 Penalty: 5216.765625
	Iteration 12F: 3 clusters Score -4324363 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4325614.500000 Penalty: 5216.765625
	Iteration 13Q: 3 clusters Score -4325614 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4326584.500000 Penalty: 5216.765625
	Iteration 14Q: 3 clusters Score -4326584 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4327193.500000 Penalty: 5216.765625
	Iteration 15Q: 3 clusters Score -4327194 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4327554.500000 Penalty: 5216.765625
	Iteration 16Q: 3 clusters Score -4327554 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4327796.000000 Penalty: 5216.765625
	Iteration 17Q: 3 clusters Score -4327796 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4327974.000000 Penalty: 5216.765625
	Iteration 18Q: 3 clusters Score -4327974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4328114.500000 Penalty: 5216.765625
	Iteration 19Q: 3 clusters Score -4328114 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4328203.000000 Penalty: 5216.765625
	Iteration 20F: 3 clusters Score -4328203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4328257.000000 Penalty: 5216.765625
	Iteration 21Q: 3 clusters Score -4328257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4328278.500000 Penalty: 5216.765625
	Iteration 22Q: 3 clusters Score -4328278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4328303.000000 Penalty: 5216.765625
	Iteration 23Q: 3 clusters Score -4328303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4328317.500000 Penalty: 5216.765625
	Iteration 24Q: 3 clusters Score -4328318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4328332.000000 Penalty: 5216.765625
	Iteration 25Q: 3 clusters Score -4328332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4328338.000000 Penalty: 5216.765625
	Iteration 26Q: 3 clusters Score -4328338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4328340.500000 Penalty: 5216.765625
	Iteration 27Q: 3 clusters Score -4328340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4328347.500000 Penalty: 5216.765625
	Iteration 28Q: 3 clusters Score -4328348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4328361.000000 Penalty: 5216.765625
	Iteration 29Q: 3 clusters Score -4328361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4328379.500000 Penalty: 5216.765625
	Iteration 30Q: 3 clusters Score -4328380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4328393.500000 Penalty: 5216.765625
	Iteration 31Q: 3 clusters Score -4328394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4328424.500000 Penalty: 5216.765625
	Iteration 32Q: 3 clusters Score -4328424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4328445.500000 Penalty: 5216.765625
	Iteration 33Q: 3 clusters Score -4328446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4328463.000000 Penalty: 5216.765625
	Iteration 34Q: 3 clusters Score -4328463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4328467.000000 Penalty: 5216.765625
	Iteration 35Q: 3 clusters Score -4328467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4328473.500000 Penalty: 5216.765625
	Iteration 36Q: 3 clusters Score -4328474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4328475.000000 Penalty: 5216.765625
	Iteration 37Q: 3 clusters Score -4328475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4328479.500000 Penalty: 5216.765625
	Iteration 38Q: 3 clusters Score -4328480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4328483.000000 Penalty: 5216.765625
	Iteration 39Q: 3 clusters Score -4328483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4328482.500000 Penalty: 5216.765625
	Iteration 40F: 3 clusters Score -4328482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4328485.500000 Penalty: 5216.765625
	Iteration 41Q: 3 clusters Score -4328486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4328485.500000 Penalty: 5216.765625
	Iteration 42Q: 3 clusters Score -4328486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4328488.500000 Penalty: 5216.765625
	Iteration 43Q: 3 clusters Score -4328488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4328490.000000 Penalty: 5216.765625
	Iteration 44Q: 3 clusters Score -4328490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4328493.000000 Penalty: 5216.765625
	Iteration 45Q: 3 clusters Score -4328493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4328493.000000 Penalty: 5216.765625
	Iteration 46F: 3 clusters Score -4328493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45376.562500 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45376.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43906.605469 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43906.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44026.906250 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44026.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44075.000000 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -44075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44104.597656 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44135.839844 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44135.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44181.710938 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44181.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44252.058594 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44252.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44332.089844 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -44332.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44391.605469 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -44391.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44428.226562 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -44428.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44435.273438 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -44435.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44452.125000 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -44452.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44461.753906 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -44461.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44461.753906 Penalty: 3020.166260
	Iteration 13F: 3 clusters Score -44461.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Entering Unmasked Estep 
Score: -1526882.250000 Penalty: 2374.647461
	Iteration 0F: 2 clusters Score -1526882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1516455.250000 Penalty: 4749.294922
	Iteration 0F: 3 clusters Score -1516455 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1519807.875000 Penalty: 4749.294922
	Iteration 1F: 3 clusters Score -1519808 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1520288.750000 Penalty: 4749.294922
	Iteration 2F: 3 clusters Score -1520289 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1520705.375000 Penalty: 4749.294922
	Iteration 3F: 3 clusters Score -1520705 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1521121.500000 Penalty: 4749.294922
	Iteration 4F: 3 clusters Score -1521122 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1521489.625000 Penalty: 4749.294922
	Iteration 5Q: 3 clusters Score -1521490 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1521790.875000 Penalty: 4749.294922
	Iteration 6Q: 3 clusters Score -1521791 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1522101.750000 Penalty: 4749.294922
	Iteration 7Q: 3 clusters Score -1522102 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1522420.500000 Penalty: 4749.294922
	Iteration 8Q: 3 clusters Score -1522420 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1522753.625000 Penalty: 4749.294922
	Iteration 9Q: 3 clusters Score -1522754 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1523096.500000 Penalty: 4749.294922
	Iteration 10Q: 3 clusters Score -1523096 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1523399.500000 Penalty: 4749.294922
	Iteration 11Q: 3 clusters Score -1523400 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1523700.375000 Penalty: 4749.294922
	Iteration 12Q: 3 clusters Score -1523700 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1523940.625000 Penalty: 4749.294922
	Iteration 13Q: 3 clusters Score -1523941 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1524129.125000 Penalty: 4749.294922
	Iteration 14Q: 3 clusters Score -1524129 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1524307.125000 Penalty: 4749.294922
	Iteration 15Q: 3 clusters Score -1524307 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1524446.500000 Penalty: 4749.294922
	Iteration 16Q: 3 clusters Score -1524446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1524551.875000 Penalty: 4749.294922
	Iteration 17Q: 3 clusters Score -1524552 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1524639.375000 Penalty: 4749.294922
	Iteration 18Q: 3 clusters Score -1524639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1524707.000000 Penalty: 4749.294922
	Iteration 19Q: 3 clusters Score -1524707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1524751.000000 Penalty: 4749.294922
	Iteration 20F: 3 clusters Score -1524751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1524795.250000 Penalty: 4749.294922
	Iteration 21Q: 3 clusters Score -1524795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1524835.625000 Penalty: 4749.294922
	Iteration 22Q: 3 clusters Score -1524836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1524859.000000 Penalty: 4749.294922
	Iteration 23Q: 3 clusters Score -1524859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1524889.125000 Penalty: 4749.294922
	Iteration 24Q: 3 clusters Score -1524889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1524907.375000 Penalty: 4749.294922
	Iteration 25Q: 3 clusters Score -1524907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1524917.125000 Penalty: 4749.294922
	Iteration 26Q: 3 clusters Score -1524917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1524929.750000 Penalty: 4749.294922
	Iteration 27Q: 3 clusters Score -1524930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1524935.750000 Penalty: 4749.294922
	Iteration 28Q: 3 clusters Score -1524936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1524939.125000 Penalty: 4749.294922
	Iteration 29Q: 3 clusters Score -1524939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1524944.750000 Penalty: 4749.294922
	Iteration 30Q: 3 clusters Score -1524945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1524947.500000 Penalty: 4749.294922
	Iteration 31Q: 3 clusters Score -1524948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1524954.625000 Penalty: 4749.294922
	Iteration 32Q: 3 clusters Score -1524955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1524958.500000 Penalty: 4749.294922
	Iteration 33Q: 3 clusters Score -1524958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1524963.500000 Penalty: 4749.294922
	Iteration 34Q: 3 clusters Score -1524964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1524963.875000 Penalty: 4749.294922
	Iteration 35Q: 3 clusters Score -1524964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1524964.500000 Penalty: 4749.294922
	Iteration 36Q: 3 clusters Score -1524964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1524966.625000 Penalty: 4749.294922
	Iteration 37Q: 3 clusters Score -1524967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1524966.250000 Penalty: 4749.294922
	Iteration 38Q: 3 clusters Score -1524966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1524969.000000 Penalty: 4749.294922
	Iteration 39Q: 3 clusters Score -1524969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1524969.000000 Penalty: 4749.294922
	Iteration 40F: 3 clusters Score -1524969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -55869.609375 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -55869.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54290.347656 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -54290.35 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54485.855469 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -54485.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54542.792969 Penalty: 3149.173096
	Iteration 2Q: 3 clusters Score -54542.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54566.183594 Penalty: 3149.173096
	Iteration 3Q: 3 clusters Score -54566.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54589.687500 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -54589.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54597.843750 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -54597.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54600.371094 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -54600.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54600.371094 Penalty: 3149.173096
	Iteration 7F: 3 clusters Score -54600.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -85571.554688 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -85571.55 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 454 members 
Entering Unmasked Estep 
Score: -83786.351562 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -83786.35 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84126.718750 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -84126.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -84291.914062 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -84291.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84404.382812 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -84404.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84556.492188 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -84556.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84717.757812 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -84717.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84848.421875 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -84848.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84882.906250 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -84882.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -84904.976562 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -84904.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -84921.992188 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -84921.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84947.093750 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -84947.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -84958.421875 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -84958.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -84971.531250 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -84971.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84973.898438 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -84973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -84975.437500 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -84975.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -84975.437500 Penalty: 3356.602051
	Iteration 15F: 3 clusters Score -84975.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -36922.218750 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -36922.22 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 156 members 
Entering Unmasked Estep 
Score: -35530.417969 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -35530.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35640.183594 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -35640.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35673.898438 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -35673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35688.292969 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -35688.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35692.574219 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -35692.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35692.574219 Penalty: 2916.744385
	Iteration 5F: 3 clusters Score -35692.57 nChanged 0
--- Evaluating fit on full set of 3051333 points ---
Entering Unmasked Estep 
Score: -344582272.000000 Penalty: 107384.398438
24->30 Clusters: Score -344582272.000000, best is -344971232.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1017111 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 42363 members 
Mstep: Class 3 contains 42598 members 
Mstep: Class 4 contains 42213 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 6 contains 42414 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 42404 members 
Mstep: Class 9 contains 42618 members 
Mstep: Class 10 contains 42414 members 
Mstep: Class 11 contains 41923 members 
Mstep: Class 12 contains 42561 members 
Mstep: Class 13 contains 42614 members 
Mstep: Class 14 contains 42392 members 
Mstep: Class 15 contains 42049 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 42237 members 
Mstep: Class 18 contains 42149 members 
Mstep: Class 19 contains 42234 members 
Mstep: Class 20 contains 42461 members 
Mstep: Class 21 contains 42635 members 
Mstep: Class 22 contains 42488 members 
Mstep: Class 23 contains 42405 members 
Mstep: Class 24 contains 42355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 95.773346 but Gain 3430.453125
Score: -108831112.000000 Penalty: 78900.445312
Iteration 0F: 24 clusters Score -1.088311e+08 nChanged 971221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3373 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 41399 members 
Mstep: Class 3 contains 74498 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 45647 members 
Mstep: Class 8 contains 48262 members 
Mstep: Class 9 contains 82925 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 4068 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 161852 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 18233 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 12328 members 
Mstep: Class 19 contains 10283 members 
Mstep: Class 20 contains 62260 members 
Mstep: Class 21 contains 283453 members 
Mstep: Class 22 contains 22439 members 
Mstep: Class 24 contains 45660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2555.479980 but Gain 3430.453125
Score: -112760112.000000 Penalty: 75469.992188
Iteration 1F: 23 clusters Score -1.127601e+08 nChanged 353517
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 32007 members 
Mstep: Class 3 contains 63493 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 17343 members 
Mstep: Class 6 contains 30661 members 
Mstep: Class 7 contains 33265 members 
Mstep: Class 8 contains 36384 members 
Mstep: Class 9 contains 74558 members 
Mstep: Class 10 contains 3160 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 208319 members 
Mstep: Class 14 contains 11765 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 47160 members 
Mstep: Class 21 contains 353875 members 
Mstep: Class 22 contains 14086 members 
Mstep: Class 24 contains 42445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1883.152100 but Gain 3430.453125
Score: -113380408.000000 Penalty: 72039.539062
Iteration 2F: 22 clusters Score -1.133804e+08 nChanged 245985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1482 members 
Mstep: Class 2 contains 23452 members 
Mstep: Class 3 contains 55062 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 17313 members 
Mstep: Class 6 contains 31583 members 
Mstep: Class 7 contains 26585 members 
Mstep: Class 8 contains 26268 members 
Mstep: Class 9 contains 86261 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 4618 members 
Mstep: Class 13 contains 239707 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 9713 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 18 contains 4149 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 33621 members 
Mstep: Class 21 contains 367162 members 
Mstep: Class 22 contains 9226 members 
Mstep: Class 24 contains 41283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3048.718262 but Gain 3430.453125
Score: -113744080.000000 Penalty: 68609.085938
Iteration 3F: 21 clusters Score -1.137441e+08 nChanged 185367
Entering Unmasked Mstep 
Mstep: Class 0 contains 1354 members 
Mstep: Class 2 contains 16675 members 
Mstep: Class 3 contains 47694 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 20114 members 
Mstep: Class 6 contains 33071 members 
Mstep: Class 7 contains 21677 members 
Mstep: Class 8 contains 18380 members 
Mstep: Class 9 contains 116387 members 
Mstep: Class 10 contains 5641 members 
Mstep: Class 11 contains 2609 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 249031 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 7350 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 22969 members 
Mstep: Class 21 contains 367920 members 
Mstep: Class 22 contains 5474 members 
Mstep: Class 24 contains 40852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3254.894775 but Gain 3430.457031
Score: -113948608.000000 Penalty: 65178.628906
Iteration 4F: 20 clusters Score -1.139486e+08 nChanged 142303
Entering Unmasked Mstep 
Mstep: Class 0 contains 1319 members 
Mstep: Class 2 contains 12194 members 
Mstep: Class 3 contains 42141 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 27094 members 
Mstep: Class 6 contains 35057 members 
Mstep: Class 7 contains 16842 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 150604 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 250565 members 
Mstep: Class 14 contains 11792 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 5046 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 14654 members 
Mstep: Class 21 contains 358925 members 
Mstep: Class 24 contains 39151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2389.277588 but Gain 3430.453125
Score: -114093528.000000 Penalty: 61748.175781
Iteration 5F: 19 clusters Score -1.140935e+08 nChanged 105658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1276 members 
Mstep: Class 2 contains 9412 members 
Mstep: Class 3 contains 38513 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 35319 members 
Mstep: Class 6 contains 37340 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 7991 members 
Mstep: Class 9 contains 180498 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 13658 members 
Mstep: Class 13 contains 250093 members 
Mstep: Class 14 contains 11908 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 19 contains 10055 members 
Mstep: Class 20 contains 8868 members 
Mstep: Class 21 contains 343890 members 
Mstep: Class 24 contains 36629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114187400.000000 Penalty: 61748.175781
Iteration 6F: 19 clusters Score -1.141874e+08 nChanged 77672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1243 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 35901 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 42862 members 
Mstep: Class 6 contains 39664 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 5386 members 
Mstep: Class 9 contains 203357 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 14719 members 
Mstep: Class 13 contains 249041 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 16 contains 4024 members 
Mstep: Class 19 contains 9346 members 
Mstep: Class 20 contains 5408 members 
Mstep: Class 21 contains 325740 members 
Mstep: Class 24 contains 34443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3355.049316 but Gain 3430.453125
Score: -114252384.000000 Penalty: 58317.722656
Iteration 7F: 18 clusters Score -1.142524e+08 nChanged 66244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1210 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 33901 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 49133 members 
Mstep: Class 6 contains 41794 members 
Mstep: Class 7 contains 11317 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 224224 members 
Mstep: Class 10 contains 8204 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 248756 members 
Mstep: Class 14 contains 14102 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 21 contains 307327 members 
Mstep: Class 24 contains 33334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114304048.000000 Penalty: 58317.722656
Iteration 8F: 18 clusters Score -1.14304e+08 nChanged 53934
Entering Unmasked Mstep 
Mstep: Class 0 contains 1176 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 3 contains 32014 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 54106 members 
Mstep: Class 6 contains 43655 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 242210 members 
Mstep: Class 10 contains 7926 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 15843 members 
Mstep: Class 13 contains 247949 members 
Mstep: Class 14 contains 15776 members 
Mstep: Class 16 contains 3506 members 
Mstep: Class 19 contains 7875 members 
Mstep: Class 21 contains 285768 members 
Mstep: Class 24 contains 33057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114343696.000000 Penalty: 58317.722656
Iteration 9F: 18 clusters Score -1.143437e+08 nChanged 47062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1164 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 30394 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 57704 members 
Mstep: Class 6 contains 45235 members 
Mstep: Class 7 contains 12883 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 259041 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 16287 members 
Mstep: Class 13 contains 248677 members 
Mstep: Class 14 contains 17554 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 21 contains 263524 members 
Mstep: Class 24 contains 33520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3340.101807 but Gain 3430.457031
Score: -114369024.000000 Penalty: 54887.265625
Iteration 10Q: 17 clusters Score -1.14369e+08 nChanged 44672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 4574 members 
Mstep: Class 3 contains 29100 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 60357 members 
Mstep: Class 6 contains 46912 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 9 contains 275443 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 16853 members 
Mstep: Class 13 contains 250839 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 16 contains 3164 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 21 contains 240875 members 
Mstep: Class 24 contains 34924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114394648.000000 Penalty: 54887.265625
Iteration 11Q: 17 clusters Score -1.143946e+08 nChanged 38687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 2100 members 
Mstep: Class 5 contains 62003 members 
Mstep: Class 6 contains 48031 members 
Mstep: Class 7 contains 15388 members 
Mstep: Class 9 contains 290179 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 17515 members 
Mstep: Class 13 contains 253005 members 
Mstep: Class 14 contains 21498 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 19 contains 6163 members 
Mstep: Class 21 contains 218693 members 
Mstep: Class 24 contains 35994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114412944.000000 Penalty: 54887.265625
Iteration 12Q: 17 clusters Score -1.144129e+08 nChanged 34548
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 26855 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 62957 members 
Mstep: Class 6 contains 48963 members 
Mstep: Class 7 contains 16799 members 
Mstep: Class 9 contains 303182 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 18189 members 
Mstep: Class 13 contains 254997 members 
Mstep: Class 14 contains 23477 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 19 contains 5832 members 
Mstep: Class 21 contains 198719 members 
Mstep: Class 24 contains 37027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114424328.000000 Penalty: 54887.265625
Iteration 13Q: 17 clusters Score -1.144243e+08 nChanged 31550
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 63531 members 
Mstep: Class 6 contains 49816 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 9 contains 314074 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 18875 members 
Mstep: Class 13 contains 256810 members 
Mstep: Class 14 contains 25499 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 19 contains 5562 members 
Mstep: Class 21 contains 181055 members 
Mstep: Class 24 contains 37942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114432840.000000 Penalty: 54887.265625
Iteration 14Q: 17 clusters Score -1.144328e+08 nChanged 27956
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 24907 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 63842 members 
Mstep: Class 6 contains 50443 members 
Mstep: Class 7 contains 19749 members 
Mstep: Class 9 contains 322312 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 19466 members 
Mstep: Class 13 contains 258356 members 
Mstep: Class 14 contains 27419 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 21 contains 166704 members 
Mstep: Class 24 contains 38707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114435712.000000 Penalty: 54887.265625
Iteration 15Q: 17 clusters Score -1.144357e+08 nChanged 25311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 24158 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 64094 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 7 contains 21078 members 
Mstep: Class 9 contains 327702 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 19863 members 
Mstep: Class 13 contains 259504 members 
Mstep: Class 14 contains 29154 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 19 contains 5247 members 
Mstep: Class 21 contains 156054 members 
Mstep: Class 24 contains 39162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114438768.000000 Penalty: 54887.265625
Iteration 16Q: 17 clusters Score -1.144388e+08 nChanged 23412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23468 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 64286 members 
Mstep: Class 6 contains 51483 members 
Mstep: Class 7 contains 22207 members 
Mstep: Class 9 contains 330722 members 
Mstep: Class 10 contains 9026 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 20119 members 
Mstep: Class 13 contains 260455 members 
Mstep: Class 14 contains 30643 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 21 contains 148673 members 
Mstep: Class 24 contains 39370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114441648.000000 Penalty: 54887.265625
Iteration 17Q: 17 clusters Score -1.144416e+08 nChanged 21062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 22910 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 64479 members 
Mstep: Class 6 contains 51938 members 
Mstep: Class 7 contains 23280 members 
Mstep: Class 9 contains 332067 members 
Mstep: Class 10 contains 9675 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 20439 members 
Mstep: Class 13 contains 260953 members 
Mstep: Class 14 contains 31887 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 21 contains 143826 members 
Mstep: Class 24 contains 39356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114443624.000000 Penalty: 54887.265625
Iteration 18Q: 17 clusters Score -1.144436e+08 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 22446 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 64646 members 
Mstep: Class 6 contains 52463 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 9 contains 332538 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 20758 members 
Mstep: Class 13 contains 260987 members 
Mstep: Class 14 contains 32839 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 21 contains 140662 members 
Mstep: Class 24 contains 39235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114445368.000000 Penalty: 54887.265625
Iteration 19Q: 17 clusters Score -1.144454e+08 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 22071 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 64808 members 
Mstep: Class 6 contains 52968 members 
Mstep: Class 7 contains 25194 members 
Mstep: Class 9 contains 332497 members 
Mstep: Class 10 contains 11114 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 20952 members 
Mstep: Class 13 contains 260903 members 
Mstep: Class 14 contains 33482 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 21 contains 138280 members 
Mstep: Class 24 contains 39171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114450336.000000 Penalty: 54887.265625
Iteration 20F: 17 clusters Score -1.144503e+08 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 64895 members 
Mstep: Class 6 contains 53447 members 
Mstep: Class 7 contains 26215 members 
Mstep: Class 9 contains 331875 members 
Mstep: Class 10 contains 11921 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 20378 members 
Mstep: Class 13 contains 260723 members 
Mstep: Class 14 contains 33896 members 
Mstep: Class 16 contains 3404 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 21 contains 136623 members 
Mstep: Class 24 contains 39068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114455920.000000 Penalty: 54887.265625
Iteration 21Q: 17 clusters Score -1.144559e+08 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 21501 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 64978 members 
Mstep: Class 6 contains 53814 members 
Mstep: Class 7 contains 27173 members 
Mstep: Class 9 contains 331013 members 
Mstep: Class 10 contains 12779 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 20787 members 
Mstep: Class 13 contains 260186 members 
Mstep: Class 14 contains 34179 members 
Mstep: Class 16 contains 3551 members 
Mstep: Class 19 contains 4813 members 
Mstep: Class 21 contains 135229 members 
Mstep: Class 24 contains 39024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114458472.000000 Penalty: 54887.265625
Iteration 22Q: 17 clusters Score -1.144585e+08 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 21275 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 65035 members 
Mstep: Class 6 contains 54157 members 
Mstep: Class 7 contains 28113 members 
Mstep: Class 9 contains 330025 members 
Mstep: Class 10 contains 13678 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 21231 members 
Mstep: Class 13 contains 259565 members 
Mstep: Class 14 contains 34346 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 19 contains 4788 members 
Mstep: Class 21 contains 134238 members 
Mstep: Class 24 contains 38947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114460864.000000 Penalty: 54887.265625
Iteration 23Q: 17 clusters Score -1.144609e+08 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 21094 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65102 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 29074 members 
Mstep: Class 9 contains 328860 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 21553 members 
Mstep: Class 13 contains 258867 members 
Mstep: Class 14 contains 34420 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 21 contains 133485 members 
Mstep: Class 24 contains 38890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114463544.000000 Penalty: 54887.265625
Iteration 24Q: 17 clusters Score -1.144635e+08 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 20954 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 65160 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 30059 members 
Mstep: Class 9 contains 327632 members 
Mstep: Class 10 contains 15611 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21737 members 
Mstep: Class 13 contains 258195 members 
Mstep: Class 14 contains 34439 members 
Mstep: Class 16 contains 3586 members 
Mstep: Class 19 contains 4702 members 
Mstep: Class 21 contains 132905 members 
Mstep: Class 24 contains 38795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114466344.000000 Penalty: 54887.265625
Iteration 25Q: 17 clusters Score -1.144663e+08 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 20845 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 65179 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 30995 members 
Mstep: Class 9 contains 326442 members 
Mstep: Class 10 contains 16580 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21849 members 
Mstep: Class 13 contains 257579 members 
Mstep: Class 14 contains 34418 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 19 contains 4680 members 
Mstep: Class 21 contains 132385 members 
Mstep: Class 24 contains 38703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114468960.000000 Penalty: 54887.265625
Iteration 26Q: 17 clusters Score -1.14469e+08 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 3664 members 
Mstep: Class 3 contains 20770 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 55311 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 9 contains 325405 members 
Mstep: Class 10 contains 17462 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21860 members 
Mstep: Class 13 contains 256955 members 
Mstep: Class 14 contains 34360 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 21 contains 131955 members 
Mstep: Class 24 contains 38665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114471024.000000 Penalty: 54887.265625
Iteration 27Q: 17 clusters Score -1.14471e+08 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 3948 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65175 members 
Mstep: Class 6 contains 55479 members 
Mstep: Class 7 contains 32973 members 
Mstep: Class 9 contains 324546 members 
Mstep: Class 10 contains 18233 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21828 members 
Mstep: Class 13 contains 256348 members 
Mstep: Class 14 contains 34273 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 19 contains 4587 members 
Mstep: Class 21 contains 131497 members 
Mstep: Class 24 contains 38572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114472872.000000 Penalty: 54887.265625
Iteration 28Q: 17 clusters Score -1.144729e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 20658 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 65161 members 
Mstep: Class 6 contains 55636 members 
Mstep: Class 7 contains 34015 members 
Mstep: Class 9 contains 323752 members 
Mstep: Class 10 contains 18877 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 13 contains 255760 members 
Mstep: Class 14 contains 34180 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 21 contains 131063 members 
Mstep: Class 24 contains 38490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114475072.000000 Penalty: 54887.265625
Iteration 29Q: 17 clusters Score -1.144751e+08 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 20629 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 65139 members 
Mstep: Class 6 contains 55773 members 
Mstep: Class 7 contains 35136 members 
Mstep: Class 9 contains 323032 members 
Mstep: Class 10 contains 19407 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 255170 members 
Mstep: Class 14 contains 34092 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 21 contains 130609 members 
Mstep: Class 24 contains 38446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114476472.000000 Penalty: 54887.265625
Iteration 30Q: 17 clusters Score -1.144765e+08 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 20590 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 65117 members 
Mstep: Class 6 contains 55870 members 
Mstep: Class 7 contains 36337 members 
Mstep: Class 9 contains 322349 members 
Mstep: Class 10 contains 19842 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 21743 members 
Mstep: Class 13 contains 254627 members 
Mstep: Class 14 contains 33991 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 21 contains 130163 members 
Mstep: Class 24 contains 38430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114477472.000000 Penalty: 54887.265625
Iteration 31Q: 17 clusters Score -1.144775e+08 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 4836 members 
Mstep: Class 3 contains 20548 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 65120 members 
Mstep: Class 6 contains 55952 members 
Mstep: Class 7 contains 37571 members 
Mstep: Class 9 contains 321776 members 
Mstep: Class 10 contains 20183 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 21715 members 
Mstep: Class 13 contains 254160 members 
Mstep: Class 14 contains 33890 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 21 contains 129572 members 
Mstep: Class 24 contains 38419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114478616.000000 Penalty: 54887.265625
Iteration 32Q: 17 clusters Score -1.144786e+08 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 20512 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 65119 members 
Mstep: Class 6 contains 56031 members 
Mstep: Class 7 contains 38766 members 
Mstep: Class 9 contains 321285 members 
Mstep: Class 10 contains 20469 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 21687 members 
Mstep: Class 13 contains 253754 members 
Mstep: Class 14 contains 33800 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 21 contains 128946 members 
Mstep: Class 24 contains 38399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114479488.000000 Penalty: 54887.265625
Iteration 33Q: 17 clusters Score -1.144795e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 65125 members 
Mstep: Class 6 contains 56103 members 
Mstep: Class 7 contains 39968 members 
Mstep: Class 9 contains 320842 members 
Mstep: Class 10 contains 20703 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 21664 members 
Mstep: Class 13 contains 253371 members 
Mstep: Class 14 contains 33712 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 21 contains 128352 members 
Mstep: Class 24 contains 38305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114480256.000000 Penalty: 54887.265625
Iteration 34Q: 17 clusters Score -1.144803e+08 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 65127 members 
Mstep: Class 6 contains 56162 members 
Mstep: Class 7 contains 41083 members 
Mstep: Class 9 contains 320490 members 
Mstep: Class 10 contains 20882 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21632 members 
Mstep: Class 13 contains 252975 members 
Mstep: Class 14 contains 33634 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 21 contains 127898 members 
Mstep: Class 24 contains 38188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114481216.000000 Penalty: 54887.265625
Iteration 35Q: 17 clusters Score -1.144812e+08 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 5290 members 
Mstep: Class 3 contains 20476 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 65137 members 
Mstep: Class 6 contains 56217 members 
Mstep: Class 7 contains 42161 members 
Mstep: Class 9 contains 320230 members 
Mstep: Class 10 contains 21017 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21602 members 
Mstep: Class 13 contains 252569 members 
Mstep: Class 14 contains 33569 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 21 contains 127450 members 
Mstep: Class 24 contains 38059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114482224.000000 Penalty: 54887.265625
Iteration 36Q: 17 clusters Score -1.144822e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 20483 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65148 members 
Mstep: Class 6 contains 56251 members 
Mstep: Class 7 contains 43112 members 
Mstep: Class 9 contains 320016 members 
Mstep: Class 10 contains 21132 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21555 members 
Mstep: Class 13 contains 252196 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 21 contains 127156 members 
Mstep: Class 24 contains 37886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114482728.000000 Penalty: 54887.265625
Iteration 37Q: 17 clusters Score -1.144827e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 20475 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65160 members 
Mstep: Class 6 contains 56275 members 
Mstep: Class 7 contains 44012 members 
Mstep: Class 9 contains 319811 members 
Mstep: Class 10 contains 21223 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21520 members 
Mstep: Class 13 contains 251847 members 
Mstep: Class 14 contains 33451 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 21 contains 126903 members 
Mstep: Class 24 contains 37701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114483600.000000 Penalty: 54887.265625
Iteration 38Q: 17 clusters Score -1.144836e+08 nChanged 3959
Entering ConstructFrom: 
Score: -114483600.000000 Penalty: 54887.265625
Entering ConstructFrom: 
Trying to split cluster 2 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -624094.000000 Penalty: 2134.226807
	Iteration 0F: 2 clusters Score -624094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -619257.375000 Penalty: 4268.453613
	Iteration 0F: 3 clusters Score -619257.4 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -620386.125000 Penalty: 4268.453613
	Iteration 1F: 3 clusters Score -620386.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -620597.187500 Penalty: 4268.453613
	Iteration 2F: 3 clusters Score -620597.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -620740.937500 Penalty: 4268.453613
	Iteration 3Q: 3 clusters Score -620740.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -620860.000000 Penalty: 4268.453613
	Iteration 4Q: 3 clusters Score -620860 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -620975.250000 Penalty: 4268.453613
	Iteration 5Q: 3 clusters Score -620975.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -621080.375000 Penalty: 4268.453613
	Iteration 6Q: 3 clusters Score -621080.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -621178.687500 Penalty: 4268.453613
	Iteration 7Q: 3 clusters Score -621178.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -621244.437500 Penalty: 4268.453613
	Iteration 8Q: 3 clusters Score -621244.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -621303.562500 Penalty: 4268.453613
	Iteration 9Q: 3 clusters Score -621303.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -621364.687500 Penalty: 4268.453613
	Iteration 10Q: 3 clusters Score -621364.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -621410.687500 Penalty: 4268.453613
	Iteration 11Q: 3 clusters Score -621410.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -621455.437500 Penalty: 4268.453613
	Iteration 12Q: 3 clusters Score -621455.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -621487.062500 Penalty: 4268.453613
	Iteration 13Q: 3 clusters Score -621487.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -621509.625000 Penalty: 4268.453613
	Iteration 14Q: 3 clusters Score -621509.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -621532.812500 Penalty: 4268.453613
	Iteration 15Q: 3 clusters Score -621532.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -621553.562500 Penalty: 4268.453613
	Iteration 16Q: 3 clusters Score -621553.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -621570.062500 Penalty: 4268.453613
	Iteration 17Q: 3 clusters Score -621570.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -621586.562500 Penalty: 4268.453613
	Iteration 18Q: 3 clusters Score -621586.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -621599.187500 Penalty: 4268.453613
	Iteration 19Q: 3 clusters Score -621599.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -621619.250000 Penalty: 4268.453613
	Iteration 20F: 3 clusters Score -621619.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -621637.937500 Penalty: 4268.453613
	Iteration 21Q: 3 clusters Score -621637.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -621658.312500 Penalty: 4268.453613
	Iteration 22Q: 3 clusters Score -621658.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -621675.000000 Penalty: 4268.453613
	Iteration 23Q: 3 clusters Score -621675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -621694.500000 Penalty: 4268.453613
	Iteration 24Q: 3 clusters Score -621694.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -621707.750000 Penalty: 4268.453613
	Iteration 25Q: 3 clusters Score -621707.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -621716.625000 Penalty: 4268.453613
	Iteration 26Q: 3 clusters Score -621716.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -621728.250000 Penalty: 4268.453613
	Iteration 27Q: 3 clusters Score -621728.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -621742.437500 Penalty: 4268.453613
	Iteration 28Q: 3 clusters Score -621742.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -621753.187500 Penalty: 4268.453613
	Iteration 29Q: 3 clusters Score -621753.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -621766.187500 Penalty: 4268.453613
	Iteration 30Q: 3 clusters Score -621766.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -621775.562500 Penalty: 4268.453613
	Iteration 31Q: 3 clusters Score -621775.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -621785.125000 Penalty: 4268.453613
	Iteration 32Q: 3 clusters Score -621785.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -621798.875000 Penalty: 4268.453613
	Iteration 33Q: 3 clusters Score -621798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -621811.187500 Penalty: 4268.453613
	Iteration 34Q: 3 clusters Score -621811.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -621826.187500 Penalty: 4268.453613
	Iteration 35Q: 3 clusters Score -621826.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -621839.500000 Penalty: 4268.453613
	Iteration 36Q: 3 clusters Score -621839.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -621853.937500 Penalty: 4268.453613
	Iteration 37Q: 3 clusters Score -621853.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -621870.062500 Penalty: 4268.453613
	Iteration 38Q: 3 clusters Score -621870.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -621880.187500 Penalty: 4268.453613
	Iteration 39Q: 3 clusters Score -621880.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -621896.437500 Penalty: 4268.453613
	Iteration 40F: 3 clusters Score -621896.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -621908.062500 Penalty: 4268.453613
	Iteration 41Q: 3 clusters Score -621908.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -621918.375000 Penalty: 4268.453613
	Iteration 42Q: 3 clusters Score -621918.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -621925.625000 Penalty: 4268.453613
	Iteration 43Q: 3 clusters Score -621925.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -621936.312500 Penalty: 4268.453613
	Iteration 44Q: 3 clusters Score -621936.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -621942.500000 Penalty: 4268.453613
	Iteration 45Q: 3 clusters Score -621942.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -621950.000000 Penalty: 4268.453613
	Iteration 46Q: 3 clusters Score -621950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -621953.500000 Penalty: 4268.453613
	Iteration 47Q: 3 clusters Score -621953.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -621957.812500 Penalty: 4268.453613
	Iteration 48Q: 3 clusters Score -621957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -621963.625000 Penalty: 4268.453613
	Iteration 49Q: 3 clusters Score -621963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -621971.687500 Penalty: 4268.453613
	Iteration 50Q: 3 clusters Score -621971.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -621978.062500 Penalty: 4268.453613
	Iteration 51Q: 3 clusters Score -621978.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -621985.375000 Penalty: 4268.453613
	Iteration 52Q: 3 clusters Score -621985.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -621996.250000 Penalty: 4268.453613
	Iteration 53Q: 3 clusters Score -621996.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -622006.375000 Penalty: 4268.453613
	Iteration 54Q: 3 clusters Score -622006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -622013.000000 Penalty: 4268.453613
	Iteration 55Q: 3 clusters Score -622013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -622018.500000 Penalty: 4268.453613
	Iteration 56Q: 3 clusters Score -622018.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -622024.125000 Penalty: 4268.453613
	Iteration 57Q: 3 clusters Score -622024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -622029.062500 Penalty: 4268.453613
	Iteration 58Q: 3 clusters Score -622029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -622029.000000 Penalty: 4268.453613
	Iteration 59Q: 3 clusters Score -622029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -622029.937500 Penalty: 4268.453613
	Iteration 60F: 3 clusters Score -622029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -622033.500000 Penalty: 4268.453613
	Iteration 61Q: 3 clusters Score -622033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -622036.312500 Penalty: 4268.453613
	Iteration 62Q: 3 clusters Score -622036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -622036.312500 Penalty: 4268.453613
	Iteration 63Q: 3 clusters Score -622036.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -622040.062500 Penalty: 4268.453613
	Iteration 64Q: 3 clusters Score -622040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -622041.437500 Penalty: 4268.453613
	Iteration 65Q: 3 clusters Score -622041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -622040.875000 Penalty: 4268.453613
	Iteration 66Q: 3 clusters Score -622040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -622042.062500 Penalty: 4268.453613
	Iteration 67Q: 3 clusters Score -622042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -622042.875000 Penalty: 4268.453613
	Iteration 68Q: 3 clusters Score -622042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -622043.062500 Penalty: 4268.453613
	Iteration 69Q: 3 clusters Score -622043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -622043.937500 Penalty: 4268.453613
	Iteration 70Q: 3 clusters Score -622043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -622043.937500 Penalty: 4268.453613
	Iteration 71F: 3 clusters Score -622043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Entering Unmasked Estep 
Score: -2368517.500000 Penalty: 2461.825439
	Iteration 0F: 2 clusters Score -2368518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2354117.500000 Penalty: 4923.650879
	Iteration 0F: 3 clusters Score -2354118 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2359077.250000 Penalty: 4923.650879
	Iteration 1F: 3 clusters Score -2359077 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2359910.750000 Penalty: 4923.650879
	Iteration 2F: 3 clusters Score -2359911 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2361134.250000 Penalty: 4923.650879
	Iteration 3F: 3 clusters Score -2361134 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2362557.000000 Penalty: 4923.650879
	Iteration 4F: 3 clusters Score -2362557 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2364072.000000 Penalty: 4923.650879
	Iteration 5F: 3 clusters Score -2364072 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2365468.500000 Penalty: 4923.650879
	Iteration 6F: 3 clusters Score -2365468 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2366516.500000 Penalty: 4923.650879
	Iteration 7F: 3 clusters Score -2366516 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2367283.000000 Penalty: 4923.650879
	Iteration 8Q: 3 clusters Score -2367283 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2367870.250000 Penalty: 4923.650879
	Iteration 9Q: 3 clusters Score -2367870 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2368153.250000 Penalty: 4923.650879
	Iteration 10Q: 3 clusters Score -2368153 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2368293.250000 Penalty: 4923.650879
	Iteration 11Q: 3 clusters Score -2368293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2368367.250000 Penalty: 4923.650879
	Iteration 12Q: 3 clusters Score -2368367 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2368410.250000 Penalty: 4923.650879
	Iteration 13Q: 3 clusters Score -2368410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2368437.750000 Penalty: 4923.650879
	Iteration 14Q: 3 clusters Score -2368438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2368454.500000 Penalty: 4923.650879
	Iteration 15Q: 3 clusters Score -2368454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2368469.750000 Penalty: 4923.650879
	Iteration 16Q: 3 clusters Score -2368470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2368476.500000 Penalty: 4923.650879
	Iteration 17Q: 3 clusters Score -2368476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2368478.250000 Penalty: 4923.650879
	Iteration 18Q: 3 clusters Score -2368478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2368486.750000 Penalty: 4923.650879
	Iteration 19Q: 3 clusters Score -2368487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2368495.750000 Penalty: 4923.650879
	Iteration 20F: 3 clusters Score -2368496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2368503.000000 Penalty: 4923.650879
	Iteration 21Q: 3 clusters Score -2368503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2368504.500000 Penalty: 4923.650879
	Iteration 22Q: 3 clusters Score -2368504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2368504.000000 Penalty: 4923.650879
	Iteration 23Q: 3 clusters Score -2368504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2368511.250000 Penalty: 4923.650879
	Iteration 24Q: 3 clusters Score -2368511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2368514.250000 Penalty: 4923.650879
	Iteration 25Q: 3 clusters Score -2368514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2368521.500000 Penalty: 4923.650879
	Iteration 26Q: 3 clusters Score -2368522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2368526.250000 Penalty: 4923.650879
	Iteration 27Q: 3 clusters Score -2368526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2368526.000000 Penalty: 4923.650879
	Iteration 28Q: 3 clusters Score -2368526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2368528.250000 Penalty: 4923.650879
	Iteration 29Q: 3 clusters Score -2368528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2368527.250000 Penalty: 4923.650879
	Iteration 30Q: 3 clusters Score -2368527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2368531.000000 Penalty: 4923.650879
	Iteration 31Q: 3 clusters Score -2368531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2368534.250000 Penalty: 4923.650879
	Iteration 32Q: 3 clusters Score -2368534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2368534.250000 Penalty: 4923.650879
	Iteration 33Q: 3 clusters Score -2368534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2368538.750000 Penalty: 4923.650879
	Iteration 34Q: 3 clusters Score -2368539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2368542.000000 Penalty: 4923.650879
	Iteration 35Q: 3 clusters Score -2368542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2368541.500000 Penalty: 4923.650879
	Iteration 36Q: 3 clusters Score -2368542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2368544.750000 Penalty: 4923.650879
	Iteration 37Q: 3 clusters Score -2368545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2368545.250000 Penalty: 4923.650879
	Iteration 38Q: 3 clusters Score -2368545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2368545.000000 Penalty: 4923.650879
	Iteration 39Q: 3 clusters Score -2368545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2368544.500000 Penalty: 4923.650879
	Iteration 40F: 3 clusters Score -2368544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2368542.750000 Penalty: 4923.650879
	Iteration 41Q: 3 clusters Score -2368543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2368537.000000 Penalty: 4923.650879
	Iteration 42Q: 3 clusters Score -2368537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2368540.750000 Penalty: 4923.650879
	Iteration 43Q: 3 clusters Score -2368541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2368539.750000 Penalty: 4923.650879
	Iteration 44Q: 3 clusters Score -2368540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2368536.750000 Penalty: 4923.650879
	Iteration 45Q: 3 clusters Score -2368537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2368537.250000 Penalty: 4923.650879
	Iteration 46Q: 3 clusters Score -2368537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2368541.250000 Penalty: 4923.650879
	Iteration 47Q: 3 clusters Score -2368541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2368539.250000 Penalty: 4923.650879
	Iteration 48Q: 3 clusters Score -2368539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2368541.500000 Penalty: 4923.650879
	Iteration 49Q: 3 clusters Score -2368542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2368542.000000 Penalty: 4923.650879
	Iteration 50Q: 3 clusters Score -2368542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2368542.000000 Penalty: 4923.650879
	Iteration 51F: 3 clusters Score -2368542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 17786 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 56300 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 251477 members 
Mstep: Class 14 contains 33395 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
Score: -114483160.000000 Penalty: 58317.722656
Splitting cluster 3 changes total score from -114483600.000000 to -114483160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -154368.718750 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -154368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152195.796875 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -152195.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152914.828125 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -152914.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153421.250000 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -153421.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153939.718750 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -153939.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -154606.640625 Penalty: 3641.697266
	Iteration 4F: 3 clusters Score -154606.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -155071.265625 Penalty: 3641.697266
	Iteration 5F: 3 clusters Score -155071.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -155374.359375 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -155374.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155489.640625 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -155489.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -155597.921875 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -155597.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155727.968750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -155728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155824.421875 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -155824.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155861.312500 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -155861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155876.953125 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -155877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155887.796875 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -155887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155895.375000 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -155895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155902.046875 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -155902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155904.421875 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -155904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155905.218750 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -155905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155905.531250 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -155905.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155906.812500 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -155906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155907.281250 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -155907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155909.531250 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -155909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155909.531250 Penalty: 3641.697266
	Iteration 22F: 3 clusters Score -155909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 56300 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 251477 members 
Mstep: Class 14 contains 33395 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
Score: -114483264.000000 Penalty: 58317.722656
Splitting cluster 4 changes total score from -114483600.000000 to -114483264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (65185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Entering Unmasked Estep 
Score: -7603700.500000 Penalty: 2749.076172
	Iteration 0F: 2 clusters Score -7603700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7559817.000000 Penalty: 5498.152344
	Iteration 0F: 3 clusters Score -7559817 nChanged 30525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -7576964.500000 Penalty: 5498.152344
	Iteration 1F: 3 clusters Score -7576964 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7577509.000000 Penalty: 5498.152344
	Iteration 2Q: 3 clusters Score -7577509 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7578152.500000 Penalty: 5498.152344
	Iteration 3Q: 3 clusters Score -7578152 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -7579046.000000 Penalty: 5498.152344
	Iteration 4Q: 3 clusters Score -7579046 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -7580328.000000 Penalty: 5498.152344
	Iteration 5Q: 3 clusters Score -7580328 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -7582569.500000 Penalty: 5498.152344
	Iteration 6F: 3 clusters Score -7582570 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -7586113.500000 Penalty: 5498.152344
	Iteration 7F: 3 clusters Score -7586114 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -7590819.000000 Penalty: 5498.152344
	Iteration 8F: 3 clusters Score -7590819 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -7595361.000000 Penalty: 5498.152344
	Iteration 9F: 3 clusters Score -7595361 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -7598515.500000 Penalty: 5498.152344
	Iteration 10F: 3 clusters Score -7598516 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -7600090.500000 Penalty: 5498.152344
	Iteration 11Q: 3 clusters Score -7600090 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -7600736.500000 Penalty: 5498.152344
	Iteration 12Q: 3 clusters Score -7600736 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -7601016.500000 Penalty: 5498.152344
	Iteration 13Q: 3 clusters Score -7601016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -7601151.500000 Penalty: 5498.152344
	Iteration 14Q: 3 clusters Score -7601152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -7601216.500000 Penalty: 5498.152344
	Iteration 15Q: 3 clusters Score -7601216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -7601264.000000 Penalty: 5498.152344
	Iteration 16Q: 3 clusters Score -7601264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -7601293.500000 Penalty: 5498.152344
	Iteration 17Q: 3 clusters Score -7601294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -7601325.000000 Penalty: 5498.152344
	Iteration 18Q: 3 clusters Score -7601325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -7601337.500000 Penalty: 5498.152344
	Iteration 19Q: 3 clusters Score -7601338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -7601347.500000 Penalty: 5498.152344
	Iteration 20F: 3 clusters Score -7601348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -7601357.500000 Penalty: 5498.152344
	Iteration 21Q: 3 clusters Score -7601358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -7601365.000000 Penalty: 5498.152344
	Iteration 22Q: 3 clusters Score -7601365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -7601369.500000 Penalty: 5498.152344
	Iteration 23Q: 3 clusters Score -7601370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -7601373.000000 Penalty: 5498.152344
	Iteration 24Q: 3 clusters Score -7601373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -7601375.500000 Penalty: 5498.152344
	Iteration 25Q: 3 clusters Score -7601376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -7601377.000000 Penalty: 5498.152344
	Iteration 26Q: 3 clusters Score -7601377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -7601378.000000 Penalty: 5498.152344
	Iteration 27Q: 3 clusters Score -7601378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -7601378.000000 Penalty: 5498.152344
	Iteration 28F: 3 clusters Score -7601378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Entering Unmasked Estep 
Score: -6534581.500000 Penalty: 2712.735596
	Iteration 0F: 2 clusters Score -6534582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6496836.500000 Penalty: 5425.471191
	Iteration 0F: 3 clusters Score -6496836 nChanged 26196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6511275.000000 Penalty: 5425.471191
	Iteration 1F: 3 clusters Score -6511275 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -6511838.500000 Penalty: 5425.471191
	Iteration 2Q: 3 clusters Score -6511838 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -6512404.000000 Penalty: 5425.471191
	Iteration 3Q: 3 clusters Score -6512404 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -6512907.500000 Penalty: 5425.471191
	Iteration 4Q: 3 clusters Score -6512908 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -6513476.500000 Penalty: 5425.471191
	Iteration 5Q: 3 clusters Score -6513476 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6514258.000000 Penalty: 5425.471191
	Iteration 6Q: 3 clusters Score -6514258 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -6515251.500000 Penalty: 5425.471191
	Iteration 7Q: 3 clusters Score -6515252 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6516761.500000 Penalty: 5425.471191
	Iteration 8F: 3 clusters Score -6516762 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -6519027.000000 Penalty: 5425.471191
	Iteration 9F: 3 clusters Score -6519027 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -6521909.000000 Penalty: 5425.471191
	Iteration 10F: 3 clusters Score -6521909 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -6525115.500000 Penalty: 5425.471191
	Iteration 11F: 3 clusters Score -6525116 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -6528265.000000 Penalty: 5425.471191
	Iteration 12F: 3 clusters Score -6528265 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -6530645.000000 Penalty: 5425.471191
	Iteration 13F: 3 clusters Score -6530645 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -6532048.000000 Penalty: 5425.471191
	Iteration 14Q: 3 clusters Score -6532048 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6533069.500000 Penalty: 5425.471191
	Iteration 15Q: 3 clusters Score -6533070 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -6533913.000000 Penalty: 5425.471191
	Iteration 16Q: 3 clusters Score -6533913 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -6534659.000000 Penalty: 5425.471191
	Iteration 17Q: 3 clusters Score -6534659 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -6535329.500000 Penalty: 5425.471191
	Iteration 18Q: 3 clusters Score -6535330 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6535907.000000 Penalty: 5425.471191
	Iteration 19Q: 3 clusters Score -6535907 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -6536184.500000 Penalty: 5425.471191
	Iteration 20F: 3 clusters Score -6536184 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6536287.000000 Penalty: 5425.471191
	Iteration 21Q: 3 clusters Score -6536287 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -6536291.000000 Penalty: 5425.471191
	Iteration 22Q: 3 clusters Score -6536291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6536311.500000 Penalty: 5425.471191
	Iteration 23Q: 3 clusters Score -6536312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6536333.000000 Penalty: 5425.471191
	Iteration 24Q: 3 clusters Score -6536333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6536332.000000 Penalty: 5425.471191
	Iteration 25Q: 3 clusters Score -6536332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6536336.000000 Penalty: 5425.471191
	Iteration 26Q: 3 clusters Score -6536336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -6536336.000000 Penalty: 5425.471191
	Iteration 27Q: 3 clusters Score -6536336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6536334.000000 Penalty: 5425.471191
	Iteration 28Q: 3 clusters Score -6536334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -6536338.000000 Penalty: 5425.471191
	Iteration 29Q: 3 clusters Score -6536338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6536341.000000 Penalty: 5425.471191
	Iteration 30Q: 3 clusters Score -6536341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6536341.000000 Penalty: 5425.471191
	Iteration 31F: 3 clusters Score -6536341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 251477 members 
Mstep: Class 14 contains 33395 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
Score: -114484632.000000 Penalty: 58317.722656
Splitting cluster 6 changes total score from -114483600.000000 to -114484632.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (44821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Entering Unmasked Estep 
Score: -5230447.500000 Penalty: 2656.187256
	Iteration 0F: 2 clusters Score -5230448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5200182.500000 Penalty: 5312.374512
	Iteration 0F: 3 clusters Score -5200182 nChanged 20564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5211420.000000 Penalty: 5312.374512
	Iteration 1F: 3 clusters Score -5211420 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5211900.000000 Penalty: 5312.374512
	Iteration 2Q: 3 clusters Score -5211900 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5212369.500000 Penalty: 5312.374512
	Iteration 3Q: 3 clusters Score -5212370 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5212835.500000 Penalty: 5312.374512
	Iteration 4Q: 3 clusters Score -5212836 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5213364.000000 Penalty: 5312.374512
	Iteration 5Q: 3 clusters Score -5213364 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5214026.500000 Penalty: 5312.374512
	Iteration 6Q: 3 clusters Score -5214026 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5214879.500000 Penalty: 5312.374512
	Iteration 7Q: 3 clusters Score -5214880 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5216002.000000 Penalty: 5312.374512
	Iteration 8Q: 3 clusters Score -5216002 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5217515.500000 Penalty: 5312.374512
	Iteration 9F: 3 clusters Score -5217516 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5219181.000000 Penalty: 5312.374512
	Iteration 10F: 3 clusters Score -5219181 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5220699.000000 Penalty: 5312.374512
	Iteration 11F: 3 clusters Score -5220699 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5221757.000000 Penalty: 5312.374512
	Iteration 12Q: 3 clusters Score -5221757 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5222181.000000 Penalty: 5312.374512
	Iteration 13Q: 3 clusters Score -5222181 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5222451.500000 Penalty: 5312.374512
	Iteration 14Q: 3 clusters Score -5222452 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -5222587.500000 Penalty: 5312.374512
	Iteration 15Q: 3 clusters Score -5222588 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5222705.000000 Penalty: 5312.374512
	Iteration 16Q: 3 clusters Score -5222705 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5222817.500000 Penalty: 5312.374512
	Iteration 17Q: 3 clusters Score -5222818 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5222909.000000 Penalty: 5312.374512
	Iteration 18Q: 3 clusters Score -5222909 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -5222972.000000 Penalty: 5312.374512
	Iteration 19Q: 3 clusters Score -5222972 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -5223028.500000 Penalty: 5312.374512
	Iteration 20F: 3 clusters Score -5223028 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -5223118.000000 Penalty: 5312.374512
	Iteration 21Q: 3 clusters Score -5223118 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -5223225.000000 Penalty: 5312.374512
	Iteration 22Q: 3 clusters Score -5223225 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -5223298.000000 Penalty: 5312.374512
	Iteration 23Q: 3 clusters Score -5223298 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -5223397.000000 Penalty: 5312.374512
	Iteration 24Q: 3 clusters Score -5223397 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5223491.000000 Penalty: 5312.374512
	Iteration 25Q: 3 clusters Score -5223491 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5223604.500000 Penalty: 5312.374512
	Iteration 26Q: 3 clusters Score -5223604 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -5223699.500000 Penalty: 5312.374512
	Iteration 27Q: 3 clusters Score -5223700 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -5223817.000000 Penalty: 5312.374512
	Iteration 28Q: 3 clusters Score -5223817 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -5223905.500000 Penalty: 5312.374512
	Iteration 29Q: 3 clusters Score -5223906 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5224022.500000 Penalty: 5312.374512
	Iteration 30Q: 3 clusters Score -5224022 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5224147.000000 Penalty: 5312.374512
	Iteration 31Q: 3 clusters Score -5224147 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -5224293.500000 Penalty: 5312.374512
	Iteration 32Q: 3 clusters Score -5224294 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -5224383.500000 Penalty: 5312.374512
	Iteration 33Q: 3 clusters Score -5224384 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -5224536.500000 Penalty: 5312.374512
	Iteration 34Q: 3 clusters Score -5224536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -5224663.500000 Penalty: 5312.374512
	Iteration 35Q: 3 clusters Score -5224664 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -5224799.500000 Penalty: 5312.374512
	Iteration 36Q: 3 clusters Score -5224800 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -5224954.500000 Penalty: 5312.374512
	Iteration 37Q: 3 clusters Score -5224954 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5225119.000000 Penalty: 5312.374512
	Iteration 38Q: 3 clusters Score -5225119 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5225257.500000 Penalty: 5312.374512
	Iteration 39Q: 3 clusters Score -5225258 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -5225382.500000 Penalty: 5312.374512
	Iteration 40F: 3 clusters Score -5225382 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5225526.500000 Penalty: 5312.374512
	Iteration 41Q: 3 clusters Score -5225526 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5225637.000000 Penalty: 5312.374512
	Iteration 42Q: 3 clusters Score -5225637 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5225781.000000 Penalty: 5312.374512
	Iteration 43Q: 3 clusters Score -5225781 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5225892.500000 Penalty: 5312.374512
	Iteration 44Q: 3 clusters Score -5225892 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5226006.000000 Penalty: 5312.374512
	Iteration 45Q: 3 clusters Score -5226006 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5226119.500000 Penalty: 5312.374512
	Iteration 46Q: 3 clusters Score -5226120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -5226218.000000 Penalty: 5312.374512
	Iteration 47Q: 3 clusters Score -5226218 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -5226309.500000 Penalty: 5312.374512
	Iteration 48Q: 3 clusters Score -5226310 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5226431.500000 Penalty: 5312.374512
	Iteration 49Q: 3 clusters Score -5226432 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5226558.000000 Penalty: 5312.374512
	Iteration 50Q: 3 clusters Score -5226558 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5226672.000000 Penalty: 5312.374512
	Iteration 51Q: 3 clusters Score -5226672 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5226789.500000 Penalty: 5312.374512
	Iteration 52Q: 3 clusters Score -5226790 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5226885.000000 Penalty: 5312.374512
	Iteration 53Q: 3 clusters Score -5226885 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5226982.500000 Penalty: 5312.374512
	Iteration 54Q: 3 clusters Score -5226982 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -5227104.500000 Penalty: 5312.374512
	Iteration 55Q: 3 clusters Score -5227104 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5227185.000000 Penalty: 5312.374512
	Iteration 56Q: 3 clusters Score -5227185 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -5227320.000000 Penalty: 5312.374512
	Iteration 57Q: 3 clusters Score -5227320 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5227433.000000 Penalty: 5312.374512
	Iteration 58Q: 3 clusters Score -5227433 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5227527.500000 Penalty: 5312.374512
	Iteration 59Q: 3 clusters Score -5227528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5227608.000000 Penalty: 5312.374512
	Iteration 60F: 3 clusters Score -5227608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5227688.500000 Penalty: 5312.374512
	Iteration 61Q: 3 clusters Score -5227688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5227768.000000 Penalty: 5312.374512
	Iteration 62Q: 3 clusters Score -5227768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -5227860.500000 Penalty: 5312.374512
	Iteration 63Q: 3 clusters Score -5227860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5227879.000000 Penalty: 5312.374512
	Iteration 64Q: 3 clusters Score -5227879 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5227930.500000 Penalty: 5312.374512
	Iteration 65Q: 3 clusters Score -5227930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -5227972.500000 Penalty: 5312.374512
	Iteration 66Q: 3 clusters Score -5227972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5228024.000000 Penalty: 5312.374512
	Iteration 67Q: 3 clusters Score -5228024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5228039.500000 Penalty: 5312.374512
	Iteration 68Q: 3 clusters Score -5228040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5228064.500000 Penalty: 5312.374512
	Iteration 69Q: 3 clusters Score -5228064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -5228098.500000 Penalty: 5312.374512
	Iteration 70Q: 3 clusters Score -5228098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -5228118.500000 Penalty: 5312.374512
	Iteration 71Q: 3 clusters Score -5228118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5228130.500000 Penalty: 5312.374512
	Iteration 72Q: 3 clusters Score -5228130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -5228139.000000 Penalty: 5312.374512
	Iteration 73Q: 3 clusters Score -5228139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5228154.500000 Penalty: 5312.374512
	Iteration 74Q: 3 clusters Score -5228154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -5228165.000000 Penalty: 5312.374512
	Iteration 75Q: 3 clusters Score -5228165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5228165.500000 Penalty: 5312.374512
	Iteration 76Q: 3 clusters Score -5228166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5228171.000000 Penalty: 5312.374512
	Iteration 77Q: 3 clusters Score -5228171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5228184.500000 Penalty: 5312.374512
	Iteration 78Q: 3 clusters Score -5228184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5228199.500000 Penalty: 5312.374512
	Iteration 79Q: 3 clusters Score -5228200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5228214.000000 Penalty: 5312.374512
	Iteration 80F: 3 clusters Score -5228214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5228221.000000 Penalty: 5312.374512
	Iteration 81Q: 3 clusters Score -5228221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -5228223.000000 Penalty: 5312.374512
	Iteration 82Q: 3 clusters Score -5228223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5228226.000000 Penalty: 5312.374512
	Iteration 83Q: 3 clusters Score -5228226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5228223.000000 Penalty: 5312.374512
	Iteration 84Q: 3 clusters Score -5228223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5228224.000000 Penalty: 5312.374512
	Iteration 85Q: 3 clusters Score -5228224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -5228227.500000 Penalty: 5312.374512
	Iteration 86Q: 3 clusters Score -5228228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -5228226.500000 Penalty: 5312.374512
	Iteration 87Q: 3 clusters Score -5228226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -5228223.500000 Penalty: 5312.374512
	Iteration 88Q: 3 clusters Score -5228224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5228228.500000 Penalty: 5312.374512
	Iteration 89Q: 3 clusters Score -5228228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5228228.500000 Penalty: 5312.374512
	Iteration 90Q: 3 clusters Score -5228228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5228234.500000 Penalty: 5312.374512
	Iteration 91Q: 3 clusters Score -5228234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5228237.500000 Penalty: 5312.374512
	Iteration 92Q: 3 clusters Score -5228238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5228235.500000 Penalty: 5312.374512
	Iteration 93Q: 3 clusters Score -5228236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5228238.000000 Penalty: 5312.374512
	Iteration 94Q: 3 clusters Score -5228238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5228241.000000 Penalty: 5312.374512
	Iteration 95Q: 3 clusters Score -5228241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5228241.000000 Penalty: 5312.374512
	Iteration 96F: 3 clusters Score -5228241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (319615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319615 members 
Entering Unmasked Estep 
Score: -36542952.000000 Penalty: 3143.368408
	Iteration 0F: 2 clusters Score -3.654295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -36348056.000000 Penalty: 6286.736816
	Iteration 0F: 3 clusters Score -3.634806e+07 nChanged 155059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150773 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -36440428.000000 Penalty: 6286.736816
	Iteration 1F: 3 clusters Score -3.644043e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145720 members 
Mstep: Class 2 contains 173895 members 
Entering Unmasked Estep 
Score: -36442204.000000 Penalty: 6286.736816
	Iteration 2Q: 3 clusters Score -3.64422e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137912 members 
Mstep: Class 2 contains 181703 members 
Entering Unmasked Estep 
Score: -36444932.000000 Penalty: 6286.736816
	Iteration 3Q: 3 clusters Score -3.644493e+07 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 193270 members 
Entering Unmasked Estep 
Score: -36449912.000000 Penalty: 6286.736816
	Iteration 4Q: 3 clusters Score -3.644991e+07 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 209166 members 
Entering Unmasked Estep 
Score: -36458772.000000 Penalty: 6286.736816
	Iteration 5F: 3 clusters Score -3.645877e+07 nChanged 20779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 228557 members 
Entering Unmasked Estep 
Score: -36472072.000000 Penalty: 6286.736816
	Iteration 6F: 3 clusters Score -3.647207e+07 nChanged 21302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 248273 members 
Entering Unmasked Estep 
Score: -36487948.000000 Penalty: 6286.736816
	Iteration 7F: 3 clusters Score -3.648795e+07 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 264313 members 
Entering Unmasked Estep 
Score: -36501924.000000 Penalty: 6286.736816
	Iteration 8F: 3 clusters Score -3.650192e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 274837 members 
Entering Unmasked Estep 
Score: -36511224.000000 Penalty: 6286.736816
	Iteration 9Q: 3 clusters Score -3.651122e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 281233 members 
Entering Unmasked Estep 
Score: -36517636.000000 Penalty: 6286.736816
	Iteration 10Q: 3 clusters Score -3.651764e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 285356 members 
Entering Unmasked Estep 
Score: -36521604.000000 Penalty: 6286.736816
	Iteration 11Q: 3 clusters Score -3.65216e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 288525 members 
Entering Unmasked Estep 
Score: -36524128.000000 Penalty: 6286.736816
	Iteration 12Q: 3 clusters Score -3.652413e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 291274 members 
Entering Unmasked Estep 
Score: -36525976.000000 Penalty: 6286.736816
	Iteration 13Q: 3 clusters Score -3.652598e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 293821 members 
Entering Unmasked Estep 
Score: -36527088.000000 Penalty: 6286.736816
	Iteration 14Q: 3 clusters Score -3.652709e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 296185 members 
Entering Unmasked Estep 
Score: -36528128.000000 Penalty: 6286.736816
	Iteration 15Q: 3 clusters Score -3.652813e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 298347 members 
Entering Unmasked Estep 
Score: -36529108.000000 Penalty: 6286.736816
	Iteration 16Q: 3 clusters Score -3.652911e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 300414 members 
Entering Unmasked Estep 
Score: -36529804.000000 Penalty: 6286.736816
	Iteration 17Q: 3 clusters Score -3.65298e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 302360 members 
Entering Unmasked Estep 
Score: -36530392.000000 Penalty: 6286.736816
	Iteration 18Q: 3 clusters Score -3.653039e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 304122 members 
Entering Unmasked Estep 
Score: -36531116.000000 Penalty: 6286.736816
	Iteration 19Q: 3 clusters Score -3.653112e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 305792 members 
Entering Unmasked Estep 
Score: -36531912.000000 Penalty: 6286.736816
	Iteration 20F: 3 clusters Score -3.653191e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 307388 members 
Entering Unmasked Estep 
Score: -36532952.000000 Penalty: 6286.736816
	Iteration 21Q: 3 clusters Score -3.653295e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 308877 members 
Entering Unmasked Estep 
Score: -36533808.000000 Penalty: 6286.736816
	Iteration 22Q: 3 clusters Score -3.653381e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 310257 members 
Entering Unmasked Estep 
Score: -36534768.000000 Penalty: 6286.736816
	Iteration 23Q: 3 clusters Score -3.653477e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 311586 members 
Entering Unmasked Estep 
Score: -36535788.000000 Penalty: 6286.736816
	Iteration 24Q: 3 clusters Score -3.653579e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 312745 members 
Entering Unmasked Estep 
Score: -36536484.000000 Penalty: 6286.736816
	Iteration 25Q: 3 clusters Score -3.653648e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 313810 members 
Entering Unmasked Estep 
Score: -36537104.000000 Penalty: 6286.736816
	Iteration 26Q: 3 clusters Score -3.65371e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 314750 members 
Entering Unmasked Estep 
Score: -36537856.000000 Penalty: 6286.736816
	Iteration 27Q: 3 clusters Score -3.653786e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 315546 members 
Entering Unmasked Estep 
Score: -36538408.000000 Penalty: 6286.736816
	Iteration 28Q: 3 clusters Score -3.653841e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 316170 members 
Entering Unmasked Estep 
Score: -36538676.000000 Penalty: 6286.736816
	Iteration 29Q: 3 clusters Score -3.653868e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 316671 members 
Entering Unmasked Estep 
Score: -36538896.000000 Penalty: 6286.736816
	Iteration 30Q: 3 clusters Score -3.65389e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 317070 members 
Entering Unmasked Estep 
Score: -36539136.000000 Penalty: 6286.736816
	Iteration 31Q: 3 clusters Score -3.653914e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 317413 members 
Entering Unmasked Estep 
Score: -36539292.000000 Penalty: 6286.736816
	Iteration 32Q: 3 clusters Score -3.653929e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 317677 members 
Entering Unmasked Estep 
Score: -36539440.000000 Penalty: 6286.736816
	Iteration 33Q: 3 clusters Score -3.653944e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 317882 members 
Entering Unmasked Estep 
Score: -36539552.000000 Penalty: 6286.736816
	Iteration 34Q: 3 clusters Score -3.653955e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 318038 members 
Entering Unmasked Estep 
Score: -36539616.000000 Penalty: 6286.736816
	Iteration 35Q: 3 clusters Score -3.653962e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 318172 members 
Entering Unmasked Estep 
Score: -36539708.000000 Penalty: 6286.736816
	Iteration 36Q: 3 clusters Score -3.653971e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 318273 members 
Entering Unmasked Estep 
Score: -36539768.000000 Penalty: 6286.736816
	Iteration 37Q: 3 clusters Score -3.653977e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 318345 members 
Entering Unmasked Estep 
Score: -36539844.000000 Penalty: 6286.736816
	Iteration 38Q: 3 clusters Score -3.653984e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 318409 members 
Entering Unmasked Estep 
Score: -36539876.000000 Penalty: 6286.736816
	Iteration 39Q: 3 clusters Score -3.653988e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 318459 members 
Entering Unmasked Estep 
Score: -36539860.000000 Penalty: 6286.736816
	Iteration 40F: 3 clusters Score -3.653986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 318498 members 
Entering Unmasked Estep 
Score: -36539928.000000 Penalty: 6286.736816
	Iteration 41Q: 3 clusters Score -3.653993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 318538 members 
Entering Unmasked Estep 
Score: -36539924.000000 Penalty: 6286.736816
	Iteration 42Q: 3 clusters Score -3.653992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 318573 members 
Entering Unmasked Estep 
Score: -36539956.000000 Penalty: 6286.736816
	Iteration 43Q: 3 clusters Score -3.653996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 318602 members 
Entering Unmasked Estep 
Score: -36540004.000000 Penalty: 6286.736816
	Iteration 44Q: 3 clusters Score -3.654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 318627 members 
Entering Unmasked Estep 
Score: -36539976.000000 Penalty: 6286.736816
	Iteration 45Q: 3 clusters Score -3.653998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 318651 members 
Entering Unmasked Estep 
Score: -36540012.000000 Penalty: 6286.736816
	Iteration 46Q: 3 clusters Score -3.654001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 318668 members 
Entering Unmasked Estep 
Score: -36539960.000000 Penalty: 6286.736816
	Iteration 47Q: 3 clusters Score -3.653996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 318690 members 
Entering Unmasked Estep 
Score: -36540012.000000 Penalty: 6286.736816
	Iteration 48Q: 3 clusters Score -3.654001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 318699 members 
Entering Unmasked Estep 
Score: -36540012.000000 Penalty: 6286.736816
	Iteration 49Q: 3 clusters Score -3.654001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 318712 members 
Entering Unmasked Estep 
Score: -36540020.000000 Penalty: 6286.736816
	Iteration 50Q: 3 clusters Score -3.654002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 318719 members 
Entering Unmasked Estep 
Score: -36540036.000000 Penalty: 6286.736816
	Iteration 51Q: 3 clusters Score -3.654004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 318725 members 
Entering Unmasked Estep 
Score: -36540040.000000 Penalty: 6286.736816
	Iteration 52Q: 3 clusters Score -3.654004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 318730 members 
Entering Unmasked Estep 
Score: -36540036.000000 Penalty: 6286.736816
	Iteration 53Q: 3 clusters Score -3.654004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 318736 members 
Entering Unmasked Estep 
Score: -36540028.000000 Penalty: 6286.736816
	Iteration 54Q: 3 clusters Score -3.654003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 318741 members 
Entering Unmasked Estep 
Score: -36540036.000000 Penalty: 6286.736816
	Iteration 55Q: 3 clusters Score -3.654004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 318745 members 
Entering Unmasked Estep 
Score: -36540060.000000 Penalty: 6286.736816
	Iteration 56Q: 3 clusters Score -3.654006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 318749 members 
Entering Unmasked Estep 
Score: -36540060.000000 Penalty: 6286.736816
	Iteration 57Q: 3 clusters Score -3.654006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 318753 members 
Entering Unmasked Estep 
Score: -36540048.000000 Penalty: 6286.736816
	Iteration 58Q: 3 clusters Score -3.654005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 318756 members 
Entering Unmasked Estep 
Score: -36540064.000000 Penalty: 6286.736816
	Iteration 59Q: 3 clusters Score -3.654006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 318755 members 
Entering Unmasked Estep 
Score: -36540052.000000 Penalty: 6286.736816
	Iteration 60F: 3 clusters Score -3.654005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 318754 members 
Entering Unmasked Estep 
Score: -36540060.000000 Penalty: 6286.736816
	Iteration 61Q: 3 clusters Score -3.654006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 318754 members 
Entering Unmasked Estep 
Score: -36540060.000000 Penalty: 6286.736816
	Iteration 62F: 3 clusters Score -3.654006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Entering Unmasked Estep 
Score: -2500723.000000 Penalty: 2471.635986
	Iteration 0F: 2 clusters Score -2500723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2485796.250000 Penalty: 4943.271973
	Iteration 0F: 3 clusters Score -2485796 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2490778.000000 Penalty: 4943.271973
	Iteration 1F: 3 clusters Score -2490778 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2491141.500000 Penalty: 4943.271973
	Iteration 2F: 3 clusters Score -2491142 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2491406.250000 Penalty: 4943.271973
	Iteration 3Q: 3 clusters Score -2491406 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2491616.750000 Penalty: 4943.271973
	Iteration 4Q: 3 clusters Score -2491617 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2491771.250000 Penalty: 4943.271973
	Iteration 5Q: 3 clusters Score -2491771 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2491915.500000 Penalty: 4943.271973
	Iteration 6Q: 3 clusters Score -2491916 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2492069.500000 Penalty: 4943.271973
	Iteration 7Q: 3 clusters Score -2492070 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2492241.750000 Penalty: 4943.271973
	Iteration 8Q: 3 clusters Score -2492242 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2492464.250000 Penalty: 4943.271973
	Iteration 9Q: 3 clusters Score -2492464 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2492778.500000 Penalty: 4943.271973
	Iteration 10Q: 3 clusters Score -2492778 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2493191.000000 Penalty: 4943.271973
	Iteration 11Q: 3 clusters Score -2493191 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2493809.500000 Penalty: 4943.271973
	Iteration 12Q: 3 clusters Score -2493810 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2494622.000000 Penalty: 4943.271973
	Iteration 13F: 3 clusters Score -2494622 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2495552.000000 Penalty: 4943.271973
	Iteration 14F: 3 clusters Score -2495552 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2496409.750000 Penalty: 4943.271973
	Iteration 15Q: 3 clusters Score -2496410 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2497126.250000 Penalty: 4943.271973
	Iteration 16Q: 3 clusters Score -2497126 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2497671.000000 Penalty: 4943.271973
	Iteration 17Q: 3 clusters Score -2497671 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2497990.500000 Penalty: 4943.271973
	Iteration 18Q: 3 clusters Score -2497990 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2498188.000000 Penalty: 4943.271973
	Iteration 19Q: 3 clusters Score -2498188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2498308.250000 Penalty: 4943.271973
	Iteration 20F: 3 clusters Score -2498308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2498385.250000 Penalty: 4943.271973
	Iteration 21Q: 3 clusters Score -2498385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2498448.500000 Penalty: 4943.271973
	Iteration 22Q: 3 clusters Score -2498448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2498483.500000 Penalty: 4943.271973
	Iteration 23Q: 3 clusters Score -2498484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2498509.750000 Penalty: 4943.271973
	Iteration 24Q: 3 clusters Score -2498510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2498536.750000 Penalty: 4943.271973
	Iteration 25Q: 3 clusters Score -2498537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2498550.500000 Penalty: 4943.271973
	Iteration 26Q: 3 clusters Score -2498550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2498562.250000 Penalty: 4943.271973
	Iteration 27Q: 3 clusters Score -2498562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2498567.750000 Penalty: 4943.271973
	Iteration 28Q: 3 clusters Score -2498568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2498574.000000 Penalty: 4943.271973
	Iteration 29Q: 3 clusters Score -2498574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2498580.750000 Penalty: 4943.271973
	Iteration 30Q: 3 clusters Score -2498581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2498579.750000 Penalty: 4943.271973
	Iteration 31Q: 3 clusters Score -2498580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2498584.250000 Penalty: 4943.271973
	Iteration 32Q: 3 clusters Score -2498584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2498587.000000 Penalty: 4943.271973
	Iteration 33Q: 3 clusters Score -2498587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2498585.500000 Penalty: 4943.271973
	Iteration 34Q: 3 clusters Score -2498586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2498585.500000 Penalty: 4943.271973
	Iteration 35F: 3 clusters Score -2498586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -238309.734375 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -238309.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235526.843750 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -235526.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238769.890625 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -238769.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -242627.328125 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -242627.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -244730.109375 Penalty: 3910.936768
	Iteration 3F: 3 clusters Score -244730.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -245760.515625 Penalty: 3910.936768
	Iteration 4F: 3 clusters Score -245760.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -246104.515625 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -246104.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -246295.578125 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -246295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -246403.765625 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -246403.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -246523.562500 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -246523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -246604.281250 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -246604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -246730.078125 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -246730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -246817.625000 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -246817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -246817.625000 Penalty: 3910.936768
	Iteration 12F: 3 clusters Score -246817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 251477 members 
Mstep: Class 14 contains 33395 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
Score: -114491632.000000 Penalty: 61748.175781
Splitting cluster 11 changes total score from -114483600.000000 to -114491632.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (21488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Entering Unmasked Estep 
Score: -2284121.250000 Penalty: 2473.862061
	Iteration 0F: 2 clusters Score -2284121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2269094.500000 Penalty: 4947.724121
	Iteration 0F: 3 clusters Score -2269094 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2274426.250000 Penalty: 4947.724121
	Iteration 1F: 3 clusters Score -2274426 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2275227.500000 Penalty: 4947.724121
	Iteration 2F: 3 clusters Score -2275228 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2276110.000000 Penalty: 4947.724121
	Iteration 3F: 3 clusters Score -2276110 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2276991.000000 Penalty: 4947.724121
	Iteration 4F: 3 clusters Score -2276991 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2277907.250000 Penalty: 4947.724121
	Iteration 5F: 3 clusters Score -2277907 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2278736.500000 Penalty: 4947.724121
	Iteration 6F: 3 clusters Score -2278736 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2279471.500000 Penalty: 4947.724121
	Iteration 7F: 3 clusters Score -2279472 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2280026.250000 Penalty: 4947.724121
	Iteration 8Q: 3 clusters Score -2280026 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2280346.500000 Penalty: 4947.724121
	Iteration 9Q: 3 clusters Score -2280346 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2280589.250000 Penalty: 4947.724121
	Iteration 10Q: 3 clusters Score -2280589 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2280783.500000 Penalty: 4947.724121
	Iteration 11Q: 3 clusters Score -2280784 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2280947.000000 Penalty: 4947.724121
	Iteration 12Q: 3 clusters Score -2280947 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2281092.750000 Penalty: 4947.724121
	Iteration 13Q: 3 clusters Score -2281093 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2281238.500000 Penalty: 4947.724121
	Iteration 14Q: 3 clusters Score -2281238 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2281351.500000 Penalty: 4947.724121
	Iteration 15Q: 3 clusters Score -2281352 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2281447.000000 Penalty: 4947.724121
	Iteration 16Q: 3 clusters Score -2281447 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2281534.250000 Penalty: 4947.724121
	Iteration 17Q: 3 clusters Score -2281534 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2281601.500000 Penalty: 4947.724121
	Iteration 18Q: 3 clusters Score -2281602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2281647.000000 Penalty: 4947.724121
	Iteration 19Q: 3 clusters Score -2281647 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2281677.250000 Penalty: 4947.724121
	Iteration 20F: 3 clusters Score -2281677 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2281711.750000 Penalty: 4947.724121
	Iteration 21Q: 3 clusters Score -2281712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2281719.500000 Penalty: 4947.724121
	Iteration 22Q: 3 clusters Score -2281720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2281754.500000 Penalty: 4947.724121
	Iteration 23Q: 3 clusters Score -2281754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2281775.000000 Penalty: 4947.724121
	Iteration 24Q: 3 clusters Score -2281775 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2281795.000000 Penalty: 4947.724121
	Iteration 25Q: 3 clusters Score -2281795 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2281817.750000 Penalty: 4947.724121
	Iteration 26Q: 3 clusters Score -2281818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2281830.250000 Penalty: 4947.724121
	Iteration 27Q: 3 clusters Score -2281830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2281838.750000 Penalty: 4947.724121
	Iteration 28Q: 3 clusters Score -2281839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2281853.500000 Penalty: 4947.724121
	Iteration 29Q: 3 clusters Score -2281854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2281856.750000 Penalty: 4947.724121
	Iteration 30Q: 3 clusters Score -2281857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2281862.500000 Penalty: 4947.724121
	Iteration 31Q: 3 clusters Score -2281862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2281869.750000 Penalty: 4947.724121
	Iteration 32Q: 3 clusters Score -2281870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2281870.750000 Penalty: 4947.724121
	Iteration 33Q: 3 clusters Score -2281871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2281875.250000 Penalty: 4947.724121
	Iteration 34Q: 3 clusters Score -2281875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2281875.250000 Penalty: 4947.724121
	Iteration 35Q: 3 clusters Score -2281875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2281887.750000 Penalty: 4947.724121
	Iteration 36Q: 3 clusters Score -2281888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2281890.000000 Penalty: 4947.724121
	Iteration 37Q: 3 clusters Score -2281890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2281891.250000 Penalty: 4947.724121
	Iteration 38Q: 3 clusters Score -2281891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2281905.000000 Penalty: 4947.724121
	Iteration 39Q: 3 clusters Score -2281905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2281910.500000 Penalty: 4947.724121
	Iteration 40F: 3 clusters Score -2281910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2281912.000000 Penalty: 4947.724121
	Iteration 41Q: 3 clusters Score -2281912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2281910.250000 Penalty: 4947.724121
	Iteration 42Q: 3 clusters Score -2281910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2281921.000000 Penalty: 4947.724121
	Iteration 43Q: 3 clusters Score -2281921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2281920.500000 Penalty: 4947.724121
	Iteration 44Q: 3 clusters Score -2281920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2281922.500000 Penalty: 4947.724121
	Iteration 45Q: 3 clusters Score -2281922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2281922.000000 Penalty: 4947.724121
	Iteration 46Q: 3 clusters Score -2281922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2281922.750000 Penalty: 4947.724121
	Iteration 47Q: 3 clusters Score -2281923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2281926.250000 Penalty: 4947.724121
	Iteration 48Q: 3 clusters Score -2281926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2281923.250000 Penalty: 4947.724121
	Iteration 49Q: 3 clusters Score -2281923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2281924.500000 Penalty: 4947.724121
	Iteration 50Q: 3 clusters Score -2281924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2281922.000000 Penalty: 4947.724121
	Iteration 51Q: 3 clusters Score -2281922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2281924.250000 Penalty: 4947.724121
	Iteration 52Q: 3 clusters Score -2281924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2281925.250000 Penalty: 4947.724121
	Iteration 53Q: 3 clusters Score -2281925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2281921.250000 Penalty: 4947.724121
	Iteration 54Q: 3 clusters Score -2281921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2281922.250000 Penalty: 4947.724121
	Iteration 55Q: 3 clusters Score -2281922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2281922.250000 Penalty: 4947.724121
	Iteration 56F: 3 clusters Score -2281922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (251477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251477 members 
Entering Unmasked Estep 
Score: -28762580.000000 Penalty: 3083.906494
	Iteration 0F: 2 clusters Score -2.876258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 125454 members 
Entering Unmasked Estep 
Score: -28623852.000000 Penalty: 6167.812988
	Iteration 0F: 3 clusters Score -2.862385e+07 nChanged 121774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 121018 members 
Entering Unmasked Estep 
Score: -28696342.000000 Penalty: 6167.812988
	Iteration 1F: 3 clusters Score -2.869634e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132930 members 
Mstep: Class 2 contains 118547 members 
Entering Unmasked Estep 
Score: -28697980.000000 Penalty: 6167.812988
	Iteration 2Q: 3 clusters Score -2.869798e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -28700466.000000 Penalty: 6167.812988
	Iteration 3Q: 3 clusters Score -2.870047e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142162 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -28704314.000000 Penalty: 6167.812988
	Iteration 4Q: 3 clusters Score -2.870431e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 101745 members 
Entering Unmasked Estep 
Score: -28710286.000000 Penalty: 6167.812988
	Iteration 5Q: 3 clusters Score -2.871029e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -28718678.000000 Penalty: 6167.812988
	Iteration 6F: 3 clusters Score -2.871868e+07 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170802 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -28729080.000000 Penalty: 6167.812988
	Iteration 7F: 3 clusters Score -2.872908e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180903 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -28739904.000000 Penalty: 6167.812988
	Iteration 8F: 3 clusters Score -2.87399e+07 nChanged 14426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187763 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -28748430.000000 Penalty: 6167.812988
	Iteration 9F: 3 clusters Score -2.874843e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191072 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -28754078.000000 Penalty: 6167.812988
	Iteration 10Q: 3 clusters Score -2.875408e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192346 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -28757492.000000 Penalty: 6167.812988
	Iteration 11Q: 3 clusters Score -2.875749e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192759 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -28759770.000000 Penalty: 6167.812988
	Iteration 12Q: 3 clusters Score -2.875977e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192870 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -28761796.000000 Penalty: 6167.812988
	Iteration 13Q: 3 clusters Score -2.87618e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192597 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -28764658.000000 Penalty: 6167.812988
	Iteration 14Q: 3 clusters Score -2.876466e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191960 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -28768250.000000 Penalty: 6167.812988
	Iteration 15Q: 3 clusters Score -2.876825e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190687 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -28771618.000000 Penalty: 6167.812988
	Iteration 16Q: 3 clusters Score -2.877162e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -28774656.000000 Penalty: 6167.812988
	Iteration 17Q: 3 clusters Score -2.877466e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186659 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -28777224.000000 Penalty: 6167.812988
	Iteration 18Q: 3 clusters Score -2.877722e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -28779162.000000 Penalty: 6167.812988
	Iteration 19Q: 3 clusters Score -2.877916e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -28781266.000000 Penalty: 6167.812988
	Iteration 20F: 3 clusters Score -2.878127e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -28782898.000000 Penalty: 6167.812988
	Iteration 21Q: 3 clusters Score -2.87829e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -28784688.000000 Penalty: 6167.812988
	Iteration 22Q: 3 clusters Score -2.878469e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171807 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -28786650.000000 Penalty: 6167.812988
	Iteration 23Q: 3 clusters Score -2.878665e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168328 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -28788908.000000 Penalty: 6167.812988
	Iteration 24Q: 3 clusters Score -2.878891e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164609 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -28790848.000000 Penalty: 6167.812988
	Iteration 25Q: 3 clusters Score -2.879085e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -28792970.000000 Penalty: 6167.812988
	Iteration 26Q: 3 clusters Score -2.879297e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -28795308.000000 Penalty: 6167.812988
	Iteration 27Q: 3 clusters Score -2.879531e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -28797630.000000 Penalty: 6167.812988
	Iteration 28Q: 3 clusters Score -2.879763e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -28800058.000000 Penalty: 6167.812988
	Iteration 29Q: 3 clusters Score -2.880006e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143807 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -28802354.000000 Penalty: 6167.812988
	Iteration 30Q: 3 clusters Score -2.880235e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139765 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -28804158.000000 Penalty: 6167.812988
	Iteration 31Q: 3 clusters Score -2.880416e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -28805774.000000 Penalty: 6167.812988
	Iteration 32Q: 3 clusters Score -2.880577e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -28806590.000000 Penalty: 6167.812988
	Iteration 33Q: 3 clusters Score -2.880659e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130626 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -28807268.000000 Penalty: 6167.812988
	Iteration 34Q: 3 clusters Score -2.880727e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128604 members 
Mstep: Class 2 contains 122873 members 
Entering Unmasked Estep 
Score: -28807902.000000 Penalty: 6167.812988
	Iteration 35Q: 3 clusters Score -2.88079e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 124486 members 
Entering Unmasked Estep 
Score: -28808234.000000 Penalty: 6167.812988
	Iteration 36Q: 3 clusters Score -2.880823e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125669 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -28808580.000000 Penalty: 6167.812988
	Iteration 37Q: 3 clusters Score -2.880858e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -28808704.000000 Penalty: 6167.812988
	Iteration 38Q: 3 clusters Score -2.88087e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123656 members 
Mstep: Class 2 contains 127821 members 
Entering Unmasked Estep 
Score: -28808904.000000 Penalty: 6167.812988
	Iteration 39Q: 3 clusters Score -2.88089e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 128507 members 
Entering Unmasked Estep 
Score: -28809890.000000 Penalty: 6167.812988
	Iteration 40F: 3 clusters Score -2.880989e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121519 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -28810458.000000 Penalty: 6167.812988
	Iteration 41Q: 3 clusters Score -2.881046e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -28810762.000000 Penalty: 6167.812988
	Iteration 42Q: 3 clusters Score -2.881076e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118990 members 
Mstep: Class 2 contains 132487 members 
Entering Unmasked Estep 
Score: -28811008.000000 Penalty: 6167.812988
	Iteration 43Q: 3 clusters Score -2.881101e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118062 members 
Mstep: Class 2 contains 133415 members 
Entering Unmasked Estep 
Score: -28811148.000000 Penalty: 6167.812988
	Iteration 44Q: 3 clusters Score -2.881115e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -28811236.000000 Penalty: 6167.812988
	Iteration 45Q: 3 clusters Score -2.881124e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116560 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -28811322.000000 Penalty: 6167.812988
	Iteration 46Q: 3 clusters Score -2.881132e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -28811442.000000 Penalty: 6167.812988
	Iteration 47Q: 3 clusters Score -2.881144e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -28811516.000000 Penalty: 6167.812988
	Iteration 48Q: 3 clusters Score -2.881152e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115025 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -28811578.000000 Penalty: 6167.812988
	Iteration 49Q: 3 clusters Score -2.881158e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 136793 members 
Entering Unmasked Estep 
Score: -28811632.000000 Penalty: 6167.812988
	Iteration 50Q: 3 clusters Score -2.881163e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
Score: -28811626.000000 Penalty: 6167.812988
	Iteration 51Q: 3 clusters Score -2.881163e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 137273 members 
Entering Unmasked Estep 
Score: -28811670.000000 Penalty: 6167.812988
	Iteration 52Q: 3 clusters Score -2.881167e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -28811676.000000 Penalty: 6167.812988
	Iteration 53Q: 3 clusters Score -2.881168e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113946 members 
Mstep: Class 2 contains 137531 members 
Entering Unmasked Estep 
Score: -28811626.000000 Penalty: 6167.812988
	Iteration 54Q: 3 clusters Score -2.881163e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 137615 members 
Entering Unmasked Estep 
Score: -28811652.000000 Penalty: 6167.812988
	Iteration 55Q: 3 clusters Score -2.881165e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 137687 members 
Entering Unmasked Estep 
Score: -28811672.000000 Penalty: 6167.812988
	Iteration 56Q: 3 clusters Score -2.881167e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 137742 members 
Entering Unmasked Estep 
Score: -28811646.000000 Penalty: 6167.812988
	Iteration 57Q: 3 clusters Score -2.881165e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113689 members 
Mstep: Class 2 contains 137788 members 
Entering Unmasked Estep 
Score: -28811660.000000 Penalty: 6167.812988
	Iteration 58Q: 3 clusters Score -2.881166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 137820 members 
Entering Unmasked Estep 
Score: -28811646.000000 Penalty: 6167.812988
	Iteration 59Q: 3 clusters Score -2.881165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -28811664.000000 Penalty: 6167.812988
	Iteration 60F: 3 clusters Score -2.881166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113614 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -28811672.000000 Penalty: 6167.812988
	Iteration 61Q: 3 clusters Score -2.881167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 137882 members 
Entering Unmasked Estep 
Score: -28811660.000000 Penalty: 6167.812988
	Iteration 62Q: 3 clusters Score -2.881166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -28811670.000000 Penalty: 6167.812988
	Iteration 63Q: 3 clusters Score -2.881167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 137927 members 
Entering Unmasked Estep 
Score: -28811684.000000 Penalty: 6167.812988
	Iteration 64Q: 3 clusters Score -2.881168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 137944 members 
Entering Unmasked Estep 
Score: -28811668.000000 Penalty: 6167.812988
	Iteration 65Q: 3 clusters Score -2.881167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113516 members 
Mstep: Class 2 contains 137961 members 
Entering Unmasked Estep 
Score: -28811688.000000 Penalty: 6167.812988
	Iteration 66Q: 3 clusters Score -2.881169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 137979 members 
Entering Unmasked Estep 
Score: -28811688.000000 Penalty: 6167.812988
	Iteration 67Q: 3 clusters Score -2.881169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113481 members 
Mstep: Class 2 contains 137996 members 
Entering Unmasked Estep 
Score: -28811694.000000 Penalty: 6167.812988
	Iteration 68Q: 3 clusters Score -2.881169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -28811692.000000 Penalty: 6167.812988
	Iteration 69Q: 3 clusters Score -2.881169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -28811698.000000 Penalty: 6167.812988
	Iteration 70Q: 3 clusters Score -2.88117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113439 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -28811710.000000 Penalty: 6167.812988
	Iteration 71Q: 3 clusters Score -2.881171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113427 members 
Mstep: Class 2 contains 138050 members 
Entering Unmasked Estep 
Score: -28811708.000000 Penalty: 6167.812988
	Iteration 72Q: 3 clusters Score -2.881171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -28811698.000000 Penalty: 6167.812988
	Iteration 73Q: 3 clusters Score -2.88117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 138061 members 
Entering Unmasked Estep 
Score: -28811674.000000 Penalty: 6167.812988
	Iteration 74Q: 3 clusters Score -2.881167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113414 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -28811684.000000 Penalty: 6167.812988
	Iteration 75Q: 3 clusters Score -2.881168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 138065 members 
Entering Unmasked Estep 
Score: -28811684.000000 Penalty: 6167.812988
	Iteration 76Q: 3 clusters Score -2.881168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 138065 members 
Entering Unmasked Estep 
Score: -28811684.000000 Penalty: 6167.812988
	Iteration 77F: 3 clusters Score -2.881168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 113412 members 
Mstep: Class 14 contains 33395 members 
Mstep: Class 15 contains 138065 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
Score: -114541392.000000 Penalty: 65178.628906
Splitting cluster 13 changes total score from -114483600.000000 to -114541392.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 14 (33395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Entering Unmasked Estep 
Score: -3727110.500000 Penalty: 2583.208008
	Iteration 0F: 2 clusters Score -3727110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3704294.750000 Penalty: 5166.416016
	Iteration 0F: 3 clusters Score -3704295 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3712702.750000 Penalty: 5166.416016
	Iteration 1F: 3 clusters Score -3712703 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3713848.000000 Penalty: 5166.416016
	Iteration 2F: 3 clusters Score -3713848 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3716066.500000 Penalty: 5166.416016
	Iteration 3F: 3 clusters Score -3716066 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3719164.000000 Penalty: 5166.416016
	Iteration 4F: 3 clusters Score -3719164 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3722221.750000 Penalty: 5166.416016
	Iteration 5F: 3 clusters Score -3722222 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3724281.000000 Penalty: 5166.416016
	Iteration 6F: 3 clusters Score -3724281 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3725438.000000 Penalty: 5166.416016
	Iteration 7F: 3 clusters Score -3725438 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3726063.000000 Penalty: 5166.416016
	Iteration 8Q: 3 clusters Score -3726063 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3726441.750000 Penalty: 5166.416016
	Iteration 9Q: 3 clusters Score -3726442 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3726740.750000 Penalty: 5166.416016
	Iteration 10Q: 3 clusters Score -3726741 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3726988.500000 Penalty: 5166.416016
	Iteration 11Q: 3 clusters Score -3726988 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3727256.000000 Penalty: 5166.416016
	Iteration 12Q: 3 clusters Score -3727256 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3727459.000000 Penalty: 5166.416016
	Iteration 13Q: 3 clusters Score -3727459 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3727538.000000 Penalty: 5166.416016
	Iteration 14Q: 3 clusters Score -3727538 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3727596.750000 Penalty: 5166.416016
	Iteration 15Q: 3 clusters Score -3727597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3727648.000000 Penalty: 5166.416016
	Iteration 16Q: 3 clusters Score -3727648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -3727682.250000 Penalty: 5166.416016
	Iteration 17Q: 3 clusters Score -3727682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3727694.500000 Penalty: 5166.416016
	Iteration 18Q: 3 clusters Score -3727694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3727703.250000 Penalty: 5166.416016
	Iteration 19Q: 3 clusters Score -3727703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -3727711.000000 Penalty: 5166.416016
	Iteration 20F: 3 clusters Score -3727711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3727715.250000 Penalty: 5166.416016
	Iteration 21Q: 3 clusters Score -3727715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -3727716.250000 Penalty: 5166.416016
	Iteration 22Q: 3 clusters Score -3727716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3727718.000000 Penalty: 5166.416016
	Iteration 23Q: 3 clusters Score -3727718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3727718.250000 Penalty: 5166.416016
	Iteration 24Q: 3 clusters Score -3727718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3727719.750000 Penalty: 5166.416016
	Iteration 25Q: 3 clusters Score -3727720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -3727722.500000 Penalty: 5166.416016
	Iteration 26Q: 3 clusters Score -3727722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3727722.250000 Penalty: 5166.416016
	Iteration 27Q: 3 clusters Score -3727722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3727721.750000 Penalty: 5166.416016
	Iteration 28Q: 3 clusters Score -3727722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -3727719.500000 Penalty: 5166.416016
	Iteration 29Q: 3 clusters Score -3727720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3727722.750000 Penalty: 5166.416016
	Iteration 30Q: 3 clusters Score -3727723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -3727722.000000 Penalty: 5166.416016
	Iteration 31Q: 3 clusters Score -3727722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3727720.250000 Penalty: 5166.416016
	Iteration 32Q: 3 clusters Score -3727720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3727720.250000 Penalty: 5166.416016
	Iteration 33F: 3 clusters Score -3727720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 113412 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 138065 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
Score: -114540680.000000 Penalty: 68609.085938
Splitting cluster 14 changes total score from -114483600.000000 to -114540680.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 16 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -410111.375000 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -410111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -406425.312500 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -406425.3 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -407192.218750 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -407192.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -407380.000000 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -407380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -407505.687500 Penalty: 4061.313965
	Iteration 3F: 3 clusters Score -407505.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -407617.843750 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -407617.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -407705.781250 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -407705.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -407768.218750 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -407768.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -407837.406250 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -407837.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -407908.687500 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -407908.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -407982.093750 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -407982.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -408076.437500 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -408076.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -408193.968750 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -408194 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -408369.906250 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -408369.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -408642.531250 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -408642.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -409027.906250 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -409027.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -409361.656250 Penalty: 4061.313965
	Iteration 15F: 3 clusters Score -409361.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -409571.343750 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -409571.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -409700.250000 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -409700.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -409795.406250 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -409795.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -409867.968750 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -409868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -409893.093750 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -409893.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -409903.718750 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -409903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -409911.437500 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -409911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -409913.187500 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -409913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409917.281250 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -409917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -409918.437500 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -409918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -409918.500000 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -409918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -409919.812500 Penalty: 4061.313965
	Iteration 27Q: 3 clusters Score -409919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -409919.937500 Penalty: 4061.313965
	Iteration 28Q: 3 clusters Score -409919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -409919.937500 Penalty: 4061.313965
	Iteration 29F: 3 clusters Score -409919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -526264.437500 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -526264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -522082.843750 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -522082.8 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -522982.875000 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -522982.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -523184.406250 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -523184.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -523308.156250 Penalty: 4157.161133
	Iteration 3F: 3 clusters Score -523308.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -523403.343750 Penalty: 4157.161133
	Iteration 4Q: 3 clusters Score -523403.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -523461.812500 Penalty: 4157.161133
	Iteration 5Q: 3 clusters Score -523461.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -523500.125000 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -523500.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -523525.281250 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -523525.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -523548.750000 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -523548.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -523564.968750 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -523565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -523579.250000 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -523579.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -523589.906250 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -523589.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -523600.687500 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -523600.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -523610.562500 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -523610.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -523619.375000 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -523619.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -523630.312500 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -523630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -523637.781250 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -523637.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -523642.968750 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -523643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -523645.000000 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -523645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -523647.312500 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -523647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -523649.312500 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -523649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -523651.187500 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -523651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -523652.312500 Penalty: 4157.161133
	Iteration 22Q: 3 clusters Score -523652.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -523654.562500 Penalty: 4157.161133
	Iteration 23Q: 3 clusters Score -523654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -523657.875000 Penalty: 4157.161133
	Iteration 24Q: 3 clusters Score -523657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -523659.562500 Penalty: 4157.161133
	Iteration 25Q: 3 clusters Score -523659.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -523662.500000 Penalty: 4157.161133
	Iteration 26Q: 3 clusters Score -523662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -523664.812500 Penalty: 4157.161133
	Iteration 27Q: 3 clusters Score -523664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -523667.375000 Penalty: 4157.161133
	Iteration 28Q: 3 clusters Score -523667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -523669.468750 Penalty: 4157.161133
	Iteration 29Q: 3 clusters Score -523669.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -523671.625000 Penalty: 4157.161133
	Iteration 30Q: 3 clusters Score -523671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -523673.406250 Penalty: 4157.161133
	Iteration 31Q: 3 clusters Score -523673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -523676.000000 Penalty: 4157.161133
	Iteration 32Q: 3 clusters Score -523676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -523678.593750 Penalty: 4157.161133
	Iteration 33Q: 3 clusters Score -523678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -523679.843750 Penalty: 4157.161133
	Iteration 34Q: 3 clusters Score -523679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -523680.937500 Penalty: 4157.161133
	Iteration 35Q: 3 clusters Score -523680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -523682.312500 Penalty: 4157.161133
	Iteration 36Q: 3 clusters Score -523682.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -523684.156250 Penalty: 4157.161133
	Iteration 37Q: 3 clusters Score -523684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -523684.875000 Penalty: 4157.161133
	Iteration 38Q: 3 clusters Score -523684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -523687.031250 Penalty: 4157.161133
	Iteration 39Q: 3 clusters Score -523687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -523688.906250 Penalty: 4157.161133
	Iteration 40F: 3 clusters Score -523688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -523689.062500 Penalty: 4157.161133
	Iteration 41Q: 3 clusters Score -523689.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -523692.812500 Penalty: 4157.161133
	Iteration 42Q: 3 clusters Score -523692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -523696.531250 Penalty: 4157.161133
	Iteration 43Q: 3 clusters Score -523696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -523696.781250 Penalty: 4157.161133
	Iteration 44Q: 3 clusters Score -523696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -523696.187500 Penalty: 4157.161133
	Iteration 45Q: 3 clusters Score -523696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -523698.156250 Penalty: 4157.161133
	Iteration 46Q: 3 clusters Score -523698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -523699.593750 Penalty: 4157.161133
	Iteration 47Q: 3 clusters Score -523699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -523699.468750 Penalty: 4157.161133
	Iteration 48Q: 3 clusters Score -523699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -523701.125000 Penalty: 4157.161133
	Iteration 49Q: 3 clusters Score -523701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -523702.187500 Penalty: 4157.161133
	Iteration 50Q: 3 clusters Score -523702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -523705.187500 Penalty: 4157.161133
	Iteration 51Q: 3 clusters Score -523705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -523705.937500 Penalty: 4157.161133
	Iteration 52Q: 3 clusters Score -523705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -523706.312500 Penalty: 4157.161133
	Iteration 53Q: 3 clusters Score -523706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -523707.843750 Penalty: 4157.161133
	Iteration 54Q: 3 clusters Score -523707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -523707.343750 Penalty: 4157.161133
	Iteration 55Q: 3 clusters Score -523707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -523707.531250 Penalty: 4157.161133
	Iteration 56Q: 3 clusters Score -523707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -523708.625000 Penalty: 4157.161133
	Iteration 57Q: 3 clusters Score -523708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -523709.906250 Penalty: 4157.161133
	Iteration 58Q: 3 clusters Score -523709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -523709.875000 Penalty: 4157.161133
	Iteration 59Q: 3 clusters Score -523709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -523710.125000 Penalty: 4157.161133
	Iteration 60F: 3 clusters Score -523710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -523710.781250 Penalty: 4157.161133
	Iteration 61Q: 3 clusters Score -523710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -523711.093750 Penalty: 4157.161133
	Iteration 62Q: 3 clusters Score -523711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -523713.718750 Penalty: 4157.161133
	Iteration 63Q: 3 clusters Score -523713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -523716.406250 Penalty: 4157.161133
	Iteration 64Q: 3 clusters Score -523716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -523719.125000 Penalty: 4157.161133
	Iteration 65Q: 3 clusters Score -523719.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -523722.062500 Penalty: 4157.161133
	Iteration 66Q: 3 clusters Score -523722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -523722.125000 Penalty: 4157.161133
	Iteration 67Q: 3 clusters Score -523722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -523723.187500 Penalty: 4157.161133
	Iteration 68Q: 3 clusters Score -523723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -523724.000000 Penalty: 4157.161133
	Iteration 69Q: 3 clusters Score -523724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -523725.125000 Penalty: 4157.161133
	Iteration 70Q: 3 clusters Score -523725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -523725.687500 Penalty: 4157.161133
	Iteration 71Q: 3 clusters Score -523725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -523726.968750 Penalty: 4157.161133
	Iteration 72Q: 3 clusters Score -523727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -523727.031250 Penalty: 4157.161133
	Iteration 73Q: 3 clusters Score -523727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -523728.250000 Penalty: 4157.161133
	Iteration 74Q: 3 clusters Score -523728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -523729.218750 Penalty: 4157.161133
	Iteration 75Q: 3 clusters Score -523729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -523730.062500 Penalty: 4157.161133
	Iteration 76Q: 3 clusters Score -523730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -523731.906250 Penalty: 4157.161133
	Iteration 77Q: 3 clusters Score -523731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -523732.218750 Penalty: 4157.161133
	Iteration 78Q: 3 clusters Score -523732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -523734.093750 Penalty: 4157.161133
	Iteration 79Q: 3 clusters Score -523734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -523734.281250 Penalty: 4157.161133
	Iteration 80F: 3 clusters Score -523734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -523736.562500 Penalty: 4157.161133
	Iteration 81Q: 3 clusters Score -523736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -523739.437500 Penalty: 4157.161133
	Iteration 82Q: 3 clusters Score -523739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -523741.687500 Penalty: 4157.161133
	Iteration 83Q: 3 clusters Score -523741.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -523745.343750 Penalty: 4157.161133
	Iteration 84Q: 3 clusters Score -523745.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -523750.312500 Penalty: 4157.161133
	Iteration 85Q: 3 clusters Score -523750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -523753.625000 Penalty: 4157.161133
	Iteration 86Q: 3 clusters Score -523753.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -523756.312500 Penalty: 4157.161133
	Iteration 87Q: 3 clusters Score -523756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -523759.000000 Penalty: 4157.161133
	Iteration 88Q: 3 clusters Score -523759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -523760.500000 Penalty: 4157.161133
	Iteration 89Q: 3 clusters Score -523760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -523762.906250 Penalty: 4157.161133
	Iteration 90Q: 3 clusters Score -523762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -523762.500000 Penalty: 4157.161133
	Iteration 91Q: 3 clusters Score -523762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -523763.250000 Penalty: 4157.161133
	Iteration 92Q: 3 clusters Score -523763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -523764.062500 Penalty: 4157.161133
	Iteration 93Q: 3 clusters Score -523764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -523764.406250 Penalty: 4157.161133
	Iteration 94Q: 3 clusters Score -523764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -523764.406250 Penalty: 4157.161133
	Iteration 95F: 3 clusters Score -523764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Entering Unmasked Estep 
Score: -14646838.000000 Penalty: 2914.047852
	Iteration 0F: 2 clusters Score -1.464684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -14562148.000000 Penalty: 5828.095703
	Iteration 0F: 3 clusters Score -1.456215e+07 nChanged 60146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -14597786.000000 Penalty: 5828.095703
	Iteration 1F: 3 clusters Score -1.459779e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -14599469.000000 Penalty: 5828.095703
	Iteration 2Q: 3 clusters Score -1.459947e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -14601494.000000 Penalty: 5828.095703
	Iteration 3Q: 3 clusters Score -1.460149e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -14604239.000000 Penalty: 5828.095703
	Iteration 4Q: 3 clusters Score -1.460424e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -14607663.000000 Penalty: 5828.095703
	Iteration 5F: 3 clusters Score -1.460766e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -14612243.000000 Penalty: 5828.095703
	Iteration 6F: 3 clusters Score -1.461224e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -14617411.000000 Penalty: 5828.095703
	Iteration 7F: 3 clusters Score -1.461741e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -14622315.000000 Penalty: 5828.095703
	Iteration 8F: 3 clusters Score -1.462232e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -14625388.000000 Penalty: 5828.095703
	Iteration 9Q: 3 clusters Score -1.462539e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -14626725.000000 Penalty: 5828.095703
	Iteration 10Q: 3 clusters Score -1.462672e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -14627252.000000 Penalty: 5828.095703
	Iteration 11Q: 3 clusters Score -1.462725e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -14627638.000000 Penalty: 5828.095703
	Iteration 12Q: 3 clusters Score -1.462764e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -14627839.000000 Penalty: 5828.095703
	Iteration 13Q: 3 clusters Score -1.462784e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -14628014.000000 Penalty: 5828.095703
	Iteration 14Q: 3 clusters Score -1.462801e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -14628246.000000 Penalty: 5828.095703
	Iteration 15Q: 3 clusters Score -1.462825e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -14628529.000000 Penalty: 5828.095703
	Iteration 16Q: 3 clusters Score -1.462853e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -14628804.000000 Penalty: 5828.095703
	Iteration 17Q: 3 clusters Score -1.46288e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -14629148.000000 Penalty: 5828.095703
	Iteration 18Q: 3 clusters Score -1.462915e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -14629468.000000 Penalty: 5828.095703
	Iteration 19Q: 3 clusters Score -1.462947e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -14629733.000000 Penalty: 5828.095703
	Iteration 20F: 3 clusters Score -1.462973e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -14630131.000000 Penalty: 5828.095703
	Iteration 21Q: 3 clusters Score -1.463013e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -14630514.000000 Penalty: 5828.095703
	Iteration 22Q: 3 clusters Score -1.463051e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -14630843.000000 Penalty: 5828.095703
	Iteration 23Q: 3 clusters Score -1.463084e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -14631331.000000 Penalty: 5828.095703
	Iteration 24Q: 3 clusters Score -1.463133e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -14631883.000000 Penalty: 5828.095703
	Iteration 25Q: 3 clusters Score -1.463188e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -14632349.000000 Penalty: 5828.095703
	Iteration 26Q: 3 clusters Score -1.463235e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -14632862.000000 Penalty: 5828.095703
	Iteration 27Q: 3 clusters Score -1.463286e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -14633500.000000 Penalty: 5828.095703
	Iteration 28Q: 3 clusters Score -1.46335e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -14634296.000000 Penalty: 5828.095703
	Iteration 29Q: 3 clusters Score -1.46343e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -14635168.000000 Penalty: 5828.095703
	Iteration 30Q: 3 clusters Score -1.463517e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -14636121.000000 Penalty: 5828.095703
	Iteration 31Q: 3 clusters Score -1.463612e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -14637111.000000 Penalty: 5828.095703
	Iteration 32Q: 3 clusters Score -1.463711e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -14638223.000000 Penalty: 5828.095703
	Iteration 33Q: 3 clusters Score -1.463822e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117734 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -14639419.000000 Penalty: 5828.095703
	Iteration 34Q: 3 clusters Score -1.463942e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -14640417.000000 Penalty: 5828.095703
	Iteration 35Q: 3 clusters Score -1.464042e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -14641389.000000 Penalty: 5828.095703
	Iteration 36Q: 3 clusters Score -1.464139e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122606 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -14642186.000000 Penalty: 5828.095703
	Iteration 37Q: 3 clusters Score -1.464219e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14642792.000000 Penalty: 5828.095703
	Iteration 38Q: 3 clusters Score -1.464279e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -14643205.000000 Penalty: 5828.095703
	Iteration 39Q: 3 clusters Score -1.46432e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14643521.000000 Penalty: 5828.095703
	Iteration 40F: 3 clusters Score -1.464352e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125306 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14643776.000000 Penalty: 5828.095703
	Iteration 41Q: 3 clusters Score -1.464378e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14643986.000000 Penalty: 5828.095703
	Iteration 42Q: 3 clusters Score -1.464399e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125770 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14644113.000000 Penalty: 5828.095703
	Iteration 43Q: 3 clusters Score -1.464411e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125908 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14644196.000000 Penalty: 5828.095703
	Iteration 44Q: 3 clusters Score -1.46442e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125997 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14644268.000000 Penalty: 5828.095703
	Iteration 45Q: 3 clusters Score -1.464427e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14644305.000000 Penalty: 5828.095703
	Iteration 46Q: 3 clusters Score -1.46443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -14644327.000000 Penalty: 5828.095703
	Iteration 47Q: 3 clusters Score -1.464433e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14644364.000000 Penalty: 5828.095703
	Iteration 48Q: 3 clusters Score -1.464436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126117 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14644381.000000 Penalty: 5828.095703
	Iteration 49Q: 3 clusters Score -1.464438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14644408.000000 Penalty: 5828.095703
	Iteration 50Q: 3 clusters Score -1.464441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14644408.000000 Penalty: 5828.095703
	Iteration 51Q: 3 clusters Score -1.464441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126156 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14644426.000000 Penalty: 5828.095703
	Iteration 52Q: 3 clusters Score -1.464443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14644420.000000 Penalty: 5828.095703
	Iteration 53Q: 3 clusters Score -1.464442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14644421.000000 Penalty: 5828.095703
	Iteration 54Q: 3 clusters Score -1.464442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14644430.000000 Penalty: 5828.095703
	Iteration 55Q: 3 clusters Score -1.464443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14644428.000000 Penalty: 5828.095703
	Iteration 56Q: 3 clusters Score -1.464443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14644434.000000 Penalty: 5828.095703
	Iteration 57Q: 3 clusters Score -1.464443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14644438.000000 Penalty: 5828.095703
	Iteration 58Q: 3 clusters Score -1.464444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126195 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14644444.000000 Penalty: 5828.095703
	Iteration 59Q: 3 clusters Score -1.464444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126199 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14644456.000000 Penalty: 5828.095703
	Iteration 60F: 3 clusters Score -1.464446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -14644455.000000 Penalty: 5828.095703
	Iteration 61Q: 3 clusters Score -1.464446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14644449.000000 Penalty: 5828.095703
	Iteration 62Q: 3 clusters Score -1.464445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14644454.000000 Penalty: 5828.095703
	Iteration 63Q: 3 clusters Score -1.464445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14644459.000000 Penalty: 5828.095703
	Iteration 64Q: 3 clusters Score -1.464446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14644459.000000 Penalty: 5828.095703
	Iteration 65Q: 3 clusters Score -1.464446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14644457.000000 Penalty: 5828.095703
	Iteration 66Q: 3 clusters Score -1.464446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14644457.000000 Penalty: 5828.095703
	Iteration 67F: 3 clusters Score -1.464446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Entering Unmasked Estep 
Score: -4396933.000000 Penalty: 2611.979736
	Iteration 0F: 2 clusters Score -4396933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4371296.000000 Penalty: 5223.959473
	Iteration 0F: 3 clusters Score -4371296 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4380981.500000 Penalty: 5223.959473
	Iteration 1F: 3 clusters Score -4380982 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4381541.500000 Penalty: 5223.959473
	Iteration 2Q: 3 clusters Score -4381542 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4382258.000000 Penalty: 5223.959473
	Iteration 3Q: 3 clusters Score -4382258 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4383002.500000 Penalty: 5223.959473
	Iteration 4Q: 3 clusters Score -4383002 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4383790.500000 Penalty: 5223.959473
	Iteration 5Q: 3 clusters Score -4383790 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4384617.500000 Penalty: 5223.959473
	Iteration 6Q: 3 clusters Score -4384618 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -4385509.500000 Penalty: 5223.959473
	Iteration 7Q: 3 clusters Score -4385510 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4386516.500000 Penalty: 5223.959473
	Iteration 8Q: 3 clusters Score -4386516 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -4387558.500000 Penalty: 5223.959473
	Iteration 9Q: 3 clusters Score -4387558 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -4388536.000000 Penalty: 5223.959473
	Iteration 10Q: 3 clusters Score -4388536 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4389275.500000 Penalty: 5223.959473
	Iteration 11Q: 3 clusters Score -4389276 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4389772.000000 Penalty: 5223.959473
	Iteration 12Q: 3 clusters Score -4389772 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4390070.000000 Penalty: 5223.959473
	Iteration 13Q: 3 clusters Score -4390070 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4390233.500000 Penalty: 5223.959473
	Iteration 14Q: 3 clusters Score -4390234 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4390356.000000 Penalty: 5223.959473
	Iteration 15Q: 3 clusters Score -4390356 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4390460.000000 Penalty: 5223.959473
	Iteration 16Q: 3 clusters Score -4390460 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4390580.000000 Penalty: 5223.959473
	Iteration 17Q: 3 clusters Score -4390580 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4390693.500000 Penalty: 5223.959473
	Iteration 18Q: 3 clusters Score -4390694 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4390783.000000 Penalty: 5223.959473
	Iteration 19Q: 3 clusters Score -4390783 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4390896.000000 Penalty: 5223.959473
	Iteration 20F: 3 clusters Score -4390896 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -4391001.500000 Penalty: 5223.959473
	Iteration 21Q: 3 clusters Score -4391002 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4391130.500000 Penalty: 5223.959473
	Iteration 22Q: 3 clusters Score -4391130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4391257.500000 Penalty: 5223.959473
	Iteration 23Q: 3 clusters Score -4391258 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4391365.000000 Penalty: 5223.959473
	Iteration 24Q: 3 clusters Score -4391365 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4391510.500000 Penalty: 5223.959473
	Iteration 25Q: 3 clusters Score -4391510 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4391673.500000 Penalty: 5223.959473
	Iteration 26Q: 3 clusters Score -4391674 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4391852.000000 Penalty: 5223.959473
	Iteration 27Q: 3 clusters Score -4391852 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -4391996.500000 Penalty: 5223.959473
	Iteration 28Q: 3 clusters Score -4391996 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4392156.000000 Penalty: 5223.959473
	Iteration 29Q: 3 clusters Score -4392156 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4392346.500000 Penalty: 5223.959473
	Iteration 30Q: 3 clusters Score -4392346 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4392498.500000 Penalty: 5223.959473
	Iteration 31Q: 3 clusters Score -4392498 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4392686.500000 Penalty: 5223.959473
	Iteration 32Q: 3 clusters Score -4392686 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4392928.500000 Penalty: 5223.959473
	Iteration 33Q: 3 clusters Score -4392928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4393138.500000 Penalty: 5223.959473
	Iteration 34Q: 3 clusters Score -4393138 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4393336.000000 Penalty: 5223.959473
	Iteration 35Q: 3 clusters Score -4393336 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4393500.000000 Penalty: 5223.959473
	Iteration 36Q: 3 clusters Score -4393500 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4393654.500000 Penalty: 5223.959473
	Iteration 37Q: 3 clusters Score -4393654 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4393786.000000 Penalty: 5223.959473
	Iteration 38Q: 3 clusters Score -4393786 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4393944.000000 Penalty: 5223.959473
	Iteration 39Q: 3 clusters Score -4393944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4394076.500000 Penalty: 5223.959473
	Iteration 40F: 3 clusters Score -4394076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -4394201.000000 Penalty: 5223.959473
	Iteration 41Q: 3 clusters Score -4394201 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4394313.000000 Penalty: 5223.959473
	Iteration 42Q: 3 clusters Score -4394313 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4394407.500000 Penalty: 5223.959473
	Iteration 43Q: 3 clusters Score -4394408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4394472.500000 Penalty: 5223.959473
	Iteration 44Q: 3 clusters Score -4394472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4394532.500000 Penalty: 5223.959473
	Iteration 45Q: 3 clusters Score -4394532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4394578.000000 Penalty: 5223.959473
	Iteration 46Q: 3 clusters Score -4394578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4394601.500000 Penalty: 5223.959473
	Iteration 47Q: 3 clusters Score -4394602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4394617.500000 Penalty: 5223.959473
	Iteration 48Q: 3 clusters Score -4394618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4394625.000000 Penalty: 5223.959473
	Iteration 49Q: 3 clusters Score -4394625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4394646.000000 Penalty: 5223.959473
	Iteration 50Q: 3 clusters Score -4394646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4394667.000000 Penalty: 5223.959473
	Iteration 51Q: 3 clusters Score -4394667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -4394691.500000 Penalty: 5223.959473
	Iteration 52Q: 3 clusters Score -4394692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -4394705.000000 Penalty: 5223.959473
	Iteration 53Q: 3 clusters Score -4394705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4394718.000000 Penalty: 5223.959473
	Iteration 54Q: 3 clusters Score -4394718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4394724.000000 Penalty: 5223.959473
	Iteration 55Q: 3 clusters Score -4394724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4394733.500000 Penalty: 5223.959473
	Iteration 56Q: 3 clusters Score -4394734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4394739.000000 Penalty: 5223.959473
	Iteration 57Q: 3 clusters Score -4394739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4394741.000000 Penalty: 5223.959473
	Iteration 58Q: 3 clusters Score -4394741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -4394744.500000 Penalty: 5223.959473
	Iteration 59Q: 3 clusters Score -4394744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4394748.000000 Penalty: 5223.959473
	Iteration 60F: 3 clusters Score -4394748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4394747.500000 Penalty: 5223.959473
	Iteration 61Q: 3 clusters Score -4394748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4394747.000000 Penalty: 5223.959473
	Iteration 62Q: 3 clusters Score -4394747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4394751.000000 Penalty: 5223.959473
	Iteration 63Q: 3 clusters Score -4394751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4394750.500000 Penalty: 5223.959473
	Iteration 64Q: 3 clusters Score -4394750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4394754.500000 Penalty: 5223.959473
	Iteration 65Q: 3 clusters Score -4394754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4394755.000000 Penalty: 5223.959473
	Iteration 66Q: 3 clusters Score -4394755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4394757.500000 Penalty: 5223.959473
	Iteration 67Q: 3 clusters Score -4394758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4394757.000000 Penalty: 5223.959473
	Iteration 68Q: 3 clusters Score -4394757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4394754.000000 Penalty: 5223.959473
	Iteration 69Q: 3 clusters Score -4394754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4394757.500000 Penalty: 5223.959473
	Iteration 70Q: 3 clusters Score -4394758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4394756.500000 Penalty: 5223.959473
	Iteration 71Q: 3 clusters Score -4394756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4394756.500000 Penalty: 5223.959473
	Iteration 72F: 3 clusters Score -4394756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65185 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 44821 members 
Mstep: Class 9 contains 319615 members 
Mstep: Class 10 contains 21296 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 113412 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 21 contains 126778 members 
Mstep: Class 24 contains 37503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114549216.000000 Penalty: 68609.085938
Iteration 39Q: 21 clusters Score -1.145492e+08 nChanged 18569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1156 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 5501 members 
Mstep: Class 3 contains 20412 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 65281 members 
Mstep: Class 6 contains 6157 members 
Mstep: Class 7 contains 45554 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 320394 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 22124 members 
Mstep: Class 13 contains 114401 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 15 contains 135155 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 31761 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 21 contains 126717 members 
Mstep: Class 24 contains 37396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114557176.000000 Penalty: 68609.085938
Iteration 40F: 21 clusters Score -1.145572e+08 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1052 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 20151 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 65243 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 317834 members 
Mstep: Class 10 contains 21450 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 21204 members 
Mstep: Class 13 contains 115574 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 140699 members 
Mstep: Class 16 contains 3597 members 
Mstep: Class 17 contains 32272 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 21 contains 122676 members 
Mstep: Class 24 contains 37086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114570880.000000 Penalty: 68609.085938
Iteration 41Q: 21 clusters Score -1.145709e+08 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 19929 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 65245 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 46563 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 316167 members 
Mstep: Class 10 contains 21507 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 116780 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 144834 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 32532 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 21 contains 119063 members 
Mstep: Class 24 contains 36880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114575240.000000 Penalty: 68609.085938
Iteration 42Q: 21 clusters Score -1.145752e+08 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 6120 members 
Mstep: Class 3 contains 19735 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 65238 members 
Mstep: Class 6 contains 6939 members 
Mstep: Class 7 contains 46986 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 315080 members 
Mstep: Class 10 contains 21541 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 20069 members 
Mstep: Class 13 contains 117797 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 148490 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 32700 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 21 contains 115485 members 
Mstep: Class 24 contains 36713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114578504.000000 Penalty: 68609.085938
Iteration 43Q: 21 clusters Score -1.145785e+08 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 65222 members 
Mstep: Class 6 contains 7157 members 
Mstep: Class 7 contains 47325 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 314385 members 
Mstep: Class 10 contains 21558 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 19673 members 
Mstep: Class 13 contains 118613 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 151584 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 32793 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 21 contains 112255 members 
Mstep: Class 24 contains 36607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114580888.000000 Penalty: 68609.085938
Iteration 44Q: 21 clusters Score -1.145809e+08 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 19394 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 65211 members 
Mstep: Class 6 contains 7359 members 
Mstep: Class 7 contains 47682 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 313958 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 19326 members 
Mstep: Class 13 contains 119288 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 154258 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 32828 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 21 contains 109261 members 
Mstep: Class 24 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114582096.000000 Penalty: 68609.085938
Iteration 45Q: 21 clusters Score -1.145821e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 19243 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 65198 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 47999 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 313745 members 
Mstep: Class 10 contains 21586 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 19029 members 
Mstep: Class 13 contains 119847 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 156542 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 32863 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 21 contains 106483 members 
Mstep: Class 24 contains 36449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114583328.000000 Penalty: 68609.085938
Iteration 46Q: 21 clusters Score -1.145833e+08 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 6907 members 
Mstep: Class 3 contains 19120 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 65207 members 
Mstep: Class 6 contains 7669 members 
Mstep: Class 7 contains 48272 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 313804 members 
Mstep: Class 10 contains 21613 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 18787 members 
Mstep: Class 13 contains 120309 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 158472 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 19 contains 3199 members 
Mstep: Class 21 contains 103843 members 
Mstep: Class 24 contains 36417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114584128.000000 Penalty: 68609.085938
Iteration 47Q: 21 clusters Score -1.145841e+08 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 19020 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65201 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 48539 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 314030 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 18551 members 
Mstep: Class 13 contains 120642 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 160168 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 32901 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 21 contains 101369 members 
Mstep: Class 24 contains 36404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585016.000000 Penalty: 68609.085938
Iteration 48Q: 21 clusters Score -1.14585e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 18962 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65197 members 
Mstep: Class 6 contains 7832 members 
Mstep: Class 7 contains 48774 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 314322 members 
Mstep: Class 10 contains 21646 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 120899 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 161707 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 32909 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 21 contains 99058 members 
Mstep: Class 24 contains 36400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585872.000000 Penalty: 68609.085938
Iteration 49Q: 21 clusters Score -1.145859e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 18916 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 65197 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 48973 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 314696 members 
Mstep: Class 10 contains 21656 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 18168 members 
Mstep: Class 13 contains 121135 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 163073 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 32906 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 21 contains 96853 members 
Mstep: Class 24 contains 36413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586016.000000 Penalty: 68609.085938
Iteration 50Q: 21 clusters Score -1.14586e+08 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 65210 members 
Mstep: Class 6 contains 7915 members 
Mstep: Class 7 contains 49154 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 315145 members 
Mstep: Class 10 contains 21679 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 121355 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 164267 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 32906 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 21 contains 94724 members 
Mstep: Class 24 contains 36443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586424.000000 Penalty: 68609.085938
Iteration 51Q: 21 clusters Score -1.145864e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 7742 members 
Mstep: Class 3 contains 18868 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 65220 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 49304 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 315612 members 
Mstep: Class 10 contains 21707 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17849 members 
Mstep: Class 13 contains 121555 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 165344 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 32923 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 21 contains 92726 members 
Mstep: Class 24 contains 36488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586760.000000 Penalty: 68609.085938
Iteration 52Q: 21 clusters Score -1.145868e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 65231 members 
Mstep: Class 6 contains 7948 members 
Mstep: Class 7 contains 49455 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 316087 members 
Mstep: Class 10 contains 21734 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17721 members 
Mstep: Class 13 contains 121731 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 166266 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 32940 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 21 contains 90882 members 
Mstep: Class 24 contains 36534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586832.000000 Penalty: 68609.085938
Iteration 53Q: 21 clusters Score -1.145868e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 65239 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 49587 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 316555 members 
Mstep: Class 10 contains 21743 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17613 members 
Mstep: Class 13 contains 121890 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 167132 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 32952 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 21 contains 89163 members 
Mstep: Class 24 contains 36569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114587040.000000 Penalty: 68609.085938
Iteration 54Q: 21 clusters Score -1.14587e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 8057 members 
Mstep: Class 3 contains 18851 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 65257 members 
Mstep: Class 6 contains 7961 members 
Mstep: Class 7 contains 49725 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 317006 members 
Mstep: Class 10 contains 21755 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17525 members 
Mstep: Class 13 contains 122041 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 167883 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 32965 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 21 contains 87534 members 
Mstep: Class 24 contains 36607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586848.000000 Penalty: 68609.085938
Iteration 55Q: 21 clusters Score -1.145868e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 18843 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 65267 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 49887 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 317450 members 
Mstep: Class 10 contains 21777 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17461 members 
Mstep: Class 13 contains 122163 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 168576 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 17 contains 32981 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 21 contains 85992 members 
Mstep: Class 24 contains 36654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586864.000000 Penalty: 68609.085938
Iteration 56Q: 21 clusters Score -1.145869e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 8163 members 
Mstep: Class 3 contains 18836 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 65283 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 50047 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 317841 members 
Mstep: Class 10 contains 21811 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17395 members 
Mstep: Class 13 contains 122279 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 169184 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 21 contains 84562 members 
Mstep: Class 24 contains 36695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586672.000000 Penalty: 68609.085938
Iteration 57Q: 21 clusters Score -1.145867e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 8219 members 
Mstep: Class 3 contains 18831 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 65297 members 
Mstep: Class 6 contains 7984 members 
Mstep: Class 7 contains 50219 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 318196 members 
Mstep: Class 10 contains 21840 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 122390 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 169758 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 33019 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 21 contains 83200 members 
Mstep: Class 24 contains 36730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114586840.000000 Penalty: 68609.085938
Iteration 58Q: 21 clusters Score -1.145868e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 8251 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 65314 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 50414 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 318563 members 
Mstep: Class 10 contains 21867 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17263 members 
Mstep: Class 13 contains 122497 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 170289 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 33034 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 21 contains 81869 members 
Mstep: Class 24 contains 36774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3426.227051 but Gain 3430.457031
Score: -114586360.000000 Penalty: 65178.628906
Iteration 59Q: 20 clusters Score -1.145864e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 8294 members 
Mstep: Class 3 contains 19089 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 65363 members 
Mstep: Class 6 contains 7996 members 
Mstep: Class 7 contains 50622 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 319710 members 
Mstep: Class 10 contains 21909 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 122594 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 170806 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33038 members 
Mstep: Class 21 contains 80627 members 
Mstep: Class 24 contains 36826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114620088.000000 Penalty: 65178.628906
Iteration 60F: 20 clusters Score -1.146201e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 550 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 19000 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 65372 members 
Mstep: Class 6 contains 8045 members 
Mstep: Class 7 contains 50803 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 319554 members 
Mstep: Class 10 contains 21930 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 122699 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 171324 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33086 members 
Mstep: Class 21 contains 79336 members 
Mstep: Class 24 contains 36876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631232.000000 Penalty: 65178.628906
Iteration 61Q: 20 clusters Score -1.146312e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 65386 members 
Mstep: Class 6 contains 8081 members 
Mstep: Class 7 contains 50963 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 319678 members 
Mstep: Class 10 contains 21952 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 122787 members 
Mstep: Class 14 contains 2427 members 
Mstep: Class 15 contains 171790 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33111 members 
Mstep: Class 21 contains 78075 members 
Mstep: Class 24 contains 36910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631528.000000 Penalty: 65178.628906
Iteration 62Q: 20 clusters Score -1.146315e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 8508 members 
Mstep: Class 3 contains 18816 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 65400 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 51102 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 319923 members 
Mstep: Class 10 contains 21971 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16984 members 
Mstep: Class 13 contains 122867 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 172186 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33119 members 
Mstep: Class 21 contains 76886 members 
Mstep: Class 24 contains 36938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631688.000000 Penalty: 65178.628906
Iteration 63Q: 20 clusters Score -1.146317e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 8550 members 
Mstep: Class 3 contains 18740 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 65403 members 
Mstep: Class 6 contains 8143 members 
Mstep: Class 7 contains 51251 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 320149 members 
Mstep: Class 10 contains 21995 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16925 members 
Mstep: Class 13 contains 122917 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 172555 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33137 members 
Mstep: Class 21 contains 75857 members 
Mstep: Class 24 contains 36960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631432.000000 Penalty: 65178.628906
Iteration 64Q: 20 clusters Score -1.146314e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 18673 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 65395 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 51402 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 320374 members 
Mstep: Class 10 contains 22011 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16874 members 
Mstep: Class 13 contains 122975 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 172922 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 21 contains 74878 members 
Mstep: Class 24 contains 36983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631504.000000 Penalty: 65178.628906
Iteration 65Q: 20 clusters Score -1.146315e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 18610 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 65388 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 51546 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 320592 members 
Mstep: Class 10 contains 22022 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 122999 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 173273 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 33169 members 
Mstep: Class 21 contains 73987 members 
Mstep: Class 24 contains 37000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631480.000000 Penalty: 65178.628906
Iteration 66Q: 20 clusters Score -1.146315e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 8669 members 
Mstep: Class 3 contains 18555 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65390 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 51688 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 320821 members 
Mstep: Class 10 contains 22039 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 13 contains 123021 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 173569 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 33184 members 
Mstep: Class 21 contains 73120 members 
Mstep: Class 24 contains 37042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630992.000000 Penalty: 65178.628906
Iteration 67Q: 20 clusters Score -1.14631e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 18510 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65389 members 
Mstep: Class 6 contains 8175 members 
Mstep: Class 7 contains 51854 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321003 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 123038 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 173843 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 33202 members 
Mstep: Class 21 contains 72320 members 
Mstep: Class 24 contains 37069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630856.000000 Penalty: 65178.628906
Iteration 68Q: 20 clusters Score -1.146309e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 18478 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65387 members 
Mstep: Class 6 contains 8179 members 
Mstep: Class 7 contains 52011 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321149 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 123052 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 174079 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 33223 members 
Mstep: Class 21 contains 71615 members 
Mstep: Class 24 contains 37108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630768.000000 Penalty: 65178.628906
Iteration 69Q: 20 clusters Score -1.146308e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 8773 members 
Mstep: Class 3 contains 18449 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65385 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 52145 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321280 members 
Mstep: Class 10 contains 22102 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16715 members 
Mstep: Class 13 contains 123076 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 174317 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33241 members 
Mstep: Class 21 contains 70949 members 
Mstep: Class 24 contains 37145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630904.000000 Penalty: 65178.628906
Iteration 70Q: 20 clusters Score -1.146309e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 8800 members 
Mstep: Class 3 contains 18434 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65390 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 52263 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321408 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16688 members 
Mstep: Class 13 contains 123097 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 174531 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33255 members 
Mstep: Class 21 contains 70325 members 
Mstep: Class 24 contains 37182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631000.000000 Penalty: 65178.628906
Iteration 71Q: 20 clusters Score -1.14631e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 18412 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65402 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 52384 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321524 members 
Mstep: Class 10 contains 22157 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 13 contains 123122 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 174738 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33268 members 
Mstep: Class 21 contains 69754 members 
Mstep: Class 24 contains 37220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630832.000000 Penalty: 65178.628906
Iteration 72Q: 20 clusters Score -1.146308e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 8836 members 
Mstep: Class 3 contains 18387 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65417 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 52519 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321614 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16609 members 
Mstep: Class 13 contains 123130 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 174942 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33281 members 
Mstep: Class 21 contains 69204 members 
Mstep: Class 24 contains 37264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630808.000000 Penalty: 65178.628906
Iteration 73Q: 20 clusters Score -1.146308e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 1549 members 
Mstep: Class 5 contains 65433 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 52628 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321695 members 
Mstep: Class 10 contains 22202 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16579 members 
Mstep: Class 13 contains 123150 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 175148 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33302 members 
Mstep: Class 21 contains 68688 members 
Mstep: Class 24 contains 37295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630632.000000 Penalty: 65178.628906
Iteration 74Q: 20 clusters Score -1.146306e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 8849 members 
Mstep: Class 3 contains 18350 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65453 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 52734 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321798 members 
Mstep: Class 10 contains 22217 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 123164 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 175331 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33308 members 
Mstep: Class 21 contains 68200 members 
Mstep: Class 24 contains 37336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630496.000000 Penalty: 65178.628906
Iteration 75Q: 20 clusters Score -1.146305e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 8864 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65464 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 52839 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321850 members 
Mstep: Class 10 contains 22237 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16520 members 
Mstep: Class 13 contains 123187 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175486 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33327 members 
Mstep: Class 21 contains 67777 members 
Mstep: Class 24 contains 37367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630416.000000 Penalty: 65178.628906
Iteration 76Q: 20 clusters Score -1.146304e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 8865 members 
Mstep: Class 3 contains 18320 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65479 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 52933 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321916 members 
Mstep: Class 10 contains 22250 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16500 members 
Mstep: Class 13 contains 123200 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175624 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33345 members 
Mstep: Class 21 contains 67402 members 
Mstep: Class 24 contains 37388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630264.000000 Penalty: 65178.628906
Iteration 77Q: 20 clusters Score -1.146303e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 8865 members 
Mstep: Class 3 contains 18319 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 65492 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 53013 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 321997 members 
Mstep: Class 10 contains 22254 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16495 members 
Mstep: Class 13 contains 123207 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175765 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33361 members 
Mstep: Class 21 contains 67023 members 
Mstep: Class 24 contains 37408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114630176.000000 Penalty: 65178.628906
Iteration 78Q: 20 clusters Score -1.146302e+08 nChanged 602
Entering ConstructFrom: 
Score: -114630176.000000 Penalty: 65178.628906
Entering ConstructFrom: 
Trying to split cluster 1 (54304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Entering Unmasked Estep 
Score: -6340443.500000 Penalty: 2703.783691
	Iteration 0F: 2 clusters Score -6340444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -6303939.000000 Penalty: 5407.567383
	Iteration 0F: 3 clusters Score -6303939 nChanged 25146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -6318009.500000 Penalty: 5407.567383
	Iteration 1F: 3 clusters Score -6318010 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6318722.000000 Penalty: 5407.567383
	Iteration 2Q: 3 clusters Score -6318722 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -6319726.500000 Penalty: 5407.567383
	Iteration 3Q: 3 clusters Score -6319726 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -6321268.000000 Penalty: 5407.567383
	Iteration 4Q: 3 clusters Score -6321268 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -6323509.500000 Penalty: 5407.567383
	Iteration 5F: 3 clusters Score -6323510 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -6326148.000000 Penalty: 5407.567383
	Iteration 6F: 3 clusters Score -6326148 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6329127.000000 Penalty: 5407.567383
	Iteration 7F: 3 clusters Score -6329127 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6331985.500000 Penalty: 5407.567383
	Iteration 8F: 3 clusters Score -6331986 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -6334358.000000 Penalty: 5407.567383
	Iteration 9F: 3 clusters Score -6334358 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6336006.500000 Penalty: 5407.567383
	Iteration 10Q: 3 clusters Score -6336006 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6336956.500000 Penalty: 5407.567383
	Iteration 11Q: 3 clusters Score -6336956 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6337419.000000 Penalty: 5407.567383
	Iteration 12Q: 3 clusters Score -6337419 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6337725.500000 Penalty: 5407.567383
	Iteration 13Q: 3 clusters Score -6337726 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6337863.500000 Penalty: 5407.567383
	Iteration 14Q: 3 clusters Score -6337864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6337964.500000 Penalty: 5407.567383
	Iteration 15Q: 3 clusters Score -6337964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6337999.500000 Penalty: 5407.567383
	Iteration 16Q: 3 clusters Score -6338000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6338036.000000 Penalty: 5407.567383
	Iteration 17Q: 3 clusters Score -6338036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6338072.500000 Penalty: 5407.567383
	Iteration 18Q: 3 clusters Score -6338072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6338089.000000 Penalty: 5407.567383
	Iteration 19Q: 3 clusters Score -6338089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6338094.000000 Penalty: 5407.567383
	Iteration 20F: 3 clusters Score -6338094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6338097.500000 Penalty: 5407.567383
	Iteration 21Q: 3 clusters Score -6338098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6338106.000000 Penalty: 5407.567383
	Iteration 22Q: 3 clusters Score -6338106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6338117.000000 Penalty: 5407.567383
	Iteration 23Q: 3 clusters Score -6338117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6338121.000000 Penalty: 5407.567383
	Iteration 24Q: 3 clusters Score -6338121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6338122.000000 Penalty: 5407.567383
	Iteration 25Q: 3 clusters Score -6338122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6338128.500000 Penalty: 5407.567383
	Iteration 26Q: 3 clusters Score -6338128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6338128.500000 Penalty: 5407.567383
	Iteration 27Q: 3 clusters Score -6338128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6338132.500000 Penalty: 5407.567383
	Iteration 28Q: 3 clusters Score -6338132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6338134.000000 Penalty: 5407.567383
	Iteration 29Q: 3 clusters Score -6338134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6338132.000000 Penalty: 5407.567383
	Iteration 30Q: 3 clusters Score -6338132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6338140.500000 Penalty: 5407.567383
	Iteration 31Q: 3 clusters Score -6338140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6338140.500000 Penalty: 5407.567383
	Iteration 32Q: 3 clusters Score -6338140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6338140.500000 Penalty: 5407.567383
	Iteration 33Q: 3 clusters Score -6338140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6338149.000000 Penalty: 5407.567383
	Iteration 34Q: 3 clusters Score -6338149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6338151.000000 Penalty: 5407.567383
	Iteration 35Q: 3 clusters Score -6338151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6338150.000000 Penalty: 5407.567383
	Iteration 36Q: 3 clusters Score -6338150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6338150.000000 Penalty: 5407.567383
	Iteration 37F: 3 clusters Score -6338150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Entering Unmasked Estep 
Score: -997441.562500 Penalty: 2254.202881
	Iteration 0F: 2 clusters Score -997441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -990478.437500 Penalty: 4508.405762
	Iteration 0F: 3 clusters Score -990478.4 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -992428.812500 Penalty: 4508.405762
	Iteration 1F: 3 clusters Score -992428.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -992725.000000 Penalty: 4508.405762
	Iteration 2F: 3 clusters Score -992725 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -992945.812500 Penalty: 4508.405762
	Iteration 3F: 3 clusters Score -992945.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -993134.062500 Penalty: 4508.405762
	Iteration 4Q: 3 clusters Score -993134.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -993309.625000 Penalty: 4508.405762
	Iteration 5Q: 3 clusters Score -993309.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -993446.437500 Penalty: 4508.405762
	Iteration 6Q: 3 clusters Score -993446.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -993575.500000 Penalty: 4508.405762
	Iteration 7Q: 3 clusters Score -993575.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -993694.187500 Penalty: 4508.405762
	Iteration 8Q: 3 clusters Score -993694.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -993800.125000 Penalty: 4508.405762
	Iteration 9Q: 3 clusters Score -993800.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -993911.125000 Penalty: 4508.405762
	Iteration 10Q: 3 clusters Score -993911.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -994028.687500 Penalty: 4508.405762
	Iteration 11Q: 3 clusters Score -994028.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -994137.687500 Penalty: 4508.405762
	Iteration 12Q: 3 clusters Score -994137.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -994220.875000 Penalty: 4508.405762
	Iteration 13Q: 3 clusters Score -994220.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -994292.000000 Penalty: 4508.405762
	Iteration 14Q: 3 clusters Score -994292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -994371.187500 Penalty: 4508.405762
	Iteration 15Q: 3 clusters Score -994371.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -994432.437500 Penalty: 4508.405762
	Iteration 16Q: 3 clusters Score -994432.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -994479.812500 Penalty: 4508.405762
	Iteration 17Q: 3 clusters Score -994479.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -994511.687500 Penalty: 4508.405762
	Iteration 18Q: 3 clusters Score -994511.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -994545.062500 Penalty: 4508.405762
	Iteration 19Q: 3 clusters Score -994545.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -994563.687500 Penalty: 4508.405762
	Iteration 20F: 3 clusters Score -994563.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -994584.937500 Penalty: 4508.405762
	Iteration 21Q: 3 clusters Score -994584.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -994598.062500 Penalty: 4508.405762
	Iteration 22Q: 3 clusters Score -994598.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -994608.937500 Penalty: 4508.405762
	Iteration 23Q: 3 clusters Score -994608.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -994620.312500 Penalty: 4508.405762
	Iteration 24Q: 3 clusters Score -994620.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -994634.437500 Penalty: 4508.405762
	Iteration 25Q: 3 clusters Score -994634.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -994646.187500 Penalty: 4508.405762
	Iteration 26Q: 3 clusters Score -994646.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -994660.750000 Penalty: 4508.405762
	Iteration 27Q: 3 clusters Score -994660.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -994681.062500 Penalty: 4508.405762
	Iteration 28Q: 3 clusters Score -994681.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -994698.312500 Penalty: 4508.405762
	Iteration 29Q: 3 clusters Score -994698.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -994711.437500 Penalty: 4508.405762
	Iteration 30Q: 3 clusters Score -994711.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -994722.937500 Penalty: 4508.405762
	Iteration 31Q: 3 clusters Score -994722.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -994727.312500 Penalty: 4508.405762
	Iteration 32Q: 3 clusters Score -994727.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -994734.562500 Penalty: 4508.405762
	Iteration 33Q: 3 clusters Score -994734.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -994745.625000 Penalty: 4508.405762
	Iteration 34Q: 3 clusters Score -994745.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -994757.562500 Penalty: 4508.405762
	Iteration 35Q: 3 clusters Score -994757.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -994770.250000 Penalty: 4508.405762
	Iteration 36Q: 3 clusters Score -994770.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -994779.937500 Penalty: 4508.405762
	Iteration 37Q: 3 clusters Score -994779.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -994790.937500 Penalty: 4508.405762
	Iteration 38Q: 3 clusters Score -994790.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -994800.812500 Penalty: 4508.405762
	Iteration 39Q: 3 clusters Score -994800.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -994808.687500 Penalty: 4508.405762
	Iteration 40F: 3 clusters Score -994808.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -994816.625000 Penalty: 4508.405762
	Iteration 41Q: 3 clusters Score -994816.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -994821.625000 Penalty: 4508.405762
	Iteration 42Q: 3 clusters Score -994821.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -994825.500000 Penalty: 4508.405762
	Iteration 43Q: 3 clusters Score -994825.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -994831.375000 Penalty: 4508.405762
	Iteration 44Q: 3 clusters Score -994831.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -994837.062500 Penalty: 4508.405762
	Iteration 45Q: 3 clusters Score -994837.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -994842.312500 Penalty: 4508.405762
	Iteration 46Q: 3 clusters Score -994842.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -994843.625000 Penalty: 4508.405762
	Iteration 47Q: 3 clusters Score -994843.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -994851.250000 Penalty: 4508.405762
	Iteration 48Q: 3 clusters Score -994851.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -994858.125000 Penalty: 4508.405762
	Iteration 49Q: 3 clusters Score -994858.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -994866.937500 Penalty: 4508.405762
	Iteration 50Q: 3 clusters Score -994866.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -994876.625000 Penalty: 4508.405762
	Iteration 51Q: 3 clusters Score -994876.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -994892.625000 Penalty: 4508.405762
	Iteration 52Q: 3 clusters Score -994892.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -994909.437500 Penalty: 4508.405762
	Iteration 53Q: 3 clusters Score -994909.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -994923.500000 Penalty: 4508.405762
	Iteration 54Q: 3 clusters Score -994923.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -994937.562500 Penalty: 4508.405762
	Iteration 55Q: 3 clusters Score -994937.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -994950.187500 Penalty: 4508.405762
	Iteration 56Q: 3 clusters Score -994950.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -994961.875000 Penalty: 4508.405762
	Iteration 57Q: 3 clusters Score -994961.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -994974.187500 Penalty: 4508.405762
	Iteration 58Q: 3 clusters Score -994974.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -994984.500000 Penalty: 4508.405762
	Iteration 59Q: 3 clusters Score -994984.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -994999.812500 Penalty: 4508.405762
	Iteration 60F: 3 clusters Score -994999.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -995010.375000 Penalty: 4508.405762
	Iteration 61Q: 3 clusters Score -995010.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -995014.000000 Penalty: 4508.405762
	Iteration 62Q: 3 clusters Score -995014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -995020.125000 Penalty: 4508.405762
	Iteration 63Q: 3 clusters Score -995020.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -995027.187500 Penalty: 4508.405762
	Iteration 64Q: 3 clusters Score -995027.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -995035.625000 Penalty: 4508.405762
	Iteration 65Q: 3 clusters Score -995035.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -995048.187500 Penalty: 4508.405762
	Iteration 66Q: 3 clusters Score -995048.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -995057.687500 Penalty: 4508.405762
	Iteration 67Q: 3 clusters Score -995057.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -995062.875000 Penalty: 4508.405762
	Iteration 68Q: 3 clusters Score -995062.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -995072.875000 Penalty: 4508.405762
	Iteration 69Q: 3 clusters Score -995072.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -995077.500000 Penalty: 4508.405762
	Iteration 70Q: 3 clusters Score -995077.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -995082.312500 Penalty: 4508.405762
	Iteration 71Q: 3 clusters Score -995082.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -995088.375000 Penalty: 4508.405762
	Iteration 72Q: 3 clusters Score -995088.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -995094.687500 Penalty: 4508.405762
	Iteration 73Q: 3 clusters Score -995094.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -995099.562500 Penalty: 4508.405762
	Iteration 74Q: 3 clusters Score -995099.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -995108.062500 Penalty: 4508.405762
	Iteration 75Q: 3 clusters Score -995108.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -995115.812500 Penalty: 4508.405762
	Iteration 76Q: 3 clusters Score -995115.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -995123.375000 Penalty: 4508.405762
	Iteration 77Q: 3 clusters Score -995123.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -995132.125000 Penalty: 4508.405762
	Iteration 78Q: 3 clusters Score -995132.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -995140.812500 Penalty: 4508.405762
	Iteration 79Q: 3 clusters Score -995140.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -995154.312500 Penalty: 4508.405762
	Iteration 80F: 3 clusters Score -995154.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -995167.500000 Penalty: 4508.405762
	Iteration 81Q: 3 clusters Score -995167.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -995185.750000 Penalty: 4508.405762
	Iteration 82Q: 3 clusters Score -995185.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -995202.250000 Penalty: 4508.405762
	Iteration 83Q: 3 clusters Score -995202.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -995217.125000 Penalty: 4508.405762
	Iteration 84Q: 3 clusters Score -995217.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -995223.687500 Penalty: 4508.405762
	Iteration 85Q: 3 clusters Score -995223.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -995232.875000 Penalty: 4508.405762
	Iteration 86Q: 3 clusters Score -995232.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -995243.937500 Penalty: 4508.405762
	Iteration 87Q: 3 clusters Score -995243.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -995254.062500 Penalty: 4508.405762
	Iteration 88Q: 3 clusters Score -995254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -995262.500000 Penalty: 4508.405762
	Iteration 89Q: 3 clusters Score -995262.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -995271.687500 Penalty: 4508.405762
	Iteration 90Q: 3 clusters Score -995271.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -995285.812500 Penalty: 4508.405762
	Iteration 91Q: 3 clusters Score -995285.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -995294.500000 Penalty: 4508.405762
	Iteration 92Q: 3 clusters Score -995294.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -995301.812500 Penalty: 4508.405762
	Iteration 93Q: 3 clusters Score -995301.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -995315.937500 Penalty: 4508.405762
	Iteration 94Q: 3 clusters Score -995315.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -995323.375000 Penalty: 4508.405762
	Iteration 95Q: 3 clusters Score -995323.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -995338.750000 Penalty: 4508.405762
	Iteration 96Q: 3 clusters Score -995338.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -995352.250000 Penalty: 4508.405762
	Iteration 97Q: 3 clusters Score -995352.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -995363.687500 Penalty: 4508.405762
	Iteration 98Q: 3 clusters Score -995363.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -995369.750000 Penalty: 4508.405762
	Iteration 99Q: 3 clusters Score -995369.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -995382.500000 Penalty: 4508.405762
	Iteration 100F: 3 clusters Score -995382.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -995388.500000 Penalty: 4508.405762
	Iteration 101Q: 3 clusters Score -995388.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -995400.250000 Penalty: 4508.405762
	Iteration 102Q: 3 clusters Score -995400.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -995407.750000 Penalty: 4508.405762
	Iteration 103Q: 3 clusters Score -995407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -995412.062500 Penalty: 4508.405762
	Iteration 104Q: 3 clusters Score -995412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -995421.250000 Penalty: 4508.405762
	Iteration 105Q: 3 clusters Score -995421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -995424.625000 Penalty: 4508.405762
	Iteration 106Q: 3 clusters Score -995424.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -995434.625000 Penalty: 4508.405762
	Iteration 107Q: 3 clusters Score -995434.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -995441.125000 Penalty: 4508.405762
	Iteration 108Q: 3 clusters Score -995441.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -995450.062500 Penalty: 4508.405762
	Iteration 109Q: 3 clusters Score -995450.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -995454.687500 Penalty: 4508.405762
	Iteration 110Q: 3 clusters Score -995454.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -995461.562500 Penalty: 4508.405762
	Iteration 111Q: 3 clusters Score -995461.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -995470.687500 Penalty: 4508.405762
	Iteration 112Q: 3 clusters Score -995470.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -995475.062500 Penalty: 4508.405762
	Iteration 113Q: 3 clusters Score -995475.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -995481.125000 Penalty: 4508.405762
	Iteration 114Q: 3 clusters Score -995481.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -995486.875000 Penalty: 4508.405762
	Iteration 115Q: 3 clusters Score -995486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -995491.937500 Penalty: 4508.405762
	Iteration 116Q: 3 clusters Score -995491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -995495.062500 Penalty: 4508.405762
	Iteration 117Q: 3 clusters Score -995495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -995499.875000 Penalty: 4508.405762
	Iteration 118Q: 3 clusters Score -995499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -995500.750000 Penalty: 4508.405762
	Iteration 119Q: 3 clusters Score -995500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -995504.250000 Penalty: 4508.405762
	Iteration 120F: 3 clusters Score -995504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -995506.125000 Penalty: 4508.405762
	Iteration 121Q: 3 clusters Score -995506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -995509.375000 Penalty: 4508.405762
	Iteration 122Q: 3 clusters Score -995509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -995509.375000 Penalty: 4508.405762
	Iteration 123Q: 3 clusters Score -995509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -995508.312500 Penalty: 4508.405762
	Iteration 124Q: 3 clusters Score -995508.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -995512.000000 Penalty: 4508.405762
	Iteration 125Q: 3 clusters Score -995512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -995517.437500 Penalty: 4508.405762
	Iteration 126Q: 3 clusters Score -995517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -995520.750000 Penalty: 4508.405762
	Iteration 127Q: 3 clusters Score -995520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -995522.250000 Penalty: 4508.405762
	Iteration 128Q: 3 clusters Score -995522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -995522.562500 Penalty: 4508.405762
	Iteration 129Q: 3 clusters Score -995522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -995522.562500 Penalty: 4508.405762
	Iteration 130F: 3 clusters Score -995522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Entering Unmasked Estep 
Score: -2127567.000000 Penalty: 2434.305664
	Iteration 0F: 2 clusters Score -2127567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2114545.750000 Penalty: 4868.611328
	Iteration 0F: 3 clusters Score -2114546 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2118781.000000 Penalty: 4868.611328
	Iteration 1F: 3 clusters Score -2118781 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2119325.750000 Penalty: 4868.611328
	Iteration 2F: 3 clusters Score -2119326 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2119842.500000 Penalty: 4868.611328
	Iteration 3F: 3 clusters Score -2119842 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2120352.000000 Penalty: 4868.611328
	Iteration 4F: 3 clusters Score -2120352 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2120830.250000 Penalty: 4868.611328
	Iteration 5Q: 3 clusters Score -2120830 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2121317.750000 Penalty: 4868.611328
	Iteration 6F: 3 clusters Score -2121318 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2121885.250000 Penalty: 4868.611328
	Iteration 7F: 3 clusters Score -2121885 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2122582.000000 Penalty: 4868.611328
	Iteration 8F: 3 clusters Score -2122582 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2123412.750000 Penalty: 4868.611328
	Iteration 9F: 3 clusters Score -2123413 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2124237.250000 Penalty: 4868.611328
	Iteration 10F: 3 clusters Score -2124237 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2124820.500000 Penalty: 4868.611328
	Iteration 11Q: 3 clusters Score -2124820 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2125183.250000 Penalty: 4868.611328
	Iteration 12Q: 3 clusters Score -2125183 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2125414.750000 Penalty: 4868.611328
	Iteration 13Q: 3 clusters Score -2125415 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2125563.500000 Penalty: 4868.611328
	Iteration 14Q: 3 clusters Score -2125564 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2125648.750000 Penalty: 4868.611328
	Iteration 15Q: 3 clusters Score -2125649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2125705.500000 Penalty: 4868.611328
	Iteration 16Q: 3 clusters Score -2125706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2125767.250000 Penalty: 4868.611328
	Iteration 17Q: 3 clusters Score -2125767 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2125820.000000 Penalty: 4868.611328
	Iteration 18Q: 3 clusters Score -2125820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2125859.750000 Penalty: 4868.611328
	Iteration 19Q: 3 clusters Score -2125860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2125897.250000 Penalty: 4868.611328
	Iteration 20F: 3 clusters Score -2125897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2125922.250000 Penalty: 4868.611328
	Iteration 21Q: 3 clusters Score -2125922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2125955.750000 Penalty: 4868.611328
	Iteration 22Q: 3 clusters Score -2125956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2125998.500000 Penalty: 4868.611328
	Iteration 23Q: 3 clusters Score -2125998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2126038.000000 Penalty: 4868.611328
	Iteration 24Q: 3 clusters Score -2126038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2126073.000000 Penalty: 4868.611328
	Iteration 25Q: 3 clusters Score -2126073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2126097.750000 Penalty: 4868.611328
	Iteration 26Q: 3 clusters Score -2126098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2126113.500000 Penalty: 4868.611328
	Iteration 27Q: 3 clusters Score -2126114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2126143.750000 Penalty: 4868.611328
	Iteration 28Q: 3 clusters Score -2126144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2126165.500000 Penalty: 4868.611328
	Iteration 29Q: 3 clusters Score -2126166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2126188.250000 Penalty: 4868.611328
	Iteration 30Q: 3 clusters Score -2126188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2126200.500000 Penalty: 4868.611328
	Iteration 31Q: 3 clusters Score -2126200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2126218.750000 Penalty: 4868.611328
	Iteration 32Q: 3 clusters Score -2126219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2126220.750000 Penalty: 4868.611328
	Iteration 33Q: 3 clusters Score -2126221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2126229.000000 Penalty: 4868.611328
	Iteration 34Q: 3 clusters Score -2126229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2126232.000000 Penalty: 4868.611328
	Iteration 35Q: 3 clusters Score -2126232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2126236.750000 Penalty: 4868.611328
	Iteration 36Q: 3 clusters Score -2126237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2126242.250000 Penalty: 4868.611328
	Iteration 37Q: 3 clusters Score -2126242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2126249.250000 Penalty: 4868.611328
	Iteration 38Q: 3 clusters Score -2126249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2126253.000000 Penalty: 4868.611328
	Iteration 39Q: 3 clusters Score -2126253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2126261.250000 Penalty: 4868.611328
	Iteration 40F: 3 clusters Score -2126261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2126269.250000 Penalty: 4868.611328
	Iteration 41Q: 3 clusters Score -2126269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2126270.250000 Penalty: 4868.611328
	Iteration 42Q: 3 clusters Score -2126270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2126271.750000 Penalty: 4868.611328
	Iteration 43Q: 3 clusters Score -2126272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2126277.250000 Penalty: 4868.611328
	Iteration 44Q: 3 clusters Score -2126277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2126277.500000 Penalty: 4868.611328
	Iteration 45Q: 3 clusters Score -2126278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2126277.250000 Penalty: 4868.611328
	Iteration 46Q: 3 clusters Score -2126277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2126277.750000 Penalty: 4868.611328
	Iteration 47Q: 3 clusters Score -2126278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2126276.500000 Penalty: 4868.611328
	Iteration 48Q: 3 clusters Score -2126276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2126276.500000 Penalty: 4868.611328
	Iteration 49F: 3 clusters Score -2126276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -154747.312500 Penalty: 1821.490234
	Iteration 0F: 2 clusters Score -154747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -152634.000000 Penalty: 3642.980469
	Iteration 0F: 3 clusters Score -152634 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -153538.515625 Penalty: 3642.980469
	Iteration 1F: 3 clusters Score -153538.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -154076.609375 Penalty: 3642.980469
	Iteration 2F: 3 clusters Score -154076.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154520.687500 Penalty: 3642.980469
	Iteration 3F: 3 clusters Score -154520.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155172.703125 Penalty: 3642.980469
	Iteration 4F: 3 clusters Score -155172.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155849.078125 Penalty: 3642.980469
	Iteration 5F: 3 clusters Score -155849.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156154.421875 Penalty: 3642.980469
	Iteration 6Q: 3 clusters Score -156154.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156302.515625 Penalty: 3642.980469
	Iteration 7Q: 3 clusters Score -156302.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -156433.500000 Penalty: 3642.980469
	Iteration 8Q: 3 clusters Score -156433.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -156642.437500 Penalty: 3642.980469
	Iteration 9Q: 3 clusters Score -156642.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -156906.859375 Penalty: 3642.980469
	Iteration 10Q: 3 clusters Score -156906.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -157077.093750 Penalty: 3642.980469
	Iteration 11Q: 3 clusters Score -157077.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -157086.015625 Penalty: 3642.980469
	Iteration 12Q: 3 clusters Score -157086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157086.625000 Penalty: 3642.980469
	Iteration 13Q: 3 clusters Score -157086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157086.625000 Penalty: 3642.980469
	Iteration 14F: 3 clusters Score -157086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 18320 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 65501 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 53101 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 322047 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 123224 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175916 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33373 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 21 contains 66665 members 
Mstep: Class 24 contains 37420 members 
Entering Unmasked Estep 
Score: -114630976.000000 Penalty: 68609.085938
Splitting cluster 4 changes total score from -114630176.000000 to -114630976.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (65501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Entering Unmasked Estep 
Score: -7639121.000000 Penalty: 2750.275635
	Iteration 0F: 2 clusters Score -7639121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -7595051.000000 Penalty: 5500.551270
	Iteration 0F: 3 clusters Score -7595051 nChanged 30744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -7612442.000000 Penalty: 5500.551270
	Iteration 1F: 3 clusters Score -7612442 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -7613241.500000 Penalty: 5500.551270
	Iteration 2Q: 3 clusters Score -7613242 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7614181.000000 Penalty: 5500.551270
	Iteration 3Q: 3 clusters Score -7614181 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -7615499.000000 Penalty: 5500.551270
	Iteration 4Q: 3 clusters Score -7615499 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7617942.000000 Penalty: 5500.551270
	Iteration 5F: 3 clusters Score -7617942 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -7621618.000000 Penalty: 5500.551270
	Iteration 6F: 3 clusters Score -7621618 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -7626486.500000 Penalty: 5500.551270
	Iteration 7F: 3 clusters Score -7626486 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -7631208.000000 Penalty: 5500.551270
	Iteration 8F: 3 clusters Score -7631208 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7634297.500000 Penalty: 5500.551270
	Iteration 9Q: 3 clusters Score -7634298 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7635685.500000 Penalty: 5500.551270
	Iteration 10Q: 3 clusters Score -7635686 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7636147.500000 Penalty: 5500.551270
	Iteration 11Q: 3 clusters Score -7636148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7636369.000000 Penalty: 5500.551270
	Iteration 12Q: 3 clusters Score -7636369 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7636472.500000 Penalty: 5500.551270
	Iteration 13Q: 3 clusters Score -7636472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7636568.000000 Penalty: 5500.551270
	Iteration 14Q: 3 clusters Score -7636568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7636636.000000 Penalty: 5500.551270
	Iteration 15Q: 3 clusters Score -7636636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7636681.000000 Penalty: 5500.551270
	Iteration 16Q: 3 clusters Score -7636681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7636696.000000 Penalty: 5500.551270
	Iteration 17Q: 3 clusters Score -7636696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7636719.500000 Penalty: 5500.551270
	Iteration 18Q: 3 clusters Score -7636720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7636749.000000 Penalty: 5500.551270
	Iteration 19Q: 3 clusters Score -7636749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7636765.000000 Penalty: 5500.551270
	Iteration 20F: 3 clusters Score -7636765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7636764.000000 Penalty: 5500.551270
	Iteration 21Q: 3 clusters Score -7636764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7636777.500000 Penalty: 5500.551270
	Iteration 22Q: 3 clusters Score -7636778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7636775.500000 Penalty: 5500.551270
	Iteration 23Q: 3 clusters Score -7636776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7636776.000000 Penalty: 5500.551270
	Iteration 24Q: 3 clusters Score -7636776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7636784.500000 Penalty: 5500.551270
	Iteration 25Q: 3 clusters Score -7636784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7636782.500000 Penalty: 5500.551270
	Iteration 26Q: 3 clusters Score -7636782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7636787.000000 Penalty: 5500.551270
	Iteration 27Q: 3 clusters Score -7636787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7636790.500000 Penalty: 5500.551270
	Iteration 28Q: 3 clusters Score -7636790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7636800.500000 Penalty: 5500.551270
	Iteration 29Q: 3 clusters Score -7636800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7636800.500000 Penalty: 5500.551270
	Iteration 30Q: 3 clusters Score -7636800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7636800.500000 Penalty: 5500.551270
	Iteration 31Q: 3 clusters Score -7636800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7636806.000000 Penalty: 5500.551270
	Iteration 32Q: 3 clusters Score -7636806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7636806.000000 Penalty: 5500.551270
	Iteration 33F: 3 clusters Score -7636806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Entering Unmasked Estep 
Score: -936939.500000 Penalty: 2234.342773
	Iteration 0F: 2 clusters Score -936939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -930443.625000 Penalty: 4468.685547
	Iteration 0F: 3 clusters Score -930443.6 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -932205.000000 Penalty: 4468.685547
	Iteration 1F: 3 clusters Score -932205 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -932509.250000 Penalty: 4468.685547
	Iteration 2F: 3 clusters Score -932509.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -932763.000000 Penalty: 4468.685547
	Iteration 3F: 3 clusters Score -932763 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -932995.062500 Penalty: 4468.685547
	Iteration 4Q: 3 clusters Score -932995.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -933202.687500 Penalty: 4468.685547
	Iteration 5Q: 3 clusters Score -933202.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -933421.625000 Penalty: 4468.685547
	Iteration 6Q: 3 clusters Score -933421.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -933659.437500 Penalty: 4468.685547
	Iteration 7Q: 3 clusters Score -933659.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -933912.937500 Penalty: 4468.685547
	Iteration 8Q: 3 clusters Score -933912.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -934168.937500 Penalty: 4468.685547
	Iteration 9Q: 3 clusters Score -934168.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -934391.437500 Penalty: 4468.685547
	Iteration 10Q: 3 clusters Score -934391.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -934571.375000 Penalty: 4468.685547
	Iteration 11Q: 3 clusters Score -934571.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -934718.562500 Penalty: 4468.685547
	Iteration 12Q: 3 clusters Score -934718.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -934846.562500 Penalty: 4468.685547
	Iteration 13Q: 3 clusters Score -934846.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -934945.687500 Penalty: 4468.685547
	Iteration 14Q: 3 clusters Score -934945.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -935030.625000 Penalty: 4468.685547
	Iteration 15Q: 3 clusters Score -935030.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -935090.562500 Penalty: 4468.685547
	Iteration 16Q: 3 clusters Score -935090.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -935128.187500 Penalty: 4468.685547
	Iteration 17Q: 3 clusters Score -935128.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -935156.125000 Penalty: 4468.685547
	Iteration 18Q: 3 clusters Score -935156.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -935187.312500 Penalty: 4468.685547
	Iteration 19Q: 3 clusters Score -935187.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -935203.562500 Penalty: 4468.685547
	Iteration 20F: 3 clusters Score -935203.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -935221.562500 Penalty: 4468.685547
	Iteration 21Q: 3 clusters Score -935221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -935234.125000 Penalty: 4468.685547
	Iteration 22Q: 3 clusters Score -935234.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -935247.062500 Penalty: 4468.685547
	Iteration 23Q: 3 clusters Score -935247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -935257.312500 Penalty: 4468.685547
	Iteration 24Q: 3 clusters Score -935257.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -935262.187500 Penalty: 4468.685547
	Iteration 25Q: 3 clusters Score -935262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -935267.750000 Penalty: 4468.685547
	Iteration 26Q: 3 clusters Score -935267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -935268.187500 Penalty: 4468.685547
	Iteration 27Q: 3 clusters Score -935268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -935269.062500 Penalty: 4468.685547
	Iteration 28Q: 3 clusters Score -935269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -935270.937500 Penalty: 4468.685547
	Iteration 29Q: 3 clusters Score -935270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -935270.500000 Penalty: 4468.685547
	Iteration 30Q: 3 clusters Score -935270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -935270.687500 Penalty: 4468.685547
	Iteration 31Q: 3 clusters Score -935270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -935270.687500 Penalty: 4468.685547
	Iteration 32F: 3 clusters Score -935270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Entering Unmasked Estep 
Score: -6187973.000000 Penalty: 2698.228027
	Iteration 0F: 2 clusters Score -6187973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -6152262.000000 Penalty: 5396.456055
	Iteration 0F: 3 clusters Score -6152262 nChanged 24561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -6165824.500000 Penalty: 5396.456055
	Iteration 1F: 3 clusters Score -6165824 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6166436.000000 Penalty: 5396.456055
	Iteration 2Q: 3 clusters Score -6166436 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6166985.000000 Penalty: 5396.456055
	Iteration 3Q: 3 clusters Score -6166985 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -6167657.500000 Penalty: 5396.456055
	Iteration 4Q: 3 clusters Score -6167658 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -6168375.500000 Penalty: 5396.456055
	Iteration 5Q: 3 clusters Score -6168376 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -6169322.500000 Penalty: 5396.456055
	Iteration 6Q: 3 clusters Score -6169322 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -6170642.000000 Penalty: 5396.456055
	Iteration 7Q: 3 clusters Score -6170642 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -6172456.000000 Penalty: 5396.456055
	Iteration 8F: 3 clusters Score -6172456 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -6174849.500000 Penalty: 5396.456055
	Iteration 9F: 3 clusters Score -6174850 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -6177402.500000 Penalty: 5396.456055
	Iteration 10F: 3 clusters Score -6177402 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -6179639.000000 Penalty: 5396.456055
	Iteration 11F: 3 clusters Score -6179639 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -6181380.500000 Penalty: 5396.456055
	Iteration 12Q: 3 clusters Score -6181380 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -6182554.500000 Penalty: 5396.456055
	Iteration 13Q: 3 clusters Score -6182554 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -6183382.000000 Penalty: 5396.456055
	Iteration 14Q: 3 clusters Score -6183382 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -6184036.000000 Penalty: 5396.456055
	Iteration 15Q: 3 clusters Score -6184036 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6184528.500000 Penalty: 5396.456055
	Iteration 16Q: 3 clusters Score -6184528 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -6184820.500000 Penalty: 5396.456055
	Iteration 17Q: 3 clusters Score -6184820 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6185043.500000 Penalty: 5396.456055
	Iteration 18Q: 3 clusters Score -6185044 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6185224.000000 Penalty: 5396.456055
	Iteration 19Q: 3 clusters Score -6185224 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6185349.000000 Penalty: 5396.456055
	Iteration 20F: 3 clusters Score -6185349 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -6185434.500000 Penalty: 5396.456055
	Iteration 21Q: 3 clusters Score -6185434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6185487.000000 Penalty: 5396.456055
	Iteration 22Q: 3 clusters Score -6185487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -6185522.500000 Penalty: 5396.456055
	Iteration 23Q: 3 clusters Score -6185522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6185548.500000 Penalty: 5396.456055
	Iteration 24Q: 3 clusters Score -6185548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6185567.500000 Penalty: 5396.456055
	Iteration 25Q: 3 clusters Score -6185568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6185588.000000 Penalty: 5396.456055
	Iteration 26Q: 3 clusters Score -6185588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -6185617.500000 Penalty: 5396.456055
	Iteration 27Q: 3 clusters Score -6185618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -6185622.000000 Penalty: 5396.456055
	Iteration 28Q: 3 clusters Score -6185622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6185623.000000 Penalty: 5396.456055
	Iteration 29Q: 3 clusters Score -6185623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -6185628.500000 Penalty: 5396.456055
	Iteration 30Q: 3 clusters Score -6185628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -6185637.500000 Penalty: 5396.456055
	Iteration 31Q: 3 clusters Score -6185638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6185651.000000 Penalty: 5396.456055
	Iteration 32Q: 3 clusters Score -6185651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -6185671.500000 Penalty: 5396.456055
	Iteration 33Q: 3 clusters Score -6185672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -6185665.000000 Penalty: 5396.456055
	Iteration 34Q: 3 clusters Score -6185665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -6185668.500000 Penalty: 5396.456055
	Iteration 35Q: 3 clusters Score -6185668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -6185676.500000 Penalty: 5396.456055
	Iteration 36Q: 3 clusters Score -6185676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -6185681.000000 Penalty: 5396.456055
	Iteration 37Q: 3 clusters Score -6185681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -6185681.000000 Penalty: 5396.456055
	Iteration 38F: 3 clusters Score -6185681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -84955.593750 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -84955.59 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 517 members 
Entering Unmasked Estep 
Score: -83303.593750 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -83303.59 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -84747.703125 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -84747.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -85351.171875 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -85351.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -85753.320312 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -85753.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -86110.398438 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -86110.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -86513.640625 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -86513.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87138.843750 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -87138.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -87480.242188 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -87480.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87501.640625 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -87501.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -87533.804688 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -87533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -87577.000000 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -87577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -87634.734375 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -87634.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87723.195312 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -87723.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87830.226562 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -87830.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87956.656250 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -87956.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88074.640625 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -88074.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88166.281250 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -88166.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88231.085938 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -88231.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88258.328125 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -88258.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88280.117188 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -88280.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88340.289062 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -88340.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88502.109375 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -88502.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88684.453125 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -88684.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88761.562500 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -88761.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88793.710938 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -88793.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88820.140625 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -88820.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88834.679688 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -88834.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88844.476562 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -88844.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88859.476562 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -88859.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88866.750000 Penalty: 3432.653076
	Iteration 29Q: 3 clusters Score -88866.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88878.093750 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -88878.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88886.203125 Penalty: 3432.653076
	Iteration 31Q: 3 clusters Score -88886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88907.351562 Penalty: 3432.653076
	Iteration 32Q: 3 clusters Score -88907.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88931.632812 Penalty: 3432.653076
	Iteration 33Q: 3 clusters Score -88931.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88973.562500 Penalty: 3432.653076
	Iteration 34Q: 3 clusters Score -88973.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89022.234375 Penalty: 3432.653076
	Iteration 35Q: 3 clusters Score -89022.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89075.117188 Penalty: 3432.653076
	Iteration 36Q: 3 clusters Score -89075.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89157.804688 Penalty: 3432.653076
	Iteration 37Q: 3 clusters Score -89157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89226.882812 Penalty: 3432.653076
	Iteration 38Q: 3 clusters Score -89226.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89390.867188 Penalty: 3432.653076
	Iteration 39Q: 3 clusters Score -89390.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89391.085938 Penalty: 3432.653076
	Iteration 40F: 3 clusters Score -89391.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89399.640625 Penalty: 3432.653076
	Iteration 41Q: 3 clusters Score -89399.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89399.640625 Penalty: 3432.653076
	Iteration 42F: 3 clusters Score -89399.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 18320 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 65501 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 53101 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 322047 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 123224 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175916 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33373 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 21 contains 66665 members 
Mstep: Class 24 contains 37420 members 
Entering Unmasked Estep 
Score: -114633656.000000 Penalty: 72039.539062
Splitting cluster 8 changes total score from -114630176.000000 to -114633656.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 9 (322047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322047 members 
Entering Unmasked Estep 
Score: -36821876.000000 Penalty: 3145.248291
	Iteration 0F: 2 clusters Score -3.682188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161291 members 
Mstep: Class 2 contains 160756 members 
Entering Unmasked Estep 
Score: -36626108.000000 Penalty: 6290.496582
	Iteration 0F: 3 clusters Score -3.662611e+07 nChanged 155940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168459 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -36717048.000000 Penalty: 6290.496582
	Iteration 1F: 3 clusters Score -3.671705e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -36718900.000000 Penalty: 6290.496582
	Iteration 2Q: 3 clusters Score -3.67189e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177873 members 
Mstep: Class 2 contains 144174 members 
Entering Unmasked Estep 
Score: -36721452.000000 Penalty: 6290.496582
	Iteration 3Q: 3 clusters Score -3.672145e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -36725232.000000 Penalty: 6290.496582
	Iteration 4Q: 3 clusters Score -3.672523e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196883 members 
Mstep: Class 2 contains 125164 members 
Entering Unmasked Estep 
Score: -36731248.000000 Penalty: 6290.496582
	Iteration 5Q: 3 clusters Score -3.673125e+07 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -36740568.000000 Penalty: 6290.496582
	Iteration 6F: 3 clusters Score -3.674057e+07 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227140 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -36754280.000000 Penalty: 6290.496582
	Iteration 7F: 3 clusters Score -3.675428e+07 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242913 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -36770500.000000 Penalty: 6290.496582
	Iteration 8F: 3 clusters Score -3.67705e+07 nChanged 17613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254486 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -36783540.000000 Penalty: 6290.496582
	Iteration 9F: 3 clusters Score -3.678354e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261459 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -36791368.000000 Penalty: 6290.496582
	Iteration 10Q: 3 clusters Score -3.679137e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265849 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -36794948.000000 Penalty: 6290.496582
	Iteration 11Q: 3 clusters Score -3.679495e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269345 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -36796964.000000 Penalty: 6290.496582
	Iteration 12Q: 3 clusters Score -3.679696e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272614 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -36798108.000000 Penalty: 6290.496582
	Iteration 13Q: 3 clusters Score -3.679811e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275853 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -36799244.000000 Penalty: 6290.496582
	Iteration 14Q: 3 clusters Score -3.679924e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279059 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -36800520.000000 Penalty: 6290.496582
	Iteration 15Q: 3 clusters Score -3.680052e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282179 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -36801772.000000 Penalty: 6290.496582
	Iteration 16Q: 3 clusters Score -3.680177e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285314 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -36803364.000000 Penalty: 6290.496582
	Iteration 17Q: 3 clusters Score -3.680336e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288543 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -36805160.000000 Penalty: 6290.496582
	Iteration 18Q: 3 clusters Score -3.680516e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291695 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -36806676.000000 Penalty: 6290.496582
	Iteration 19Q: 3 clusters Score -3.680668e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294711 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -36807820.000000 Penalty: 6290.496582
	Iteration 20F: 3 clusters Score -3.680782e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297439 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -36808784.000000 Penalty: 6290.496582
	Iteration 21Q: 3 clusters Score -3.680878e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299970 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -36809576.000000 Penalty: 6290.496582
	Iteration 22Q: 3 clusters Score -3.680958e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302383 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -36810188.000000 Penalty: 6290.496582
	Iteration 23Q: 3 clusters Score -3.681019e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304544 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -36811072.000000 Penalty: 6290.496582
	Iteration 24Q: 3 clusters Score -3.681107e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306584 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -36812036.000000 Penalty: 6290.496582
	Iteration 25Q: 3 clusters Score -3.681204e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308488 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -36812792.000000 Penalty: 6290.496582
	Iteration 26Q: 3 clusters Score -3.681279e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310213 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -36813748.000000 Penalty: 6290.496582
	Iteration 27Q: 3 clusters Score -3.681375e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311799 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -36814704.000000 Penalty: 6290.496582
	Iteration 28Q: 3 clusters Score -3.68147e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313223 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -36815264.000000 Penalty: 6290.496582
	Iteration 29Q: 3 clusters Score -3.681526e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314499 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -36815844.000000 Penalty: 6290.496582
	Iteration 30Q: 3 clusters Score -3.681584e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315648 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -36816404.000000 Penalty: 6290.496582
	Iteration 31Q: 3 clusters Score -3.68164e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316654 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -36816864.000000 Penalty: 6290.496582
	Iteration 32Q: 3 clusters Score -3.681686e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317535 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -36817232.000000 Penalty: 6290.496582
	Iteration 33Q: 3 clusters Score -3.681723e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318304 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -36817516.000000 Penalty: 6290.496582
	Iteration 34Q: 3 clusters Score -3.681752e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318968 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -36817816.000000 Penalty: 6290.496582
	Iteration 35Q: 3 clusters Score -3.681782e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319532 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -36818024.000000 Penalty: 6290.496582
	Iteration 36Q: 3 clusters Score -3.681802e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320013 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -36818200.000000 Penalty: 6290.496582
	Iteration 37Q: 3 clusters Score -3.68182e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320376 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -36818420.000000 Penalty: 6290.496582
	Iteration 38Q: 3 clusters Score -3.681842e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320635 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -36818644.000000 Penalty: 6290.496582
	Iteration 39Q: 3 clusters Score -3.681864e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320836 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -36818744.000000 Penalty: 6290.496582
	Iteration 40F: 3 clusters Score -3.681874e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320978 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -36818812.000000 Penalty: 6290.496582
	Iteration 41Q: 3 clusters Score -3.681881e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321066 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -36818824.000000 Penalty: 6290.496582
	Iteration 42Q: 3 clusters Score -3.681882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321129 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -36818804.000000 Penalty: 6290.496582
	Iteration 43Q: 3 clusters Score -3.68188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321168 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -36818852.000000 Penalty: 6290.496582
	Iteration 44Q: 3 clusters Score -3.681885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321200 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -36818888.000000 Penalty: 6290.496582
	Iteration 45Q: 3 clusters Score -3.681889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321226 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -36818864.000000 Penalty: 6290.496582
	Iteration 46Q: 3 clusters Score -3.681886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321246 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -36818880.000000 Penalty: 6290.496582
	Iteration 47Q: 3 clusters Score -3.681888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321268 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -36818884.000000 Penalty: 6290.496582
	Iteration 48Q: 3 clusters Score -3.681888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321286 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -36818908.000000 Penalty: 6290.496582
	Iteration 49Q: 3 clusters Score -3.681891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321303 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -36818900.000000 Penalty: 6290.496582
	Iteration 50Q: 3 clusters Score -3.68189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321317 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -36818924.000000 Penalty: 6290.496582
	Iteration 51Q: 3 clusters Score -3.681892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321330 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -36818960.000000 Penalty: 6290.496582
	Iteration 52Q: 3 clusters Score -3.681896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321341 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -36818964.000000 Penalty: 6290.496582
	Iteration 53Q: 3 clusters Score -3.681896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321354 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -36819004.000000 Penalty: 6290.496582
	Iteration 54Q: 3 clusters Score -3.6819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321367 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -36819016.000000 Penalty: 6290.496582
	Iteration 55Q: 3 clusters Score -3.681902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321386 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -36819036.000000 Penalty: 6290.496582
	Iteration 56Q: 3 clusters Score -3.681904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321405 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -36819020.000000 Penalty: 6290.496582
	Iteration 57Q: 3 clusters Score -3.681902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321418 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -36819052.000000 Penalty: 6290.496582
	Iteration 58Q: 3 clusters Score -3.681905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321431 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -36819044.000000 Penalty: 6290.496582
	Iteration 59Q: 3 clusters Score -3.681904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321440 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -36819080.000000 Penalty: 6290.496582
	Iteration 60F: 3 clusters Score -3.681908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321448 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36819080.000000 Penalty: 6290.496582
	Iteration 61Q: 3 clusters Score -3.681908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -36819092.000000 Penalty: 6290.496582
	Iteration 62Q: 3 clusters Score -3.681909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321463 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -36819112.000000 Penalty: 6290.496582
	Iteration 63Q: 3 clusters Score -3.681911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321466 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -36819120.000000 Penalty: 6290.496582
	Iteration 64Q: 3 clusters Score -3.681912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321468 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -36819104.000000 Penalty: 6290.496582
	Iteration 65Q: 3 clusters Score -3.68191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321468 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -36819104.000000 Penalty: 6290.496582
	Iteration 66F: 3 clusters Score -3.68191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Entering Unmasked Estep 
Score: -2612258.750000 Penalty: 2482.637695
	Iteration 0F: 2 clusters Score -2612259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2596582.750000 Penalty: 4965.275391
	Iteration 0F: 3 clusters Score -2596583 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2601901.250000 Penalty: 4965.275391
	Iteration 1F: 3 clusters Score -2601901 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2602266.750000 Penalty: 4965.275391
	Iteration 2F: 3 clusters Score -2602267 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2602547.000000 Penalty: 4965.275391
	Iteration 3Q: 3 clusters Score -2602547 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2602821.000000 Penalty: 4965.275391
	Iteration 4Q: 3 clusters Score -2602821 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2603068.750000 Penalty: 4965.275391
	Iteration 5Q: 3 clusters Score -2603069 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2603276.250000 Penalty: 4965.275391
	Iteration 6Q: 3 clusters Score -2603276 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2603497.750000 Penalty: 4965.275391
	Iteration 7Q: 3 clusters Score -2603498 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2603707.500000 Penalty: 4965.275391
	Iteration 8Q: 3 clusters Score -2603708 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2603956.250000 Penalty: 4965.275391
	Iteration 9Q: 3 clusters Score -2603956 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2604242.500000 Penalty: 4965.275391
	Iteration 10Q: 3 clusters Score -2604242 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2604548.250000 Penalty: 4965.275391
	Iteration 11Q: 3 clusters Score -2604548 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2604963.000000 Penalty: 4965.275391
	Iteration 12Q: 3 clusters Score -2604963 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2605433.750000 Penalty: 4965.275391
	Iteration 13Q: 3 clusters Score -2605434 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2606005.250000 Penalty: 4965.275391
	Iteration 14Q: 3 clusters Score -2606005 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2606599.500000 Penalty: 4965.275391
	Iteration 15Q: 3 clusters Score -2606600 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2607093.000000 Penalty: 4965.275391
	Iteration 16Q: 3 clusters Score -2607093 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2607350.750000 Penalty: 4965.275391
	Iteration 17Q: 3 clusters Score -2607351 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2607533.750000 Penalty: 4965.275391
	Iteration 18Q: 3 clusters Score -2607534 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2607624.750000 Penalty: 4965.275391
	Iteration 19Q: 3 clusters Score -2607625 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2607691.250000 Penalty: 4965.275391
	Iteration 20F: 3 clusters Score -2607691 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2607767.250000 Penalty: 4965.275391
	Iteration 21Q: 3 clusters Score -2607767 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2607829.000000 Penalty: 4965.275391
	Iteration 22Q: 3 clusters Score -2607829 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2607881.500000 Penalty: 4965.275391
	Iteration 23Q: 3 clusters Score -2607882 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2607948.250000 Penalty: 4965.275391
	Iteration 24Q: 3 clusters Score -2607948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2607996.750000 Penalty: 4965.275391
	Iteration 25Q: 3 clusters Score -2607997 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2608052.000000 Penalty: 4965.275391
	Iteration 26Q: 3 clusters Score -2608052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2608106.500000 Penalty: 4965.275391
	Iteration 27Q: 3 clusters Score -2608106 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2608163.500000 Penalty: 4965.275391
	Iteration 28Q: 3 clusters Score -2608164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2608203.250000 Penalty: 4965.275391
	Iteration 29Q: 3 clusters Score -2608203 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2608258.000000 Penalty: 4965.275391
	Iteration 30Q: 3 clusters Score -2608258 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2608296.250000 Penalty: 4965.275391
	Iteration 31Q: 3 clusters Score -2608296 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2608341.000000 Penalty: 4965.275391
	Iteration 32Q: 3 clusters Score -2608341 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2608384.750000 Penalty: 4965.275391
	Iteration 33Q: 3 clusters Score -2608385 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2608421.000000 Penalty: 4965.275391
	Iteration 34Q: 3 clusters Score -2608421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2608477.250000 Penalty: 4965.275391
	Iteration 35Q: 3 clusters Score -2608477 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2608517.750000 Penalty: 4965.275391
	Iteration 36Q: 3 clusters Score -2608518 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2608569.750000 Penalty: 4965.275391
	Iteration 37Q: 3 clusters Score -2608570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2608638.500000 Penalty: 4965.275391
	Iteration 38Q: 3 clusters Score -2608638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2608710.500000 Penalty: 4965.275391
	Iteration 39Q: 3 clusters Score -2608710 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2608776.000000 Penalty: 4965.275391
	Iteration 40F: 3 clusters Score -2608776 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2608851.250000 Penalty: 4965.275391
	Iteration 41Q: 3 clusters Score -2608851 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2608936.500000 Penalty: 4965.275391
	Iteration 42Q: 3 clusters Score -2608936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2609002.000000 Penalty: 4965.275391
	Iteration 43Q: 3 clusters Score -2609002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2609055.000000 Penalty: 4965.275391
	Iteration 44Q: 3 clusters Score -2609055 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2609110.750000 Penalty: 4965.275391
	Iteration 45Q: 3 clusters Score -2609111 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2609150.250000 Penalty: 4965.275391
	Iteration 46Q: 3 clusters Score -2609150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2609198.750000 Penalty: 4965.275391
	Iteration 47Q: 3 clusters Score -2609199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2609234.000000 Penalty: 4965.275391
	Iteration 48Q: 3 clusters Score -2609234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2609275.250000 Penalty: 4965.275391
	Iteration 49Q: 3 clusters Score -2609275 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2609311.000000 Penalty: 4965.275391
	Iteration 50Q: 3 clusters Score -2609311 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2609325.500000 Penalty: 4965.275391
	Iteration 51Q: 3 clusters Score -2609326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2609355.250000 Penalty: 4965.275391
	Iteration 52Q: 3 clusters Score -2609355 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2609377.250000 Penalty: 4965.275391
	Iteration 53Q: 3 clusters Score -2609377 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2609405.750000 Penalty: 4965.275391
	Iteration 54Q: 3 clusters Score -2609406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2609434.750000 Penalty: 4965.275391
	Iteration 55Q: 3 clusters Score -2609435 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2609462.500000 Penalty: 4965.275391
	Iteration 56Q: 3 clusters Score -2609462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2609475.500000 Penalty: 4965.275391
	Iteration 57Q: 3 clusters Score -2609476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2609494.750000 Penalty: 4965.275391
	Iteration 58Q: 3 clusters Score -2609495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2609518.750000 Penalty: 4965.275391
	Iteration 59Q: 3 clusters Score -2609519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2609538.750000 Penalty: 4965.275391
	Iteration 60F: 3 clusters Score -2609539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2609553.500000 Penalty: 4965.275391
	Iteration 61Q: 3 clusters Score -2609554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2609579.750000 Penalty: 4965.275391
	Iteration 62Q: 3 clusters Score -2609580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2609597.750000 Penalty: 4965.275391
	Iteration 63Q: 3 clusters Score -2609598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2609619.000000 Penalty: 4965.275391
	Iteration 64Q: 3 clusters Score -2609619 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2609645.000000 Penalty: 4965.275391
	Iteration 65Q: 3 clusters Score -2609645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2609659.000000 Penalty: 4965.275391
	Iteration 66Q: 3 clusters Score -2609659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2609676.500000 Penalty: 4965.275391
	Iteration 67Q: 3 clusters Score -2609676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2609705.000000 Penalty: 4965.275391
	Iteration 68Q: 3 clusters Score -2609705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2609722.000000 Penalty: 4965.275391
	Iteration 69Q: 3 clusters Score -2609722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2609739.000000 Penalty: 4965.275391
	Iteration 70Q: 3 clusters Score -2609739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2609757.000000 Penalty: 4965.275391
	Iteration 71Q: 3 clusters Score -2609757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2609765.750000 Penalty: 4965.275391
	Iteration 72Q: 3 clusters Score -2609766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2609786.250000 Penalty: 4965.275391
	Iteration 73Q: 3 clusters Score -2609786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2609807.750000 Penalty: 4965.275391
	Iteration 74Q: 3 clusters Score -2609808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2609812.500000 Penalty: 4965.275391
	Iteration 75Q: 3 clusters Score -2609812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2609838.250000 Penalty: 4965.275391
	Iteration 76Q: 3 clusters Score -2609838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2609863.750000 Penalty: 4965.275391
	Iteration 77Q: 3 clusters Score -2609864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2609881.000000 Penalty: 4965.275391
	Iteration 78Q: 3 clusters Score -2609881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2609891.250000 Penalty: 4965.275391
	Iteration 79Q: 3 clusters Score -2609891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2609909.500000 Penalty: 4965.275391
	Iteration 80F: 3 clusters Score -2609910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2609936.750000 Penalty: 4965.275391
	Iteration 81Q: 3 clusters Score -2609937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2609953.500000 Penalty: 4965.275391
	Iteration 82Q: 3 clusters Score -2609954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2609976.500000 Penalty: 4965.275391
	Iteration 83Q: 3 clusters Score -2609976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2609990.250000 Penalty: 4965.275391
	Iteration 84Q: 3 clusters Score -2609990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2610006.000000 Penalty: 4965.275391
	Iteration 85Q: 3 clusters Score -2610006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2610005.500000 Penalty: 4965.275391
	Iteration 86Q: 3 clusters Score -2610006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2610028.250000 Penalty: 4965.275391
	Iteration 87Q: 3 clusters Score -2610028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2610033.750000 Penalty: 4965.275391
	Iteration 88Q: 3 clusters Score -2610034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2610048.500000 Penalty: 4965.275391
	Iteration 89Q: 3 clusters Score -2610048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2610055.500000 Penalty: 4965.275391
	Iteration 90Q: 3 clusters Score -2610056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2610062.250000 Penalty: 4965.275391
	Iteration 91Q: 3 clusters Score -2610062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2610063.000000 Penalty: 4965.275391
	Iteration 92Q: 3 clusters Score -2610063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2610075.250000 Penalty: 4965.275391
	Iteration 93Q: 3 clusters Score -2610075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2610077.000000 Penalty: 4965.275391
	Iteration 94Q: 3 clusters Score -2610077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2610090.500000 Penalty: 4965.275391
	Iteration 95Q: 3 clusters Score -2610090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2610091.250000 Penalty: 4965.275391
	Iteration 96Q: 3 clusters Score -2610091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2610087.750000 Penalty: 4965.275391
	Iteration 97Q: 3 clusters Score -2610088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2610086.500000 Penalty: 4965.275391
	Iteration 98Q: 3 clusters Score -2610086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2610086.500000 Penalty: 4965.275391
	Iteration 99Q: 3 clusters Score -2610086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2610092.500000 Penalty: 4965.275391
	Iteration 100F: 3 clusters Score -2610092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2610090.750000 Penalty: 4965.275391
	Iteration 101Q: 3 clusters Score -2610091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2610092.500000 Penalty: 4965.275391
	Iteration 102Q: 3 clusters Score -2610092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2610095.500000 Penalty: 4965.275391
	Iteration 103Q: 3 clusters Score -2610096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2610096.000000 Penalty: 4965.275391
	Iteration 104Q: 3 clusters Score -2610096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2610096.000000 Penalty: 4965.275391
	Iteration 105F: 3 clusters Score -2610096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -215607.343750 Penalty: 1916.537842
	Iteration 0F: 2 clusters Score -215607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -212977.937500 Penalty: 3833.075684
	Iteration 0F: 3 clusters Score -212977.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214495.062500 Penalty: 3833.075684
	Iteration 1F: 3 clusters Score -214495.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -216076.640625 Penalty: 3833.075684
	Iteration 2F: 3 clusters Score -216076.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -218058.296875 Penalty: 3833.075684
	Iteration 3F: 3 clusters Score -218058.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -220151.953125 Penalty: 3833.075684
	Iteration 4F: 3 clusters Score -220152 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -221442.734375 Penalty: 3833.075684
	Iteration 5F: 3 clusters Score -221442.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -222179.218750 Penalty: 3833.075684
	Iteration 6Q: 3 clusters Score -222179.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -223111.000000 Penalty: 3833.075684
	Iteration 7Q: 3 clusters Score -223111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -223176.546875 Penalty: 3833.075684
	Iteration 8Q: 3 clusters Score -223176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -223179.937500 Penalty: 3833.075684
	Iteration 9Q: 3 clusters Score -223179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -223179.937500 Penalty: 3833.075684
	Iteration 10F: 3 clusters Score -223179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 18320 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 65501 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 53101 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 322047 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 123224 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175916 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33373 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 66665 members 
Mstep: Class 24 contains 37420 members 
Entering Unmasked Estep 
Score: -114639792.000000 Penalty: 75469.992188
Splitting cluster 11 changes total score from -114630176.000000 to -114639792.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (16479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Entering Unmasked Estep 
Score: -1747053.500000 Penalty: 2408.040771
	Iteration 0F: 2 clusters Score -1747054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1735206.500000 Penalty: 4816.081543
	Iteration 0F: 3 clusters Score -1735206 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1739059.125000 Penalty: 4816.081543
	Iteration 1F: 3 clusters Score -1739059 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1739553.250000 Penalty: 4816.081543
	Iteration 2F: 3 clusters Score -1739553 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1740008.000000 Penalty: 4816.081543
	Iteration 3F: 3 clusters Score -1740008 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1740423.750000 Penalty: 4816.081543
	Iteration 4F: 3 clusters Score -1740424 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1740823.375000 Penalty: 4816.081543
	Iteration 5Q: 3 clusters Score -1740823 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1741285.875000 Penalty: 4816.081543
	Iteration 6Q: 3 clusters Score -1741286 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1741828.750000 Penalty: 4816.081543
	Iteration 7Q: 3 clusters Score -1741829 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1742415.000000 Penalty: 4816.081543
	Iteration 8F: 3 clusters Score -1742415 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1743030.750000 Penalty: 4816.081543
	Iteration 9Q: 3 clusters Score -1743031 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1743615.125000 Penalty: 4816.081543
	Iteration 10Q: 3 clusters Score -1743615 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1744134.125000 Penalty: 4816.081543
	Iteration 11Q: 3 clusters Score -1744134 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1744541.500000 Penalty: 4816.081543
	Iteration 12Q: 3 clusters Score -1744542 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1744831.000000 Penalty: 4816.081543
	Iteration 13Q: 3 clusters Score -1744831 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1745010.375000 Penalty: 4816.081543
	Iteration 14Q: 3 clusters Score -1745010 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1745140.750000 Penalty: 4816.081543
	Iteration 15Q: 3 clusters Score -1745141 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1745225.250000 Penalty: 4816.081543
	Iteration 16Q: 3 clusters Score -1745225 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1745297.000000 Penalty: 4816.081543
	Iteration 17Q: 3 clusters Score -1745297 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1745365.500000 Penalty: 4816.081543
	Iteration 18Q: 3 clusters Score -1745366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1745428.750000 Penalty: 4816.081543
	Iteration 19Q: 3 clusters Score -1745429 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1745494.375000 Penalty: 4816.081543
	Iteration 20F: 3 clusters Score -1745494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1745542.375000 Penalty: 4816.081543
	Iteration 21Q: 3 clusters Score -1745542 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1745576.875000 Penalty: 4816.081543
	Iteration 22Q: 3 clusters Score -1745577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1745599.750000 Penalty: 4816.081543
	Iteration 23Q: 3 clusters Score -1745600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1745617.875000 Penalty: 4816.081543
	Iteration 24Q: 3 clusters Score -1745618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1745642.375000 Penalty: 4816.081543
	Iteration 25Q: 3 clusters Score -1745642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1745652.375000 Penalty: 4816.081543
	Iteration 26Q: 3 clusters Score -1745652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1745654.875000 Penalty: 4816.081543
	Iteration 27Q: 3 clusters Score -1745655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1745666.375000 Penalty: 4816.081543
	Iteration 28Q: 3 clusters Score -1745666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1745677.000000 Penalty: 4816.081543
	Iteration 29Q: 3 clusters Score -1745677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1745690.875000 Penalty: 4816.081543
	Iteration 30Q: 3 clusters Score -1745691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1745702.000000 Penalty: 4816.081543
	Iteration 31Q: 3 clusters Score -1745702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1745709.625000 Penalty: 4816.081543
	Iteration 32Q: 3 clusters Score -1745710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1745720.875000 Penalty: 4816.081543
	Iteration 33Q: 3 clusters Score -1745721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1745726.500000 Penalty: 4816.081543
	Iteration 34Q: 3 clusters Score -1745726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1745741.750000 Penalty: 4816.081543
	Iteration 35Q: 3 clusters Score -1745742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1745742.250000 Penalty: 4816.081543
	Iteration 36Q: 3 clusters Score -1745742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1745743.250000 Penalty: 4816.081543
	Iteration 37Q: 3 clusters Score -1745743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1745751.625000 Penalty: 4816.081543
	Iteration 38Q: 3 clusters Score -1745752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1745752.875000 Penalty: 4816.081543
	Iteration 39Q: 3 clusters Score -1745753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1745752.125000 Penalty: 4816.081543
	Iteration 40F: 3 clusters Score -1745752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1745753.875000 Penalty: 4816.081543
	Iteration 41Q: 3 clusters Score -1745754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1745755.125000 Penalty: 4816.081543
	Iteration 42Q: 3 clusters Score -1745755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1745757.625000 Penalty: 4816.081543
	Iteration 43Q: 3 clusters Score -1745758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1745758.375000 Penalty: 4816.081543
	Iteration 44Q: 3 clusters Score -1745758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1745759.000000 Penalty: 4816.081543
	Iteration 45Q: 3 clusters Score -1745759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1745757.375000 Penalty: 4816.081543
	Iteration 46Q: 3 clusters Score -1745757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1745759.125000 Penalty: 4816.081543
	Iteration 47Q: 3 clusters Score -1745759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1745763.625000 Penalty: 4816.081543
	Iteration 48Q: 3 clusters Score -1745764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1745763.500000 Penalty: 4816.081543
	Iteration 49Q: 3 clusters Score -1745764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1745768.500000 Penalty: 4816.081543
	Iteration 50Q: 3 clusters Score -1745768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1745773.125000 Penalty: 4816.081543
	Iteration 51Q: 3 clusters Score -1745773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1745772.250000 Penalty: 4816.081543
	Iteration 52Q: 3 clusters Score -1745772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1745770.250000 Penalty: 4816.081543
	Iteration 53Q: 3 clusters Score -1745770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1745772.750000 Penalty: 4816.081543
	Iteration 54Q: 3 clusters Score -1745773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1745778.500000 Penalty: 4816.081543
	Iteration 55Q: 3 clusters Score -1745778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1745775.500000 Penalty: 4816.081543
	Iteration 56Q: 3 clusters Score -1745776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1745775.875000 Penalty: 4816.081543
	Iteration 57Q: 3 clusters Score -1745776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1745779.000000 Penalty: 4816.081543
	Iteration 58Q: 3 clusters Score -1745779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1745778.625000 Penalty: 4816.081543
	Iteration 59Q: 3 clusters Score -1745779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1745781.875000 Penalty: 4816.081543
	Iteration 60F: 3 clusters Score -1745782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1745782.375000 Penalty: 4816.081543
	Iteration 61Q: 3 clusters Score -1745782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1745786.625000 Penalty: 4816.081543
	Iteration 62Q: 3 clusters Score -1745787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1745787.375000 Penalty: 4816.081543
	Iteration 63Q: 3 clusters Score -1745787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1745788.375000 Penalty: 4816.081543
	Iteration 64Q: 3 clusters Score -1745788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1745786.750000 Penalty: 4816.081543
	Iteration 65Q: 3 clusters Score -1745787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1745786.125000 Penalty: 4816.081543
	Iteration 66Q: 3 clusters Score -1745786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1745788.500000 Penalty: 4816.081543
	Iteration 67Q: 3 clusters Score -1745788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1745790.500000 Penalty: 4816.081543
	Iteration 68Q: 3 clusters Score -1745790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1745792.250000 Penalty: 4816.081543
	Iteration 69Q: 3 clusters Score -1745792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1745792.500000 Penalty: 4816.081543
	Iteration 70Q: 3 clusters Score -1745792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1745792.500000 Penalty: 4816.081543
	Iteration 71F: 3 clusters Score -1745792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (123224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Entering Unmasked Estep 
Score: -14207869.000000 Penalty: 2906.996094
	Iteration 0F: 2 clusters Score -1.420787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -14125353.000000 Penalty: 5813.992188
	Iteration 0F: 3 clusters Score -1.412535e+07 nChanged 58799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -14159120.000000 Penalty: 5813.992188
	Iteration 1F: 3 clusters Score -1.415912e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -14159743.000000 Penalty: 5813.992188
	Iteration 2Q: 3 clusters Score -1.415974e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -14160587.000000 Penalty: 5813.992188
	Iteration 3Q: 3 clusters Score -1.416059e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -14161832.000000 Penalty: 5813.992188
	Iteration 4Q: 3 clusters Score -1.416183e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -14163761.000000 Penalty: 5813.992188
	Iteration 5Q: 3 clusters Score -1.416376e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -14167590.000000 Penalty: 5813.992188
	Iteration 6F: 3 clusters Score -1.416759e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -14174331.000000 Penalty: 5813.992188
	Iteration 7F: 3 clusters Score -1.417433e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -14184222.000000 Penalty: 5813.992188
	Iteration 8F: 3 clusters Score -1.418422e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -14193905.000000 Penalty: 5813.992188
	Iteration 9F: 3 clusters Score -1.41939e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -14200181.000000 Penalty: 5813.992188
	Iteration 10F: 3 clusters Score -1.420018e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -14203096.000000 Penalty: 5813.992188
	Iteration 11Q: 3 clusters Score -1.42031e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121248 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -14204462.000000 Penalty: 5813.992188
	Iteration 12Q: 3 clusters Score -1.420446e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -14205066.000000 Penalty: 5813.992188
	Iteration 13Q: 3 clusters Score -1.420507e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -14205396.000000 Penalty: 5813.992188
	Iteration 14Q: 3 clusters Score -1.42054e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121795 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -14205615.000000 Penalty: 5813.992188
	Iteration 15Q: 3 clusters Score -1.420562e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -14205718.000000 Penalty: 5813.992188
	Iteration 16Q: 3 clusters Score -1.420572e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14205780.000000 Penalty: 5813.992188
	Iteration 17Q: 3 clusters Score -1.420578e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14205842.000000 Penalty: 5813.992188
	Iteration 18Q: 3 clusters Score -1.420584e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121612 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -14205911.000000 Penalty: 5813.992188
	Iteration 19Q: 3 clusters Score -1.420591e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121545 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14205945.000000 Penalty: 5813.992188
	Iteration 20F: 3 clusters Score -1.420594e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -14206009.000000 Penalty: 5813.992188
	Iteration 21Q: 3 clusters Score -1.420601e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121407 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -14206030.000000 Penalty: 5813.992188
	Iteration 22Q: 3 clusters Score -1.420603e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121355 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14206060.000000 Penalty: 5813.992188
	Iteration 23Q: 3 clusters Score -1.420606e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -14206067.000000 Penalty: 5813.992188
	Iteration 24Q: 3 clusters Score -1.420607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -14206084.000000 Penalty: 5813.992188
	Iteration 25Q: 3 clusters Score -1.420608e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -14206111.000000 Penalty: 5813.992188
	Iteration 26Q: 3 clusters Score -1.420611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14206148.000000 Penalty: 5813.992188
	Iteration 27Q: 3 clusters Score -1.420615e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -14206156.000000 Penalty: 5813.992188
	Iteration 28Q: 3 clusters Score -1.420616e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -14206169.000000 Penalty: 5813.992188
	Iteration 29Q: 3 clusters Score -1.420617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14206194.000000 Penalty: 5813.992188
	Iteration 30Q: 3 clusters Score -1.420619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14206216.000000 Penalty: 5813.992188
	Iteration 31Q: 3 clusters Score -1.420622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14206252.000000 Penalty: 5813.992188
	Iteration 32Q: 3 clusters Score -1.420625e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14206260.000000 Penalty: 5813.992188
	Iteration 33Q: 3 clusters Score -1.420626e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -14206256.000000 Penalty: 5813.992188
	Iteration 34Q: 3 clusters Score -1.420626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -14206241.000000 Penalty: 5813.992188
	Iteration 35Q: 3 clusters Score -1.420624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -14206259.000000 Penalty: 5813.992188
	Iteration 36Q: 3 clusters Score -1.420626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -14206252.000000 Penalty: 5813.992188
	Iteration 37Q: 3 clusters Score -1.420625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14206261.000000 Penalty: 5813.992188
	Iteration 38Q: 3 clusters Score -1.420626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120851 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14206279.000000 Penalty: 5813.992188
	Iteration 39Q: 3 clusters Score -1.420628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120831 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -14206259.000000 Penalty: 5813.992188
	Iteration 40F: 3 clusters Score -1.420626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -14206257.000000 Penalty: 5813.992188
	Iteration 41Q: 3 clusters Score -1.420626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120794 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -14206268.000000 Penalty: 5813.992188
	Iteration 42Q: 3 clusters Score -1.420627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -14206281.000000 Penalty: 5813.992188
	Iteration 43Q: 3 clusters Score -1.420628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -14206272.000000 Penalty: 5813.992188
	Iteration 44Q: 3 clusters Score -1.420627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -14206288.000000 Penalty: 5813.992188
	Iteration 45Q: 3 clusters Score -1.420629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120731 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -14206273.000000 Penalty: 5813.992188
	Iteration 46Q: 3 clusters Score -1.420627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120715 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -14206273.000000 Penalty: 5813.992188
	Iteration 47Q: 3 clusters Score -1.420627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -14206268.000000 Penalty: 5813.992188
	Iteration 48Q: 3 clusters Score -1.420627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14206270.000000 Penalty: 5813.992188
	Iteration 49Q: 3 clusters Score -1.420627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -14206285.000000 Penalty: 5813.992188
	Iteration 50Q: 3 clusters Score -1.420628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -14206285.000000 Penalty: 5813.992188
	Iteration 51Q: 3 clusters Score -1.420628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120602 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -14206306.000000 Penalty: 5813.992188
	Iteration 52Q: 3 clusters Score -1.420631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120588 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -14206309.000000 Penalty: 5813.992188
	Iteration 53Q: 3 clusters Score -1.420631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120575 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -14206318.000000 Penalty: 5813.992188
	Iteration 54Q: 3 clusters Score -1.420632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120565 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -14206321.000000 Penalty: 5813.992188
	Iteration 55Q: 3 clusters Score -1.420632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -14206313.000000 Penalty: 5813.992188
	Iteration 56Q: 3 clusters Score -1.420631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120531 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -14206310.000000 Penalty: 5813.992188
	Iteration 57Q: 3 clusters Score -1.420631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -14206314.000000 Penalty: 5813.992188
	Iteration 58Q: 3 clusters Score -1.420631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -14206334.000000 Penalty: 5813.992188
	Iteration 59Q: 3 clusters Score -1.420633e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120435 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -14206328.000000 Penalty: 5813.992188
	Iteration 60F: 3 clusters Score -1.420633e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -14206332.000000 Penalty: 5813.992188
	Iteration 61Q: 3 clusters Score -1.420633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120356 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -14206339.000000 Penalty: 5813.992188
	Iteration 62Q: 3 clusters Score -1.420634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -14206366.000000 Penalty: 5813.992188
	Iteration 63Q: 3 clusters Score -1.420637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -14206369.000000 Penalty: 5813.992188
	Iteration 64Q: 3 clusters Score -1.420637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -14206386.000000 Penalty: 5813.992188
	Iteration 65Q: 3 clusters Score -1.420639e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120137 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -14206404.000000 Penalty: 5813.992188
	Iteration 66Q: 3 clusters Score -1.42064e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -14206435.000000 Penalty: 5813.992188
	Iteration 67Q: 3 clusters Score -1.420644e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -14206439.000000 Penalty: 5813.992188
	Iteration 68Q: 3 clusters Score -1.420644e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -14206461.000000 Penalty: 5813.992188
	Iteration 69Q: 3 clusters Score -1.420646e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -14206477.000000 Penalty: 5813.992188
	Iteration 70Q: 3 clusters Score -1.420648e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119796 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -14206480.000000 Penalty: 5813.992188
	Iteration 71Q: 3 clusters Score -1.420648e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119718 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -14206489.000000 Penalty: 5813.992188
	Iteration 72Q: 3 clusters Score -1.420649e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119633 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -14206529.000000 Penalty: 5813.992188
	Iteration 73Q: 3 clusters Score -1.420653e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119539 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -14206536.000000 Penalty: 5813.992188
	Iteration 74Q: 3 clusters Score -1.420654e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119454 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -14206538.000000 Penalty: 5813.992188
	Iteration 75Q: 3 clusters Score -1.420654e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119370 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -14206581.000000 Penalty: 5813.992188
	Iteration 76Q: 3 clusters Score -1.420658e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119293 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -14206596.000000 Penalty: 5813.992188
	Iteration 77Q: 3 clusters Score -1.42066e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -14206605.000000 Penalty: 5813.992188
	Iteration 78Q: 3 clusters Score -1.42066e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119150 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -14206636.000000 Penalty: 5813.992188
	Iteration 79Q: 3 clusters Score -1.420664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -14206665.000000 Penalty: 5813.992188
	Iteration 80F: 3 clusters Score -1.420666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -14206680.000000 Penalty: 5813.992188
	Iteration 81Q: 3 clusters Score -1.420668e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -14206713.000000 Penalty: 5813.992188
	Iteration 82Q: 3 clusters Score -1.420671e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -14206727.000000 Penalty: 5813.992188
	Iteration 83Q: 3 clusters Score -1.420673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -14206709.000000 Penalty: 5813.992188
	Iteration 84Q: 3 clusters Score -1.420671e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -14206741.000000 Penalty: 5813.992188
	Iteration 85Q: 3 clusters Score -1.420674e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118684 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -14206738.000000 Penalty: 5813.992188
	Iteration 86Q: 3 clusters Score -1.420674e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -14206762.000000 Penalty: 5813.992188
	Iteration 87Q: 3 clusters Score -1.420676e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118466 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -14206784.000000 Penalty: 5813.992188
	Iteration 88Q: 3 clusters Score -1.420678e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118361 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -14206823.000000 Penalty: 5813.992188
	Iteration 89Q: 3 clusters Score -1.420682e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -14206832.000000 Penalty: 5813.992188
	Iteration 90Q: 3 clusters Score -1.420683e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -14206882.000000 Penalty: 5813.992188
	Iteration 91Q: 3 clusters Score -1.420688e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117958 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -14206906.000000 Penalty: 5813.992188
	Iteration 92Q: 3 clusters Score -1.420691e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117790 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -14206948.000000 Penalty: 5813.992188
	Iteration 93Q: 3 clusters Score -1.420695e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -14206999.000000 Penalty: 5813.992188
	Iteration 94Q: 3 clusters Score -1.4207e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117421 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -14207056.000000 Penalty: 5813.992188
	Iteration 95Q: 3 clusters Score -1.420706e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -14207086.000000 Penalty: 5813.992188
	Iteration 96Q: 3 clusters Score -1.420709e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -14207118.000000 Penalty: 5813.992188
	Iteration 97Q: 3 clusters Score -1.420712e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -14207149.000000 Penalty: 5813.992188
	Iteration 98Q: 3 clusters Score -1.420715e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -14207228.000000 Penalty: 5813.992188
	Iteration 99Q: 3 clusters Score -1.420723e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -14207296.000000 Penalty: 5813.992188
	Iteration 100F: 3 clusters Score -1.42073e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -14207386.000000 Penalty: 5813.992188
	Iteration 101Q: 3 clusters Score -1.420739e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115757 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -14207431.000000 Penalty: 5813.992188
	Iteration 102Q: 3 clusters Score -1.420743e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -14207497.000000 Penalty: 5813.992188
	Iteration 103Q: 3 clusters Score -1.42075e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115060 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -14207546.000000 Penalty: 5813.992188
	Iteration 104Q: 3 clusters Score -1.420755e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -14207637.000000 Penalty: 5813.992188
	Iteration 105Q: 3 clusters Score -1.420764e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -14207670.000000 Penalty: 5813.992188
	Iteration 106Q: 3 clusters Score -1.420767e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -14207800.000000 Penalty: 5813.992188
	Iteration 107Q: 3 clusters Score -1.42078e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -14207896.000000 Penalty: 5813.992188
	Iteration 108Q: 3 clusters Score -1.42079e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -14207970.000000 Penalty: 5813.992188
	Iteration 109Q: 3 clusters Score -1.420797e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -14208080.000000 Penalty: 5813.992188
	Iteration 110Q: 3 clusters Score -1.420808e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -14208168.000000 Penalty: 5813.992188
	Iteration 111Q: 3 clusters Score -1.420817e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -14208264.000000 Penalty: 5813.992188
	Iteration 112Q: 3 clusters Score -1.420826e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111271 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -14208440.000000 Penalty: 5813.992188
	Iteration 113Q: 3 clusters Score -1.420844e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -14208577.000000 Penalty: 5813.992188
	Iteration 114Q: 3 clusters Score -1.420858e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -14208691.000000 Penalty: 5813.992188
	Iteration 115Q: 3 clusters Score -1.420869e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -14208774.000000 Penalty: 5813.992188
	Iteration 116Q: 3 clusters Score -1.420877e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -14208880.000000 Penalty: 5813.992188
	Iteration 117Q: 3 clusters Score -1.420888e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -14209011.000000 Penalty: 5813.992188
	Iteration 118Q: 3 clusters Score -1.420901e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -14209120.000000 Penalty: 5813.992188
	Iteration 119Q: 3 clusters Score -1.420912e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -14209212.000000 Penalty: 5813.992188
	Iteration 120F: 3 clusters Score -1.420921e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -14209218.000000 Penalty: 5813.992188
	Iteration 121Q: 3 clusters Score -1.420922e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -14209373.000000 Penalty: 5813.992188
	Iteration 122Q: 3 clusters Score -1.420937e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -14209447.000000 Penalty: 5813.992188
	Iteration 123Q: 3 clusters Score -1.420945e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -14209527.000000 Penalty: 5813.992188
	Iteration 124Q: 3 clusters Score -1.420953e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -14209568.000000 Penalty: 5813.992188
	Iteration 125Q: 3 clusters Score -1.420957e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -14209608.000000 Penalty: 5813.992188
	Iteration 126Q: 3 clusters Score -1.420961e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -14209638.000000 Penalty: 5813.992188
	Iteration 127Q: 3 clusters Score -1.420964e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -14209661.000000 Penalty: 5813.992188
	Iteration 128Q: 3 clusters Score -1.420966e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -14209701.000000 Penalty: 5813.992188
	Iteration 129Q: 3 clusters Score -1.42097e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -14209700.000000 Penalty: 5813.992188
	Iteration 130Q: 3 clusters Score -1.42097e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -14209771.000000 Penalty: 5813.992188
	Iteration 131Q: 3 clusters Score -1.420977e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -14209771.000000 Penalty: 5813.992188
	Iteration 132Q: 3 clusters Score -1.420977e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -14209765.000000 Penalty: 5813.992188
	Iteration 133Q: 3 clusters Score -1.420976e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -14209772.000000 Penalty: 5813.992188
	Iteration 134Q: 3 clusters Score -1.420977e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -14209756.000000 Penalty: 5813.992188
	Iteration 135Q: 3 clusters Score -1.420976e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -14209796.000000 Penalty: 5813.992188
	Iteration 136Q: 3 clusters Score -1.42098e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -14209801.000000 Penalty: 5813.992188
	Iteration 137Q: 3 clusters Score -1.42098e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -14209778.000000 Penalty: 5813.992188
	Iteration 138Q: 3 clusters Score -1.420978e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -14209770.000000 Penalty: 5813.992188
	Iteration 139Q: 3 clusters Score -1.420977e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -14209779.000000 Penalty: 5813.992188
	Iteration 140F: 3 clusters Score -1.420978e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -14209791.000000 Penalty: 5813.992188
	Iteration 141Q: 3 clusters Score -1.420979e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -14209769.000000 Penalty: 5813.992188
	Iteration 142Q: 3 clusters Score -1.420977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102368 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -14209768.000000 Penalty: 5813.992188
	Iteration 143Q: 3 clusters Score -1.420977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -14209788.000000 Penalty: 5813.992188
	Iteration 144Q: 3 clusters Score -1.420979e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -14209772.000000 Penalty: 5813.992188
	Iteration 145Q: 3 clusters Score -1.420977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -14209781.000000 Penalty: 5813.992188
	Iteration 146Q: 3 clusters Score -1.420978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -14209784.000000 Penalty: 5813.992188
	Iteration 147Q: 3 clusters Score -1.420978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -14209790.000000 Penalty: 5813.992188
	Iteration 148Q: 3 clusters Score -1.420979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -14209785.000000 Penalty: 5813.992188
	Iteration 149Q: 3 clusters Score -1.420978e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102054 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -14209779.000000 Penalty: 5813.992188
	Iteration 150Q: 3 clusters Score -1.420978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -14209792.000000 Penalty: 5813.992188
	Iteration 151Q: 3 clusters Score -1.420979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -14209790.000000 Penalty: 5813.992188
	Iteration 152Q: 3 clusters Score -1.420979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -14209773.000000 Penalty: 5813.992188
	Iteration 153Q: 3 clusters Score -1.420977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -14209774.000000 Penalty: 5813.992188
	Iteration 154Q: 3 clusters Score -1.420977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -14209777.000000 Penalty: 5813.992188
	Iteration 155Q: 3 clusters Score -1.420978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101916 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -14209795.000000 Penalty: 5813.992188
	Iteration 156Q: 3 clusters Score -1.42098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -14209781.000000 Penalty: 5813.992188
	Iteration 157Q: 3 clusters Score -1.420978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -14209791.000000 Penalty: 5813.992188
	Iteration 158Q: 3 clusters Score -1.420979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -14209791.000000 Penalty: 5813.992188
	Iteration 159Q: 3 clusters Score -1.420979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -14209790.000000 Penalty: 5813.992188
	Iteration 160F: 3 clusters Score -1.420979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -14209801.000000 Penalty: 5813.992188
	Iteration 161Q: 3 clusters Score -1.42098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -14209790.000000 Penalty: 5813.992188
	Iteration 162Q: 3 clusters Score -1.420979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -14209783.000000 Penalty: 5813.992188
	Iteration 163Q: 3 clusters Score -1.420978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -14209787.000000 Penalty: 5813.992188
	Iteration 164Q: 3 clusters Score -1.420979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -14209779.000000 Penalty: 5813.992188
	Iteration 165Q: 3 clusters Score -1.420978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -14209772.000000 Penalty: 5813.992188
	Iteration 166Q: 3 clusters Score -1.420977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -14209771.000000 Penalty: 5813.992188
	Iteration 167Q: 3 clusters Score -1.420977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -14209773.000000 Penalty: 5813.992188
	Iteration 168Q: 3 clusters Score -1.420977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -14209771.000000 Penalty: 5813.992188
	Iteration 169Q: 3 clusters Score -1.420977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -14209780.000000 Penalty: 5813.992188
	Iteration 170Q: 3 clusters Score -1.420978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -14209778.000000 Penalty: 5813.992188
	Iteration 171Q: 3 clusters Score -1.420978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -14209775.000000 Penalty: 5813.992188
	Iteration 172Q: 3 clusters Score -1.420978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -14209762.000000 Penalty: 5813.992188
	Iteration 173Q: 3 clusters Score -1.420976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -14209770.000000 Penalty: 5813.992188
	Iteration 174Q: 3 clusters Score -1.420977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -14209774.000000 Penalty: 5813.992188
	Iteration 175Q: 3 clusters Score -1.420977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -14209787.000000 Penalty: 5813.992188
	Iteration 176Q: 3 clusters Score -1.420979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -14209780.000000 Penalty: 5813.992188
	Iteration 177Q: 3 clusters Score -1.420978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -14209781.000000 Penalty: 5813.992188
	Iteration 178Q: 3 clusters Score -1.420978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -14209775.000000 Penalty: 5813.992188
	Iteration 179Q: 3 clusters Score -1.420978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -14209789.000000 Penalty: 5813.992188
	Iteration 180F: 3 clusters Score -1.420979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -14209795.000000 Penalty: 5813.992188
	Iteration 181Q: 3 clusters Score -1.42098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -14209784.000000 Penalty: 5813.992188
	Iteration 182Q: 3 clusters Score -1.420978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -14209788.000000 Penalty: 5813.992188
	Iteration 183Q: 3 clusters Score -1.420979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -14209783.000000 Penalty: 5813.992188
	Iteration 184Q: 3 clusters Score -1.420978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -14209779.000000 Penalty: 5813.992188
	Iteration 185Q: 3 clusters Score -1.420978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -14209782.000000 Penalty: 5813.992188
	Iteration 186Q: 3 clusters Score -1.420978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -14209782.000000 Penalty: 5813.992188
	Iteration 187F: 3 clusters Score -1.420978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 18320 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 65501 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 53101 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 322047 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 101706 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175916 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33373 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 66665 members 
Mstep: Class 22 contains 21518 members 
Mstep: Class 24 contains 37420 members 
Entering Unmasked Estep 
Score: -114641720.000000 Penalty: 78900.445312
Splitting cluster 13 changes total score from -114630176.000000 to -114641720.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -270797.406250 Penalty: 1940.363403
	Iteration 0F: 2 clusters Score -270797.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -267861.343750 Penalty: 3880.726807
	Iteration 0F: 3 clusters Score -267861.3 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -268445.656250 Penalty: 3880.726807
	Iteration 1F: 3 clusters Score -268445.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -268594.343750 Penalty: 3880.726807
	Iteration 2F: 3 clusters Score -268594.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -268684.843750 Penalty: 3880.726807
	Iteration 3Q: 3 clusters Score -268684.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -268749.656250 Penalty: 3880.726807
	Iteration 4Q: 3 clusters Score -268749.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268789.593750 Penalty: 3880.726807
	Iteration 5Q: 3 clusters Score -268789.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -268834.875000 Penalty: 3880.726807
	Iteration 6Q: 3 clusters Score -268834.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268884.031250 Penalty: 3880.726807
	Iteration 7Q: 3 clusters Score -268884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -268917.656250 Penalty: 3880.726807
	Iteration 8Q: 3 clusters Score -268917.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -268957.406250 Penalty: 3880.726807
	Iteration 9Q: 3 clusters Score -268957.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269003.062500 Penalty: 3880.726807
	Iteration 10Q: 3 clusters Score -269003.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -269042.843750 Penalty: 3880.726807
	Iteration 11Q: 3 clusters Score -269042.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269090.687500 Penalty: 3880.726807
	Iteration 12Q: 3 clusters Score -269090.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -269140.750000 Penalty: 3880.726807
	Iteration 13Q: 3 clusters Score -269140.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -269202.500000 Penalty: 3880.726807
	Iteration 14Q: 3 clusters Score -269202.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -269266.125000 Penalty: 3880.726807
	Iteration 15Q: 3 clusters Score -269266.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -269308.218750 Penalty: 3880.726807
	Iteration 16Q: 3 clusters Score -269308.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -269347.312500 Penalty: 3880.726807
	Iteration 17Q: 3 clusters Score -269347.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269374.125000 Penalty: 3880.726807
	Iteration 18Q: 3 clusters Score -269374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -269398.593750 Penalty: 3880.726807
	Iteration 19Q: 3 clusters Score -269398.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -269425.281250 Penalty: 3880.726807
	Iteration 20F: 3 clusters Score -269425.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -269448.687500 Penalty: 3880.726807
	Iteration 21Q: 3 clusters Score -269448.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -269461.250000 Penalty: 3880.726807
	Iteration 22Q: 3 clusters Score -269461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269471.375000 Penalty: 3880.726807
	Iteration 23Q: 3 clusters Score -269471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -269477.375000 Penalty: 3880.726807
	Iteration 24Q: 3 clusters Score -269477.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -269482.312500 Penalty: 3880.726807
	Iteration 25Q: 3 clusters Score -269482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -269485.906250 Penalty: 3880.726807
	Iteration 26Q: 3 clusters Score -269485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -269488.531250 Penalty: 3880.726807
	Iteration 27Q: 3 clusters Score -269488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -269490.062500 Penalty: 3880.726807
	Iteration 28Q: 3 clusters Score -269490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -269490.062500 Penalty: 3880.726807
	Iteration 29Q: 3 clusters Score -269490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -269490.062500 Penalty: 3880.726807
	Iteration 30F: 3 clusters Score -269490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (175916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Entering Unmasked Estep 
Score: -20219126.000000 Penalty: 2995.284912
	Iteration 0F: 2 clusters Score -2.021913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -20104348.000000 Penalty: 5990.569824
	Iteration 0F: 3 clusters Score -2.010435e+07 nChanged 84390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -20153314.000000 Penalty: 5990.569824
	Iteration 1F: 3 clusters Score -2.015331e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -20154094.000000 Penalty: 5990.569824
	Iteration 2Q: 3 clusters Score -2.015409e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -20155026.000000 Penalty: 5990.569824
	Iteration 3Q: 3 clusters Score -2.015503e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -20156264.000000 Penalty: 5990.569824
	Iteration 4Q: 3 clusters Score -2.015626e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -20157434.000000 Penalty: 5990.569824
	Iteration 5Q: 3 clusters Score -2.015743e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -20158800.000000 Penalty: 5990.569824
	Iteration 6Q: 3 clusters Score -2.01588e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -20160896.000000 Penalty: 5990.569824
	Iteration 7Q: 3 clusters Score -2.01609e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -20163666.000000 Penalty: 5990.569824
	Iteration 8Q: 3 clusters Score -2.016367e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -20168084.000000 Penalty: 5990.569824
	Iteration 9Q: 3 clusters Score -2.016808e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -20174638.000000 Penalty: 5990.569824
	Iteration 10F: 3 clusters Score -2.017464e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -20183312.000000 Penalty: 5990.569824
	Iteration 11F: 3 clusters Score -2.018331e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 112610 members 
Entering Unmasked Estep 
Score: -20190870.000000 Penalty: 5990.569824
	Iteration 12F: 3 clusters Score -2.019087e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -20194798.000000 Penalty: 5990.569824
	Iteration 13Q: 3 clusters Score -2.01948e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 119184 members 
Entering Unmasked Estep 
Score: -20196470.000000 Penalty: 5990.569824
	Iteration 14Q: 3 clusters Score -2.019647e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -20197888.000000 Penalty: 5990.569824
	Iteration 15Q: 3 clusters Score -2.019789e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -20199202.000000 Penalty: 5990.569824
	Iteration 16Q: 3 clusters Score -2.01992e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -20200496.000000 Penalty: 5990.569824
	Iteration 17Q: 3 clusters Score -2.02005e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -20201804.000000 Penalty: 5990.569824
	Iteration 18Q: 3 clusters Score -2.02018e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 134577 members 
Entering Unmasked Estep 
Score: -20203206.000000 Penalty: 5990.569824
	Iteration 19Q: 3 clusters Score -2.020321e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 137625 members 
Entering Unmasked Estep 
Score: -20204480.000000 Penalty: 5990.569824
	Iteration 20F: 3 clusters Score -2.020448e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 140674 members 
Entering Unmasked Estep 
Score: -20205838.000000 Penalty: 5990.569824
	Iteration 21Q: 3 clusters Score -2.020584e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -20207162.000000 Penalty: 5990.569824
	Iteration 22Q: 3 clusters Score -2.020716e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -20208440.000000 Penalty: 5990.569824
	Iteration 23Q: 3 clusters Score -2.020844e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -20209582.000000 Penalty: 5990.569824
	Iteration 24Q: 3 clusters Score -2.020958e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -20210576.000000 Penalty: 5990.569824
	Iteration 25Q: 3 clusters Score -2.021058e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -20211430.000000 Penalty: 5990.569824
	Iteration 26Q: 3 clusters Score -2.021143e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -20212270.000000 Penalty: 5990.569824
	Iteration 27Q: 3 clusters Score -2.021227e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -20212852.000000 Penalty: 5990.569824
	Iteration 28Q: 3 clusters Score -2.021285e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -20213412.000000 Penalty: 5990.569824
	Iteration 29Q: 3 clusters Score -2.021341e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 162583 members 
Entering Unmasked Estep 
Score: -20214028.000000 Penalty: 5990.569824
	Iteration 30Q: 3 clusters Score -2.021403e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
Score: -20214528.000000 Penalty: 5990.569824
	Iteration 31Q: 3 clusters Score -2.021453e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 165710 members 
Entering Unmasked Estep 
Score: -20215026.000000 Penalty: 5990.569824
	Iteration 32Q: 3 clusters Score -2.021503e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -20215438.000000 Penalty: 5990.569824
	Iteration 33Q: 3 clusters Score -2.021544e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -20215852.000000 Penalty: 5990.569824
	Iteration 34Q: 3 clusters Score -2.021585e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -20215978.000000 Penalty: 5990.569824
	Iteration 35Q: 3 clusters Score -2.021598e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -20216234.000000 Penalty: 5990.569824
	Iteration 36Q: 3 clusters Score -2.021623e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 170705 members 
Entering Unmasked Estep 
Score: -20216352.000000 Penalty: 5990.569824
	Iteration 37Q: 3 clusters Score -2.021635e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -20216546.000000 Penalty: 5990.569824
	Iteration 38Q: 3 clusters Score -2.021655e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 171773 members 
Entering Unmasked Estep 
Score: -20216680.000000 Penalty: 5990.569824
	Iteration 39Q: 3 clusters Score -2.021668e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -20216864.000000 Penalty: 5990.569824
	Iteration 40F: 3 clusters Score -2.021686e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 172535 members 
Entering Unmasked Estep 
Score: -20217038.000000 Penalty: 5990.569824
	Iteration 41Q: 3 clusters Score -2.021704e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -20217196.000000 Penalty: 5990.569824
	Iteration 42Q: 3 clusters Score -2.02172e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 173040 members 
Entering Unmasked Estep 
Score: -20217244.000000 Penalty: 5990.569824
	Iteration 43Q: 3 clusters Score -2.021724e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -20217282.000000 Penalty: 5990.569824
	Iteration 44Q: 3 clusters Score -2.021728e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 173349 members 
Entering Unmasked Estep 
Score: -20217280.000000 Penalty: 5990.569824
	Iteration 45Q: 3 clusters Score -2.021728e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -20217316.000000 Penalty: 5990.569824
	Iteration 46Q: 3 clusters Score -2.021732e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 173543 members 
Entering Unmasked Estep 
Score: -20217318.000000 Penalty: 5990.569824
	Iteration 47Q: 3 clusters Score -2.021732e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 173608 members 
Entering Unmasked Estep 
Score: -20217350.000000 Penalty: 5990.569824
	Iteration 48Q: 3 clusters Score -2.021735e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 173665 members 
Entering Unmasked Estep 
Score: -20217348.000000 Penalty: 5990.569824
	Iteration 49Q: 3 clusters Score -2.021735e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 173712 members 
Entering Unmasked Estep 
Score: -20217334.000000 Penalty: 5990.569824
	Iteration 50Q: 3 clusters Score -2.021733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 173751 members 
Entering Unmasked Estep 
Score: -20217354.000000 Penalty: 5990.569824
	Iteration 51Q: 3 clusters Score -2.021735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -20217356.000000 Penalty: 5990.569824
	Iteration 52Q: 3 clusters Score -2.021736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -20217362.000000 Penalty: 5990.569824
	Iteration 53Q: 3 clusters Score -2.021736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 173844 members 
Entering Unmasked Estep 
Score: -20217394.000000 Penalty: 5990.569824
	Iteration 54Q: 3 clusters Score -2.021739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 173869 members 
Entering Unmasked Estep 
Score: -20217372.000000 Penalty: 5990.569824
	Iteration 55Q: 3 clusters Score -2.021737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 173889 members 
Entering Unmasked Estep 
Score: -20217400.000000 Penalty: 5990.569824
	Iteration 56Q: 3 clusters Score -2.02174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 173903 members 
Entering Unmasked Estep 
Score: -20217412.000000 Penalty: 5990.569824
	Iteration 57Q: 3 clusters Score -2.021741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 173917 members 
Entering Unmasked Estep 
Score: -20217404.000000 Penalty: 5990.569824
	Iteration 58Q: 3 clusters Score -2.02174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -20217408.000000 Penalty: 5990.569824
	Iteration 59Q: 3 clusters Score -2.021741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -20217374.000000 Penalty: 5990.569824
	Iteration 60F: 3 clusters Score -2.021737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -20217378.000000 Penalty: 5990.569824
	Iteration 61Q: 3 clusters Score -2.021738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -20217396.000000 Penalty: 5990.569824
	Iteration 62Q: 3 clusters Score -2.02174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -20217380.000000 Penalty: 5990.569824
	Iteration 63Q: 3 clusters Score -2.021738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -20217384.000000 Penalty: 5990.569824
	Iteration 64Q: 3 clusters Score -2.021738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 174003 members 
Entering Unmasked Estep 
Score: -20217380.000000 Penalty: 5990.569824
	Iteration 65Q: 3 clusters Score -2.021738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -20217390.000000 Penalty: 5990.569824
	Iteration 66Q: 3 clusters Score -2.021739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 174029 members 
Entering Unmasked Estep 
Score: -20217400.000000 Penalty: 5990.569824
	Iteration 67Q: 3 clusters Score -2.02174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 174043 members 
Entering Unmasked Estep 
Score: -20217374.000000 Penalty: 5990.569824
	Iteration 68Q: 3 clusters Score -2.021737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -20217386.000000 Penalty: 5990.569824
	Iteration 69Q: 3 clusters Score -2.021739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 174061 members 
Entering Unmasked Estep 
Score: -20217386.000000 Penalty: 5990.569824
	Iteration 70Q: 3 clusters Score -2.021739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 174071 members 
Entering Unmasked Estep 
Score: -20217382.000000 Penalty: 5990.569824
	Iteration 71Q: 3 clusters Score -2.021738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -20217392.000000 Penalty: 5990.569824
	Iteration 72Q: 3 clusters Score -2.021739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 174091 members 
Entering Unmasked Estep 
Score: -20217394.000000 Penalty: 5990.569824
	Iteration 73Q: 3 clusters Score -2.021739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -20217368.000000 Penalty: 5990.569824
	Iteration 74Q: 3 clusters Score -2.021737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -20217364.000000 Penalty: 5990.569824
	Iteration 75Q: 3 clusters Score -2.021736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 174127 members 
Entering Unmasked Estep 
Score: -20217372.000000 Penalty: 5990.569824
	Iteration 76Q: 3 clusters Score -2.021737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -20217380.000000 Penalty: 5990.569824
	Iteration 77Q: 3 clusters Score -2.021738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 174139 members 
Entering Unmasked Estep 
Score: -20217380.000000 Penalty: 5990.569824
	Iteration 78Q: 3 clusters Score -2.021738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 174142 members 
Entering Unmasked Estep 
Score: -20217388.000000 Penalty: 5990.569824
	Iteration 79Q: 3 clusters Score -2.021739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -20217378.000000 Penalty: 5990.569824
	Iteration 80F: 3 clusters Score -2.021738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 174148 members 
Entering Unmasked Estep 
Score: -20217374.000000 Penalty: 5990.569824
	Iteration 81Q: 3 clusters Score -2.021737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 174149 members 
Entering Unmasked Estep 
Score: -20217378.000000 Penalty: 5990.569824
	Iteration 82Q: 3 clusters Score -2.021738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -20217376.000000 Penalty: 5990.569824
	Iteration 83Q: 3 clusters Score -2.021738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -20217376.000000 Penalty: 5990.569824
	Iteration 84Q: 3 clusters Score -2.021738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -20217374.000000 Penalty: 5990.569824
	Iteration 85Q: 3 clusters Score -2.021737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -20217386.000000 Penalty: 5990.569824
	Iteration 86Q: 3 clusters Score -2.021739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -20217388.000000 Penalty: 5990.569824
	Iteration 87Q: 3 clusters Score -2.021739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 174159 members 
Entering Unmasked Estep 
Score: -20217388.000000 Penalty: 5990.569824
	Iteration 88Q: 3 clusters Score -2.021739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 174163 members 
Entering Unmasked Estep 
Score: -20217378.000000 Penalty: 5990.569824
	Iteration 89Q: 3 clusters Score -2.021738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -20217400.000000 Penalty: 5990.569824
	Iteration 90Q: 3 clusters Score -2.02174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 174175 members 
Entering Unmasked Estep 
Score: -20217422.000000 Penalty: 5990.569824
	Iteration 91Q: 3 clusters Score -2.021742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 174188 members 
Entering Unmasked Estep 
Score: -20217418.000000 Penalty: 5990.569824
	Iteration 92Q: 3 clusters Score -2.021742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -20217434.000000 Penalty: 5990.569824
	Iteration 93Q: 3 clusters Score -2.021743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -20217434.000000 Penalty: 5990.569824
	Iteration 94Q: 3 clusters Score -2.021743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 174192 members 
Entering Unmasked Estep 
Score: -20217434.000000 Penalty: 5990.569824
	Iteration 95F: 3 clusters Score -2.021743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -409652.718750 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -409652.7 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 1766 members 
Entering Unmasked Estep 
Score: -405982.250000 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -405982.2 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -406761.656250 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -406761.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -406950.562500 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -406950.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -407079.625000 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -407079.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -407171.500000 Penalty: 4060.762451
	Iteration 4Q: 3 clusters Score -407171.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -407233.281250 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -407233.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -407272.812500 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -407272.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -407299.875000 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -407299.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -407322.343750 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -407322.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -407347.437500 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -407347.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -407370.531250 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -407370.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -407399.000000 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -407399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -407433.718750 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -407433.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -407469.281250 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -407469.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -407509.468750 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -407509.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -407552.000000 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -407552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -407612.875000 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -407612.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -407681.406250 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -407681.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -407788.093750 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -407788.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -407957.375000 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -407957.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -408235.531250 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -408235.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -408512.062500 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -408512.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -408801.000000 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -408801 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -409045.250000 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -409045.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -409218.843750 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -409218.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -409337.343750 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -409337.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -409406.062500 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -409406.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -409432.125000 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -409432.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -409442.656250 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -409442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -409450.312500 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -409450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -409456.125000 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -409456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -409458.468750 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -409458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -409461.343750 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -409461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -409461.750000 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -409461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -409462.718750 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -409462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -409464.125000 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -409464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -409463.718750 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -409463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -409463.718750 Penalty: 4060.762451
	Iteration 37F: 3 clusters Score -409463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Entering Unmasked Estep 
Score: -3750796.000000 Penalty: 2583.044678
	Iteration 0F: 2 clusters Score -3750796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3727783.000000 Penalty: 5166.089355
	Iteration 0F: 3 clusters Score -3727783 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3736070.750000 Penalty: 5166.089355
	Iteration 1F: 3 clusters Score -3736071 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3736487.500000 Penalty: 5166.089355
	Iteration 2Q: 3 clusters Score -3736488 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3736843.750000 Penalty: 5166.089355
	Iteration 3Q: 3 clusters Score -3736844 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3737104.500000 Penalty: 5166.089355
	Iteration 4Q: 3 clusters Score -3737104 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3737308.500000 Penalty: 5166.089355
	Iteration 5Q: 3 clusters Score -3737308 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3737535.500000 Penalty: 5166.089355
	Iteration 6Q: 3 clusters Score -3737536 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3737722.750000 Penalty: 5166.089355
	Iteration 7Q: 3 clusters Score -3737723 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3737930.000000 Penalty: 5166.089355
	Iteration 8Q: 3 clusters Score -3737930 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3738159.250000 Penalty: 5166.089355
	Iteration 9Q: 3 clusters Score -3738159 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3738396.000000 Penalty: 5166.089355
	Iteration 10Q: 3 clusters Score -3738396 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3738735.250000 Penalty: 5166.089355
	Iteration 11Q: 3 clusters Score -3738735 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3739071.750000 Penalty: 5166.089355
	Iteration 12Q: 3 clusters Score -3739072 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3739511.000000 Penalty: 5166.089355
	Iteration 13Q: 3 clusters Score -3739511 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3740038.750000 Penalty: 5166.089355
	Iteration 14Q: 3 clusters Score -3740039 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3740708.250000 Penalty: 5166.089355
	Iteration 15Q: 3 clusters Score -3740708 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3741368.000000 Penalty: 5166.089355
	Iteration 16Q: 3 clusters Score -3741368 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3741989.000000 Penalty: 5166.089355
	Iteration 17Q: 3 clusters Score -3741989 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3742598.500000 Penalty: 5166.089355
	Iteration 18Q: 3 clusters Score -3742598 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3743130.750000 Penalty: 5166.089355
	Iteration 19Q: 3 clusters Score -3743131 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3743642.250000 Penalty: 5166.089355
	Iteration 20F: 3 clusters Score -3743642 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3744118.000000 Penalty: 5166.089355
	Iteration 21Q: 3 clusters Score -3744118 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3744694.000000 Penalty: 5166.089355
	Iteration 22Q: 3 clusters Score -3744694 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3745390.500000 Penalty: 5166.089355
	Iteration 23Q: 3 clusters Score -3745390 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3746157.250000 Penalty: 5166.089355
	Iteration 24Q: 3 clusters Score -3746157 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3747045.500000 Penalty: 5166.089355
	Iteration 25Q: 3 clusters Score -3747046 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3747844.500000 Penalty: 5166.089355
	Iteration 26Q: 3 clusters Score -3747844 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3748252.250000 Penalty: 5166.089355
	Iteration 27Q: 3 clusters Score -3748252 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3748419.750000 Penalty: 5166.089355
	Iteration 28Q: 3 clusters Score -3748420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3748537.500000 Penalty: 5166.089355
	Iteration 29Q: 3 clusters Score -3748538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3748613.750000 Penalty: 5166.089355
	Iteration 30Q: 3 clusters Score -3748614 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3748667.500000 Penalty: 5166.089355
	Iteration 31Q: 3 clusters Score -3748668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3748718.000000 Penalty: 5166.089355
	Iteration 32Q: 3 clusters Score -3748718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3748737.750000 Penalty: 5166.089355
	Iteration 33Q: 3 clusters Score -3748738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3748746.250000 Penalty: 5166.089355
	Iteration 34Q: 3 clusters Score -3748746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3748753.750000 Penalty: 5166.089355
	Iteration 35Q: 3 clusters Score -3748754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3748757.000000 Penalty: 5166.089355
	Iteration 36Q: 3 clusters Score -3748757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3748764.750000 Penalty: 5166.089355
	Iteration 37Q: 3 clusters Score -3748765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3748769.250000 Penalty: 5166.089355
	Iteration 38Q: 3 clusters Score -3748769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3748775.500000 Penalty: 5166.089355
	Iteration 39Q: 3 clusters Score -3748776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3748777.750000 Penalty: 5166.089355
	Iteration 40F: 3 clusters Score -3748778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3748778.750000 Penalty: 5166.089355
	Iteration 41Q: 3 clusters Score -3748779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3748778.750000 Penalty: 5166.089355
	Iteration 42Q: 3 clusters Score -3748779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3748778.750000 Penalty: 5166.089355
	Iteration 43F: 3 clusters Score -3748779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Entering Unmasked Estep 
Score: -7762385.000000 Penalty: 2754.644043
	Iteration 0F: 2 clusters Score -7762385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -7717550.500000 Penalty: 5509.288086
	Iteration 0F: 3 clusters Score -7717550 nChanged 31246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -7735346.000000 Penalty: 5509.288086
	Iteration 1F: 3 clusters Score -7735346 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7736193.000000 Penalty: 5509.288086
	Iteration 2Q: 3 clusters Score -7736193 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7737336.500000 Penalty: 5509.288086
	Iteration 3Q: 3 clusters Score -7737336 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -7739263.000000 Penalty: 5509.288086
	Iteration 4F: 3 clusters Score -7739263 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -7742375.500000 Penalty: 5509.288086
	Iteration 5F: 3 clusters Score -7742376 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -7746882.000000 Penalty: 5509.288086
	Iteration 6F: 3 clusters Score -7746882 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -7752112.000000 Penalty: 5509.288086
	Iteration 7F: 3 clusters Score -7752112 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -7756298.000000 Penalty: 5509.288086
	Iteration 8F: 3 clusters Score -7756298 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -7758540.500000 Penalty: 5509.288086
	Iteration 9Q: 3 clusters Score -7758540 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -7759375.000000 Penalty: 5509.288086
	Iteration 10Q: 3 clusters Score -7759375 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -7759727.500000 Penalty: 5509.288086
	Iteration 11Q: 3 clusters Score -7759728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -7759846.000000 Penalty: 5509.288086
	Iteration 12Q: 3 clusters Score -7759846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -7759906.500000 Penalty: 5509.288086
	Iteration 13Q: 3 clusters Score -7759906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -7759939.500000 Penalty: 5509.288086
	Iteration 14Q: 3 clusters Score -7759940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -7759954.500000 Penalty: 5509.288086
	Iteration 15Q: 3 clusters Score -7759954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -7759975.500000 Penalty: 5509.288086
	Iteration 16Q: 3 clusters Score -7759976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -7759980.500000 Penalty: 5509.288086
	Iteration 17Q: 3 clusters Score -7759980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -7759985.500000 Penalty: 5509.288086
	Iteration 18Q: 3 clusters Score -7759986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -7760008.000000 Penalty: 5509.288086
	Iteration 19Q: 3 clusters Score -7760008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -7760001.500000 Penalty: 5509.288086
	Iteration 20F: 3 clusters Score -7760002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -7760006.000000 Penalty: 5509.288086
	Iteration 21Q: 3 clusters Score -7760006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -7760004.000000 Penalty: 5509.288086
	Iteration 22Q: 3 clusters Score -7760004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7760007.500000 Penalty: 5509.288086
	Iteration 23Q: 3 clusters Score -7760008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -7760007.500000 Penalty: 5509.288086
	Iteration 24F: 3 clusters Score -7760008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Entering Unmasked Estep 
Score: -4387852.000000 Penalty: 2611.430176
	Iteration 0F: 2 clusters Score -4387852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4362653.500000 Penalty: 5222.860352
	Iteration 0F: 3 clusters Score -4362654 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4372013.000000 Penalty: 5222.860352
	Iteration 1F: 3 clusters Score -4372013 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4372700.000000 Penalty: 5222.860352
	Iteration 2Q: 3 clusters Score -4372700 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4373409.000000 Penalty: 5222.860352
	Iteration 3Q: 3 clusters Score -4373409 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4374077.000000 Penalty: 5222.860352
	Iteration 4Q: 3 clusters Score -4374077 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4374842.500000 Penalty: 5222.860352
	Iteration 5Q: 3 clusters Score -4374842 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4375694.000000 Penalty: 5222.860352
	Iteration 6Q: 3 clusters Score -4375694 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4376710.500000 Penalty: 5222.860352
	Iteration 7Q: 3 clusters Score -4376710 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4377905.000000 Penalty: 5222.860352
	Iteration 8F: 3 clusters Score -4377905 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4379338.500000 Penalty: 5222.860352
	Iteration 9F: 3 clusters Score -4379338 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4380982.000000 Penalty: 5222.860352
	Iteration 10F: 3 clusters Score -4380982 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4382484.500000 Penalty: 5222.860352
	Iteration 11F: 3 clusters Score -4382484 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4383578.000000 Penalty: 5222.860352
	Iteration 12Q: 3 clusters Score -4383578 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4384351.500000 Penalty: 5222.860352
	Iteration 13Q: 3 clusters Score -4384352 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4384848.000000 Penalty: 5222.860352
	Iteration 14Q: 3 clusters Score -4384848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4385110.000000 Penalty: 5222.860352
	Iteration 15Q: 3 clusters Score -4385110 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4385278.500000 Penalty: 5222.860352
	Iteration 16Q: 3 clusters Score -4385278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4385356.000000 Penalty: 5222.860352
	Iteration 17Q: 3 clusters Score -4385356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4385410.000000 Penalty: 5222.860352
	Iteration 18Q: 3 clusters Score -4385410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4385428.000000 Penalty: 5222.860352
	Iteration 19Q: 3 clusters Score -4385428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4385462.500000 Penalty: 5222.860352
	Iteration 20F: 3 clusters Score -4385462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4385484.000000 Penalty: 5222.860352
	Iteration 21Q: 3 clusters Score -4385484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4385497.000000 Penalty: 5222.860352
	Iteration 22Q: 3 clusters Score -4385497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -4385513.500000 Penalty: 5222.860352
	Iteration 23Q: 3 clusters Score -4385514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4385516.000000 Penalty: 5222.860352
	Iteration 24Q: 3 clusters Score -4385516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4385525.000000 Penalty: 5222.860352
	Iteration 25Q: 3 clusters Score -4385525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4385532.000000 Penalty: 5222.860352
	Iteration 26Q: 3 clusters Score -4385532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4385532.000000 Penalty: 5222.860352
	Iteration 27F: 3 clusters Score -4385532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 18320 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 5 contains 65501 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 53101 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 322047 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 16479 members 
Mstep: Class 13 contains 101706 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 175916 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33373 members 
Mstep: Class 21 contains 66665 members 
Mstep: Class 24 contains 37420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114643928.000000 Penalty: 78900.445312
Iteration 79Q: 24 clusters Score -1.146439e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 531 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 18331 members 
Mstep: Class 4 contains 1095 members 
Mstep: Class 5 contains 65522 members 
Mstep: Class 6 contains 8206 members 
Mstep: Class 7 contains 53234 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 322093 members 
Mstep: Class 10 contains 22273 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 16623 members 
Mstep: Class 13 contains 100829 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 176737 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33379 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 1354 members 
Mstep: Class 21 contains 66418 members 
Mstep: Class 22 contains 21219 members 
Mstep: Class 24 contains 37419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114671704.000000 Penalty: 78900.445312
Iteration 80F: 24 clusters Score -1.146717e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 8987 members 
Mstep: Class 3 contains 18315 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 65496 members 
Mstep: Class 6 contains 8203 members 
Mstep: Class 7 contains 53190 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 321061 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 16653 members 
Mstep: Class 13 contains 100334 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 177186 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33391 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 65941 members 
Mstep: Class 22 contains 22867 members 
Mstep: Class 24 contains 37320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114691200.000000 Penalty: 78900.445312
Iteration 81Q: 24 clusters Score -1.146912e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 9012 members 
Mstep: Class 3 contains 18308 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 65482 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 53144 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 320446 members 
Mstep: Class 10 contains 22260 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 13 contains 100125 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 177518 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33390 members 
Mstep: Class 18 contains 540 members 
Mstep: Class 19 contains 759 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 65500 members 
Mstep: Class 22 contains 23887 members 
Mstep: Class 24 contains 37251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114692248.000000 Penalty: 78900.445312
Iteration 82Q: 24 clusters Score -1.146922e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 18297 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 65481 members 
Mstep: Class 6 contains 8221 members 
Mstep: Class 7 contains 53085 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 319974 members 
Mstep: Class 10 contains 22257 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 99993 members 
Mstep: Class 14 contains 2511 members 
Mstep: Class 15 contains 177727 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33376 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 65110 members 
Mstep: Class 22 contains 24753 members 
Mstep: Class 24 contains 37189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114693320.000000 Penalty: 78900.445312
Iteration 83Q: 24 clusters Score -1.146933e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 18285 members 
Mstep: Class 4 contains 1123 members 
Mstep: Class 5 contains 65473 members 
Mstep: Class 6 contains 8223 members 
Mstep: Class 7 contains 53044 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 319580 members 
Mstep: Class 10 contains 22250 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 99870 members 
Mstep: Class 14 contains 2514 members 
Mstep: Class 15 contains 177919 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 33352 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1364 members 
Mstep: Class 21 contains 64718 members 
Mstep: Class 22 contains 25538 members 
Mstep: Class 24 contains 37154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114694064.000000 Penalty: 78900.445312
Iteration 84Q: 24 clusters Score -1.146941e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 9088 members 
Mstep: Class 3 contains 18272 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 65461 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 7 contains 53015 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 319224 members 
Mstep: Class 10 contains 22245 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 99759 members 
Mstep: Class 14 contains 2517 members 
Mstep: Class 15 contains 178088 members 
Mstep: Class 16 contains 3593 members 
Mstep: Class 17 contains 33324 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 64410 members 
Mstep: Class 22 contains 26198 members 
Mstep: Class 24 contains 37127 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 24 clusters Score -1.146949e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 9103 members 
Mstep: Class 3 contains 18263 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 65444 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 53004 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318982 members 
Mstep: Class 10 contains 22232 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 99668 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 178239 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33289 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 64101 members 
Mstep: Class 22 contains 26755 members 
Mstep: Class 24 contains 37097 members 
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Iteration 86Q: 24 clusters Score -1.146952e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 9117 members 
Mstep: Class 3 contains 18251 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 65444 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 52993 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318795 members 
Mstep: Class 10 contains 22239 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16755 members 
Mstep: Class 13 contains 99599 members 
Mstep: Class 14 contains 2524 members 
Mstep: Class 15 contains 178321 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33257 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 63799 members 
Mstep: Class 22 contains 27235 members 
Mstep: Class 24 contains 37078 members 
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Iteration 87Q: 24 clusters Score -1.146955e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 65436 members 
Mstep: Class 6 contains 8242 members 
Mstep: Class 7 contains 52986 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318662 members 
Mstep: Class 10 contains 22230 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 99534 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 178399 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33235 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 63529 members 
Mstep: Class 22 contains 27651 members 
Mstep: Class 24 contains 37057 members 
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Iteration 88Q: 24 clusters Score -1.146957e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 18229 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 65432 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 52951 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318529 members 
Mstep: Class 10 contains 22223 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 99464 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 178479 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33211 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 63264 members 
Mstep: Class 22 contains 28075 members 
Mstep: Class 24 contains 37039 members 
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Iteration 89Q: 24 clusters Score -1.14696e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 18220 members 
Mstep: Class 4 contains 1129 members 
Mstep: Class 5 contains 65431 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 52906 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318419 members 
Mstep: Class 10 contains 22212 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16776 members 
Mstep: Class 13 contains 99427 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 178558 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 33186 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 63018 members 
Mstep: Class 22 contains 28443 members 
Mstep: Class 24 contains 37036 members 
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Iteration 90Q: 24 clusters Score -1.146961e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 18215 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 65422 members 
Mstep: Class 6 contains 8256 members 
Mstep: Class 7 contains 52869 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318328 members 
Mstep: Class 10 contains 22205 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16775 members 
Mstep: Class 13 contains 99390 members 
Mstep: Class 14 contains 2540 members 
Mstep: Class 15 contains 178639 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 33163 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 62774 members 
Mstep: Class 22 contains 28781 members 
Mstep: Class 24 contains 37026 members 
Entering Unmasked Estep 
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Iteration 91Q: 24 clusters Score -1.146961e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 18208 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 65424 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52842 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318232 members 
Mstep: Class 10 contains 22204 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16778 members 
Mstep: Class 13 contains 99353 members 
Mstep: Class 14 contains 2547 members 
Mstep: Class 15 contains 178720 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 33146 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 62557 members 
Mstep: Class 22 contains 29073 members 
Mstep: Class 24 contains 37015 members 
Entering Unmasked Estep 
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Iteration 92Q: 24 clusters Score -1.146963e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 1131 members 
Mstep: Class 5 contains 65418 members 
Mstep: Class 6 contains 8255 members 
Mstep: Class 7 contains 52833 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318157 members 
Mstep: Class 10 contains 22198 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16782 members 
Mstep: Class 13 contains 99310 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 178783 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 33134 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 62355 members 
Mstep: Class 22 contains 29353 members 
Mstep: Class 24 contains 36992 members 
Entering Unmasked Estep 
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Iteration 93Q: 24 clusters Score -1.146964e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 65415 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 52803 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318119 members 
Mstep: Class 10 contains 22192 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 99273 members 
Mstep: Class 14 contains 2552 members 
Mstep: Class 15 contains 178824 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 33115 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 62173 members 
Mstep: Class 22 contains 29616 members 
Mstep: Class 24 contains 36984 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -1.146963e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 9234 members 
Mstep: Class 3 contains 18196 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65418 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 52794 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318092 members 
Mstep: Class 10 contains 22190 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16776 members 
Mstep: Class 13 contains 99249 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 178846 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33099 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61978 members 
Mstep: Class 22 contains 29845 members 
Mstep: Class 24 contains 36983 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.146963e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 18192 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65420 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 52776 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318082 members 
Mstep: Class 10 contains 22193 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 99233 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 178854 members 
Mstep: Class 16 contains 3597 members 
Mstep: Class 17 contains 33092 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61800 members 
Mstep: Class 22 contains 30048 members 
Mstep: Class 24 contains 36979 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.146963e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 9251 members 
Mstep: Class 3 contains 18189 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65411 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 52764 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318108 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16781 members 
Mstep: Class 13 contains 99217 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 178860 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33079 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61619 members 
Mstep: Class 22 contains 30232 members 
Mstep: Class 24 contains 36973 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.146964e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 9253 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65406 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 52762 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318076 members 
Mstep: Class 10 contains 22186 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 99200 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 178879 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33081 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61458 members 
Mstep: Class 22 contains 30412 members 
Mstep: Class 24 contains 36973 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.146966e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 9260 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65398 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 52754 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318045 members 
Mstep: Class 10 contains 22186 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99186 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 15 contains 178902 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33078 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61311 members 
Mstep: Class 22 contains 30583 members 
Mstep: Class 24 contains 36975 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.146965e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 18179 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65396 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 52739 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318076 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99171 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 178916 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33074 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61160 members 
Mstep: Class 22 contains 30717 members 
Mstep: Class 24 contains 36971 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.146994e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 9269 members 
Mstep: Class 3 contains 18175 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65401 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 52726 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318094 members 
Mstep: Class 10 contains 22192 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99160 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 178929 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 61029 members 
Mstep: Class 22 contains 30835 members 
Mstep: Class 24 contains 36971 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.146995e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 9275 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65405 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 52712 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318102 members 
Mstep: Class 10 contains 22191 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99146 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 178950 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33062 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60919 members 
Mstep: Class 22 contains 30937 members 
Mstep: Class 24 contains 36972 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.146996e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65405 members 
Mstep: Class 6 contains 8260 members 
Mstep: Class 7 contains 52702 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318107 members 
Mstep: Class 10 contains 22190 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 99141 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 178976 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33063 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60805 members 
Mstep: Class 22 contains 31024 members 
Mstep: Class 24 contains 36977 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.146996e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65403 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 52700 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318136 members 
Mstep: Class 10 contains 22186 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 99143 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 178989 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33062 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60690 members 
Mstep: Class 22 contains 31091 members 
Mstep: Class 24 contains 36983 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.146996e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65398 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 52696 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318170 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 99140 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179000 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33063 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60579 members 
Mstep: Class 22 contains 31157 members 
Mstep: Class 24 contains 36989 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.146995e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 65390 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52686 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318202 members 
Mstep: Class 10 contains 22191 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 99135 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179018 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60476 members 
Mstep: Class 22 contains 31216 members 
Mstep: Class 24 contains 36997 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.146997e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65389 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52676 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318227 members 
Mstep: Class 10 contains 22191 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 99131 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179031 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60394 members 
Mstep: Class 22 contains 31263 members 
Mstep: Class 24 contains 37004 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.146996e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65389 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 52671 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318256 members 
Mstep: Class 10 contains 22193 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99122 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179043 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33064 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60315 members 
Mstep: Class 22 contains 31305 members 
Mstep: Class 24 contains 37007 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.146995e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65384 members 
Mstep: Class 6 contains 8259 members 
Mstep: Class 7 contains 52665 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318272 members 
Mstep: Class 10 contains 22189 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99110 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179056 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33064 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60260 members 
Mstep: Class 22 contains 31356 members 
Mstep: Class 24 contains 37006 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.146994e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9285 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65383 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52659 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318277 members 
Mstep: Class 10 contains 22189 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 99102 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179070 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60212 members 
Mstep: Class 22 contains 31394 members 
Mstep: Class 24 contains 37008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699464.000000 Penalty: 78900.445312
Iteration 110Q: 24 clusters Score -1.146995e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65383 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52648 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318290 members 
Mstep: Class 10 contains 22185 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 99096 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179075 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60176 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 24 contains 37010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699448.000000 Penalty: 78900.445312
Iteration 111Q: 24 clusters Score -1.146994e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9288 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65381 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52645 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318311 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16796 members 
Mstep: Class 13 contains 99096 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179076 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60141 members 
Mstep: Class 22 contains 31443 members 
Mstep: Class 24 contains 37012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699368.000000 Penalty: 78900.445312
Iteration 112Q: 24 clusters Score -1.146994e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9291 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52646 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318329 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16796 members 
Mstep: Class 13 contains 99093 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179074 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60111 members 
Mstep: Class 22 contains 31459 members 
Mstep: Class 24 contains 37015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699384.000000 Penalty: 78900.445312
Iteration 113Q: 24 clusters Score -1.146994e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52649 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318339 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 99095 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179076 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60072 members 
Mstep: Class 22 contains 31474 members 
Mstep: Class 24 contains 37019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699416.000000 Penalty: 78900.445312
Iteration 114Q: 24 clusters Score -1.146994e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52648 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318353 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 99095 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179086 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60039 members 
Mstep: Class 22 contains 31484 members 
Mstep: Class 24 contains 37019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699456.000000 Penalty: 78900.445312
Iteration 115Q: 24 clusters Score -1.146995e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 9298 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52645 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318366 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99094 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179095 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 60019 members 
Mstep: Class 22 contains 31491 members 
Mstep: Class 24 contains 37014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699456.000000 Penalty: 78900.445312
Iteration 116Q: 24 clusters Score -1.146995e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 9299 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52644 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318374 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99094 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179101 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 59999 members 
Mstep: Class 22 contains 31498 members 
Mstep: Class 24 contains 37012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699400.000000 Penalty: 78900.445312
Iteration 117Q: 24 clusters Score -1.146994e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52643 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318377 members 
Mstep: Class 10 contains 22182 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 99093 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179104 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 59989 members 
Mstep: Class 22 contains 31503 members 
Mstep: Class 24 contains 37011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114699384.000000 Penalty: 78900.445312
Iteration 118Q: 24 clusters Score -1.146994e+08 nChanged 34
Entering ConstructFrom: 
Score: -114699384.000000 Penalty: 78900.445312
Entering ConstructFrom: 
Trying to split cluster 1 (54601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Entering Unmasked Estep 
Score: -6374896.000000 Penalty: 2705.136230
	Iteration 0F: 2 clusters Score -6374896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -6338230.000000 Penalty: 5410.272461
	Iteration 0F: 3 clusters Score -6338230 nChanged 25234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -6352287.500000 Penalty: 5410.272461
	Iteration 1F: 3 clusters Score -6352288 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6352886.000000 Penalty: 5410.272461
	Iteration 2Q: 3 clusters Score -6352886 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -6353537.500000 Penalty: 5410.272461
	Iteration 3Q: 3 clusters Score -6353538 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6354276.000000 Penalty: 5410.272461
	Iteration 4Q: 3 clusters Score -6354276 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6355288.500000 Penalty: 5410.272461
	Iteration 5Q: 3 clusters Score -6355288 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -6356482.000000 Penalty: 5410.272461
	Iteration 6Q: 3 clusters Score -6356482 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6358017.000000 Penalty: 5410.272461
	Iteration 7Q: 3 clusters Score -6358017 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -6359914.000000 Penalty: 5410.272461
	Iteration 8F: 3 clusters Score -6359914 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -6362005.000000 Penalty: 5410.272461
	Iteration 9F: 3 clusters Score -6362005 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -6364274.000000 Penalty: 5410.272461
	Iteration 10F: 3 clusters Score -6364274 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6366591.000000 Penalty: 5410.272461
	Iteration 11F: 3 clusters Score -6366591 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6368578.000000 Penalty: 5410.272461
	Iteration 12Q: 3 clusters Score -6368578 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6369900.000000 Penalty: 5410.272461
	Iteration 13Q: 3 clusters Score -6369900 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -6370830.500000 Penalty: 5410.272461
	Iteration 14Q: 3 clusters Score -6370830 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -6371360.500000 Penalty: 5410.272461
	Iteration 15Q: 3 clusters Score -6371360 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -6371689.000000 Penalty: 5410.272461
	Iteration 16Q: 3 clusters Score -6371689 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6371950.500000 Penalty: 5410.272461
	Iteration 17Q: 3 clusters Score -6371950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6372137.000000 Penalty: 5410.272461
	Iteration 18Q: 3 clusters Score -6372137 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -6372280.000000 Penalty: 5410.272461
	Iteration 19Q: 3 clusters Score -6372280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -6372398.000000 Penalty: 5410.272461
	Iteration 20F: 3 clusters Score -6372398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -6372478.500000 Penalty: 5410.272461
	Iteration 21Q: 3 clusters Score -6372478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -6372534.500000 Penalty: 5410.272461
	Iteration 22Q: 3 clusters Score -6372534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6372584.000000 Penalty: 5410.272461
	Iteration 23Q: 3 clusters Score -6372584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -6372617.500000 Penalty: 5410.272461
	Iteration 24Q: 3 clusters Score -6372618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -6372657.000000 Penalty: 5410.272461
	Iteration 25Q: 3 clusters Score -6372657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6372687.000000 Penalty: 5410.272461
	Iteration 26Q: 3 clusters Score -6372687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -6372712.000000 Penalty: 5410.272461
	Iteration 27Q: 3 clusters Score -6372712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -6372729.500000 Penalty: 5410.272461
	Iteration 28Q: 3 clusters Score -6372730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -6372747.500000 Penalty: 5410.272461
	Iteration 29Q: 3 clusters Score -6372748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -6372746.000000 Penalty: 5410.272461
	Iteration 30Q: 3 clusters Score -6372746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -6372752.000000 Penalty: 5410.272461
	Iteration 31Q: 3 clusters Score -6372752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6372760.500000 Penalty: 5410.272461
	Iteration 32Q: 3 clusters Score -6372760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -6372764.500000 Penalty: 5410.272461
	Iteration 33Q: 3 clusters Score -6372764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -6372760.500000 Penalty: 5410.272461
	Iteration 34Q: 3 clusters Score -6372760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -6372761.000000 Penalty: 5410.272461
	Iteration 35Q: 3 clusters Score -6372761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -6372768.500000 Penalty: 5410.272461
	Iteration 36Q: 3 clusters Score -6372768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -6372763.000000 Penalty: 5410.272461
	Iteration 37Q: 3 clusters Score -6372763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6372762.000000 Penalty: 5410.272461
	Iteration 38Q: 3 clusters Score -6372762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -6372772.000000 Penalty: 5410.272461
	Iteration 39Q: 3 clusters Score -6372772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -6372770.000000 Penalty: 5410.272461
	Iteration 40F: 3 clusters Score -6372770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -6372767.000000 Penalty: 5410.272461
	Iteration 41Q: 3 clusters Score -6372767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -6372772.000000 Penalty: 5410.272461
	Iteration 42Q: 3 clusters Score -6372772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -6372768.500000 Penalty: 5410.272461
	Iteration 43Q: 3 clusters Score -6372768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -6372768.500000 Penalty: 5410.272461
	Iteration 44F: 3 clusters Score -6372768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1046957.625000 Penalty: 2266.300293
	Iteration 0F: 2 clusters Score -1046958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1039675.375000 Penalty: 4532.600586
	Iteration 0F: 3 clusters Score -1039675 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1041774.562500 Penalty: 4532.600586
	Iteration 1F: 3 clusters Score -1041775 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1042072.937500 Penalty: 4532.600586
	Iteration 2F: 3 clusters Score -1042073 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1042305.562500 Penalty: 4532.600586
	Iteration 3F: 3 clusters Score -1042306 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1042491.625000 Penalty: 4532.600586
	Iteration 4Q: 3 clusters Score -1042492 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1042640.875000 Penalty: 4532.600586
	Iteration 5Q: 3 clusters Score -1042641 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1042773.562500 Penalty: 4532.600586
	Iteration 6Q: 3 clusters Score -1042774 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1042888.312500 Penalty: 4532.600586
	Iteration 7Q: 3 clusters Score -1042888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1042986.937500 Penalty: 4532.600586
	Iteration 8Q: 3 clusters Score -1042987 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1043082.062500 Penalty: 4532.600586
	Iteration 9Q: 3 clusters Score -1043082 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1043176.187500 Penalty: 4532.600586
	Iteration 10Q: 3 clusters Score -1043176 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1043264.687500 Penalty: 4532.600586
	Iteration 11Q: 3 clusters Score -1043265 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1043371.312500 Penalty: 4532.600586
	Iteration 12Q: 3 clusters Score -1043371 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1043453.375000 Penalty: 4532.600586
	Iteration 13Q: 3 clusters Score -1043453 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1043529.562500 Penalty: 4532.600586
	Iteration 14Q: 3 clusters Score -1043530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1043587.937500 Penalty: 4532.600586
	Iteration 15Q: 3 clusters Score -1043588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1043641.375000 Penalty: 4532.600586
	Iteration 16Q: 3 clusters Score -1043641 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1043693.062500 Penalty: 4532.600586
	Iteration 17Q: 3 clusters Score -1043693 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1043745.000000 Penalty: 4532.600586
	Iteration 18Q: 3 clusters Score -1043745 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1043787.875000 Penalty: 4532.600586
	Iteration 19Q: 3 clusters Score -1043788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1043832.000000 Penalty: 4532.600586
	Iteration 20F: 3 clusters Score -1043832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1043878.687500 Penalty: 4532.600586
	Iteration 21Q: 3 clusters Score -1043879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1043929.750000 Penalty: 4532.600586
	Iteration 22Q: 3 clusters Score -1043930 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1043985.312500 Penalty: 4532.600586
	Iteration 23Q: 3 clusters Score -1043985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1044038.437500 Penalty: 4532.600586
	Iteration 24Q: 3 clusters Score -1044038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1044079.937500 Penalty: 4532.600586
	Iteration 25Q: 3 clusters Score -1044080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1044118.187500 Penalty: 4532.600586
	Iteration 26Q: 3 clusters Score -1044118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1044145.875000 Penalty: 4532.600586
	Iteration 27Q: 3 clusters Score -1044146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1044169.437500 Penalty: 4532.600586
	Iteration 28Q: 3 clusters Score -1044169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1044207.062500 Penalty: 4532.600586
	Iteration 29Q: 3 clusters Score -1044207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1044242.187500 Penalty: 4532.600586
	Iteration 30Q: 3 clusters Score -1044242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1044265.562500 Penalty: 4532.600586
	Iteration 31Q: 3 clusters Score -1044266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1044293.312500 Penalty: 4532.600586
	Iteration 32Q: 3 clusters Score -1044293 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1044323.625000 Penalty: 4532.600586
	Iteration 33Q: 3 clusters Score -1044324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1044350.625000 Penalty: 4532.600586
	Iteration 34Q: 3 clusters Score -1044351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1044375.125000 Penalty: 4532.600586
	Iteration 35Q: 3 clusters Score -1044375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1044392.312500 Penalty: 4532.600586
	Iteration 36Q: 3 clusters Score -1044392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1044414.875000 Penalty: 4532.600586
	Iteration 37Q: 3 clusters Score -1044415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1044430.312500 Penalty: 4532.600586
	Iteration 38Q: 3 clusters Score -1044430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1044448.562500 Penalty: 4532.600586
	Iteration 39Q: 3 clusters Score -1044449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1044459.375000 Penalty: 4532.600586
	Iteration 40F: 3 clusters Score -1044459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1044472.625000 Penalty: 4532.600586
	Iteration 41Q: 3 clusters Score -1044473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1044482.250000 Penalty: 4532.600586
	Iteration 42Q: 3 clusters Score -1044482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1044496.750000 Penalty: 4532.600586
	Iteration 43Q: 3 clusters Score -1044497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1044516.687500 Penalty: 4532.600586
	Iteration 44Q: 3 clusters Score -1044517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1044529.937500 Penalty: 4532.600586
	Iteration 45Q: 3 clusters Score -1044530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1044545.500000 Penalty: 4532.600586
	Iteration 46Q: 3 clusters Score -1044546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1044560.625000 Penalty: 4532.600586
	Iteration 47Q: 3 clusters Score -1044561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1044573.625000 Penalty: 4532.600586
	Iteration 48Q: 3 clusters Score -1044574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1044586.625000 Penalty: 4532.600586
	Iteration 49Q: 3 clusters Score -1044587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1044594.187500 Penalty: 4532.600586
	Iteration 50Q: 3 clusters Score -1044594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1044605.250000 Penalty: 4532.600586
	Iteration 51Q: 3 clusters Score -1044605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1044615.375000 Penalty: 4532.600586
	Iteration 52Q: 3 clusters Score -1044615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1044630.250000 Penalty: 4532.600586
	Iteration 53Q: 3 clusters Score -1044630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1044643.937500 Penalty: 4532.600586
	Iteration 54Q: 3 clusters Score -1044644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1044651.000000 Penalty: 4532.600586
	Iteration 55Q: 3 clusters Score -1044651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1044662.250000 Penalty: 4532.600586
	Iteration 56Q: 3 clusters Score -1044662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1044676.625000 Penalty: 4532.600586
	Iteration 57Q: 3 clusters Score -1044677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1044686.812500 Penalty: 4532.600586
	Iteration 58Q: 3 clusters Score -1044687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1044698.875000 Penalty: 4532.600586
	Iteration 59Q: 3 clusters Score -1044699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1044705.562500 Penalty: 4532.600586
	Iteration 60F: 3 clusters Score -1044706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1044714.000000 Penalty: 4532.600586
	Iteration 61Q: 3 clusters Score -1044714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1044722.000000 Penalty: 4532.600586
	Iteration 62Q: 3 clusters Score -1044722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1044726.562500 Penalty: 4532.600586
	Iteration 63Q: 3 clusters Score -1044727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1044733.125000 Penalty: 4532.600586
	Iteration 64Q: 3 clusters Score -1044733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1044744.437500 Penalty: 4532.600586
	Iteration 65Q: 3 clusters Score -1044744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1044755.000000 Penalty: 4532.600586
	Iteration 66Q: 3 clusters Score -1044755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1044760.000000 Penalty: 4532.600586
	Iteration 67Q: 3 clusters Score -1044760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1044763.562500 Penalty: 4532.600586
	Iteration 68Q: 3 clusters Score -1044764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1044771.062500 Penalty: 4532.600586
	Iteration 69Q: 3 clusters Score -1044771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1044776.500000 Penalty: 4532.600586
	Iteration 70Q: 3 clusters Score -1044776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1044783.562500 Penalty: 4532.600586
	Iteration 71Q: 3 clusters Score -1044784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1044791.875000 Penalty: 4532.600586
	Iteration 72Q: 3 clusters Score -1044792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1044799.062500 Penalty: 4532.600586
	Iteration 73Q: 3 clusters Score -1044799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1044803.187500 Penalty: 4532.600586
	Iteration 74Q: 3 clusters Score -1044803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1044806.125000 Penalty: 4532.600586
	Iteration 75Q: 3 clusters Score -1044806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1044808.562500 Penalty: 4532.600586
	Iteration 76Q: 3 clusters Score -1044809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1044818.562500 Penalty: 4532.600586
	Iteration 77Q: 3 clusters Score -1044819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1044826.125000 Penalty: 4532.600586
	Iteration 78Q: 3 clusters Score -1044826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1044840.000000 Penalty: 4532.600586
	Iteration 79Q: 3 clusters Score -1044840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1044851.125000 Penalty: 4532.600586
	Iteration 80F: 3 clusters Score -1044851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1044858.625000 Penalty: 4532.600586
	Iteration 81Q: 3 clusters Score -1044859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1044865.875000 Penalty: 4532.600586
	Iteration 82Q: 3 clusters Score -1044866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1044873.562500 Penalty: 4532.600586
	Iteration 83Q: 3 clusters Score -1044874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1044882.125000 Penalty: 4532.600586
	Iteration 84Q: 3 clusters Score -1044882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1044889.750000 Penalty: 4532.600586
	Iteration 85Q: 3 clusters Score -1044890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1044894.562500 Penalty: 4532.600586
	Iteration 86Q: 3 clusters Score -1044895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1044899.062500 Penalty: 4532.600586
	Iteration 87Q: 3 clusters Score -1044899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1044904.000000 Penalty: 4532.600586
	Iteration 88Q: 3 clusters Score -1044904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1044908.812500 Penalty: 4532.600586
	Iteration 89Q: 3 clusters Score -1044909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1044916.000000 Penalty: 4532.600586
	Iteration 90Q: 3 clusters Score -1044916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1044920.437500 Penalty: 4532.600586
	Iteration 91Q: 3 clusters Score -1044920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1044925.812500 Penalty: 4532.600586
	Iteration 92Q: 3 clusters Score -1044926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1044929.687500 Penalty: 4532.600586
	Iteration 93Q: 3 clusters Score -1044930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1044933.250000 Penalty: 4532.600586
	Iteration 94Q: 3 clusters Score -1044933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1044939.500000 Penalty: 4532.600586
	Iteration 95Q: 3 clusters Score -1044940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1044941.750000 Penalty: 4532.600586
	Iteration 96Q: 3 clusters Score -1044942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1044943.625000 Penalty: 4532.600586
	Iteration 97Q: 3 clusters Score -1044944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1044945.562500 Penalty: 4532.600586
	Iteration 98Q: 3 clusters Score -1044946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1044948.562500 Penalty: 4532.600586
	Iteration 99Q: 3 clusters Score -1044949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1044952.625000 Penalty: 4532.600586
	Iteration 100F: 3 clusters Score -1044953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1044955.687500 Penalty: 4532.600586
	Iteration 101Q: 3 clusters Score -1044956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1044961.375000 Penalty: 4532.600586
	Iteration 102Q: 3 clusters Score -1044961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1044965.562500 Penalty: 4532.600586
	Iteration 103Q: 3 clusters Score -1044966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1044966.562500 Penalty: 4532.600586
	Iteration 104Q: 3 clusters Score -1044967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1044970.750000 Penalty: 4532.600586
	Iteration 105Q: 3 clusters Score -1044971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1044970.312500 Penalty: 4532.600586
	Iteration 106Q: 3 clusters Score -1044970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1044968.937500 Penalty: 4532.600586
	Iteration 107Q: 3 clusters Score -1044969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1044970.812500 Penalty: 4532.600586
	Iteration 108Q: 3 clusters Score -1044971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1044972.062500 Penalty: 4532.600586
	Iteration 109Q: 3 clusters Score -1044972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1044973.812500 Penalty: 4532.600586
	Iteration 110Q: 3 clusters Score -1044974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1044972.812500 Penalty: 4532.600586
	Iteration 111Q: 3 clusters Score -1044973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1044972.562500 Penalty: 4532.600586
	Iteration 112Q: 3 clusters Score -1044973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1044975.187500 Penalty: 4532.600586
	Iteration 113Q: 3 clusters Score -1044975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1044978.437500 Penalty: 4532.600586
	Iteration 114Q: 3 clusters Score -1044978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1044981.312500 Penalty: 4532.600586
	Iteration 115Q: 3 clusters Score -1044981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1044982.437500 Penalty: 4532.600586
	Iteration 116Q: 3 clusters Score -1044982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1044983.500000 Penalty: 4532.600586
	Iteration 117Q: 3 clusters Score -1044984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1044985.812500 Penalty: 4532.600586
	Iteration 118Q: 3 clusters Score -1044986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1044985.125000 Penalty: 4532.600586
	Iteration 119Q: 3 clusters Score -1044985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1044986.125000 Penalty: 4532.600586
	Iteration 120F: 3 clusters Score -1044986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1044986.062500 Penalty: 4532.600586
	Iteration 121Q: 3 clusters Score -1044986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1044986.812500 Penalty: 4532.600586
	Iteration 122Q: 3 clusters Score -1044987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1044987.250000 Penalty: 4532.600586
	Iteration 123Q: 3 clusters Score -1044987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1044990.062500 Penalty: 4532.600586
	Iteration 124Q: 3 clusters Score -1044990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1044988.625000 Penalty: 4532.600586
	Iteration 125Q: 3 clusters Score -1044989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1044989.625000 Penalty: 4532.600586
	Iteration 126Q: 3 clusters Score -1044990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1044990.750000 Penalty: 4532.600586
	Iteration 127Q: 3 clusters Score -1044991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1044993.375000 Penalty: 4532.600586
	Iteration 128Q: 3 clusters Score -1044993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1044995.937500 Penalty: 4532.600586
	Iteration 129Q: 3 clusters Score -1044996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1044999.875000 Penalty: 4532.600586
	Iteration 130Q: 3 clusters Score -1045000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1045001.750000 Penalty: 4532.600586
	Iteration 131Q: 3 clusters Score -1045002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1045002.812500 Penalty: 4532.600586
	Iteration 132Q: 3 clusters Score -1045003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1045003.250000 Penalty: 4532.600586
	Iteration 133Q: 3 clusters Score -1045003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1045003.375000 Penalty: 4532.600586
	Iteration 134Q: 3 clusters Score -1045003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1045003.375000 Penalty: 4532.600586
	Iteration 135F: 3 clusters Score -1045003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Entering Unmasked Estep 
Score: -2110377.250000 Penalty: 2432.293945
	Iteration 0F: 2 clusters Score -2110377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2097457.750000 Penalty: 4864.587891
	Iteration 0F: 3 clusters Score -2097458 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2101904.250000 Penalty: 4864.587891
	Iteration 1F: 3 clusters Score -2101904 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2102675.500000 Penalty: 4864.587891
	Iteration 2F: 3 clusters Score -2102676 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2103614.250000 Penalty: 4864.587891
	Iteration 3F: 3 clusters Score -2103614 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2104568.750000 Penalty: 4864.587891
	Iteration 4F: 3 clusters Score -2104569 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2105414.000000 Penalty: 4864.587891
	Iteration 5F: 3 clusters Score -2105414 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2106228.250000 Penalty: 4864.587891
	Iteration 6F: 3 clusters Score -2106228 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2106926.500000 Penalty: 4864.587891
	Iteration 7F: 3 clusters Score -2106926 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2107416.000000 Penalty: 4864.587891
	Iteration 8Q: 3 clusters Score -2107416 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2107794.250000 Penalty: 4864.587891
	Iteration 9Q: 3 clusters Score -2107794 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2108095.250000 Penalty: 4864.587891
	Iteration 10Q: 3 clusters Score -2108095 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2108351.000000 Penalty: 4864.587891
	Iteration 11Q: 3 clusters Score -2108351 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2108567.500000 Penalty: 4864.587891
	Iteration 12Q: 3 clusters Score -2108568 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2108744.250000 Penalty: 4864.587891
	Iteration 13Q: 3 clusters Score -2108744 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2108842.750000 Penalty: 4864.587891
	Iteration 14Q: 3 clusters Score -2108843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2108936.000000 Penalty: 4864.587891
	Iteration 15Q: 3 clusters Score -2108936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2108970.000000 Penalty: 4864.587891
	Iteration 16Q: 3 clusters Score -2108970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2109011.000000 Penalty: 4864.587891
	Iteration 17Q: 3 clusters Score -2109011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2109039.500000 Penalty: 4864.587891
	Iteration 18Q: 3 clusters Score -2109040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2109071.250000 Penalty: 4864.587891
	Iteration 19Q: 3 clusters Score -2109071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2109090.000000 Penalty: 4864.587891
	Iteration 20F: 3 clusters Score -2109090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2109102.250000 Penalty: 4864.587891
	Iteration 21Q: 3 clusters Score -2109102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2109119.000000 Penalty: 4864.587891
	Iteration 22Q: 3 clusters Score -2109119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2109135.250000 Penalty: 4864.587891
	Iteration 23Q: 3 clusters Score -2109135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2109147.250000 Penalty: 4864.587891
	Iteration 24Q: 3 clusters Score -2109147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2109150.750000 Penalty: 4864.587891
	Iteration 25Q: 3 clusters Score -2109151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2109153.750000 Penalty: 4864.587891
	Iteration 26Q: 3 clusters Score -2109154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2109157.000000 Penalty: 4864.587891
	Iteration 27Q: 3 clusters Score -2109157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2109157.500000 Penalty: 4864.587891
	Iteration 28Q: 3 clusters Score -2109158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2109160.500000 Penalty: 4864.587891
	Iteration 29Q: 3 clusters Score -2109160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2109162.500000 Penalty: 4864.587891
	Iteration 30Q: 3 clusters Score -2109162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2109164.500000 Penalty: 4864.587891
	Iteration 31Q: 3 clusters Score -2109164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2109167.250000 Penalty: 4864.587891
	Iteration 32Q: 3 clusters Score -2109167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2109172.250000 Penalty: 4864.587891
	Iteration 33Q: 3 clusters Score -2109172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2109170.250000 Penalty: 4864.587891
	Iteration 34Q: 3 clusters Score -2109170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2109172.250000 Penalty: 4864.587891
	Iteration 35Q: 3 clusters Score -2109172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2109172.000000 Penalty: 4864.587891
	Iteration 36Q: 3 clusters Score -2109172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2109172.000000 Penalty: 4864.587891
	Iteration 37F: 3 clusters Score -2109172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -115201.140625 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -115201.1 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 555 members 
Entering Unmasked Estep 
Score: -113265.664062 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -113265.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113737.500000 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -113737.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113960.390625 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -113960.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114157.437500 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -114157.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -114336.703125 Penalty: 3488.619141
	Iteration 4F: 3 clusters Score -114336.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114437.632812 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -114437.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114501.187500 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -114501.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114581.765625 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -114581.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114691.359375 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -114691.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114739.296875 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -114739.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114794.359375 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -114794.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114856.242188 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -114856.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114900.968750 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -114901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114943.218750 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -114943.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114988.882812 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -114988.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -115011.992188 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -115012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -115029.992188 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -115030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115047.921875 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -115047.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115060.226562 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -115060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -115066.476562 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -115066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115069.093750 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -115069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115073.656250 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -115073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115076.023438 Penalty: 3488.619141
	Iteration 22Q: 3 clusters Score -115076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115077.968750 Penalty: 3488.619141
	Iteration 23Q: 3 clusters Score -115078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115121.218750 Penalty: 3488.619141
	Iteration 24Q: 3 clusters Score -115121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115140.359375 Penalty: 3488.619141
	Iteration 25Q: 3 clusters Score -115140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115192.835938 Penalty: 3488.619141
	Iteration 26Q: 3 clusters Score -115192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115256.960938 Penalty: 3488.619141
	Iteration 27Q: 3 clusters Score -115257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115277.695312 Penalty: 3488.619141
	Iteration 28Q: 3 clusters Score -115277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115292.062500 Penalty: 3488.619141
	Iteration 29Q: 3 clusters Score -115292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115308.898438 Penalty: 3488.619141
	Iteration 30Q: 3 clusters Score -115308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115323.078125 Penalty: 3488.619141
	Iteration 31Q: 3 clusters Score -115323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115327.781250 Penalty: 3488.619141
	Iteration 32Q: 3 clusters Score -115327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115337.539062 Penalty: 3488.619141
	Iteration 33Q: 3 clusters Score -115337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115339.796875 Penalty: 3488.619141
	Iteration 34Q: 3 clusters Score -115339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115339.796875 Penalty: 3488.619141
	Iteration 35F: 3 clusters Score -115339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52639 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 318378 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 99092 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179109 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 37011 members 
Entering Unmasked Estep 
Score: -114697744.000000 Penalty: 82330.898438
Splitting cluster 4 changes total score from -114699384.000000 to -114697744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (65377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Entering Unmasked Estep 
Score: -7624826.500000 Penalty: 2749.805664
	Iteration 0F: 2 clusters Score -7624826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -7581147.000000 Penalty: 5499.611328
	Iteration 0F: 3 clusters Score -7581147 nChanged 30415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -7597872.000000 Penalty: 5499.611328
	Iteration 1F: 3 clusters Score -7597872 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -7598411.000000 Penalty: 5499.611328
	Iteration 2Q: 3 clusters Score -7598411 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -7598887.500000 Penalty: 5499.611328
	Iteration 3Q: 3 clusters Score -7598888 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -7599281.500000 Penalty: 5499.611328
	Iteration 4Q: 3 clusters Score -7599282 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -7599695.500000 Penalty: 5499.611328
	Iteration 5Q: 3 clusters Score -7599696 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -7600102.000000 Penalty: 5499.611328
	Iteration 6Q: 3 clusters Score -7600102 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -7600544.000000 Penalty: 5499.611328
	Iteration 7Q: 3 clusters Score -7600544 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -7600966.000000 Penalty: 5499.611328
	Iteration 8Q: 3 clusters Score -7600966 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7601455.500000 Penalty: 5499.611328
	Iteration 9Q: 3 clusters Score -7601456 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -7602112.500000 Penalty: 5499.611328
	Iteration 10Q: 3 clusters Score -7602112 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -7602852.500000 Penalty: 5499.611328
	Iteration 11Q: 3 clusters Score -7602852 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7603981.500000 Penalty: 5499.611328
	Iteration 12Q: 3 clusters Score -7603982 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -7605496.500000 Penalty: 5499.611328
	Iteration 13Q: 3 clusters Score -7605496 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -7607591.000000 Penalty: 5499.611328
	Iteration 14F: 3 clusters Score -7607591 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -7610154.000000 Penalty: 5499.611328
	Iteration 15F: 3 clusters Score -7610154 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -7613061.500000 Penalty: 5499.611328
	Iteration 16F: 3 clusters Score -7613062 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -7615933.000000 Penalty: 5499.611328
	Iteration 17F: 3 clusters Score -7615933 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -7618212.000000 Penalty: 5499.611328
	Iteration 18Q: 3 clusters Score -7618212 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7619840.000000 Penalty: 5499.611328
	Iteration 19Q: 3 clusters Score -7619840 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7620950.500000 Penalty: 5499.611328
	Iteration 20F: 3 clusters Score -7620950 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7621571.500000 Penalty: 5499.611328
	Iteration 21Q: 3 clusters Score -7621572 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7621881.000000 Penalty: 5499.611328
	Iteration 22Q: 3 clusters Score -7621881 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7622066.000000 Penalty: 5499.611328
	Iteration 23Q: 3 clusters Score -7622066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7622186.000000 Penalty: 5499.611328
	Iteration 24Q: 3 clusters Score -7622186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7622258.500000 Penalty: 5499.611328
	Iteration 25Q: 3 clusters Score -7622258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7622291.000000 Penalty: 5499.611328
	Iteration 26Q: 3 clusters Score -7622291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7622310.500000 Penalty: 5499.611328
	Iteration 27Q: 3 clusters Score -7622310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7622333.500000 Penalty: 5499.611328
	Iteration 28Q: 3 clusters Score -7622334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7622377.500000 Penalty: 5499.611328
	Iteration 29Q: 3 clusters Score -7622378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7622396.500000 Penalty: 5499.611328
	Iteration 30Q: 3 clusters Score -7622396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7622417.000000 Penalty: 5499.611328
	Iteration 31Q: 3 clusters Score -7622417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7622430.500000 Penalty: 5499.611328
	Iteration 32Q: 3 clusters Score -7622430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7622435.500000 Penalty: 5499.611328
	Iteration 33Q: 3 clusters Score -7622436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7622434.500000 Penalty: 5499.611328
	Iteration 34Q: 3 clusters Score -7622434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7622442.500000 Penalty: 5499.611328
	Iteration 35Q: 3 clusters Score -7622442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7622465.000000 Penalty: 5499.611328
	Iteration 36Q: 3 clusters Score -7622465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7622485.500000 Penalty: 5499.611328
	Iteration 37Q: 3 clusters Score -7622486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7622480.000000 Penalty: 5499.611328
	Iteration 38Q: 3 clusters Score -7622480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7622494.000000 Penalty: 5499.611328
	Iteration 39Q: 3 clusters Score -7622494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7622493.500000 Penalty: 5499.611328
	Iteration 40F: 3 clusters Score -7622494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7622494.000000 Penalty: 5499.611328
	Iteration 41Q: 3 clusters Score -7622494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7622496.500000 Penalty: 5499.611328
	Iteration 42Q: 3 clusters Score -7622496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7622494.000000 Penalty: 5499.611328
	Iteration 43Q: 3 clusters Score -7622494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7622493.000000 Penalty: 5499.611328
	Iteration 44Q: 3 clusters Score -7622493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7622493.000000 Penalty: 5499.611328
	Iteration 45F: 3 clusters Score -7622493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Entering Unmasked Estep 
Score: -945753.687500 Penalty: 2236.666504
	Iteration 0F: 2 clusters Score -945753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -939162.812500 Penalty: 4473.333008
	Iteration 0F: 3 clusters Score -939162.8 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -940859.125000 Penalty: 4473.333008
	Iteration 1F: 3 clusters Score -940859.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -941160.500000 Penalty: 4473.333008
	Iteration 2F: 3 clusters Score -941160.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -941380.562500 Penalty: 4473.333008
	Iteration 3F: 3 clusters Score -941380.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -941543.875000 Penalty: 4473.333008
	Iteration 4Q: 3 clusters Score -941543.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -941699.812500 Penalty: 4473.333008
	Iteration 5Q: 3 clusters Score -941699.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -941858.812500 Penalty: 4473.333008
	Iteration 6Q: 3 clusters Score -941858.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -942011.625000 Penalty: 4473.333008
	Iteration 7Q: 3 clusters Score -942011.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -942165.375000 Penalty: 4473.333008
	Iteration 8Q: 3 clusters Score -942165.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -942349.750000 Penalty: 4473.333008
	Iteration 9Q: 3 clusters Score -942349.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -942575.000000 Penalty: 4473.333008
	Iteration 10Q: 3 clusters Score -942575 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -942855.312500 Penalty: 4473.333008
	Iteration 11Q: 3 clusters Score -942855.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -943182.687500 Penalty: 4473.333008
	Iteration 12Q: 3 clusters Score -943182.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -943495.187500 Penalty: 4473.333008
	Iteration 13Q: 3 clusters Score -943495.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -943763.312500 Penalty: 4473.333008
	Iteration 14Q: 3 clusters Score -943763.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -943980.500000 Penalty: 4473.333008
	Iteration 15Q: 3 clusters Score -943980.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -944100.437500 Penalty: 4473.333008
	Iteration 16Q: 3 clusters Score -944100.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -944170.062500 Penalty: 4473.333008
	Iteration 17Q: 3 clusters Score -944170.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -944225.500000 Penalty: 4473.333008
	Iteration 18Q: 3 clusters Score -944225.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -944262.000000 Penalty: 4473.333008
	Iteration 19Q: 3 clusters Score -944262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -944287.750000 Penalty: 4473.333008
	Iteration 20F: 3 clusters Score -944287.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -944305.062500 Penalty: 4473.333008
	Iteration 21Q: 3 clusters Score -944305.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -944313.687500 Penalty: 4473.333008
	Iteration 22Q: 3 clusters Score -944313.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -944323.312500 Penalty: 4473.333008
	Iteration 23Q: 3 clusters Score -944323.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -944322.437500 Penalty: 4473.333008
	Iteration 24Q: 3 clusters Score -944322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -944324.750000 Penalty: 4473.333008
	Iteration 25Q: 3 clusters Score -944324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -944328.437500 Penalty: 4473.333008
	Iteration 26Q: 3 clusters Score -944328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -944329.000000 Penalty: 4473.333008
	Iteration 27Q: 3 clusters Score -944329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -944330.312500 Penalty: 4473.333008
	Iteration 28Q: 3 clusters Score -944330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -944332.625000 Penalty: 4473.333008
	Iteration 29Q: 3 clusters Score -944332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -944334.625000 Penalty: 4473.333008
	Iteration 30Q: 3 clusters Score -944334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -944333.812500 Penalty: 4473.333008
	Iteration 31Q: 3 clusters Score -944333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -944333.062500 Penalty: 4473.333008
	Iteration 32Q: 3 clusters Score -944333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -944334.562500 Penalty: 4473.333008
	Iteration 33Q: 3 clusters Score -944334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -944334.625000 Penalty: 4473.333008
	Iteration 34Q: 3 clusters Score -944334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -944337.250000 Penalty: 4473.333008
	Iteration 35Q: 3 clusters Score -944337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -944338.937500 Penalty: 4473.333008
	Iteration 36Q: 3 clusters Score -944338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -944339.437500 Penalty: 4473.333008
	Iteration 37Q: 3 clusters Score -944339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -944340.187500 Penalty: 4473.333008
	Iteration 38Q: 3 clusters Score -944340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -944340.062500 Penalty: 4473.333008
	Iteration 39Q: 3 clusters Score -944340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -944343.187500 Penalty: 4473.333008
	Iteration 40F: 3 clusters Score -944343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -944344.125000 Penalty: 4473.333008
	Iteration 41Q: 3 clusters Score -944344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -944344.125000 Penalty: 4473.333008
	Iteration 42F: 3 clusters Score -944344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Entering Unmasked Estep 
Score: -6134216.500000 Penalty: 2696.060791
	Iteration 0F: 2 clusters Score -6134216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6098989.500000 Penalty: 5392.121582
	Iteration 0F: 3 clusters Score -6098990 nChanged 24191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6112352.000000 Penalty: 5392.121582
	Iteration 1F: 3 clusters Score -6112352 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6112832.000000 Penalty: 5392.121582
	Iteration 2Q: 3 clusters Score -6112832 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6113231.000000 Penalty: 5392.121582
	Iteration 3Q: 3 clusters Score -6113231 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -6113584.500000 Penalty: 5392.121582
	Iteration 4Q: 3 clusters Score -6113584 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -6113870.000000 Penalty: 5392.121582
	Iteration 5Q: 3 clusters Score -6113870 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -6114170.500000 Penalty: 5392.121582
	Iteration 6Q: 3 clusters Score -6114170 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6114546.500000 Penalty: 5392.121582
	Iteration 7Q: 3 clusters Score -6114546 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6114923.000000 Penalty: 5392.121582
	Iteration 8Q: 3 clusters Score -6114923 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -6115388.500000 Penalty: 5392.121582
	Iteration 9Q: 3 clusters Score -6115388 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6116062.500000 Penalty: 5392.121582
	Iteration 10Q: 3 clusters Score -6116062 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6116977.500000 Penalty: 5392.121582
	Iteration 11Q: 3 clusters Score -6116978 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -6118323.500000 Penalty: 5392.121582
	Iteration 12Q: 3 clusters Score -6118324 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6120057.500000 Penalty: 5392.121582
	Iteration 13Q: 3 clusters Score -6120058 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -6122109.500000 Penalty: 5392.121582
	Iteration 14F: 3 clusters Score -6122110 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -6124119.500000 Penalty: 5392.121582
	Iteration 15F: 3 clusters Score -6124120 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -6125755.500000 Penalty: 5392.121582
	Iteration 16Q: 3 clusters Score -6125756 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -6126940.500000 Penalty: 5392.121582
	Iteration 17Q: 3 clusters Score -6126940 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -6127825.000000 Penalty: 5392.121582
	Iteration 18Q: 3 clusters Score -6127825 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -6128552.500000 Penalty: 5392.121582
	Iteration 19Q: 3 clusters Score -6128552 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -6129163.000000 Penalty: 5392.121582
	Iteration 20F: 3 clusters Score -6129163 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6129612.000000 Penalty: 5392.121582
	Iteration 21Q: 3 clusters Score -6129612 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -6129924.000000 Penalty: 5392.121582
	Iteration 22Q: 3 clusters Score -6129924 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -6130135.000000 Penalty: 5392.121582
	Iteration 23Q: 3 clusters Score -6130135 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -6130332.000000 Penalty: 5392.121582
	Iteration 24Q: 3 clusters Score -6130332 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6130493.000000 Penalty: 5392.121582
	Iteration 25Q: 3 clusters Score -6130493 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -6130660.500000 Penalty: 5392.121582
	Iteration 26Q: 3 clusters Score -6130660 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -6130761.000000 Penalty: 5392.121582
	Iteration 27Q: 3 clusters Score -6130761 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -6130843.000000 Penalty: 5392.121582
	Iteration 28Q: 3 clusters Score -6130843 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -6130911.500000 Penalty: 5392.121582
	Iteration 29Q: 3 clusters Score -6130912 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6130976.500000 Penalty: 5392.121582
	Iteration 30Q: 3 clusters Score -6130976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -6131042.500000 Penalty: 5392.121582
	Iteration 31Q: 3 clusters Score -6131042 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -6131110.000000 Penalty: 5392.121582
	Iteration 32Q: 3 clusters Score -6131110 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -6131165.000000 Penalty: 5392.121582
	Iteration 33Q: 3 clusters Score -6131165 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -6131216.500000 Penalty: 5392.121582
	Iteration 34Q: 3 clusters Score -6131216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -6131272.000000 Penalty: 5392.121582
	Iteration 35Q: 3 clusters Score -6131272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6131308.500000 Penalty: 5392.121582
	Iteration 36Q: 3 clusters Score -6131308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6131367.000000 Penalty: 5392.121582
	Iteration 37Q: 3 clusters Score -6131367 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -6131424.000000 Penalty: 5392.121582
	Iteration 38Q: 3 clusters Score -6131424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6131453.500000 Penalty: 5392.121582
	Iteration 39Q: 3 clusters Score -6131454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6131486.000000 Penalty: 5392.121582
	Iteration 40F: 3 clusters Score -6131486 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6131514.000000 Penalty: 5392.121582
	Iteration 41Q: 3 clusters Score -6131514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6131545.000000 Penalty: 5392.121582
	Iteration 42Q: 3 clusters Score -6131545 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6131569.000000 Penalty: 5392.121582
	Iteration 43Q: 3 clusters Score -6131569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6131594.500000 Penalty: 5392.121582
	Iteration 44Q: 3 clusters Score -6131594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6131638.500000 Penalty: 5392.121582
	Iteration 45Q: 3 clusters Score -6131638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6131666.000000 Penalty: 5392.121582
	Iteration 46Q: 3 clusters Score -6131666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6131679.500000 Penalty: 5392.121582
	Iteration 47Q: 3 clusters Score -6131680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6131681.500000 Penalty: 5392.121582
	Iteration 48Q: 3 clusters Score -6131682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6131698.000000 Penalty: 5392.121582
	Iteration 49Q: 3 clusters Score -6131698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6131722.500000 Penalty: 5392.121582
	Iteration 50Q: 3 clusters Score -6131722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6131738.000000 Penalty: 5392.121582
	Iteration 51Q: 3 clusters Score -6131738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6131761.000000 Penalty: 5392.121582
	Iteration 52Q: 3 clusters Score -6131761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6131774.000000 Penalty: 5392.121582
	Iteration 53Q: 3 clusters Score -6131774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6131771.500000 Penalty: 5392.121582
	Iteration 54Q: 3 clusters Score -6131772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6131773.500000 Penalty: 5392.121582
	Iteration 55Q: 3 clusters Score -6131774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6131792.000000 Penalty: 5392.121582
	Iteration 56Q: 3 clusters Score -6131792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6131796.000000 Penalty: 5392.121582
	Iteration 57Q: 3 clusters Score -6131796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6131797.500000 Penalty: 5392.121582
	Iteration 58Q: 3 clusters Score -6131798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6131801.000000 Penalty: 5392.121582
	Iteration 59Q: 3 clusters Score -6131801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6131805.500000 Penalty: 5392.121582
	Iteration 60F: 3 clusters Score -6131806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6131808.500000 Penalty: 5392.121582
	Iteration 61Q: 3 clusters Score -6131808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6131807.500000 Penalty: 5392.121582
	Iteration 62Q: 3 clusters Score -6131808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6131822.000000 Penalty: 5392.121582
	Iteration 63Q: 3 clusters Score -6131822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6131836.000000 Penalty: 5392.121582
	Iteration 64Q: 3 clusters Score -6131836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6131834.500000 Penalty: 5392.121582
	Iteration 65Q: 3 clusters Score -6131834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6131835.500000 Penalty: 5392.121582
	Iteration 66Q: 3 clusters Score -6131836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6131841.500000 Penalty: 5392.121582
	Iteration 67Q: 3 clusters Score -6131842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6131833.000000 Penalty: 5392.121582
	Iteration 68Q: 3 clusters Score -6131833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6131840.500000 Penalty: 5392.121582
	Iteration 69Q: 3 clusters Score -6131840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6131844.000000 Penalty: 5392.121582
	Iteration 70Q: 3 clusters Score -6131844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6131838.500000 Penalty: 5392.121582
	Iteration 71Q: 3 clusters Score -6131838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6131841.500000 Penalty: 5392.121582
	Iteration 72Q: 3 clusters Score -6131842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6131839.000000 Penalty: 5392.121582
	Iteration 73Q: 3 clusters Score -6131839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6131846.500000 Penalty: 5392.121582
	Iteration 74Q: 3 clusters Score -6131846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6131855.500000 Penalty: 5392.121582
	Iteration 75Q: 3 clusters Score -6131856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6131855.000000 Penalty: 5392.121582
	Iteration 76Q: 3 clusters Score -6131855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6131857.000000 Penalty: 5392.121582
	Iteration 77Q: 3 clusters Score -6131857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6131848.000000 Penalty: 5392.121582
	Iteration 78Q: 3 clusters Score -6131848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6131847.500000 Penalty: 5392.121582
	Iteration 79Q: 3 clusters Score -6131848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6131853.500000 Penalty: 5392.121582
	Iteration 80F: 3 clusters Score -6131854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6131851.000000 Penalty: 5392.121582
	Iteration 81Q: 3 clusters Score -6131851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6131851.000000 Penalty: 5392.121582
	Iteration 82Q: 3 clusters Score -6131851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6131849.000000 Penalty: 5392.121582
	Iteration 83Q: 3 clusters Score -6131849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6131850.000000 Penalty: 5392.121582
	Iteration 84Q: 3 clusters Score -6131850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6131854.000000 Penalty: 5392.121582
	Iteration 85Q: 3 clusters Score -6131854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6131858.000000 Penalty: 5392.121582
	Iteration 86Q: 3 clusters Score -6131858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6131863.500000 Penalty: 5392.121582
	Iteration 87Q: 3 clusters Score -6131864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6131863.500000 Penalty: 5392.121582
	Iteration 88Q: 3 clusters Score -6131864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6131873.000000 Penalty: 5392.121582
	Iteration 89Q: 3 clusters Score -6131873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6131864.000000 Penalty: 5392.121582
	Iteration 90Q: 3 clusters Score -6131864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6131872.500000 Penalty: 5392.121582
	Iteration 91Q: 3 clusters Score -6131872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6131873.000000 Penalty: 5392.121582
	Iteration 92Q: 3 clusters Score -6131873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6131880.500000 Penalty: 5392.121582
	Iteration 93Q: 3 clusters Score -6131880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6131889.000000 Penalty: 5392.121582
	Iteration 94Q: 3 clusters Score -6131889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6131888.000000 Penalty: 5392.121582
	Iteration 95Q: 3 clusters Score -6131888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6131896.000000 Penalty: 5392.121582
	Iteration 96Q: 3 clusters Score -6131896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6131906.000000 Penalty: 5392.121582
	Iteration 97Q: 3 clusters Score -6131906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6131911.500000 Penalty: 5392.121582
	Iteration 98Q: 3 clusters Score -6131912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6131921.000000 Penalty: 5392.121582
	Iteration 99Q: 3 clusters Score -6131921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6131924.500000 Penalty: 5392.121582
	Iteration 100F: 3 clusters Score -6131924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6131932.000000 Penalty: 5392.121582
	Iteration 101Q: 3 clusters Score -6131932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6131916.500000 Penalty: 5392.121582
	Iteration 102Q: 3 clusters Score -6131916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6131927.000000 Penalty: 5392.121582
	Iteration 103Q: 3 clusters Score -6131927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6131937.000000 Penalty: 5392.121582
	Iteration 104Q: 3 clusters Score -6131937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6131936.500000 Penalty: 5392.121582
	Iteration 105Q: 3 clusters Score -6131936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6131946.500000 Penalty: 5392.121582
	Iteration 106Q: 3 clusters Score -6131946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6131946.500000 Penalty: 5392.121582
	Iteration 107Q: 3 clusters Score -6131946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6131951.000000 Penalty: 5392.121582
	Iteration 108Q: 3 clusters Score -6131951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6131958.000000 Penalty: 5392.121582
	Iteration 109Q: 3 clusters Score -6131958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6131968.000000 Penalty: 5392.121582
	Iteration 110Q: 3 clusters Score -6131968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6131967.500000 Penalty: 5392.121582
	Iteration 111Q: 3 clusters Score -6131968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6131959.000000 Penalty: 5392.121582
	Iteration 112Q: 3 clusters Score -6131959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6131965.500000 Penalty: 5392.121582
	Iteration 113Q: 3 clusters Score -6131966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6131972.000000 Penalty: 5392.121582
	Iteration 114Q: 3 clusters Score -6131972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6131977.500000 Penalty: 5392.121582
	Iteration 115Q: 3 clusters Score -6131978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6131980.500000 Penalty: 5392.121582
	Iteration 116Q: 3 clusters Score -6131980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6131977.500000 Penalty: 5392.121582
	Iteration 117Q: 3 clusters Score -6131978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6131970.000000 Penalty: 5392.121582
	Iteration 118Q: 3 clusters Score -6131970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6131979.000000 Penalty: 5392.121582
	Iteration 119Q: 3 clusters Score -6131979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6131979.500000 Penalty: 5392.121582
	Iteration 120F: 3 clusters Score -6131980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6131978.500000 Penalty: 5392.121582
	Iteration 121Q: 3 clusters Score -6131978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6131980.500000 Penalty: 5392.121582
	Iteration 122Q: 3 clusters Score -6131980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6131985.000000 Penalty: 5392.121582
	Iteration 123Q: 3 clusters Score -6131985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6131990.000000 Penalty: 5392.121582
	Iteration 124Q: 3 clusters Score -6131990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6131985.500000 Penalty: 5392.121582
	Iteration 125Q: 3 clusters Score -6131986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6132000.000000 Penalty: 5392.121582
	Iteration 126Q: 3 clusters Score -6132000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6132005.500000 Penalty: 5392.121582
	Iteration 127Q: 3 clusters Score -6132006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6132017.500000 Penalty: 5392.121582
	Iteration 128Q: 3 clusters Score -6132018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6132016.000000 Penalty: 5392.121582
	Iteration 129Q: 3 clusters Score -6132016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6132029.000000 Penalty: 5392.121582
	Iteration 130Q: 3 clusters Score -6132029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6132024.500000 Penalty: 5392.121582
	Iteration 131Q: 3 clusters Score -6132024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6132022.500000 Penalty: 5392.121582
	Iteration 132Q: 3 clusters Score -6132022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6132026.500000 Penalty: 5392.121582
	Iteration 133Q: 3 clusters Score -6132026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6132025.000000 Penalty: 5392.121582
	Iteration 134Q: 3 clusters Score -6132025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6132022.500000 Penalty: 5392.121582
	Iteration 135Q: 3 clusters Score -6132022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6132022.500000 Penalty: 5392.121582
	Iteration 136Q: 3 clusters Score -6132022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6132029.000000 Penalty: 5392.121582
	Iteration 137Q: 3 clusters Score -6132029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6132037.500000 Penalty: 5392.121582
	Iteration 138Q: 3 clusters Score -6132038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6132037.500000 Penalty: 5392.121582
	Iteration 139Q: 3 clusters Score -6132038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6132039.500000 Penalty: 5392.121582
	Iteration 140F: 3 clusters Score -6132040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6132037.000000 Penalty: 5392.121582
	Iteration 141Q: 3 clusters Score -6132037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6132043.500000 Penalty: 5392.121582
	Iteration 142Q: 3 clusters Score -6132044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6132057.000000 Penalty: 5392.121582
	Iteration 143Q: 3 clusters Score -6132057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6132055.500000 Penalty: 5392.121582
	Iteration 144Q: 3 clusters Score -6132056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6132062.000000 Penalty: 5392.121582
	Iteration 145Q: 3 clusters Score -6132062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6132060.000000 Penalty: 5392.121582
	Iteration 146Q: 3 clusters Score -6132060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6132058.000000 Penalty: 5392.121582
	Iteration 147Q: 3 clusters Score -6132058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6132055.000000 Penalty: 5392.121582
	Iteration 148Q: 3 clusters Score -6132055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6132055.000000 Penalty: 5392.121582
	Iteration 149F: 3 clusters Score -6132055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -65397.457031 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -65397.46 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 392 members 
Entering Unmasked Estep 
Score: -63895.101562 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -63895.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64834.570312 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -64834.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65687.640625 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -65687.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66708.718750 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -66708.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67261.148438 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -67261.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67446.906250 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -67446.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67606.289062 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -67606.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67897.078125 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -67897.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -68866.335938 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -68866.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -68866.335938 Penalty: 3272.184082
	Iteration 9F: 3 clusters Score -68866.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52639 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318378 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 99092 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179109 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 37011 members 
Entering Unmasked Estep 
Score: -114701144.000000 Penalty: 82330.898438
Splitting cluster 8 changes total score from -114699384.000000 to -114701144.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (318378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318378 members 
Entering Unmasked Estep 
Score: -36408772.000000 Penalty: 3142.406738
	Iteration 0F: 2 clusters Score -3.640877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 158979 members 
Entering Unmasked Estep 
Score: -36211404.000000 Penalty: 6284.813477
	Iteration 0F: 3 clusters Score -3.62114e+07 nChanged 154557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -36303396.000000 Penalty: 6284.813477
	Iteration 1F: 3 clusters Score -3.63034e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -36304628.000000 Penalty: 6284.813477
	Iteration 2Q: 3 clusters Score -3.630463e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -36306352.000000 Penalty: 6284.813477
	Iteration 3Q: 3 clusters Score -3.630635e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -36308332.000000 Penalty: 6284.813477
	Iteration 4Q: 3 clusters Score -3.630833e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -36311444.000000 Penalty: 6284.813477
	Iteration 5Q: 3 clusters Score -3.631144e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188900 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -36316464.000000 Penalty: 6284.813477
	Iteration 6Q: 3 clusters Score -3.631646e+07 nChanged 16409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203801 members 
Mstep: Class 2 contains 114577 members 
Entering Unmasked Estep 
Score: -36325004.000000 Penalty: 6284.813477
	Iteration 7F: 3 clusters Score -3.6325e+07 nChanged 20636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223471 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -36338160.000000 Penalty: 6284.813477
	Iteration 8F: 3 clusters Score -3.633816e+07 nChanged 23458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246421 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -36355864.000000 Penalty: 6284.813477
	Iteration 9F: 3 clusters Score -3.635586e+07 nChanged 22660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268659 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -36373852.000000 Penalty: 6284.813477
	Iteration 10F: 3 clusters Score -3.637385e+07 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286129 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -36387864.000000 Penalty: 6284.813477
	Iteration 11F: 3 clusters Score -3.638786e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297962 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -36396052.000000 Penalty: 6284.813477
	Iteration 12Q: 3 clusters Score -3.639605e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305557 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -36399760.000000 Penalty: 6284.813477
	Iteration 13Q: 3 clusters Score -3.639976e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310252 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -36402224.000000 Penalty: 6284.813477
	Iteration 14Q: 3 clusters Score -3.640222e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313125 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -36403892.000000 Penalty: 6284.813477
	Iteration 15Q: 3 clusters Score -3.640389e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314923 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -36404656.000000 Penalty: 6284.813477
	Iteration 16Q: 3 clusters Score -3.640466e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315954 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -36405208.000000 Penalty: 6284.813477
	Iteration 17Q: 3 clusters Score -3.640521e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316557 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -36405340.000000 Penalty: 6284.813477
	Iteration 18Q: 3 clusters Score -3.640534e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316909 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -36405520.000000 Penalty: 6284.813477
	Iteration 19Q: 3 clusters Score -3.640552e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317136 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -36405728.000000 Penalty: 6284.813477
	Iteration 20F: 3 clusters Score -3.640573e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317283 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -36405792.000000 Penalty: 6284.813477
	Iteration 21Q: 3 clusters Score -3.640579e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317383 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -36405884.000000 Penalty: 6284.813477
	Iteration 22Q: 3 clusters Score -3.640588e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317453 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -36405964.000000 Penalty: 6284.813477
	Iteration 23Q: 3 clusters Score -3.640596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317498 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -36405972.000000 Penalty: 6284.813477
	Iteration 24Q: 3 clusters Score -3.640597e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317532 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -36406008.000000 Penalty: 6284.813477
	Iteration 25Q: 3 clusters Score -3.640601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317570 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -36406048.000000 Penalty: 6284.813477
	Iteration 26Q: 3 clusters Score -3.640605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317596 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -36406100.000000 Penalty: 6284.813477
	Iteration 27Q: 3 clusters Score -3.64061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317626 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -36406116.000000 Penalty: 6284.813477
	Iteration 28Q: 3 clusters Score -3.640612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317650 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -36406116.000000 Penalty: 6284.813477
	Iteration 29Q: 3 clusters Score -3.640612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -36406136.000000 Penalty: 6284.813477
	Iteration 30Q: 3 clusters Score -3.640614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -36406140.000000 Penalty: 6284.813477
	Iteration 31Q: 3 clusters Score -3.640614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317684 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -36406144.000000 Penalty: 6284.813477
	Iteration 32Q: 3 clusters Score -3.640614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -36406160.000000 Penalty: 6284.813477
	Iteration 33Q: 3 clusters Score -3.640616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317698 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -36406188.000000 Penalty: 6284.813477
	Iteration 34Q: 3 clusters Score -3.640619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317704 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -36406180.000000 Penalty: 6284.813477
	Iteration 35Q: 3 clusters Score -3.640618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317709 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36406196.000000 Penalty: 6284.813477
	Iteration 36Q: 3 clusters Score -3.64062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317713 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -36406212.000000 Penalty: 6284.813477
	Iteration 37Q: 3 clusters Score -3.640621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317718 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -36406180.000000 Penalty: 6284.813477
	Iteration 38Q: 3 clusters Score -3.640618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317723 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -36406184.000000 Penalty: 6284.813477
	Iteration 39Q: 3 clusters Score -3.640618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317730 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -36406176.000000 Penalty: 6284.813477
	Iteration 40F: 3 clusters Score -3.640618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317735 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -36406168.000000 Penalty: 6284.813477
	Iteration 41Q: 3 clusters Score -3.640617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317740 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -36406184.000000 Penalty: 6284.813477
	Iteration 42Q: 3 clusters Score -3.640618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317747 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -36406184.000000 Penalty: 6284.813477
	Iteration 43Q: 3 clusters Score -3.640618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317751 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -36406176.000000 Penalty: 6284.813477
	Iteration 44Q: 3 clusters Score -3.640618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317755 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -36406200.000000 Penalty: 6284.813477
	Iteration 45Q: 3 clusters Score -3.64062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317758 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -36406196.000000 Penalty: 6284.813477
	Iteration 46Q: 3 clusters Score -3.64062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317760 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36406212.000000 Penalty: 6284.813477
	Iteration 47Q: 3 clusters Score -3.640621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317763 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -36406212.000000 Penalty: 6284.813477
	Iteration 48Q: 3 clusters Score -3.640621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317766 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -36406204.000000 Penalty: 6284.813477
	Iteration 49Q: 3 clusters Score -3.64062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317767 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -36406204.000000 Penalty: 6284.813477
	Iteration 50Q: 3 clusters Score -3.64062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36406204.000000 Penalty: 6284.813477
	Iteration 51Q: 3 clusters Score -3.64062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317769 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -36406200.000000 Penalty: 6284.813477
	Iteration 52Q: 3 clusters Score -3.64062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36406196.000000 Penalty: 6284.813477
	Iteration 53Q: 3 clusters Score -3.64062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36406196.000000 Penalty: 6284.813477
	Iteration 54F: 3 clusters Score -3.64062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Entering Unmasked Estep 
Score: -2602992.750000 Penalty: 2481.767334
	Iteration 0F: 2 clusters Score -2602993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2587415.500000 Penalty: 4963.534668
	Iteration 0F: 3 clusters Score -2587416 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2592736.000000 Penalty: 4963.534668
	Iteration 1F: 3 clusters Score -2592736 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2593107.250000 Penalty: 4963.534668
	Iteration 2Q: 3 clusters Score -2593107 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2593398.000000 Penalty: 4963.534668
	Iteration 3Q: 3 clusters Score -2593398 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2593614.000000 Penalty: 4963.534668
	Iteration 4Q: 3 clusters Score -2593614 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2593780.000000 Penalty: 4963.534668
	Iteration 5Q: 3 clusters Score -2593780 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2593920.750000 Penalty: 4963.534668
	Iteration 6Q: 3 clusters Score -2593921 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2594012.000000 Penalty: 4963.534668
	Iteration 7Q: 3 clusters Score -2594012 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2594129.250000 Penalty: 4963.534668
	Iteration 8Q: 3 clusters Score -2594129 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2594217.750000 Penalty: 4963.534668
	Iteration 9Q: 3 clusters Score -2594218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2594290.750000 Penalty: 4963.534668
	Iteration 10Q: 3 clusters Score -2594291 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2594377.750000 Penalty: 4963.534668
	Iteration 11Q: 3 clusters Score -2594378 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2594463.250000 Penalty: 4963.534668
	Iteration 12Q: 3 clusters Score -2594463 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2594534.500000 Penalty: 4963.534668
	Iteration 13Q: 3 clusters Score -2594534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2594620.250000 Penalty: 4963.534668
	Iteration 14Q: 3 clusters Score -2594620 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2594699.000000 Penalty: 4963.534668
	Iteration 15Q: 3 clusters Score -2594699 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2594805.250000 Penalty: 4963.534668
	Iteration 16Q: 3 clusters Score -2594805 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2594948.750000 Penalty: 4963.534668
	Iteration 17Q: 3 clusters Score -2594949 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2595100.750000 Penalty: 4963.534668
	Iteration 18Q: 3 clusters Score -2595101 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2595309.000000 Penalty: 4963.534668
	Iteration 19Q: 3 clusters Score -2595309 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2595569.750000 Penalty: 4963.534668
	Iteration 20F: 3 clusters Score -2595570 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2595946.750000 Penalty: 4963.534668
	Iteration 21Q: 3 clusters Score -2595947 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2596439.250000 Penalty: 4963.534668
	Iteration 22Q: 3 clusters Score -2596439 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2597047.000000 Penalty: 4963.534668
	Iteration 23Q: 3 clusters Score -2597047 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2597604.000000 Penalty: 4963.534668
	Iteration 24Q: 3 clusters Score -2597604 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2597997.000000 Penalty: 4963.534668
	Iteration 25Q: 3 clusters Score -2597997 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2598230.750000 Penalty: 4963.534668
	Iteration 26Q: 3 clusters Score -2598231 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2598355.750000 Penalty: 4963.534668
	Iteration 27Q: 3 clusters Score -2598356 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2598455.500000 Penalty: 4963.534668
	Iteration 28Q: 3 clusters Score -2598456 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2598503.000000 Penalty: 4963.534668
	Iteration 29Q: 3 clusters Score -2598503 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2598550.250000 Penalty: 4963.534668
	Iteration 30Q: 3 clusters Score -2598550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2598585.750000 Penalty: 4963.534668
	Iteration 31Q: 3 clusters Score -2598586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2598628.250000 Penalty: 4963.534668
	Iteration 32Q: 3 clusters Score -2598628 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2598655.250000 Penalty: 4963.534668
	Iteration 33Q: 3 clusters Score -2598655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2598682.250000 Penalty: 4963.534668
	Iteration 34Q: 3 clusters Score -2598682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2598714.000000 Penalty: 4963.534668
	Iteration 35Q: 3 clusters Score -2598714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2598721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2598803 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2598812.750000 Penalty: 4963.534668
	Iteration 40F: 3 clusters Score -2598813 nChanged 123
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Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2598833 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2598851 nChanged 128
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Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2599080 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2599156 nChanged 165
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Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2599182 nChanged 164
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Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2599217 nChanged 159
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Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2599261 nChanged 145
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Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2599286 nChanged 165
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Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2599339 nChanged 189
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Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2599496 nChanged 208
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Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2599788 nChanged 202
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Mstep: Class 1 contains 17533 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17692 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2599910 nChanged 151
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Mstep: Class 1 contains 17831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17942 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18043 members 
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	Iteration 69Q: 3 clusters Score -2600024 nChanged 107
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Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 4046 members 
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Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 3948 members 
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Mstep: Class 1 contains 18322 members 
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Mstep: Class 1 contains 18397 members 
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	Iteration 73Q: 3 clusters Score -2600114 nChanged 78
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Mstep: Class 1 contains 18473 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2600146 nChanged 84
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Mstep: Class 1 contains 18553 members 
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	Iteration 75Q: 3 clusters Score -2600153 nChanged 84
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Mstep: Class 1 contains 18635 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2600173 nChanged 80
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Mstep: Class 1 contains 18715 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2600182 nChanged 65
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Mstep: Class 1 contains 18780 members 
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Entering Unmasked Estep 
Score: -2600196.000000 Penalty: 4963.534668
	Iteration 78Q: 3 clusters Score -2600196 nChanged 56
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Mstep: Class 1 contains 18836 members 
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Score: -2600207.750000 Penalty: 4963.534668
	Iteration 79Q: 3 clusters Score -2600208 nChanged 54
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Mstep: Class 1 contains 18890 members 
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Entering Unmasked Estep 
Score: -2600228.000000 Penalty: 4963.534668
	Iteration 80F: 3 clusters Score -2600228 nChanged 56
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Mstep: Class 1 contains 18946 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2600237 nChanged 57
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Mstep: Class 1 contains 19003 members 
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	Iteration 82Q: 3 clusters Score -2600262 nChanged 62
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Mstep: Class 1 contains 19065 members 
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	Iteration 83Q: 3 clusters Score -2600277 nChanged 73
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	Iteration 84Q: 3 clusters Score -2600298 nChanged 60
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Mstep: Class 1 contains 19196 members 
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	Iteration 85Q: 3 clusters Score -2600319 nChanged 71
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Mstep: Class 1 contains 19261 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2600334 nChanged 71
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Mstep: Class 1 contains 19328 members 
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Entering Unmasked Estep 
Score: -2600361.750000 Penalty: 4963.534668
	Iteration 87Q: 3 clusters Score -2600362 nChanged 75
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Mstep: Class 1 contains 19397 members 
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	Iteration 88Q: 3 clusters Score -2600376 nChanged 77
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Mstep: Class 1 contains 19474 members 
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	Iteration 89Q: 3 clusters Score -2600389 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19541 members 
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Entering Unmasked Estep 
Score: -2600409.000000 Penalty: 4963.534668
	Iteration 90Q: 3 clusters Score -2600409 nChanged 77
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Mstep: Class 1 contains 19618 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2600432 nChanged 70
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Mstep: Class 1 contains 19688 members 
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	Iteration 92Q: 3 clusters Score -2600456 nChanged 75
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Mstep: Class 1 contains 19761 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2600486 nChanged 61
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Mstep: Class 1 contains 19822 members 
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	Iteration 94Q: 3 clusters Score -2600497 nChanged 55
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Mstep: Class 1 contains 19877 members 
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Entering Unmasked Estep 
Score: -2600509.000000 Penalty: 4963.534668
	Iteration 95Q: 3 clusters Score -2600509 nChanged 53
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Mstep: Class 1 contains 19928 members 
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	Iteration 96Q: 3 clusters Score -2600529 nChanged 55
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Mstep: Class 1 contains 19981 members 
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	Iteration 97Q: 3 clusters Score -2600547 nChanged 60
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Mstep: Class 1 contains 20041 members 
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	Iteration 98Q: 3 clusters Score -2600558 nChanged 49
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Mstep: Class 1 contains 20090 members 
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	Iteration 99Q: 3 clusters Score -2600573 nChanged 39
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Mstep: Class 1 contains 20129 members 
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Entering Unmasked Estep 
Score: -2600587.750000 Penalty: 4963.534668
	Iteration 100F: 3 clusters Score -2600588 nChanged 42
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Mstep: Class 1 contains 20171 members 
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Entering Unmasked Estep 
Score: -2600594.250000 Penalty: 4963.534668
	Iteration 101Q: 3 clusters Score -2600594 nChanged 47
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Mstep: Class 1 contains 20216 members 
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Entering Unmasked Estep 
Score: -2600615.500000 Penalty: 4963.534668
	Iteration 102Q: 3 clusters Score -2600616 nChanged 44
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Mstep: Class 1 contains 20260 members 
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Entering Unmasked Estep 
Score: -2600621.750000 Penalty: 4963.534668
	Iteration 103Q: 3 clusters Score -2600622 nChanged 47
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Mstep: Class 1 contains 20303 members 
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Entering Unmasked Estep 
Score: -2600637.250000 Penalty: 4963.534668
	Iteration 104Q: 3 clusters Score -2600637 nChanged 46
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Mstep: Class 1 contains 20347 members 
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Entering Unmasked Estep 
Score: -2600645.750000 Penalty: 4963.534668
	Iteration 105Q: 3 clusters Score -2600646 nChanged 47
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Mstep: Class 1 contains 20394 members 
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Score: -2600672.750000 Penalty: 4963.534668
	Iteration 106Q: 3 clusters Score -2600673 nChanged 52
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Score: -2600687.250000 Penalty: 4963.534668
	Iteration 107Q: 3 clusters Score -2600687 nChanged 54
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2600713 nChanged 51
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Score: -2600733.250000 Penalty: 4963.534668
	Iteration 109Q: 3 clusters Score -2600733 nChanged 50
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	Iteration 110Q: 3 clusters Score -2600750 nChanged 38
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	Iteration 111Q: 3 clusters Score -2600766 nChanged 32
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	Iteration 112Q: 3 clusters Score -2600773 nChanged 41
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	Iteration 113Q: 3 clusters Score -2600788 nChanged 27
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	Iteration 114Q: 3 clusters Score -2600796 nChanged 16
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Score: -2600804.500000 Penalty: 4963.534668
	Iteration 115Q: 3 clusters Score -2600804 nChanged 18
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	Iteration 116Q: 3 clusters Score -2600812 nChanged 15
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	Iteration 117Q: 3 clusters Score -2600819 nChanged 10
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	Iteration 118Q: 3 clusters Score -2600819 nChanged 11
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2600821 nChanged 16
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Entering Unmasked Estep 
Score: -2600825.500000 Penalty: 4963.534668
	Iteration 120F: 3 clusters Score -2600826 nChanged 13
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2600823 nChanged 14
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2600835 nChanged 14
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Mstep: Class 1 contains 20852 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2600836 nChanged 10
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Entering Unmasked Estep 
Score: -2600840.500000 Penalty: 4963.534668
	Iteration 124Q: 3 clusters Score -2600840 nChanged 10
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2600836 nChanged 10
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2600840 nChanged 10
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Entering Unmasked Estep 
Score: -2600843.500000 Penalty: 4963.534668
	Iteration 127Q: 3 clusters Score -2600844 nChanged 6
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Entering Unmasked Estep 
Score: -2600842.250000 Penalty: 4963.534668
	Iteration 128Q: 3 clusters Score -2600842 nChanged 10
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Entering Unmasked Estep 
Score: -2600846.000000 Penalty: 4963.534668
	Iteration 129Q: 3 clusters Score -2600846 nChanged 16
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Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2600848.250000 Penalty: 4963.534668
	Iteration 130Q: 3 clusters Score -2600848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2600857.750000 Penalty: 4963.534668
	Iteration 131Q: 3 clusters Score -2600858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2600861.000000 Penalty: 4963.534668
	Iteration 132Q: 3 clusters Score -2600861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2600862.250000 Penalty: 4963.534668
	Iteration 133Q: 3 clusters Score -2600862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2600865.500000 Penalty: 4963.534668
	Iteration 134Q: 3 clusters Score -2600866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2600865.000000 Penalty: 4963.534668
	Iteration 135Q: 3 clusters Score -2600865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2600862.250000 Penalty: 4963.534668
	Iteration 136Q: 3 clusters Score -2600862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2600866.000000 Penalty: 4963.534668
	Iteration 137Q: 3 clusters Score -2600866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2600866.250000 Penalty: 4963.534668
	Iteration 138Q: 3 clusters Score -2600866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2600866.750000 Penalty: 4963.534668
	Iteration 139Q: 3 clusters Score -2600867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2600865.750000 Penalty: 4963.534668
	Iteration 140F: 3 clusters Score -2600866 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: -90392.992188 Penalty: 1692.444702
	Iteration 0F: 2 clusters Score -90392.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88522.335938 Penalty: 3384.889404
	Iteration 0F: 3 clusters Score -88522.34 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88929.000000 Penalty: 3384.889404
	Iteration 1F: 3 clusters Score -88929 nChanged 71
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: -89118.828125 Penalty: 3384.889404
	Iteration 2F: 3 clusters Score -89118.83 nChanged 54
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: -89290.492188 Penalty: 3384.889404
	Iteration 3F: 3 clusters Score -89290.49 nChanged 56
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: -89521.476562 Penalty: 3384.889404
	Iteration 4F: 3 clusters Score -89521.48 nChanged 68
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: -89866.484375 Penalty: 3384.889404
	Iteration 5F: 3 clusters Score -89866.48 nChanged 52
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: -90222.359375 Penalty: 3384.889404
	Iteration 6F: 3 clusters Score -90222.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90357.515625 Penalty: 3384.889404
	Iteration 7Q: 3 clusters Score -90357.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90417.562500 Penalty: 3384.889404
	Iteration 8Q: 3 clusters Score -90417.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90474.085938 Penalty: 3384.889404
	Iteration 9Q: 3 clusters Score -90474.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -90536.890625 Penalty: 3384.889404
	Iteration 10Q: 3 clusters Score -90536.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90654.468750 Penalty: 3384.889404
	Iteration 11Q: 3 clusters Score -90654.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90701.656250 Penalty: 3384.889404
	Iteration 12Q: 3 clusters Score -90701.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -90703.687500 Penalty: 3384.889404
	Iteration 13Q: 3 clusters Score -90703.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90706.929688 Penalty: 3384.889404
	Iteration 14Q: 3 clusters Score -90706.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90706.929688 Penalty: 3384.889404
	Iteration 15F: 3 clusters Score -90706.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52639 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318378 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 99092 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179109 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 1363 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 37011 members 
Mstep: Class 25 contains 554 members 
Entering Unmasked Estep 
Score: -114699720.000000 Penalty: 85761.351562
Splitting cluster 11 changes total score from -114699384.000000 to -114699720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (16785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Entering Unmasked Estep 
Score: -1781350.750000 Penalty: 2412.603760
	Iteration 0F: 2 clusters Score -1781351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1769385.375000 Penalty: 4825.207520
	Iteration 0F: 3 clusters Score -1769385 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1773370.125000 Penalty: 4825.207520
	Iteration 1F: 3 clusters Score -1773370 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1773985.500000 Penalty: 4825.207520
	Iteration 2F: 3 clusters Score -1773986 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1774678.500000 Penalty: 4825.207520
	Iteration 3F: 3 clusters Score -1774678 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1775457.250000 Penalty: 4825.207520
	Iteration 4F: 3 clusters Score -1775457 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1776386.000000 Penalty: 4825.207520
	Iteration 5F: 3 clusters Score -1776386 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1777353.750000 Penalty: 4825.207520
	Iteration 6F: 3 clusters Score -1777354 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1778208.875000 Penalty: 4825.207520
	Iteration 7F: 3 clusters Score -1778209 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1778891.125000 Penalty: 4825.207520
	Iteration 8F: 3 clusters Score -1778891 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1779389.250000 Penalty: 4825.207520
	Iteration 9Q: 3 clusters Score -1779389 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1779665.875000 Penalty: 4825.207520
	Iteration 10Q: 3 clusters Score -1779666 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1779834.875000 Penalty: 4825.207520
	Iteration 11Q: 3 clusters Score -1779835 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1779923.250000 Penalty: 4825.207520
	Iteration 12Q: 3 clusters Score -1779923 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1779992.000000 Penalty: 4825.207520
	Iteration 13Q: 3 clusters Score -1779992 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1780032.625000 Penalty: 4825.207520
	Iteration 14Q: 3 clusters Score -1780033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1780063.375000 Penalty: 4825.207520
	Iteration 15Q: 3 clusters Score -1780063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1780086.625000 Penalty: 4825.207520
	Iteration 16Q: 3 clusters Score -1780087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1780106.875000 Penalty: 4825.207520
	Iteration 17Q: 3 clusters Score -1780107 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1780117.875000 Penalty: 4825.207520
	Iteration 18Q: 3 clusters Score -1780118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1780129.875000 Penalty: 4825.207520
	Iteration 19Q: 3 clusters Score -1780130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1780139.375000 Penalty: 4825.207520
	Iteration 20F: 3 clusters Score -1780139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1780143.250000 Penalty: 4825.207520
	Iteration 21Q: 3 clusters Score -1780143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1780151.625000 Penalty: 4825.207520
	Iteration 22Q: 3 clusters Score -1780152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1780157.375000 Penalty: 4825.207520
	Iteration 23Q: 3 clusters Score -1780157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1780160.625000 Penalty: 4825.207520
	Iteration 24Q: 3 clusters Score -1780161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1780159.750000 Penalty: 4825.207520
	Iteration 25Q: 3 clusters Score -1780160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1780159.875000 Penalty: 4825.207520
	Iteration 26Q: 3 clusters Score -1780160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1780161.250000 Penalty: 4825.207520
	Iteration 27Q: 3 clusters Score -1780161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1780162.250000 Penalty: 4825.207520
	Iteration 28Q: 3 clusters Score -1780162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1780164.875000 Penalty: 4825.207520
	Iteration 29Q: 3 clusters Score -1780165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1780163.500000 Penalty: 4825.207520
	Iteration 30Q: 3 clusters Score -1780164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1780167.500000 Penalty: 4825.207520
	Iteration 31Q: 3 clusters Score -1780168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1780168.000000 Penalty: 4825.207520
	Iteration 32Q: 3 clusters Score -1780168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1780164.250000 Penalty: 4825.207520
	Iteration 33Q: 3 clusters Score -1780164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1780168.250000 Penalty: 4825.207520
	Iteration 34Q: 3 clusters Score -1780168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1780168.250000 Penalty: 4825.207520
	Iteration 35Q: 3 clusters Score -1780168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1780166.125000 Penalty: 4825.207520
	Iteration 36Q: 3 clusters Score -1780166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1780169.500000 Penalty: 4825.207520
	Iteration 37Q: 3 clusters Score -1780170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1780169.875000 Penalty: 4825.207520
	Iteration 38Q: 3 clusters Score -1780170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1780170.000000 Penalty: 4825.207520
	Iteration 39Q: 3 clusters Score -1780170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1780171.750000 Penalty: 4825.207520
	Iteration 40F: 3 clusters Score -1780172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1780167.875000 Penalty: 4825.207520
	Iteration 41Q: 3 clusters Score -1780168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1780171.625000 Penalty: 4825.207520
	Iteration 42Q: 3 clusters Score -1780172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1780174.375000 Penalty: 4825.207520
	Iteration 43Q: 3 clusters Score -1780174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1780173.750000 Penalty: 4825.207520
	Iteration 44Q: 3 clusters Score -1780174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1780172.250000 Penalty: 4825.207520
	Iteration 45Q: 3 clusters Score -1780172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1780172.125000 Penalty: 4825.207520
	Iteration 46Q: 3 clusters Score -1780172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1780170.500000 Penalty: 4825.207520
	Iteration 47Q: 3 clusters Score -1780170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1780171.000000 Penalty: 4825.207520
	Iteration 48Q: 3 clusters Score -1780171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1780172.250000 Penalty: 4825.207520
	Iteration 49Q: 3 clusters Score -1780172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1780173.375000 Penalty: 4825.207520
	Iteration 50Q: 3 clusters Score -1780173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1780171.750000 Penalty: 4825.207520
	Iteration 51Q: 3 clusters Score -1780172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1780171.750000 Penalty: 4825.207520
	Iteration 52Q: 3 clusters Score -1780172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1780171.750000 Penalty: 4825.207520
	Iteration 53Q: 3 clusters Score -1780172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1780171.250000 Penalty: 4825.207520
	Iteration 54Q: 3 clusters Score -1780171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1780171.500000 Penalty: 4825.207520
	Iteration 55Q: 3 clusters Score -1780172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1780173.375000 Penalty: 4825.207520
	Iteration 56Q: 3 clusters Score -1780173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1780173.375000 Penalty: 4825.207520
	Iteration 57F: 3 clusters Score -1780173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (99092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Entering Unmasked Estep 
Score: -11454020.000000 Penalty: 2852.943359
	Iteration 0F: 2 clusters Score -1.145402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -11388030.000000 Penalty: 5705.886719
	Iteration 0F: 3 clusters Score -1.138803e+07 nChanged 46637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -11414206.000000 Penalty: 5705.886719
	Iteration 1F: 3 clusters Score -1.141421e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -11414819.000000 Penalty: 5705.886719
	Iteration 2Q: 3 clusters Score -1.141482e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -11415424.000000 Penalty: 5705.886719
	Iteration 3Q: 3 clusters Score -1.141542e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -11415987.000000 Penalty: 5705.886719
	Iteration 4Q: 3 clusters Score -1.141599e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -11416664.000000 Penalty: 5705.886719
	Iteration 5Q: 3 clusters Score -1.141666e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -11417512.000000 Penalty: 5705.886719
	Iteration 6Q: 3 clusters Score -1.141751e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -11418539.000000 Penalty: 5705.886719
	Iteration 7Q: 3 clusters Score -1.141854e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -11420026.000000 Penalty: 5705.886719
	Iteration 8Q: 3 clusters Score -1.142003e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -11422380.000000 Penalty: 5705.886719
	Iteration 9Q: 3 clusters Score -1.142238e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -11426298.000000 Penalty: 5705.886719
	Iteration 10F: 3 clusters Score -1.14263e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -11432337.000000 Penalty: 5705.886719
	Iteration 11F: 3 clusters Score -1.143234e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -11439363.000000 Penalty: 5705.886719
	Iteration 12F: 3 clusters Score -1.143936e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -11445499.000000 Penalty: 5705.886719
	Iteration 13F: 3 clusters Score -1.14455e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -11448979.000000 Penalty: 5705.886719
	Iteration 14Q: 3 clusters Score -1.144898e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -11450482.000000 Penalty: 5705.886719
	Iteration 15Q: 3 clusters Score -1.145048e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -11451056.000000 Penalty: 5705.886719
	Iteration 16Q: 3 clusters Score -1.145106e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -11451275.000000 Penalty: 5705.886719
	Iteration 17Q: 3 clusters Score -1.145128e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -11451359.000000 Penalty: 5705.886719
	Iteration 18Q: 3 clusters Score -1.145136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -11451407.000000 Penalty: 5705.886719
	Iteration 19Q: 3 clusters Score -1.145141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -11451433.000000 Penalty: 5705.886719
	Iteration 20F: 3 clusters Score -1.145143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -11451447.000000 Penalty: 5705.886719
	Iteration 21Q: 3 clusters Score -1.145145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -11451446.000000 Penalty: 5705.886719
	Iteration 22Q: 3 clusters Score -1.145145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -11451446.000000 Penalty: 5705.886719
	Iteration 23Q: 3 clusters Score -1.145145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -11451458.000000 Penalty: 5705.886719
	Iteration 24Q: 3 clusters Score -1.145146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -11451458.000000 Penalty: 5705.886719
	Iteration 25Q: 3 clusters Score -1.145146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -11451457.000000 Penalty: 5705.886719
	Iteration 26Q: 3 clusters Score -1.145146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -11451457.000000 Penalty: 5705.886719
	Iteration 27F: 3 clusters Score -1.145146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -276988.656250 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -276988.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -274033.343750 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -274033.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -274637.687500 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -274637.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -274798.656250 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -274798.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -274902.218750 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -274902.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -274992.781250 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -274992.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -275073.406250 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -275073.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -275134.718750 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -275134.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -275183.750000 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -275183.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -275235.406250 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -275235.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -275293.031250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -275293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -275363.906250 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -275363.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -275423.593750 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -275423.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -275459.968750 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -275460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -275482.468750 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -275482.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -275507.937500 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -275507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -275529.843750 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -275529.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -275560.875000 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -275560.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -275590.187500 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -275590.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -275610.343750 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -275610.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -275628.250000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -275628.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -275643.468750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -275643.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -275660.093750 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -275660.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -275673.031250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -275673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -275682.718750 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -275682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -275688.687500 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -275688.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -275692.406250 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -275692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -275694.468750 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -275694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -275698.625000 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -275698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -275701.031250 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -275701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -275703.718750 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -275703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -275708.437500 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -275708.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -275713.187500 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -275713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -275713.625000 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -275713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -275714.500000 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -275714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -275714.500000 Penalty: 3891.714844
	Iteration 34F: 3 clusters Score -275714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Entering Unmasked Estep 
Score: -20582334.000000 Penalty: 2999.745850
	Iteration 0F: 2 clusters Score -2.058233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -20466274.000000 Penalty: 5999.491699
	Iteration 0F: 3 clusters Score -2.046627e+07 nChanged 85870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -20516568.000000 Penalty: 5999.491699
	Iteration 1F: 3 clusters Score -2.051657e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -20517566.000000 Penalty: 5999.491699
	Iteration 2Q: 3 clusters Score -2.051757e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -20519088.000000 Penalty: 5999.491699
	Iteration 3Q: 3 clusters Score -2.051909e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -20521806.000000 Penalty: 5999.491699
	Iteration 4Q: 3 clusters Score -2.052181e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -20526226.000000 Penalty: 5999.491699
	Iteration 5F: 3 clusters Score -2.052623e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -20534320.000000 Penalty: 5999.491699
	Iteration 6F: 3 clusters Score -2.053432e+07 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 140877 members 
Entering Unmasked Estep 
Score: -20547206.000000 Penalty: 5999.491699
	Iteration 7F: 3 clusters Score -2.054721e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 156650 members 
Entering Unmasked Estep 
Score: -20561690.000000 Penalty: 5999.491699
	Iteration 8F: 3 clusters Score -2.056169e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -20571950.000000 Penalty: 5999.491699
	Iteration 9F: 3 clusters Score -2.057195e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 175158 members 
Entering Unmasked Estep 
Score: -20576966.000000 Penalty: 5999.491699
	Iteration 10Q: 3 clusters Score -2.057697e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 177614 members 
Entering Unmasked Estep 
Score: -20578696.000000 Penalty: 5999.491699
	Iteration 11Q: 3 clusters Score -2.05787e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 178391 members 
Entering Unmasked Estep 
Score: -20579300.000000 Penalty: 5999.491699
	Iteration 12Q: 3 clusters Score -2.05793e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -20579548.000000 Penalty: 5999.491699
	Iteration 13Q: 3 clusters Score -2.057955e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -20579660.000000 Penalty: 5999.491699
	Iteration 14Q: 3 clusters Score -2.057966e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -20579692.000000 Penalty: 5999.491699
	Iteration 15Q: 3 clusters Score -2.057969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 178717 members 
Entering Unmasked Estep 
Score: -20579742.000000 Penalty: 5999.491699
	Iteration 16Q: 3 clusters Score -2.057974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 178723 members 
Entering Unmasked Estep 
Score: -20579768.000000 Penalty: 5999.491699
	Iteration 17Q: 3 clusters Score -2.057977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -20579774.000000 Penalty: 5999.491699
	Iteration 18Q: 3 clusters Score -2.057977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 178735 members 
Entering Unmasked Estep 
Score: -20579780.000000 Penalty: 5999.491699
	Iteration 19Q: 3 clusters Score -2.057978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 178743 members 
Entering Unmasked Estep 
Score: -20579788.000000 Penalty: 5999.491699
	Iteration 20F: 3 clusters Score -2.057979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 178750 members 
Entering Unmasked Estep 
Score: -20579802.000000 Penalty: 5999.491699
	Iteration 21Q: 3 clusters Score -2.05798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -20579798.000000 Penalty: 5999.491699
	Iteration 22Q: 3 clusters Score -2.05798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 178746 members 
Entering Unmasked Estep 
Score: -20579804.000000 Penalty: 5999.491699
	Iteration 23Q: 3 clusters Score -2.05798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -20579804.000000 Penalty: 5999.491699
	Iteration 24Q: 3 clusters Score -2.05798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 178750 members 
Entering Unmasked Estep 
Score: -20579806.000000 Penalty: 5999.491699
	Iteration 25Q: 3 clusters Score -2.057981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -20579806.000000 Penalty: 5999.491699
	Iteration 26Q: 3 clusters Score -2.057981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -20579808.000000 Penalty: 5999.491699
	Iteration 27Q: 3 clusters Score -2.057981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -20579808.000000 Penalty: 5999.491699
	Iteration 28F: 3 clusters Score -2.057981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -409886.250000 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -409886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -406234.937500 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -406234.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -406986.218750 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -406986.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -407177.968750 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -407178 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -407285.718750 Penalty: 4061.038330
	Iteration 3F: 3 clusters Score -407285.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -407344.875000 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -407344.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -407389.218750 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -407389.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -407415.281250 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -407415.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -407441.500000 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -407441.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -407460.281250 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -407460.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -407475.750000 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -407475.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -407490.250000 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -407490.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -407507.218750 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -407507.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -407524.062500 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -407524.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -407541.375000 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -407541.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -407557.250000 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -407557.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -407569.187500 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -407569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -407580.343750 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -407580.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -407589.843750 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -407589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -407594.468750 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -407594.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -407602.250000 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -407602.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -407610.437500 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -407610.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -407617.187500 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -407617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -407625.031250 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -407625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -407636.156250 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -407636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -407649.875000 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -407649.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -407663.531250 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -407663.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -407685.312500 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -407685.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -407712.375000 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -407712.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -407739.406250 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -407739.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -407774.781250 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -407774.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -407825.062500 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -407825.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -407886.812500 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -407886.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -407977.656250 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -407977.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -408082.812500 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -408082.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -408228.281250 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -408228.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -408388.968750 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -408389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -408523.812500 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -408523.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -408605.281250 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -408605.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -408676.375000 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -408676.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -408740.593750 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -408740.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -408808.062500 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -408808.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -408901.781250 Penalty: 4061.038330
	Iteration 41Q: 3 clusters Score -408901.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -408996.906250 Penalty: 4061.038330
	Iteration 42Q: 3 clusters Score -408996.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -409116.562500 Penalty: 4061.038330
	Iteration 43Q: 3 clusters Score -409116.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -409276.281250 Penalty: 4061.038330
	Iteration 44Q: 3 clusters Score -409276.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -409432.218750 Penalty: 4061.038330
	Iteration 45Q: 3 clusters Score -409432.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -409554.031250 Penalty: 4061.038330
	Iteration 46Q: 3 clusters Score -409554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -409634.218750 Penalty: 4061.038330
	Iteration 47Q: 3 clusters Score -409634.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -409662.812500 Penalty: 4061.038330
	Iteration 48Q: 3 clusters Score -409662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -409674.875000 Penalty: 4061.038330
	Iteration 49Q: 3 clusters Score -409674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -409681.218750 Penalty: 4061.038330
	Iteration 50Q: 3 clusters Score -409681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -409685.906250 Penalty: 4061.038330
	Iteration 51Q: 3 clusters Score -409685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -409689.375000 Penalty: 4061.038330
	Iteration 52Q: 3 clusters Score -409689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -409691.843750 Penalty: 4061.038330
	Iteration 53Q: 3 clusters Score -409691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -409692.437500 Penalty: 4061.038330
	Iteration 54Q: 3 clusters Score -409692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -409693.000000 Penalty: 4061.038330
	Iteration 55Q: 3 clusters Score -409693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409694.312500 Penalty: 4061.038330
	Iteration 56Q: 3 clusters Score -409694.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409694.312500 Penalty: 4061.038330
	Iteration 57F: 3 clusters Score -409694.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -3716472.500000 Penalty: 2580.752686
	Iteration 0F: 2 clusters Score -3716472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3693634.000000 Penalty: 5161.505371
	Iteration 0F: 3 clusters Score -3693634 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3702037.500000 Penalty: 5161.505371
	Iteration 1F: 3 clusters Score -3702038 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3702428.500000 Penalty: 5161.505371
	Iteration 2Q: 3 clusters Score -3702428 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3702756.000000 Penalty: 5161.505371
	Iteration 3Q: 3 clusters Score -3702756 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3703086.250000 Penalty: 5161.505371
	Iteration 4Q: 3 clusters Score -3703086 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3703424.000000 Penalty: 5161.505371
	Iteration 5Q: 3 clusters Score -3703424 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3703783.250000 Penalty: 5161.505371
	Iteration 6Q: 3 clusters Score -3703783 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3704295.250000 Penalty: 5161.505371
	Iteration 7Q: 3 clusters Score -3704295 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3705150.000000 Penalty: 5161.505371
	Iteration 8Q: 3 clusters Score -3705150 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3706572.750000 Penalty: 5161.505371
	Iteration 9F: 3 clusters Score -3706573 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3708484.750000 Penalty: 5161.505371
	Iteration 10F: 3 clusters Score -3708485 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3710488.250000 Penalty: 5161.505371
	Iteration 11F: 3 clusters Score -3710488 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3712070.000000 Penalty: 5161.505371
	Iteration 12F: 3 clusters Score -3712070 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3713113.500000 Penalty: 5161.505371
	Iteration 13Q: 3 clusters Score -3713114 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3713704.250000 Penalty: 5161.505371
	Iteration 14Q: 3 clusters Score -3713704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3713944.750000 Penalty: 5161.505371
	Iteration 15Q: 3 clusters Score -3713945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3714043.750000 Penalty: 5161.505371
	Iteration 16Q: 3 clusters Score -3714044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3714098.250000 Penalty: 5161.505371
	Iteration 17Q: 3 clusters Score -3714098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3714131.750000 Penalty: 5161.505371
	Iteration 18Q: 3 clusters Score -3714132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3714166.000000 Penalty: 5161.505371
	Iteration 19Q: 3 clusters Score -3714166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3714184.250000 Penalty: 5161.505371
	Iteration 20F: 3 clusters Score -3714184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3714196.750000 Penalty: 5161.505371
	Iteration 21Q: 3 clusters Score -3714197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3714208.250000 Penalty: 5161.505371
	Iteration 22Q: 3 clusters Score -3714208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3714212.250000 Penalty: 5161.505371
	Iteration 23Q: 3 clusters Score -3714212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3714216.750000 Penalty: 5161.505371
	Iteration 24Q: 3 clusters Score -3714217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3714217.750000 Penalty: 5161.505371
	Iteration 25Q: 3 clusters Score -3714218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3714217.750000 Penalty: 5161.505371
	Iteration 26F: 3 clusters Score -3714218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -56942.828125 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -56942.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55425.269531 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -55425.27 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55604.164062 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -55604.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55652.570312 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -55652.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55668.718750 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -55668.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55683.882812 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -55683.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55704.953125 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -55704.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55720.070312 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -55720.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55737.507812 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -55737.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55751.878906 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -55751.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55766.117188 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -55766.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55776.816406 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -55776.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55783.195312 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -55783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55786.050781 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -55786.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55792.085938 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -55792.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55810.589844 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -55810.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55831.296875 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -55831.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55861.351562 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -55861.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55885.531250 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -55885.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55922.910156 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -55922.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55962.894531 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -55962.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56021.226562 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -56021.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56085.769531 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -56085.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56159.164062 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -56159.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56250.738281 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -56250.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56354.750000 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -56354.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56432.269531 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -56432.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56526.078125 Penalty: 3123.366211
	Iteration 26Q: 3 clusters Score -56526.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56591.363281 Penalty: 3123.366211
	Iteration 27Q: 3 clusters Score -56591.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56646.085938 Penalty: 3123.366211
	Iteration 28Q: 3 clusters Score -56646.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56690.113281 Penalty: 3123.366211
	Iteration 29Q: 3 clusters Score -56690.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56696.250000 Penalty: 3123.366211
	Iteration 30Q: 3 clusters Score -56696.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56707.972656 Penalty: 3123.366211
	Iteration 31Q: 3 clusters Score -56707.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56708.925781 Penalty: 3123.366211
	Iteration 32F: 3 clusters Score -56708.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56712.734375 Penalty: 3123.366211
	Iteration 33Q: 3 clusters Score -56712.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56731.144531 Penalty: 3123.366211
	Iteration 34Q: 3 clusters Score -56731.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56738.609375 Penalty: 3123.366211
	Iteration 35Q: 3 clusters Score -56738.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56743.734375 Penalty: 3123.366211
	Iteration 36Q: 3 clusters Score -56743.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56745.648438 Penalty: 3123.366211
	Iteration 37Q: 3 clusters Score -56745.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56745.648438 Penalty: 3123.366211
	Iteration 38F: 3 clusters Score -56745.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -72029.093750 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -72029.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70304.914062 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -70304.91 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70731.718750 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -70731.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71087.835938 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -71087.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71267.007812 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -71267.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71373.062500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -71373.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71462.726562 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -71462.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71509.062500 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -71509.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71523.531250 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -71523.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71534.757812 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -71534.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71553.132812 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -71553.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71603.164062 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -71603.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71647.484375 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -71647.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71676.289062 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -71676.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71689.265625 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -71689.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71698.351562 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -71698.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71704.515625 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -71704.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71704.515625 Penalty: 3306.179199
	Iteration 16F: 3 clusters Score -71704.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -135596.265625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -135596.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133415.140625 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -133415.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133848.406250 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -133848.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134105.968750 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -134106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -134353.843750 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -134353.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -134589.140625 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -134589.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134844.359375 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -134844.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135103.765625 Penalty: 3579.852051
	Iteration 6F: 3 clusters Score -135103.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135541.921875 Penalty: 3579.852051
	Iteration 7F: 3 clusters Score -135541.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136067.609375 Penalty: 3579.852051
	Iteration 8F: 3 clusters Score -136067.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136403.625000 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -136403.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -137328.609375 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -137328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137692.984375 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -137693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138017.406250 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -138017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138027.218750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -138027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138030.953125 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -138031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138030.953125 Penalty: 3579.852051
	Iteration 15F: 3 clusters Score -138031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52639 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318378 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 99092 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179109 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 37011 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 648 members 
Entering Unmasked Estep 
Score: -114700456.000000 Penalty: 89191.812500
Splitting cluster 20 changes total score from -114699384.000000 to -114700456.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (59976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Entering Unmasked Estep 
Score: -6991929.500000 Penalty: 2728.421387
	Iteration 0F: 2 clusters Score -6991930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -6951752.000000 Penalty: 5456.842773
	Iteration 0F: 3 clusters Score -6951752 nChanged 27805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -6967141.000000 Penalty: 5456.842773
	Iteration 1F: 3 clusters Score -6967141 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -6967812.500000 Penalty: 5456.842773
	Iteration 2Q: 3 clusters Score -6967812 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6968509.000000 Penalty: 5456.842773
	Iteration 3Q: 3 clusters Score -6968509 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -6969425.000000 Penalty: 5456.842773
	Iteration 4Q: 3 clusters Score -6969425 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6970688.000000 Penalty: 5456.842773
	Iteration 5Q: 3 clusters Score -6970688 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6972618.000000 Penalty: 5456.842773
	Iteration 6F: 3 clusters Score -6972618 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -6975433.000000 Penalty: 5456.842773
	Iteration 7F: 3 clusters Score -6975433 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -6979179.500000 Penalty: 5456.842773
	Iteration 8F: 3 clusters Score -6979180 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -6982882.000000 Penalty: 5456.842773
	Iteration 9F: 3 clusters Score -6982882 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6985885.000000 Penalty: 5456.842773
	Iteration 10F: 3 clusters Score -6985885 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6987672.000000 Penalty: 5456.842773
	Iteration 11Q: 3 clusters Score -6987672 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6988521.500000 Penalty: 5456.842773
	Iteration 12Q: 3 clusters Score -6988522 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6988938.000000 Penalty: 5456.842773
	Iteration 13Q: 3 clusters Score -6988938 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6989165.500000 Penalty: 5456.842773
	Iteration 14Q: 3 clusters Score -6989166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6989303.000000 Penalty: 5456.842773
	Iteration 15Q: 3 clusters Score -6989303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6989389.500000 Penalty: 5456.842773
	Iteration 16Q: 3 clusters Score -6989390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6989440.500000 Penalty: 5456.842773
	Iteration 17Q: 3 clusters Score -6989440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6989498.000000 Penalty: 5456.842773
	Iteration 18Q: 3 clusters Score -6989498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6989550.000000 Penalty: 5456.842773
	Iteration 19Q: 3 clusters Score -6989550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6989586.500000 Penalty: 5456.842773
	Iteration 20F: 3 clusters Score -6989586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6989615.500000 Penalty: 5456.842773
	Iteration 21Q: 3 clusters Score -6989616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6989627.000000 Penalty: 5456.842773
	Iteration 22Q: 3 clusters Score -6989627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6989626.500000 Penalty: 5456.842773
	Iteration 23Q: 3 clusters Score -6989626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6989633.000000 Penalty: 5456.842773
	Iteration 24Q: 3 clusters Score -6989633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6989638.500000 Penalty: 5456.842773
	Iteration 25Q: 3 clusters Score -6989638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6989647.000000 Penalty: 5456.842773
	Iteration 26Q: 3 clusters Score -6989647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6989657.500000 Penalty: 5456.842773
	Iteration 27Q: 3 clusters Score -6989658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6989659.500000 Penalty: 5456.842773
	Iteration 28Q: 3 clusters Score -6989660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6989662.500000 Penalty: 5456.842773
	Iteration 29Q: 3 clusters Score -6989662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6989661.500000 Penalty: 5456.842773
	Iteration 30Q: 3 clusters Score -6989662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6989656.500000 Penalty: 5456.842773
	Iteration 31Q: 3 clusters Score -6989656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6989661.000000 Penalty: 5456.842773
	Iteration 32Q: 3 clusters Score -6989661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6989665.500000 Penalty: 5456.842773
	Iteration 33Q: 3 clusters Score -6989666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6989665.500000 Penalty: 5456.842773
	Iteration 34F: 3 clusters Score -6989666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Entering Unmasked Estep 
Score: -3685247.500000 Penalty: 2568.814697
	Iteration 0F: 2 clusters Score -3685248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3663624.250000 Penalty: 5137.629395
	Iteration 0F: 3 clusters Score -3663624 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3671654.250000 Penalty: 5137.629395
	Iteration 1F: 3 clusters Score -3671654 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3672341.000000 Penalty: 5137.629395
	Iteration 2F: 3 clusters Score -3672341 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3673247.000000 Penalty: 5137.629395
	Iteration 3F: 3 clusters Score -3673247 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3674474.000000 Penalty: 5137.629395
	Iteration 4F: 3 clusters Score -3674474 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3676168.500000 Penalty: 5137.629395
	Iteration 5F: 3 clusters Score -3676168 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3678204.250000 Penalty: 5137.629395
	Iteration 6F: 3 clusters Score -3678204 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3680096.750000 Penalty: 5137.629395
	Iteration 7F: 3 clusters Score -3680097 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3681375.000000 Penalty: 5137.629395
	Iteration 8Q: 3 clusters Score -3681375 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3682133.500000 Penalty: 5137.629395
	Iteration 9Q: 3 clusters Score -3682134 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3682527.750000 Penalty: 5137.629395
	Iteration 10Q: 3 clusters Score -3682528 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3682758.500000 Penalty: 5137.629395
	Iteration 11Q: 3 clusters Score -3682758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3682846.000000 Penalty: 5137.629395
	Iteration 12Q: 3 clusters Score -3682846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3682914.500000 Penalty: 5137.629395
	Iteration 13Q: 3 clusters Score -3682914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3682967.000000 Penalty: 5137.629395
	Iteration 14Q: 3 clusters Score -3682967 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3683014.750000 Penalty: 5137.629395
	Iteration 15Q: 3 clusters Score -3683015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3683060.750000 Penalty: 5137.629395
	Iteration 16Q: 3 clusters Score -3683061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3683089.500000 Penalty: 5137.629395
	Iteration 17Q: 3 clusters Score -3683090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3683106.250000 Penalty: 5137.629395
	Iteration 18Q: 3 clusters Score -3683106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3683120.250000 Penalty: 5137.629395
	Iteration 19Q: 3 clusters Score -3683120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3683143.000000 Penalty: 5137.629395
	Iteration 20F: 3 clusters Score -3683143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3683151.000000 Penalty: 5137.629395
	Iteration 21Q: 3 clusters Score -3683151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3683160.750000 Penalty: 5137.629395
	Iteration 22Q: 3 clusters Score -3683161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3683164.750000 Penalty: 5137.629395
	Iteration 23Q: 3 clusters Score -3683165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3683166.250000 Penalty: 5137.629395
	Iteration 24Q: 3 clusters Score -3683166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3683173.750000 Penalty: 5137.629395
	Iteration 25Q: 3 clusters Score -3683174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3683182.000000 Penalty: 5137.629395
	Iteration 26Q: 3 clusters Score -3683182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3683184.000000 Penalty: 5137.629395
	Iteration 27Q: 3 clusters Score -3683184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3683182.000000 Penalty: 5137.629395
	Iteration 28Q: 3 clusters Score -3683182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3683182.500000 Penalty: 5137.629395
	Iteration 29Q: 3 clusters Score -3683182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3683180.000000 Penalty: 5137.629395
	Iteration 30Q: 3 clusters Score -3683180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3683180.000000 Penalty: 5137.629395
	Iteration 31F: 3 clusters Score -3683180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Entering Unmasked Estep 
Score: -4340781.000000 Penalty: 2608.704590
	Iteration 0F: 2 clusters Score -4340781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4315606.500000 Penalty: 5217.409180
	Iteration 0F: 3 clusters Score -4315606 nChanged 16700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4324681.000000 Penalty: 5217.409180
	Iteration 1F: 3 clusters Score -4324681 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4325175.000000 Penalty: 5217.409180
	Iteration 2Q: 3 clusters Score -4325175 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4325686.500000 Penalty: 5217.409180
	Iteration 3Q: 3 clusters Score -4325686 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4326346.500000 Penalty: 5217.409180
	Iteration 4Q: 3 clusters Score -4326346 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4327167.500000 Penalty: 5217.409180
	Iteration 5Q: 3 clusters Score -4327168 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4328180.500000 Penalty: 5217.409180
	Iteration 6F: 3 clusters Score -4328180 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4329534.500000 Penalty: 5217.409180
	Iteration 7F: 3 clusters Score -4329534 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -4331192.500000 Penalty: 5217.409180
	Iteration 8F: 3 clusters Score -4331192 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4333002.500000 Penalty: 5217.409180
	Iteration 9F: 3 clusters Score -4333002 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -4334396.500000 Penalty: 5217.409180
	Iteration 10F: 3 clusters Score -4334396 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4335107.500000 Penalty: 5217.409180
	Iteration 11Q: 3 clusters Score -4335108 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4335538.500000 Penalty: 5217.409180
	Iteration 12Q: 3 clusters Score -4335538 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4335858.500000 Penalty: 5217.409180
	Iteration 13Q: 3 clusters Score -4335858 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4336116.000000 Penalty: 5217.409180
	Iteration 14Q: 3 clusters Score -4336116 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4336344.000000 Penalty: 5217.409180
	Iteration 15Q: 3 clusters Score -4336344 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4336539.000000 Penalty: 5217.409180
	Iteration 16Q: 3 clusters Score -4336539 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4336721.500000 Penalty: 5217.409180
	Iteration 17Q: 3 clusters Score -4336722 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4336917.500000 Penalty: 5217.409180
	Iteration 18Q: 3 clusters Score -4336918 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4337114.500000 Penalty: 5217.409180
	Iteration 19Q: 3 clusters Score -4337114 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4337293.000000 Penalty: 5217.409180
	Iteration 20F: 3 clusters Score -4337293 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4337473.000000 Penalty: 5217.409180
	Iteration 21Q: 3 clusters Score -4337473 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4337623.500000 Penalty: 5217.409180
	Iteration 22Q: 3 clusters Score -4337624 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4337831.000000 Penalty: 5217.409180
	Iteration 23Q: 3 clusters Score -4337831 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4337951.000000 Penalty: 5217.409180
	Iteration 24Q: 3 clusters Score -4337951 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4338086.500000 Penalty: 5217.409180
	Iteration 25Q: 3 clusters Score -4338086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4338206.500000 Penalty: 5217.409180
	Iteration 26Q: 3 clusters Score -4338206 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4338315.000000 Penalty: 5217.409180
	Iteration 27Q: 3 clusters Score -4338315 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4338449.000000 Penalty: 5217.409180
	Iteration 28Q: 3 clusters Score -4338449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4338539.500000 Penalty: 5217.409180
	Iteration 29Q: 3 clusters Score -4338540 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4338624.000000 Penalty: 5217.409180
	Iteration 30Q: 3 clusters Score -4338624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4338711.500000 Penalty: 5217.409180
	Iteration 31Q: 3 clusters Score -4338712 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4338762.500000 Penalty: 5217.409180
	Iteration 32Q: 3 clusters Score -4338762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4338828.000000 Penalty: 5217.409180
	Iteration 33Q: 3 clusters Score -4338828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4338895.000000 Penalty: 5217.409180
	Iteration 34Q: 3 clusters Score -4338895 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4338958.000000 Penalty: 5217.409180
	Iteration 35Q: 3 clusters Score -4338958 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4339008.500000 Penalty: 5217.409180
	Iteration 36Q: 3 clusters Score -4339008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4339058.000000 Penalty: 5217.409180
	Iteration 37Q: 3 clusters Score -4339058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4339107.500000 Penalty: 5217.409180
	Iteration 38Q: 3 clusters Score -4339108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4339140.000000 Penalty: 5217.409180
	Iteration 39Q: 3 clusters Score -4339140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4339162.500000 Penalty: 5217.409180
	Iteration 40F: 3 clusters Score -4339162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -4339188.500000 Penalty: 5217.409180
	Iteration 41Q: 3 clusters Score -4339188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4339201.500000 Penalty: 5217.409180
	Iteration 42Q: 3 clusters Score -4339202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4339203.000000 Penalty: 5217.409180
	Iteration 43Q: 3 clusters Score -4339203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -4339208.500000 Penalty: 5217.409180
	Iteration 44Q: 3 clusters Score -4339208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4339210.500000 Penalty: 5217.409180
	Iteration 45Q: 3 clusters Score -4339210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4339219.500000 Penalty: 5217.409180
	Iteration 46Q: 3 clusters Score -4339220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4339220.000000 Penalty: 5217.409180
	Iteration 47Q: 3 clusters Score -4339220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4339222.000000 Penalty: 5217.409180
	Iteration 48Q: 3 clusters Score -4339222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4339228.000000 Penalty: 5217.409180
	Iteration 49Q: 3 clusters Score -4339228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4339233.500000 Penalty: 5217.409180
	Iteration 50Q: 3 clusters Score -4339234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4339238.000000 Penalty: 5217.409180
	Iteration 51Q: 3 clusters Score -4339238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4339235.500000 Penalty: 5217.409180
	Iteration 52Q: 3 clusters Score -4339236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4339236.500000 Penalty: 5217.409180
	Iteration 53Q: 3 clusters Score -4339236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4339236.000000 Penalty: 5217.409180
	Iteration 54Q: 3 clusters Score -4339236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4339240.000000 Penalty: 5217.409180
	Iteration 55Q: 3 clusters Score -4339240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4339243.000000 Penalty: 5217.409180
	Iteration 56Q: 3 clusters Score -4339243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4339244.000000 Penalty: 5217.409180
	Iteration 57Q: 3 clusters Score -4339244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4339244.000000 Penalty: 5217.409180
	Iteration 58Q: 3 clusters Score -4339244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4339246.500000 Penalty: 5217.409180
	Iteration 59Q: 3 clusters Score -4339246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4339248.500000 Penalty: 5217.409180
	Iteration 60F: 3 clusters Score -4339248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4339245.500000 Penalty: 5217.409180
	Iteration 61Q: 3 clusters Score -4339246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4339249.500000 Penalty: 5217.409180
	Iteration 62Q: 3 clusters Score -4339250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4339251.000000 Penalty: 5217.409180
	Iteration 63Q: 3 clusters Score -4339251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4339253.000000 Penalty: 5217.409180
	Iteration 64Q: 3 clusters Score -4339253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4339246.500000 Penalty: 5217.409180
	Iteration 65Q: 3 clusters Score -4339246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4339249.000000 Penalty: 5217.409180
	Iteration 66Q: 3 clusters Score -4339249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4339253.500000 Penalty: 5217.409180
	Iteration 67Q: 3 clusters Score -4339254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4339259.500000 Penalty: 5217.409180
	Iteration 68Q: 3 clusters Score -4339260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4339260.000000 Penalty: 5217.409180
	Iteration 69Q: 3 clusters Score -4339260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4339261.000000 Penalty: 5217.409180
	Iteration 70Q: 3 clusters Score -4339261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -4339264.500000 Penalty: 5217.409180
	Iteration 71Q: 3 clusters Score -4339264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4339271.500000 Penalty: 5217.409180
	Iteration 72Q: 3 clusters Score -4339272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4339267.500000 Penalty: 5217.409180
	Iteration 73Q: 3 clusters Score -4339268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4339264.500000 Penalty: 5217.409180
	Iteration 74Q: 3 clusters Score -4339264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4339265.000000 Penalty: 5217.409180
	Iteration 75Q: 3 clusters Score -4339265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4339269.500000 Penalty: 5217.409180
	Iteration 76Q: 3 clusters Score -4339270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4339269.500000 Penalty: 5217.409180
	Iteration 77F: 3 clusters Score -4339270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52639 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318378 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 99092 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179109 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 22 contains 31512 members 
Mstep: Class 24 contains 37011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700512.000000 Penalty: 89191.812500
Iteration 119Q: 27 clusters Score -1.147005e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 9307 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8256 members 
Mstep: Class 7 contains 52637 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318378 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 99090 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179113 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59964 members 
Mstep: Class 22 contains 31521 members 
Mstep: Class 23 contains 167 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700616.000000 Penalty: 89191.812500
Iteration 120F: 27 clusters Score -1.147006e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 9306 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52636 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318380 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 99090 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179117 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59952 members 
Mstep: Class 22 contains 31525 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37010 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700672.000000 Penalty: 89191.812500
Iteration 121Q: 27 clusters Score -1.147007e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 9305 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52636 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318386 members 
Mstep: Class 10 contains 22185 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 99087 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179118 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59940 members 
Mstep: Class 22 contains 31532 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37010 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700688.000000 Penalty: 89191.812500
Iteration 122Q: 27 clusters Score -1.147007e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 9307 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52636 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318390 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 99085 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179120 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59926 members 
Mstep: Class 22 contains 31537 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37010 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700648.000000 Penalty: 89191.812500
Iteration 123Q: 27 clusters Score -1.147006e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52635 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318390 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99081 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179120 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59914 members 
Mstep: Class 22 contains 31550 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37011 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700696.000000 Penalty: 89191.812500
Iteration 124Q: 27 clusters Score -1.147007e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52635 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318393 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99079 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179123 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59900 members 
Mstep: Class 22 contains 31562 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700784.000000 Penalty: 89191.812500
Iteration 125Q: 27 clusters Score -1.147008e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52635 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318402 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99079 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179124 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59883 members 
Mstep: Class 22 contains 31569 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700776.000000 Penalty: 89191.812500
Iteration 126Q: 27 clusters Score -1.147008e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52634 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318406 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59877 members 
Mstep: Class 22 contains 31578 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 555 members 
Mstep: Class 26 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700896.000000 Penalty: 89191.812500
Iteration 127Q: 27 clusters Score -1.147009e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318411 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99073 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179128 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59869 members 
Mstep: Class 22 contains 31587 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37011 members 
Mstep: Class 25 contains 556 members 
Mstep: Class 26 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700960.000000 Penalty: 89191.812500
Iteration 128Q: 27 clusters Score -1.14701e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318414 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99073 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179127 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59862 members 
Mstep: Class 22 contains 31592 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700936.000000 Penalty: 89191.812500
Iteration 129Q: 27 clusters Score -1.147009e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65376 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52630 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318417 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99074 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179129 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59854 members 
Mstep: Class 22 contains 31594 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37014 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700944.000000 Penalty: 89191.812500
Iteration 130Q: 27 clusters Score -1.147009e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65376 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52630 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318416 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99073 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179133 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59847 members 
Mstep: Class 22 contains 31600 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37013 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700920.000000 Penalty: 89191.812500
Iteration 131Q: 27 clusters Score -1.147009e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65376 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52628 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318424 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99074 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179132 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59837 members 
Mstep: Class 22 contains 31604 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37012 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700888.000000 Penalty: 89191.812500
Iteration 132Q: 27 clusters Score -1.147009e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65376 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52625 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318430 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99074 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179133 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59831 members 
Mstep: Class 22 contains 31607 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37011 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700928.000000 Penalty: 89191.812500
Iteration 133Q: 27 clusters Score -1.147009e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52622 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318432 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99072 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179134 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59825 members 
Mstep: Class 22 contains 31614 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37011 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700904.000000 Penalty: 89191.812500
Iteration 134Q: 27 clusters Score -1.147009e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 52621 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318436 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99071 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179134 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59819 members 
Mstep: Class 22 contains 31619 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37010 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700952.000000 Penalty: 89191.812500
Iteration 135Q: 27 clusters Score -1.14701e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52621 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318438 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99070 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179135 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59813 members 
Mstep: Class 22 contains 31626 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700936.000000 Penalty: 89191.812500
Iteration 136Q: 27 clusters Score -1.147009e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52620 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99070 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179134 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59810 members 
Mstep: Class 22 contains 31632 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37007 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700888.000000 Penalty: 89191.812500
Iteration 137Q: 27 clusters Score -1.147009e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52619 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318429 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99071 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179136 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59810 members 
Mstep: Class 22 contains 31637 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700864.000000 Penalty: 89191.812500
Iteration 138Q: 27 clusters Score -1.147009e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52620 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318423 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16792 members 
Mstep: Class 13 contains 99068 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179135 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59810 members 
Mstep: Class 22 contains 31646 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700880.000000 Penalty: 89191.812500
Iteration 139Q: 27 clusters Score -1.147009e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318420 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99071 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179129 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59808 members 
Mstep: Class 22 contains 31657 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700912.000000 Penalty: 89191.812500
Iteration 140F: 27 clusters Score -1.147009e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52619 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318414 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 99073 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59804 members 
Mstep: Class 22 contains 31667 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700888.000000 Penalty: 89191.812500
Iteration 141Q: 27 clusters Score -1.147009e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52617 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318418 members 
Mstep: Class 10 contains 22184 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99074 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179124 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59798 members 
Mstep: Class 22 contains 31671 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700920.000000 Penalty: 89191.812500
Iteration 142Q: 27 clusters Score -1.147009e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318419 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99076 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179122 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59794 members 
Mstep: Class 22 contains 31674 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700872.000000 Penalty: 89191.812500
Iteration 143Q: 27 clusters Score -1.147009e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52617 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318420 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99076 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179119 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59791 members 
Mstep: Class 22 contains 31678 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700880.000000 Penalty: 89191.812500
Iteration 144Q: 27 clusters Score -1.147009e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318423 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99076 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179120 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59786 members 
Mstep: Class 22 contains 31679 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700872.000000 Penalty: 89191.812500
Iteration 145Q: 27 clusters Score -1.147009e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318423 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179123 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59781 members 
Mstep: Class 22 contains 31680 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700872.000000 Penalty: 89191.812500
Iteration 146Q: 27 clusters Score -1.147009e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318426 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59775 members 
Mstep: Class 22 contains 31681 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700920.000000 Penalty: 89191.812500
Iteration 147Q: 27 clusters Score -1.147009e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65379 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318430 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179126 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59769 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700976.000000 Penalty: 89191.812500
Iteration 148Q: 27 clusters Score -1.14701e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318434 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179126 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59764 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700976.000000 Penalty: 89191.812500
Iteration 149Q: 27 clusters Score -1.14701e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22182 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59763 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700944.000000 Penalty: 89191.812500
Iteration 150Q: 27 clusters Score -1.147009e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318438 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59763 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114701000.000000 Penalty: 89191.812500
Iteration 151Q: 27 clusters Score -1.14701e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59763 members 
Mstep: Class 22 contains 31683 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700960.000000 Penalty: 89191.812500
Iteration 152Q: 27 clusters Score -1.14701e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179125 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59762 members 
Mstep: Class 22 contains 31684 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700952.000000 Penalty: 89191.812500
Iteration 153Q: 27 clusters Score -1.14701e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179124 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59761 members 
Mstep: Class 22 contains 31685 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700952.000000 Penalty: 89191.812500
Iteration 154Q: 27 clusters Score -1.14701e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65380 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318438 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179124 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59760 members 
Mstep: Class 22 contains 31685 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700944.000000 Penalty: 89191.812500
Iteration 155Q: 27 clusters Score -1.147009e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65381 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179124 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59760 members 
Mstep: Class 22 contains 31685 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700976.000000 Penalty: 89191.812500
Iteration 156Q: 27 clusters Score -1.14701e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 65381 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 52615 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 318437 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 99075 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 15 contains 179124 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 59760 members 
Mstep: Class 22 contains 31685 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 37009 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114700976.000000 Penalty: 89191.812500
Iteration 157F: 27 clusters Score -1.14701e+08 nChanged 0
Entering ConstructFrom: 
Score: -114700976.000000 Penalty: 89191.812500
Entering ConstructFrom: 
Trying to split cluster 1 (54594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Entering Unmasked Estep 
Score: -6374120.000000 Penalty: 2705.104492
	Iteration 0F: 2 clusters Score -6374120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -6337307.500000 Penalty: 5410.208984
	Iteration 0F: 3 clusters Score -6337308 nChanged 25410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6351469.000000 Penalty: 5410.208984
	Iteration 1F: 3 clusters Score -6351469 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6352195.000000 Penalty: 5410.208984
	Iteration 2Q: 3 clusters Score -6352195 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -6353092.500000 Penalty: 5410.208984
	Iteration 3Q: 3 clusters Score -6353092 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -6354493.500000 Penalty: 5410.208984
	Iteration 4Q: 3 clusters Score -6354494 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -6356497.500000 Penalty: 5410.208984
	Iteration 5F: 3 clusters Score -6356498 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -6359031.500000 Penalty: 5410.208984
	Iteration 6F: 3 clusters Score -6359032 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -6362057.000000 Penalty: 5410.208984
	Iteration 7F: 3 clusters Score -6362057 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -6365485.000000 Penalty: 5410.208984
	Iteration 8F: 3 clusters Score -6365485 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -6368554.500000 Penalty: 5410.208984
	Iteration 9F: 3 clusters Score -6368554 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -6370454.500000 Penalty: 5410.208984
	Iteration 10Q: 3 clusters Score -6370454 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -6371499.000000 Penalty: 5410.208984
	Iteration 11Q: 3 clusters Score -6371499 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -6372038.000000 Penalty: 5410.208984
	Iteration 12Q: 3 clusters Score -6372038 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -6372405.500000 Penalty: 5410.208984
	Iteration 13Q: 3 clusters Score -6372406 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -6372657.500000 Penalty: 5410.208984
	Iteration 14Q: 3 clusters Score -6372658 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6372879.000000 Penalty: 5410.208984
	Iteration 15Q: 3 clusters Score -6372879 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -6373064.000000 Penalty: 5410.208984
	Iteration 16Q: 3 clusters Score -6373064 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -6373225.000000 Penalty: 5410.208984
	Iteration 17Q: 3 clusters Score -6373225 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6373331.000000 Penalty: 5410.208984
	Iteration 18Q: 3 clusters Score -6373331 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -6373461.000000 Penalty: 5410.208984
	Iteration 19Q: 3 clusters Score -6373461 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6373536.500000 Penalty: 5410.208984
	Iteration 20F: 3 clusters Score -6373536 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6373595.500000 Penalty: 5410.208984
	Iteration 21Q: 3 clusters Score -6373596 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -6373661.500000 Penalty: 5410.208984
	Iteration 22Q: 3 clusters Score -6373662 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -6373684.000000 Penalty: 5410.208984
	Iteration 23Q: 3 clusters Score -6373684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6373734.500000 Penalty: 5410.208984
	Iteration 24Q: 3 clusters Score -6373734 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6373784.500000 Penalty: 5410.208984
	Iteration 25Q: 3 clusters Score -6373784 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6373817.000000 Penalty: 5410.208984
	Iteration 26Q: 3 clusters Score -6373817 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6373839.000000 Penalty: 5410.208984
	Iteration 27Q: 3 clusters Score -6373839 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -6373898.500000 Penalty: 5410.208984
	Iteration 28Q: 3 clusters Score -6373898 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6373913.500000 Penalty: 5410.208984
	Iteration 29Q: 3 clusters Score -6373914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6373944.500000 Penalty: 5410.208984
	Iteration 30Q: 3 clusters Score -6373944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -6373939.000000 Penalty: 5410.208984
	Iteration 31Q: 3 clusters Score -6373939 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -6373953.000000 Penalty: 5410.208984
	Iteration 32Q: 3 clusters Score -6373953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6373968.500000 Penalty: 5410.208984
	Iteration 33Q: 3 clusters Score -6373968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6374003.000000 Penalty: 5410.208984
	Iteration 34Q: 3 clusters Score -6374003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -6374001.500000 Penalty: 5410.208984
	Iteration 35Q: 3 clusters Score -6374002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6374005.500000 Penalty: 5410.208984
	Iteration 36Q: 3 clusters Score -6374006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6374007.000000 Penalty: 5410.208984
	Iteration 37Q: 3 clusters Score -6374007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6374017.500000 Penalty: 5410.208984
	Iteration 38Q: 3 clusters Score -6374018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -6374044.500000 Penalty: 5410.208984
	Iteration 39Q: 3 clusters Score -6374044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6374052.000000 Penalty: 5410.208984
	Iteration 40F: 3 clusters Score -6374052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -6374051.000000 Penalty: 5410.208984
	Iteration 41Q: 3 clusters Score -6374051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6374071.000000 Penalty: 5410.208984
	Iteration 42Q: 3 clusters Score -6374071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6374054.000000 Penalty: 5410.208984
	Iteration 43Q: 3 clusters Score -6374054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6374049.000000 Penalty: 5410.208984
	Iteration 44Q: 3 clusters Score -6374049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -6374052.000000 Penalty: 5410.208984
	Iteration 45Q: 3 clusters Score -6374052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6374055.500000 Penalty: 5410.208984
	Iteration 46Q: 3 clusters Score -6374056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6374051.000000 Penalty: 5410.208984
	Iteration 47Q: 3 clusters Score -6374051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -6374055.500000 Penalty: 5410.208984
	Iteration 48Q: 3 clusters Score -6374056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -6374054.000000 Penalty: 5410.208984
	Iteration 49Q: 3 clusters Score -6374054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -6374056.500000 Penalty: 5410.208984
	Iteration 50Q: 3 clusters Score -6374056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -6374055.000000 Penalty: 5410.208984
	Iteration 51Q: 3 clusters Score -6374055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6374049.000000 Penalty: 5410.208984
	Iteration 52Q: 3 clusters Score -6374049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6374057.000000 Penalty: 5410.208984
	Iteration 53Q: 3 clusters Score -6374057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -6374067.500000 Penalty: 5410.208984
	Iteration 54Q: 3 clusters Score -6374068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -6374071.500000 Penalty: 5410.208984
	Iteration 55Q: 3 clusters Score -6374072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6374076.500000 Penalty: 5410.208984
	Iteration 56Q: 3 clusters Score -6374076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6374078.000000 Penalty: 5410.208984
	Iteration 57Q: 3 clusters Score -6374078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6374076.500000 Penalty: 5410.208984
	Iteration 58Q: 3 clusters Score -6374076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6374077.000000 Penalty: 5410.208984
	Iteration 59Q: 3 clusters Score -6374077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -6374074.000000 Penalty: 5410.208984
	Iteration 60F: 3 clusters Score -6374074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -6374081.500000 Penalty: 5410.208984
	Iteration 61Q: 3 clusters Score -6374082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -6374076.000000 Penalty: 5410.208984
	Iteration 62Q: 3 clusters Score -6374076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6374085.000000 Penalty: 5410.208984
	Iteration 63Q: 3 clusters Score -6374085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -6374074.500000 Penalty: 5410.208984
	Iteration 64Q: 3 clusters Score -6374074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -6374065.500000 Penalty: 5410.208984
	Iteration 65Q: 3 clusters Score -6374066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -6374072.000000 Penalty: 5410.208984
	Iteration 66Q: 3 clusters Score -6374072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6374080.000000 Penalty: 5410.208984
	Iteration 67Q: 3 clusters Score -6374080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -6374079.500000 Penalty: 5410.208984
	Iteration 68Q: 3 clusters Score -6374080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6374077.000000 Penalty: 5410.208984
	Iteration 69Q: 3 clusters Score -6374077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6374075.500000 Penalty: 5410.208984
	Iteration 70Q: 3 clusters Score -6374076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6374078.000000 Penalty: 5410.208984
	Iteration 71Q: 3 clusters Score -6374078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -6374073.500000 Penalty: 5410.208984
	Iteration 72Q: 3 clusters Score -6374074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6374074.500000 Penalty: 5410.208984
	Iteration 73Q: 3 clusters Score -6374074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6374074.500000 Penalty: 5410.208984
	Iteration 74F: 3 clusters Score -6374074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -1047659.812500 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -1047660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1040439.187500 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -1040439 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1042615.000000 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -1042615 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1042959.375000 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -1042959 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1043214.375000 Penalty: 4532.920410
	Iteration 3F: 3 clusters Score -1043214 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1043417.250000 Penalty: 4532.920410
	Iteration 4Q: 3 clusters Score -1043417 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1043593.125000 Penalty: 4532.920410
	Iteration 5Q: 3 clusters Score -1043593 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1043760.937500 Penalty: 4532.920410
	Iteration 6Q: 3 clusters Score -1043761 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1043943.000000 Penalty: 4532.920410
	Iteration 7Q: 3 clusters Score -1043943 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1044101.312500 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -1044101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1044235.000000 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -1044235 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1044337.250000 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -1044337 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1044438.125000 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -1044438 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1044516.687500 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -1044517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1044573.312500 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -1044573 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1044619.812500 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -1044620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1044656.625000 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -1044657 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1044695.812500 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -1044696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1044728.750000 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -1044729 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1044759.437500 Penalty: 4532.920410
	Iteration 18Q: 3 clusters Score -1044759 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1044788.375000 Penalty: 4532.920410
	Iteration 19Q: 3 clusters Score -1044788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1044812.250000 Penalty: 4532.920410
	Iteration 20F: 3 clusters Score -1044812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1044836.187500 Penalty: 4532.920410
	Iteration 21Q: 3 clusters Score -1044836 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1044857.375000 Penalty: 4532.920410
	Iteration 22Q: 3 clusters Score -1044857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1044879.812500 Penalty: 4532.920410
	Iteration 23Q: 3 clusters Score -1044880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1044896.500000 Penalty: 4532.920410
	Iteration 24Q: 3 clusters Score -1044896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1044911.875000 Penalty: 4532.920410
	Iteration 25Q: 3 clusters Score -1044912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1044927.437500 Penalty: 4532.920410
	Iteration 26Q: 3 clusters Score -1044927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1044933.812500 Penalty: 4532.920410
	Iteration 27Q: 3 clusters Score -1044934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1044943.687500 Penalty: 4532.920410
	Iteration 28Q: 3 clusters Score -1044944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1044947.750000 Penalty: 4532.920410
	Iteration 29Q: 3 clusters Score -1044948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1044959.125000 Penalty: 4532.920410
	Iteration 30Q: 3 clusters Score -1044959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1044961.250000 Penalty: 4532.920410
	Iteration 31Q: 3 clusters Score -1044961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1044965.687500 Penalty: 4532.920410
	Iteration 32Q: 3 clusters Score -1044966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1044966.937500 Penalty: 4532.920410
	Iteration 33Q: 3 clusters Score -1044967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1044969.875000 Penalty: 4532.920410
	Iteration 34Q: 3 clusters Score -1044970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1044973.687500 Penalty: 4532.920410
	Iteration 35Q: 3 clusters Score -1044974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1044978.437500 Penalty: 4532.920410
	Iteration 36Q: 3 clusters Score -1044978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1044977.875000 Penalty: 4532.920410
	Iteration 37Q: 3 clusters Score -1044978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1044981.625000 Penalty: 4532.920410
	Iteration 38Q: 3 clusters Score -1044982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1044980.750000 Penalty: 4532.920410
	Iteration 39Q: 3 clusters Score -1044981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1044981.437500 Penalty: 4532.920410
	Iteration 40F: 3 clusters Score -1044981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1044982.375000 Penalty: 4532.920410
	Iteration 41Q: 3 clusters Score -1044982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1044985.625000 Penalty: 4532.920410
	Iteration 42Q: 3 clusters Score -1044986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1044988.062500 Penalty: 4532.920410
	Iteration 43Q: 3 clusters Score -1044988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1044991.437500 Penalty: 4532.920410
	Iteration 44Q: 3 clusters Score -1044991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1044996.062500 Penalty: 4532.920410
	Iteration 45Q: 3 clusters Score -1044996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1045002.687500 Penalty: 4532.920410
	Iteration 46Q: 3 clusters Score -1045003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1045006.000000 Penalty: 4532.920410
	Iteration 47Q: 3 clusters Score -1045006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1045009.062500 Penalty: 4532.920410
	Iteration 48Q: 3 clusters Score -1045009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1045012.375000 Penalty: 4532.920410
	Iteration 49Q: 3 clusters Score -1045012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1045016.687500 Penalty: 4532.920410
	Iteration 50Q: 3 clusters Score -1045017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1045016.000000 Penalty: 4532.920410
	Iteration 51Q: 3 clusters Score -1045016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1045017.562500 Penalty: 4532.920410
	Iteration 52Q: 3 clusters Score -1045018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1045019.500000 Penalty: 4532.920410
	Iteration 53Q: 3 clusters Score -1045020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1045020.000000 Penalty: 4532.920410
	Iteration 54Q: 3 clusters Score -1045020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1045019.125000 Penalty: 4532.920410
	Iteration 55Q: 3 clusters Score -1045019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1045019.375000 Penalty: 4532.920410
	Iteration 56Q: 3 clusters Score -1045019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1045021.750000 Penalty: 4532.920410
	Iteration 57Q: 3 clusters Score -1045022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1045021.875000 Penalty: 4532.920410
	Iteration 58Q: 3 clusters Score -1045022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1045023.687500 Penalty: 4532.920410
	Iteration 59Q: 3 clusters Score -1045024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1045025.125000 Penalty: 4532.920410
	Iteration 60F: 3 clusters Score -1045025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1045028.437500 Penalty: 4532.920410
	Iteration 61Q: 3 clusters Score -1045028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1045027.375000 Penalty: 4532.920410
	Iteration 62Q: 3 clusters Score -1045027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1045028.875000 Penalty: 4532.920410
	Iteration 63Q: 3 clusters Score -1045029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1045029.500000 Penalty: 4532.920410
	Iteration 64Q: 3 clusters Score -1045030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1045027.437500 Penalty: 4532.920410
	Iteration 65Q: 3 clusters Score -1045027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1045028.062500 Penalty: 4532.920410
	Iteration 66Q: 3 clusters Score -1045028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1045028.187500 Penalty: 4532.920410
	Iteration 67Q: 3 clusters Score -1045028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1045029.375000 Penalty: 4532.920410
	Iteration 68Q: 3 clusters Score -1045029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1045027.875000 Penalty: 4532.920410
	Iteration 69Q: 3 clusters Score -1045028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1045028.562500 Penalty: 4532.920410
	Iteration 70Q: 3 clusters Score -1045029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1045030.125000 Penalty: 4532.920410
	Iteration 71Q: 3 clusters Score -1045030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1045030.125000 Penalty: 4532.920410
	Iteration 72F: 3 clusters Score -1045030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Entering Unmasked Estep 
Score: -2110502.250000 Penalty: 2432.307861
	Iteration 0F: 2 clusters Score -2110502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2097534.750000 Penalty: 4864.615723
	Iteration 0F: 3 clusters Score -2097535 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2101785.750000 Penalty: 4864.615723
	Iteration 1F: 3 clusters Score -2101786 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2102214.250000 Penalty: 4864.615723
	Iteration 2F: 3 clusters Score -2102214 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2102677.250000 Penalty: 4864.615723
	Iteration 3Q: 3 clusters Score -2102677 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2103119.000000 Penalty: 4864.615723
	Iteration 4Q: 3 clusters Score -2103119 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2103488.750000 Penalty: 4864.615723
	Iteration 5Q: 3 clusters Score -2103489 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2103879.500000 Penalty: 4864.615723
	Iteration 6Q: 3 clusters Score -2103880 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2104236.250000 Penalty: 4864.615723
	Iteration 7Q: 3 clusters Score -2104236 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2104536.750000 Penalty: 4864.615723
	Iteration 8Q: 3 clusters Score -2104537 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2104780.500000 Penalty: 4864.615723
	Iteration 9Q: 3 clusters Score -2104780 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2105054.000000 Penalty: 4864.615723
	Iteration 10Q: 3 clusters Score -2105054 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2105342.000000 Penalty: 4864.615723
	Iteration 11Q: 3 clusters Score -2105342 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2105629.250000 Penalty: 4864.615723
	Iteration 12Q: 3 clusters Score -2105629 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2105902.000000 Penalty: 4864.615723
	Iteration 13Q: 3 clusters Score -2105902 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2106124.500000 Penalty: 4864.615723
	Iteration 14Q: 3 clusters Score -2106124 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2106312.250000 Penalty: 4864.615723
	Iteration 15Q: 3 clusters Score -2106312 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2106472.000000 Penalty: 4864.615723
	Iteration 16Q: 3 clusters Score -2106472 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2106598.250000 Penalty: 4864.615723
	Iteration 17Q: 3 clusters Score -2106598 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2106732.250000 Penalty: 4864.615723
	Iteration 18Q: 3 clusters Score -2106732 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2106817.750000 Penalty: 4864.615723
	Iteration 19Q: 3 clusters Score -2106818 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2106920.500000 Penalty: 4864.615723
	Iteration 20F: 3 clusters Score -2106920 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2107000.250000 Penalty: 4864.615723
	Iteration 21Q: 3 clusters Score -2107000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2107056.750000 Penalty: 4864.615723
	Iteration 22Q: 3 clusters Score -2107057 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2107117.500000 Penalty: 4864.615723
	Iteration 23Q: 3 clusters Score -2107118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2107168.750000 Penalty: 4864.615723
	Iteration 24Q: 3 clusters Score -2107169 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2107214.750000 Penalty: 4864.615723
	Iteration 25Q: 3 clusters Score -2107215 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2107260.500000 Penalty: 4864.615723
	Iteration 26Q: 3 clusters Score -2107260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2107295.000000 Penalty: 4864.615723
	Iteration 27Q: 3 clusters Score -2107295 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2107330.750000 Penalty: 4864.615723
	Iteration 28Q: 3 clusters Score -2107331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2107366.250000 Penalty: 4864.615723
	Iteration 29Q: 3 clusters Score -2107366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2107405.500000 Penalty: 4864.615723
	Iteration 30Q: 3 clusters Score -2107406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2107441.000000 Penalty: 4864.615723
	Iteration 31Q: 3 clusters Score -2107441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2107477.500000 Penalty: 4864.615723
	Iteration 32Q: 3 clusters Score -2107478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2107501.250000 Penalty: 4864.615723
	Iteration 33Q: 3 clusters Score -2107501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2107535.750000 Penalty: 4864.615723
	Iteration 34Q: 3 clusters Score -2107536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2107572.500000 Penalty: 4864.615723
	Iteration 35Q: 3 clusters Score -2107572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2107607.750000 Penalty: 4864.615723
	Iteration 36Q: 3 clusters Score -2107608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2107651.500000 Penalty: 4864.615723
	Iteration 37Q: 3 clusters Score -2107652 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2107703.000000 Penalty: 4864.615723
	Iteration 38Q: 3 clusters Score -2107703 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2107752.250000 Penalty: 4864.615723
	Iteration 39Q: 3 clusters Score -2107752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2107800.000000 Penalty: 4864.615723
	Iteration 40F: 3 clusters Score -2107800 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2107855.000000 Penalty: 4864.615723
	Iteration 41Q: 3 clusters Score -2107855 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2107916.500000 Penalty: 4864.615723
	Iteration 42Q: 3 clusters Score -2107916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2107970.750000 Penalty: 4864.615723
	Iteration 43Q: 3 clusters Score -2107971 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2108017.750000 Penalty: 4864.615723
	Iteration 44Q: 3 clusters Score -2108018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2108066.500000 Penalty: 4864.615723
	Iteration 45Q: 3 clusters Score -2108066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2108101.750000 Penalty: 4864.615723
	Iteration 46Q: 3 clusters Score -2108102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2108128.750000 Penalty: 4864.615723
	Iteration 47Q: 3 clusters Score -2108129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2108156.750000 Penalty: 4864.615723
	Iteration 48Q: 3 clusters Score -2108157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2108187.250000 Penalty: 4864.615723
	Iteration 49Q: 3 clusters Score -2108187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2108201.000000 Penalty: 4864.615723
	Iteration 50Q: 3 clusters Score -2108201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2108227.000000 Penalty: 4864.615723
	Iteration 51Q: 3 clusters Score -2108227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2108251.000000 Penalty: 4864.615723
	Iteration 52Q: 3 clusters Score -2108251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2108269.750000 Penalty: 4864.615723
	Iteration 53Q: 3 clusters Score -2108270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2108300.750000 Penalty: 4864.615723
	Iteration 54Q: 3 clusters Score -2108301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2108318.750000 Penalty: 4864.615723
	Iteration 55Q: 3 clusters Score -2108319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2108345.250000 Penalty: 4864.615723
	Iteration 56Q: 3 clusters Score -2108345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2108364.250000 Penalty: 4864.615723
	Iteration 57Q: 3 clusters Score -2108364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2108371.250000 Penalty: 4864.615723
	Iteration 58Q: 3 clusters Score -2108371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2108381.750000 Penalty: 4864.615723
	Iteration 59Q: 3 clusters Score -2108382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2108388.750000 Penalty: 4864.615723
	Iteration 60F: 3 clusters Score -2108389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2108395.500000 Penalty: 4864.615723
	Iteration 61Q: 3 clusters Score -2108396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2108398.500000 Penalty: 4864.615723
	Iteration 62Q: 3 clusters Score -2108398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2108404.000000 Penalty: 4864.615723
	Iteration 63Q: 3 clusters Score -2108404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2108407.750000 Penalty: 4864.615723
	Iteration 64Q: 3 clusters Score -2108408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2108411.750000 Penalty: 4864.615723
	Iteration 65Q: 3 clusters Score -2108412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2108419.000000 Penalty: 4864.615723
	Iteration 66Q: 3 clusters Score -2108419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2108427.000000 Penalty: 4864.615723
	Iteration 67Q: 3 clusters Score -2108427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2108430.000000 Penalty: 4864.615723
	Iteration 68Q: 3 clusters Score -2108430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2108429.500000 Penalty: 4864.615723
	Iteration 69Q: 3 clusters Score -2108430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2108432.750000 Penalty: 4864.615723
	Iteration 70Q: 3 clusters Score -2108433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2108433.000000 Penalty: 4864.615723
	Iteration 71Q: 3 clusters Score -2108433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2108434.000000 Penalty: 4864.615723
	Iteration 72Q: 3 clusters Score -2108434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2108431.750000 Penalty: 4864.615723
	Iteration 73Q: 3 clusters Score -2108432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2108431.750000 Penalty: 4864.615723
	Iteration 74F: 3 clusters Score -2108432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -115201.140625 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -115201.1 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 578 members 
Entering Unmasked Estep 
Score: -113296.250000 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -113296.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113860.507812 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -113860.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114304.828125 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -114304.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114532.093750 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -114532.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114608.671875 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -114608.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114629.492188 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -114629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114642.101562 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -114642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114647.984375 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -114648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -114653.898438 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -114653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114662.968750 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -114663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114670.406250 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -114670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114675.820312 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -114675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114686.093750 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -114686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114688.093750 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -114688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114688.625000 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -114688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -114689.515625 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -114689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114691.171875 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -114691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114697.710938 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -114697.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -114699.210938 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -114699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114704.093750 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -114704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114708.898438 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -114708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114711.546875 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -114711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114711.546875 Penalty: 3488.619141
	Iteration 22F: 3 clusters Score -114711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Entering Unmasked Estep 
Score: -7625282.000000 Penalty: 2749.820801
	Iteration 0F: 2 clusters Score -7625282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -7581560.500000 Penalty: 5499.641602
	Iteration 0F: 3 clusters Score -7581560 nChanged 30559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -7598397.000000 Penalty: 5499.641602
	Iteration 1F: 3 clusters Score -7598397 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7598934.000000 Penalty: 5499.641602
	Iteration 2Q: 3 clusters Score -7598934 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -7599492.500000 Penalty: 5499.641602
	Iteration 3Q: 3 clusters Score -7599492 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -7600128.500000 Penalty: 5499.641602
	Iteration 4Q: 3 clusters Score -7600128 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -7600861.500000 Penalty: 5499.641602
	Iteration 5Q: 3 clusters Score -7600862 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -7601590.000000 Penalty: 5499.641602
	Iteration 6Q: 3 clusters Score -7601590 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7602402.500000 Penalty: 5499.641602
	Iteration 7Q: 3 clusters Score -7602402 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -7603283.000000 Penalty: 5499.641602
	Iteration 8Q: 3 clusters Score -7603283 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -7604081.000000 Penalty: 5499.641602
	Iteration 9Q: 3 clusters Score -7604081 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -7604870.000000 Penalty: 5499.641602
	Iteration 10Q: 3 clusters Score -7604870 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -7605582.500000 Penalty: 5499.641602
	Iteration 11Q: 3 clusters Score -7605582 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -7606332.500000 Penalty: 5499.641602
	Iteration 12Q: 3 clusters Score -7606332 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -7607064.500000 Penalty: 5499.641602
	Iteration 13Q: 3 clusters Score -7607064 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -7607926.000000 Penalty: 5499.641602
	Iteration 14Q: 3 clusters Score -7607926 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7609019.500000 Penalty: 5499.641602
	Iteration 15Q: 3 clusters Score -7609020 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -7610480.500000 Penalty: 5499.641602
	Iteration 16Q: 3 clusters Score -7610480 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -7612258.000000 Penalty: 5499.641602
	Iteration 17Q: 3 clusters Score -7612258 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -7614421.000000 Penalty: 5499.641602
	Iteration 18F: 3 clusters Score -7614421 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -7616694.000000 Penalty: 5499.641602
	Iteration 19Q: 3 clusters Score -7616694 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -7618738.000000 Penalty: 5499.641602
	Iteration 20F: 3 clusters Score -7618738 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7620362.500000 Penalty: 5499.641602
	Iteration 21Q: 3 clusters Score -7620362 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7621425.000000 Penalty: 5499.641602
	Iteration 22Q: 3 clusters Score -7621425 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7622078.000000 Penalty: 5499.641602
	Iteration 23Q: 3 clusters Score -7622078 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7622362.500000 Penalty: 5499.641602
	Iteration 24Q: 3 clusters Score -7622362 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7622522.000000 Penalty: 5499.641602
	Iteration 25Q: 3 clusters Score -7622522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7622639.500000 Penalty: 5499.641602
	Iteration 26Q: 3 clusters Score -7622640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7622742.000000 Penalty: 5499.641602
	Iteration 27Q: 3 clusters Score -7622742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7622811.000000 Penalty: 5499.641602
	Iteration 28Q: 3 clusters Score -7622811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7622855.500000 Penalty: 5499.641602
	Iteration 29Q: 3 clusters Score -7622856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7622883.500000 Penalty: 5499.641602
	Iteration 30Q: 3 clusters Score -7622884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7622904.500000 Penalty: 5499.641602
	Iteration 31Q: 3 clusters Score -7622904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7622929.500000 Penalty: 5499.641602
	Iteration 32Q: 3 clusters Score -7622930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7622923.500000 Penalty: 5499.641602
	Iteration 33Q: 3 clusters Score -7622924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7622928.500000 Penalty: 5499.641602
	Iteration 34Q: 3 clusters Score -7622928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7622921.000000 Penalty: 5499.641602
	Iteration 35Q: 3 clusters Score -7622921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7622928.000000 Penalty: 5499.641602
	Iteration 36Q: 3 clusters Score -7622928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7622923.500000 Penalty: 5499.641602
	Iteration 37Q: 3 clusters Score -7622924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7622929.000000 Penalty: 5499.641602
	Iteration 38Q: 3 clusters Score -7622929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7622937.000000 Penalty: 5499.641602
	Iteration 39Q: 3 clusters Score -7622937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7622938.000000 Penalty: 5499.641602
	Iteration 40F: 3 clusters Score -7622938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7622948.500000 Penalty: 5499.641602
	Iteration 41Q: 3 clusters Score -7622948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7622948.500000 Penalty: 5499.641602
	Iteration 42Q: 3 clusters Score -7622948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7622954.000000 Penalty: 5499.641602
	Iteration 43Q: 3 clusters Score -7622954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7622955.000000 Penalty: 5499.641602
	Iteration 44Q: 3 clusters Score -7622955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7622951.500000 Penalty: 5499.641602
	Iteration 45Q: 3 clusters Score -7622952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7622957.000000 Penalty: 5499.641602
	Iteration 46Q: 3 clusters Score -7622957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7622958.500000 Penalty: 5499.641602
	Iteration 47Q: 3 clusters Score -7622958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7622957.000000 Penalty: 5499.641602
	Iteration 48Q: 3 clusters Score -7622957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7622955.000000 Penalty: 5499.641602
	Iteration 49Q: 3 clusters Score -7622955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7622963.000000 Penalty: 5499.641602
	Iteration 50Q: 3 clusters Score -7622963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7622963.000000 Penalty: 5499.641602
	Iteration 51Q: 3 clusters Score -7622963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7622959.500000 Penalty: 5499.641602
	Iteration 52Q: 3 clusters Score -7622960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7622959.500000 Penalty: 5499.641602
	Iteration 53F: 3 clusters Score -7622960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Entering Unmasked Estep 
Score: -945756.625000 Penalty: 2236.666504
	Iteration 0F: 2 clusters Score -945756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -939131.250000 Penalty: 4473.333008
	Iteration 0F: 3 clusters Score -939131.2 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -940929.687500 Penalty: 4473.333008
	Iteration 1F: 3 clusters Score -940929.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -941188.625000 Penalty: 4473.333008
	Iteration 2F: 3 clusters Score -941188.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -941383.437500 Penalty: 4473.333008
	Iteration 3F: 3 clusters Score -941383.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -941519.500000 Penalty: 4473.333008
	Iteration 4Q: 3 clusters Score -941519.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -941628.187500 Penalty: 4473.333008
	Iteration 5Q: 3 clusters Score -941628.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -941728.375000 Penalty: 4473.333008
	Iteration 6Q: 3 clusters Score -941728.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -941833.312500 Penalty: 4473.333008
	Iteration 7Q: 3 clusters Score -941833.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -941940.312500 Penalty: 4473.333008
	Iteration 8Q: 3 clusters Score -941940.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -942035.812500 Penalty: 4473.333008
	Iteration 9Q: 3 clusters Score -942035.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -942157.125000 Penalty: 4473.333008
	Iteration 10Q: 3 clusters Score -942157.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -942308.937500 Penalty: 4473.333008
	Iteration 11Q: 3 clusters Score -942308.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -942491.625000 Penalty: 4473.333008
	Iteration 12Q: 3 clusters Score -942491.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -942703.375000 Penalty: 4473.333008
	Iteration 13Q: 3 clusters Score -942703.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -942969.812500 Penalty: 4473.333008
	Iteration 14Q: 3 clusters Score -942969.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -943237.250000 Penalty: 4473.333008
	Iteration 15Q: 3 clusters Score -943237.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -943431.875000 Penalty: 4473.333008
	Iteration 16Q: 3 clusters Score -943431.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -943569.250000 Penalty: 4473.333008
	Iteration 17Q: 3 clusters Score -943569.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -943682.875000 Penalty: 4473.333008
	Iteration 18Q: 3 clusters Score -943682.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -943765.125000 Penalty: 4473.333008
	Iteration 19Q: 3 clusters Score -943765.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -943830.312500 Penalty: 4473.333008
	Iteration 20F: 3 clusters Score -943830.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -943878.250000 Penalty: 4473.333008
	Iteration 21Q: 3 clusters Score -943878.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -943913.062500 Penalty: 4473.333008
	Iteration 22Q: 3 clusters Score -943913.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -943940.625000 Penalty: 4473.333008
	Iteration 23Q: 3 clusters Score -943940.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -943962.375000 Penalty: 4473.333008
	Iteration 24Q: 3 clusters Score -943962.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -943975.812500 Penalty: 4473.333008
	Iteration 25Q: 3 clusters Score -943975.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -943993.937500 Penalty: 4473.333008
	Iteration 26Q: 3 clusters Score -943993.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -944018.812500 Penalty: 4473.333008
	Iteration 27Q: 3 clusters Score -944018.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -944046.187500 Penalty: 4473.333008
	Iteration 28Q: 3 clusters Score -944046.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -944064.437500 Penalty: 4473.333008
	Iteration 29Q: 3 clusters Score -944064.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -944091.437500 Penalty: 4473.333008
	Iteration 30Q: 3 clusters Score -944091.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -944120.000000 Penalty: 4473.333008
	Iteration 31Q: 3 clusters Score -944120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -944157.375000 Penalty: 4473.333008
	Iteration 32Q: 3 clusters Score -944157.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -944188.500000 Penalty: 4473.333008
	Iteration 33Q: 3 clusters Score -944188.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -944221.125000 Penalty: 4473.333008
	Iteration 34Q: 3 clusters Score -944221.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -944238.375000 Penalty: 4473.333008
	Iteration 35Q: 3 clusters Score -944238.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -944262.062500 Penalty: 4473.333008
	Iteration 36Q: 3 clusters Score -944262.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -944299.437500 Penalty: 4473.333008
	Iteration 37Q: 3 clusters Score -944299.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -944324.250000 Penalty: 4473.333008
	Iteration 38Q: 3 clusters Score -944324.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -944347.625000 Penalty: 4473.333008
	Iteration 39Q: 3 clusters Score -944347.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -944370.000000 Penalty: 4473.333008
	Iteration 40F: 3 clusters Score -944370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -944387.750000 Penalty: 4473.333008
	Iteration 41Q: 3 clusters Score -944387.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -944397.937500 Penalty: 4473.333008
	Iteration 42Q: 3 clusters Score -944397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -944407.125000 Penalty: 4473.333008
	Iteration 43Q: 3 clusters Score -944407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -944414.875000 Penalty: 4473.333008
	Iteration 44Q: 3 clusters Score -944414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -944420.812500 Penalty: 4473.333008
	Iteration 45Q: 3 clusters Score -944420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -944427.375000 Penalty: 4473.333008
	Iteration 46Q: 3 clusters Score -944427.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -944431.125000 Penalty: 4473.333008
	Iteration 47Q: 3 clusters Score -944431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -944434.562500 Penalty: 4473.333008
	Iteration 48Q: 3 clusters Score -944434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -944438.687500 Penalty: 4473.333008
	Iteration 49Q: 3 clusters Score -944438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -944439.750000 Penalty: 4473.333008
	Iteration 50Q: 3 clusters Score -944439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -944442.375000 Penalty: 4473.333008
	Iteration 51Q: 3 clusters Score -944442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -944442.625000 Penalty: 4473.333008
	Iteration 52Q: 3 clusters Score -944442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -944444.312500 Penalty: 4473.333008
	Iteration 53Q: 3 clusters Score -944444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -944445.562500 Penalty: 4473.333008
	Iteration 54Q: 3 clusters Score -944445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -944445.250000 Penalty: 4473.333008
	Iteration 55Q: 3 clusters Score -944445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -944445.312500 Penalty: 4473.333008
	Iteration 56Q: 3 clusters Score -944445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -944445.312500 Penalty: 4473.333008
	Iteration 57F: 3 clusters Score -944445.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Entering Unmasked Estep 
Score: -6131465.000000 Penalty: 2695.947510
	Iteration 0F: 2 clusters Score -6131465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -6096065.500000 Penalty: 5391.895020
	Iteration 0F: 3 clusters Score -6096066 nChanged 24321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6109487.000000 Penalty: 5391.895020
	Iteration 1F: 3 clusters Score -6109487 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6110111.500000 Penalty: 5391.895020
	Iteration 2Q: 3 clusters Score -6110112 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -6110809.000000 Penalty: 5391.895020
	Iteration 3Q: 3 clusters Score -6110809 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -6111630.500000 Penalty: 5391.895020
	Iteration 4Q: 3 clusters Score -6111630 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6112643.500000 Penalty: 5391.895020
	Iteration 5Q: 3 clusters Score -6112644 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -6114019.000000 Penalty: 5391.895020
	Iteration 6Q: 3 clusters Score -6114019 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6115712.500000 Penalty: 5391.895020
	Iteration 7F: 3 clusters Score -6115712 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6117618.500000 Penalty: 5391.895020
	Iteration 8F: 3 clusters Score -6117618 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6119703.500000 Penalty: 5391.895020
	Iteration 9F: 3 clusters Score -6119704 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -6121346.000000 Penalty: 5391.895020
	Iteration 10F: 3 clusters Score -6121346 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -6122249.500000 Penalty: 5391.895020
	Iteration 11Q: 3 clusters Score -6122250 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6122819.500000 Penalty: 5391.895020
	Iteration 12Q: 3 clusters Score -6122820 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -6123148.500000 Penalty: 5391.895020
	Iteration 13Q: 3 clusters Score -6123148 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -6123462.500000 Penalty: 5391.895020
	Iteration 14Q: 3 clusters Score -6123462 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6123778.000000 Penalty: 5391.895020
	Iteration 15Q: 3 clusters Score -6123778 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -6124035.000000 Penalty: 5391.895020
	Iteration 16Q: 3 clusters Score -6124035 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -6124302.000000 Penalty: 5391.895020
	Iteration 17Q: 3 clusters Score -6124302 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -6124550.000000 Penalty: 5391.895020
	Iteration 18Q: 3 clusters Score -6124550 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -6124797.500000 Penalty: 5391.895020
	Iteration 19Q: 3 clusters Score -6124798 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -6125038.000000 Penalty: 5391.895020
	Iteration 20F: 3 clusters Score -6125038 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -6125310.500000 Penalty: 5391.895020
	Iteration 21Q: 3 clusters Score -6125310 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -6125530.500000 Penalty: 5391.895020
	Iteration 22Q: 3 clusters Score -6125530 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -6125812.500000 Penalty: 5391.895020
	Iteration 23Q: 3 clusters Score -6125812 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6125979.500000 Penalty: 5391.895020
	Iteration 24Q: 3 clusters Score -6125980 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -6126160.000000 Penalty: 5391.895020
	Iteration 25Q: 3 clusters Score -6126160 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -6126372.000000 Penalty: 5391.895020
	Iteration 26Q: 3 clusters Score -6126372 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -6126554.500000 Penalty: 5391.895020
	Iteration 27Q: 3 clusters Score -6126554 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -6126748.500000 Penalty: 5391.895020
	Iteration 28Q: 3 clusters Score -6126748 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -6126891.500000 Penalty: 5391.895020
	Iteration 29Q: 3 clusters Score -6126892 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -6127045.000000 Penalty: 5391.895020
	Iteration 30Q: 3 clusters Score -6127045 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6127230.500000 Penalty: 5391.895020
	Iteration 31Q: 3 clusters Score -6127230 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6127437.500000 Penalty: 5391.895020
	Iteration 32Q: 3 clusters Score -6127438 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -6127618.000000 Penalty: 5391.895020
	Iteration 33Q: 3 clusters Score -6127618 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6127753.000000 Penalty: 5391.895020
	Iteration 34Q: 3 clusters Score -6127753 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6127913.500000 Penalty: 5391.895020
	Iteration 35Q: 3 clusters Score -6127914 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6128053.000000 Penalty: 5391.895020
	Iteration 36Q: 3 clusters Score -6128053 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6128234.000000 Penalty: 5391.895020
	Iteration 37Q: 3 clusters Score -6128234 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6128369.500000 Penalty: 5391.895020
	Iteration 38Q: 3 clusters Score -6128370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6128456.500000 Penalty: 5391.895020
	Iteration 39Q: 3 clusters Score -6128456 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6128548.500000 Penalty: 5391.895020
	Iteration 40F: 3 clusters Score -6128548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6128636.000000 Penalty: 5391.895020
	Iteration 41Q: 3 clusters Score -6128636 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6128730.000000 Penalty: 5391.895020
	Iteration 42Q: 3 clusters Score -6128730 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6128808.500000 Penalty: 5391.895020
	Iteration 43Q: 3 clusters Score -6128808 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6128899.500000 Penalty: 5391.895020
	Iteration 44Q: 3 clusters Score -6128900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6128950.500000 Penalty: 5391.895020
	Iteration 45Q: 3 clusters Score -6128950 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6129006.500000 Penalty: 5391.895020
	Iteration 46Q: 3 clusters Score -6129006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6129036.000000 Penalty: 5391.895020
	Iteration 47Q: 3 clusters Score -6129036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6129063.000000 Penalty: 5391.895020
	Iteration 48Q: 3 clusters Score -6129063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6129109.500000 Penalty: 5391.895020
	Iteration 49Q: 3 clusters Score -6129110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6129124.000000 Penalty: 5391.895020
	Iteration 50Q: 3 clusters Score -6129124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6129150.000000 Penalty: 5391.895020
	Iteration 51Q: 3 clusters Score -6129150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6129155.000000 Penalty: 5391.895020
	Iteration 52Q: 3 clusters Score -6129155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6129157.000000 Penalty: 5391.895020
	Iteration 53Q: 3 clusters Score -6129157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6129163.500000 Penalty: 5391.895020
	Iteration 54Q: 3 clusters Score -6129164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6129181.000000 Penalty: 5391.895020
	Iteration 55Q: 3 clusters Score -6129181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6129210.500000 Penalty: 5391.895020
	Iteration 56Q: 3 clusters Score -6129210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6129209.000000 Penalty: 5391.895020
	Iteration 57Q: 3 clusters Score -6129209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6129216.000000 Penalty: 5391.895020
	Iteration 58Q: 3 clusters Score -6129216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6129218.500000 Penalty: 5391.895020
	Iteration 59Q: 3 clusters Score -6129218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6129227.500000 Penalty: 5391.895020
	Iteration 60F: 3 clusters Score -6129228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6129239.500000 Penalty: 5391.895020
	Iteration 61Q: 3 clusters Score -6129240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6129234.000000 Penalty: 5391.895020
	Iteration 62Q: 3 clusters Score -6129234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6129245.000000 Penalty: 5391.895020
	Iteration 63Q: 3 clusters Score -6129245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6129245.500000 Penalty: 5391.895020
	Iteration 64Q: 3 clusters Score -6129246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6129243.500000 Penalty: 5391.895020
	Iteration 65Q: 3 clusters Score -6129244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6129253.000000 Penalty: 5391.895020
	Iteration 66Q: 3 clusters Score -6129253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6129255.000000 Penalty: 5391.895020
	Iteration 67Q: 3 clusters Score -6129255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6129255.000000 Penalty: 5391.895020
	Iteration 68Q: 3 clusters Score -6129255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6129264.000000 Penalty: 5391.895020
	Iteration 69Q: 3 clusters Score -6129264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6129271.500000 Penalty: 5391.895020
	Iteration 70Q: 3 clusters Score -6129272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6129278.500000 Penalty: 5391.895020
	Iteration 71Q: 3 clusters Score -6129278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6129279.500000 Penalty: 5391.895020
	Iteration 72Q: 3 clusters Score -6129280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6129282.000000 Penalty: 5391.895020
	Iteration 73Q: 3 clusters Score -6129282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6129278.500000 Penalty: 5391.895020
	Iteration 74Q: 3 clusters Score -6129278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6129281.000000 Penalty: 5391.895020
	Iteration 75Q: 3 clusters Score -6129281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6129281.500000 Penalty: 5391.895020
	Iteration 76Q: 3 clusters Score -6129282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6129281.500000 Penalty: 5391.895020
	Iteration 77F: 3 clusters Score -6129282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -55567.414062 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -55567.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53991.738281 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -53991.74 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54211.398438 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -54211.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54284.742188 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -54284.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54312.140625 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -54312.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54322.269531 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -54322.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54326.996094 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -54327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54330.113281 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -54330.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54330.113281 Penalty: 3146.564697
	Iteration 7F: 3 clusters Score -54330.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (318437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318437 members 
Entering Unmasked Estep 
Score: -36415392.000000 Penalty: 3142.452637
	Iteration 0F: 2 clusters Score -3.641539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -36218444.000000 Penalty: 6284.905273
	Iteration 0F: 3 clusters Score -3.621844e+07 nChanged 154128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143476 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -36310980.000000 Penalty: 6284.905273
	Iteration 1F: 3 clusters Score -3.631098e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133903 members 
Mstep: Class 2 contains 184534 members 
Entering Unmasked Estep 
Score: -36313888.000000 Penalty: 6284.905273
	Iteration 2Q: 3 clusters Score -3.631389e+07 nChanged 15666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119591 members 
Mstep: Class 2 contains 198846 members 
Entering Unmasked Estep 
Score: -36320056.000000 Penalty: 6284.905273
	Iteration 3Q: 3 clusters Score -3.632006e+07 nChanged 21014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 219088 members 
Entering Unmasked Estep 
Score: -36330916.000000 Penalty: 6284.905273
	Iteration 4F: 3 clusters Score -3.633092e+07 nChanged 25536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 244222 members 
Entering Unmasked Estep 
Score: -36348616.000000 Penalty: 6284.905273
	Iteration 5F: 3 clusters Score -3.634862e+07 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 270565 members 
Entering Unmasked Estep 
Score: -36370140.000000 Penalty: 6284.905273
	Iteration 6F: 3 clusters Score -3.637014e+07 nChanged 21719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 292268 members 
Entering Unmasked Estep 
Score: -36390624.000000 Penalty: 6284.905273
	Iteration 7F: 3 clusters Score -3.639062e+07 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 306223 members 
Entering Unmasked Estep 
Score: -36402036.000000 Penalty: 6284.905273
	Iteration 8Q: 3 clusters Score -3.640204e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 313057 members 
Entering Unmasked Estep 
Score: -36408348.000000 Penalty: 6284.905273
	Iteration 9Q: 3 clusters Score -3.640835e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 316034 members 
Entering Unmasked Estep 
Score: -36410828.000000 Penalty: 6284.905273
	Iteration 10Q: 3 clusters Score -3.641083e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 317173 members 
Entering Unmasked Estep 
Score: -36411636.000000 Penalty: 6284.905273
	Iteration 11Q: 3 clusters Score -3.641164e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 317630 members 
Entering Unmasked Estep 
Score: -36412132.000000 Penalty: 6284.905273
	Iteration 12Q: 3 clusters Score -3.641213e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 317792 members 
Entering Unmasked Estep 
Score: -36412332.000000 Penalty: 6284.905273
	Iteration 13Q: 3 clusters Score -3.641233e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 317874 members 
Entering Unmasked Estep 
Score: -36412460.000000 Penalty: 6284.905273
	Iteration 14Q: 3 clusters Score -3.641246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 317917 members 
Entering Unmasked Estep 
Score: -36412524.000000 Penalty: 6284.905273
	Iteration 15Q: 3 clusters Score -3.641252e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 317949 members 
Entering Unmasked Estep 
Score: -36412564.000000 Penalty: 6284.905273
	Iteration 16Q: 3 clusters Score -3.641256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 317974 members 
Entering Unmasked Estep 
Score: -36412612.000000 Penalty: 6284.905273
	Iteration 17Q: 3 clusters Score -3.641261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 317997 members 
Entering Unmasked Estep 
Score: -36412640.000000 Penalty: 6284.905273
	Iteration 18Q: 3 clusters Score -3.641264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 318005 members 
Entering Unmasked Estep 
Score: -36412692.000000 Penalty: 6284.905273
	Iteration 19Q: 3 clusters Score -3.641269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 318006 members 
Entering Unmasked Estep 
Score: -36412684.000000 Penalty: 6284.905273
	Iteration 20F: 3 clusters Score -3.641268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 318007 members 
Entering Unmasked Estep 
Score: -36412676.000000 Penalty: 6284.905273
	Iteration 21Q: 3 clusters Score -3.641268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318008 members 
Entering Unmasked Estep 
Score: -36412660.000000 Penalty: 6284.905273
	Iteration 22Q: 3 clusters Score -3.641266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 318009 members 
Entering Unmasked Estep 
Score: -36412668.000000 Penalty: 6284.905273
	Iteration 23Q: 3 clusters Score -3.641267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 318011 members 
Entering Unmasked Estep 
Score: -36412648.000000 Penalty: 6284.905273
	Iteration 24Q: 3 clusters Score -3.641265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 318010 members 
Entering Unmasked Estep 
Score: -36412652.000000 Penalty: 6284.905273
	Iteration 25Q: 3 clusters Score -3.641265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 318009 members 
Entering Unmasked Estep 
Score: -36412652.000000 Penalty: 6284.905273
	Iteration 26Q: 3 clusters Score -3.641265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 318009 members 
Entering Unmasked Estep 
Score: -36412652.000000 Penalty: 6284.905273
	Iteration 27F: 3 clusters Score -3.641265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Entering Unmasked Estep 
Score: -2602628.250000 Penalty: 2481.733887
	Iteration 0F: 2 clusters Score -2602628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2587046.750000 Penalty: 4963.467773
	Iteration 0F: 3 clusters Score -2587047 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2592344.500000 Penalty: 4963.467773
	Iteration 1F: 3 clusters Score -2592344 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2592724.500000 Penalty: 4963.467773
	Iteration 2F: 3 clusters Score -2592724 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2593018.250000 Penalty: 4963.467773
	Iteration 3Q: 3 clusters Score -2593018 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2593301.250000 Penalty: 4963.467773
	Iteration 4Q: 3 clusters Score -2593301 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2593590.750000 Penalty: 4963.467773
	Iteration 5Q: 3 clusters Score -2593591 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2593951.000000 Penalty: 4963.467773
	Iteration 6Q: 3 clusters Score -2593951 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2594433.250000 Penalty: 4963.467773
	Iteration 7Q: 3 clusters Score -2594433 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2595079.250000 Penalty: 4963.467773
	Iteration 8F: 3 clusters Score -2595079 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2595995.500000 Penalty: 4963.467773
	Iteration 9F: 3 clusters Score -2595996 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2597080.500000 Penalty: 4963.467773
	Iteration 10F: 3 clusters Score -2597080 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2598270.000000 Penalty: 4963.467773
	Iteration 11F: 3 clusters Score -2598270 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2599310.250000 Penalty: 4963.467773
	Iteration 12Q: 3 clusters Score -2599310 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2599981.000000 Penalty: 4963.467773
	Iteration 13Q: 3 clusters Score -2599981 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2600271.500000 Penalty: 4963.467773
	Iteration 14Q: 3 clusters Score -2600272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2600412.250000 Penalty: 4963.467773
	Iteration 15Q: 3 clusters Score -2600412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2600476.500000 Penalty: 4963.467773
	Iteration 16Q: 3 clusters Score -2600476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2600515.750000 Penalty: 4963.467773
	Iteration 17Q: 3 clusters Score -2600516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2600526.750000 Penalty: 4963.467773
	Iteration 18Q: 3 clusters Score -2600527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2600544.750000 Penalty: 4963.467773
	Iteration 19Q: 3 clusters Score -2600545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2600552.000000 Penalty: 4963.467773
	Iteration 20F: 3 clusters Score -2600552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2600555.750000 Penalty: 4963.467773
	Iteration 21Q: 3 clusters Score -2600556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2600558.750000 Penalty: 4963.467773
	Iteration 22Q: 3 clusters Score -2600559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2600560.750000 Penalty: 4963.467773
	Iteration 23Q: 3 clusters Score -2600561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2600563.750000 Penalty: 4963.467773
	Iteration 24Q: 3 clusters Score -2600564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2600563.750000 Penalty: 4963.467773
	Iteration 25F: 3 clusters Score -2600564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -48554.343750 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -48554.34 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 255 members 
Entering Unmasked Estep 
Score: -47044.718750 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -47044.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47191.007812 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -47191.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47228.976562 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -47228.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47251.031250 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -47251.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47255.527344 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -47255.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47257.144531 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -47257.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47259.210938 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -47259.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47259.210938 Penalty: 3062.197998
	Iteration 7F: 3 clusters Score -47259.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Entering Unmasked Estep 
Score: -1781939.125000 Penalty: 2412.677490
	Iteration 0F: 2 clusters Score -1781939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1769939.375000 Penalty: 4825.354980
	Iteration 0F: 3 clusters Score -1769939 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1773899.500000 Penalty: 4825.354980
	Iteration 1F: 3 clusters Score -1773900 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1774383.875000 Penalty: 4825.354980
	Iteration 2F: 3 clusters Score -1774384 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1774866.875000 Penalty: 4825.354980
	Iteration 3F: 3 clusters Score -1774867 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1775363.125000 Penalty: 4825.354980
	Iteration 4F: 3 clusters Score -1775363 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1775874.750000 Penalty: 4825.354980
	Iteration 5F: 3 clusters Score -1775875 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1776458.000000 Penalty: 4825.354980
	Iteration 6F: 3 clusters Score -1776458 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1777163.875000 Penalty: 4825.354980
	Iteration 7F: 3 clusters Score -1777164 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1777861.250000 Penalty: 4825.354980
	Iteration 8F: 3 clusters Score -1777861 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1778548.625000 Penalty: 4825.354980
	Iteration 9Q: 3 clusters Score -1778549 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1779115.500000 Penalty: 4825.354980
	Iteration 10Q: 3 clusters Score -1779116 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1779482.125000 Penalty: 4825.354980
	Iteration 11Q: 3 clusters Score -1779482 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1779736.875000 Penalty: 4825.354980
	Iteration 12Q: 3 clusters Score -1779737 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1779942.875000 Penalty: 4825.354980
	Iteration 13Q: 3 clusters Score -1779943 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1780106.625000 Penalty: 4825.354980
	Iteration 14Q: 3 clusters Score -1780107 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1780204.250000 Penalty: 4825.354980
	Iteration 15Q: 3 clusters Score -1780204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1780267.125000 Penalty: 4825.354980
	Iteration 16Q: 3 clusters Score -1780267 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1780318.625000 Penalty: 4825.354980
	Iteration 17Q: 3 clusters Score -1780319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1780366.625000 Penalty: 4825.354980
	Iteration 18Q: 3 clusters Score -1780367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1780409.250000 Penalty: 4825.354980
	Iteration 19Q: 3 clusters Score -1780409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1780440.625000 Penalty: 4825.354980
	Iteration 20F: 3 clusters Score -1780441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1780465.250000 Penalty: 4825.354980
	Iteration 21Q: 3 clusters Score -1780465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1780492.250000 Penalty: 4825.354980
	Iteration 22Q: 3 clusters Score -1780492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1780512.250000 Penalty: 4825.354980
	Iteration 23Q: 3 clusters Score -1780512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1780527.250000 Penalty: 4825.354980
	Iteration 24Q: 3 clusters Score -1780527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1780538.000000 Penalty: 4825.354980
	Iteration 25Q: 3 clusters Score -1780538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1780551.750000 Penalty: 4825.354980
	Iteration 26Q: 3 clusters Score -1780552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1780562.750000 Penalty: 4825.354980
	Iteration 27Q: 3 clusters Score -1780563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1780580.000000 Penalty: 4825.354980
	Iteration 28Q: 3 clusters Score -1780580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1780587.750000 Penalty: 4825.354980
	Iteration 29Q: 3 clusters Score -1780588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1780593.500000 Penalty: 4825.354980
	Iteration 30Q: 3 clusters Score -1780594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1780602.500000 Penalty: 4825.354980
	Iteration 31Q: 3 clusters Score -1780602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1780616.000000 Penalty: 4825.354980
	Iteration 32Q: 3 clusters Score -1780616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1780629.500000 Penalty: 4825.354980
	Iteration 33Q: 3 clusters Score -1780630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1780638.875000 Penalty: 4825.354980
	Iteration 34Q: 3 clusters Score -1780639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1780650.875000 Penalty: 4825.354980
	Iteration 35Q: 3 clusters Score -1780651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1780660.000000 Penalty: 4825.354980
	Iteration 36Q: 3 clusters Score -1780660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1780666.625000 Penalty: 4825.354980
	Iteration 37Q: 3 clusters Score -1780667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1780678.125000 Penalty: 4825.354980
	Iteration 38Q: 3 clusters Score -1780678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1780682.125000 Penalty: 4825.354980
	Iteration 39Q: 3 clusters Score -1780682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1780688.750000 Penalty: 4825.354980
	Iteration 40F: 3 clusters Score -1780689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1780701.875000 Penalty: 4825.354980
	Iteration 41Q: 3 clusters Score -1780702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1780710.375000 Penalty: 4825.354980
	Iteration 42Q: 3 clusters Score -1780710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1780713.875000 Penalty: 4825.354980
	Iteration 43Q: 3 clusters Score -1780714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1780716.375000 Penalty: 4825.354980
	Iteration 44Q: 3 clusters Score -1780716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1780717.875000 Penalty: 4825.354980
	Iteration 45Q: 3 clusters Score -1780718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1780718.625000 Penalty: 4825.354980
	Iteration 46Q: 3 clusters Score -1780719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1780719.750000 Penalty: 4825.354980
	Iteration 47Q: 3 clusters Score -1780720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1780722.500000 Penalty: 4825.354980
	Iteration 48Q: 3 clusters Score -1780722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1780720.125000 Penalty: 4825.354980
	Iteration 49Q: 3 clusters Score -1780720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1780724.500000 Penalty: 4825.354980
	Iteration 50Q: 3 clusters Score -1780724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1780724.875000 Penalty: 4825.354980
	Iteration 51Q: 3 clusters Score -1780725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1780722.875000 Penalty: 4825.354980
	Iteration 52Q: 3 clusters Score -1780723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1780720.500000 Penalty: 4825.354980
	Iteration 53Q: 3 clusters Score -1780720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1780722.375000 Penalty: 4825.354980
	Iteration 54Q: 3 clusters Score -1780722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1780724.750000 Penalty: 4825.354980
	Iteration 55Q: 3 clusters Score -1780725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1780726.125000 Penalty: 4825.354980
	Iteration 56Q: 3 clusters Score -1780726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1780727.250000 Penalty: 4825.354980
	Iteration 57Q: 3 clusters Score -1780727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1780732.000000 Penalty: 4825.354980
	Iteration 58Q: 3 clusters Score -1780732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1780733.375000 Penalty: 4825.354980
	Iteration 59Q: 3 clusters Score -1780733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1780731.625000 Penalty: 4825.354980
	Iteration 60F: 3 clusters Score -1780732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1780737.500000 Penalty: 4825.354980
	Iteration 61Q: 3 clusters Score -1780738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1780734.750000 Penalty: 4825.354980
	Iteration 62Q: 3 clusters Score -1780735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1780734.875000 Penalty: 4825.354980
	Iteration 63Q: 3 clusters Score -1780735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1780734.500000 Penalty: 4825.354980
	Iteration 64Q: 3 clusters Score -1780734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1780734.500000 Penalty: 4825.354980
	Iteration 65F: 3 clusters Score -1780734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (99075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99075 members 
Entering Unmasked Estep 
Score: -11452124.000000 Penalty: 2852.900879
	Iteration 0F: 2 clusters Score -1.145212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -11385772.000000 Penalty: 5705.801758
	Iteration 0F: 3 clusters Score -1.138577e+07 nChanged 46977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -11412364.000000 Penalty: 5705.801758
	Iteration 1F: 3 clusters Score -1.141236e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -11413166.000000 Penalty: 5705.801758
	Iteration 2Q: 3 clusters Score -1.141317e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -11414123.000000 Penalty: 5705.801758
	Iteration 3Q: 3 clusters Score -1.141412e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -11415251.000000 Penalty: 5705.801758
	Iteration 4Q: 3 clusters Score -1.141525e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -11416799.000000 Penalty: 5705.801758
	Iteration 5Q: 3 clusters Score -1.14168e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -11418921.000000 Penalty: 5705.801758
	Iteration 6Q: 3 clusters Score -1.141892e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -11421607.000000 Penalty: 5705.801758
	Iteration 7F: 3 clusters Score -1.142161e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -11424975.000000 Penalty: 5705.801758
	Iteration 8F: 3 clusters Score -1.142498e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -11428615.000000 Penalty: 5705.801758
	Iteration 9F: 3 clusters Score -1.142862e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -11431928.000000 Penalty: 5705.801758
	Iteration 10F: 3 clusters Score -1.143193e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -11435044.000000 Penalty: 5705.801758
	Iteration 11Q: 3 clusters Score -1.143504e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -11437389.000000 Penalty: 5705.801758
	Iteration 12Q: 3 clusters Score -1.143739e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -11439438.000000 Penalty: 5705.801758
	Iteration 13Q: 3 clusters Score -1.143944e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -11441224.000000 Penalty: 5705.801758
	Iteration 14Q: 3 clusters Score -1.144122e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -11442876.000000 Penalty: 5705.801758
	Iteration 15Q: 3 clusters Score -1.144288e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -11444267.000000 Penalty: 5705.801758
	Iteration 16Q: 3 clusters Score -1.144427e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -11445611.000000 Penalty: 5705.801758
	Iteration 17Q: 3 clusters Score -1.144561e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -11446605.000000 Penalty: 5705.801758
	Iteration 18Q: 3 clusters Score -1.14466e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -11447430.000000 Penalty: 5705.801758
	Iteration 19Q: 3 clusters Score -1.144743e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -11448121.000000 Penalty: 5705.801758
	Iteration 20F: 3 clusters Score -1.144812e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -11448565.000000 Penalty: 5705.801758
	Iteration 21Q: 3 clusters Score -1.144856e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -11448846.000000 Penalty: 5705.801758
	Iteration 22Q: 3 clusters Score -1.144885e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -11449115.000000 Penalty: 5705.801758
	Iteration 23Q: 3 clusters Score -1.144912e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -11449285.000000 Penalty: 5705.801758
	Iteration 24Q: 3 clusters Score -1.144928e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -11449424.000000 Penalty: 5705.801758
	Iteration 25Q: 3 clusters Score -1.144942e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -11449533.000000 Penalty: 5705.801758
	Iteration 26Q: 3 clusters Score -1.144953e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -11449644.000000 Penalty: 5705.801758
	Iteration 27Q: 3 clusters Score -1.144964e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -11449721.000000 Penalty: 5705.801758
	Iteration 28Q: 3 clusters Score -1.144972e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -11449816.000000 Penalty: 5705.801758
	Iteration 29Q: 3 clusters Score -1.144982e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -11449820.000000 Penalty: 5705.801758
	Iteration 30Q: 3 clusters Score -1.144982e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -11449867.000000 Penalty: 5705.801758
	Iteration 31Q: 3 clusters Score -1.144987e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -11449872.000000 Penalty: 5705.801758
	Iteration 32Q: 3 clusters Score -1.144987e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -11449900.000000 Penalty: 5705.801758
	Iteration 33Q: 3 clusters Score -1.14499e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 97334 members 
Entering Unmasked Estep 
Score: -11449908.000000 Penalty: 5705.801758
	Iteration 34Q: 3 clusters Score -1.144991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -11449940.000000 Penalty: 5705.801758
	Iteration 35Q: 3 clusters Score -1.144994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -11449953.000000 Penalty: 5705.801758
	Iteration 36Q: 3 clusters Score -1.144995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -11449940.000000 Penalty: 5705.801758
	Iteration 37Q: 3 clusters Score -1.144994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -11449968.000000 Penalty: 5705.801758
	Iteration 38Q: 3 clusters Score -1.144997e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -11449970.000000 Penalty: 5705.801758
	Iteration 39Q: 3 clusters Score -1.144997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -11449982.000000 Penalty: 5705.801758
	Iteration 40F: 3 clusters Score -1.144998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -11449983.000000 Penalty: 5705.801758
	Iteration 41Q: 3 clusters Score -1.144998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -11450009.000000 Penalty: 5705.801758
	Iteration 42Q: 3 clusters Score -1.145001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -11450014.000000 Penalty: 5705.801758
	Iteration 43Q: 3 clusters Score -1.145001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -11450028.000000 Penalty: 5705.801758
	Iteration 44Q: 3 clusters Score -1.145003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -11450023.000000 Penalty: 5705.801758
	Iteration 45Q: 3 clusters Score -1.145002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -11450031.000000 Penalty: 5705.801758
	Iteration 46Q: 3 clusters Score -1.145003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -11450034.000000 Penalty: 5705.801758
	Iteration 47Q: 3 clusters Score -1.145003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -11450042.000000 Penalty: 5705.801758
	Iteration 48Q: 3 clusters Score -1.145004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -11450053.000000 Penalty: 5705.801758
	Iteration 49Q: 3 clusters Score -1.145005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -11450056.000000 Penalty: 5705.801758
	Iteration 50Q: 3 clusters Score -1.145006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -11450048.000000 Penalty: 5705.801758
	Iteration 51Q: 3 clusters Score -1.145005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 97639 members 
Entering Unmasked Estep 
Score: -11450048.000000 Penalty: 5705.801758
	Iteration 52Q: 3 clusters Score -1.145005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -11450041.000000 Penalty: 5705.801758
	Iteration 53Q: 3 clusters Score -1.145004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -11450041.000000 Penalty: 5705.801758
	Iteration 54F: 3 clusters Score -1.145004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -276988.656250 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -276988.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -274005.906250 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -274005.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -274590.375000 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -274590.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274746.812500 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -274746.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -274841.218750 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -274841.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -274907.656250 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -274907.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -274978.593750 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -274978.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -275037.875000 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -275037.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -275101.687500 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -275101.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -275196.656250 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -275196.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -275285.312500 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -275285.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -275373.750000 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -275373.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -275456.437500 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -275456.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -275525.031250 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -275525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -275591.781250 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -275591.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -275630.687500 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -275630.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -275653.312500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -275653.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -275673.156250 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -275673.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -275693.781250 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -275693.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -275708.375000 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -275708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -275718.375000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -275718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -275722.875000 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -275722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -275725.250000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -275725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -275725.406250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -275725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -275726.031250 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -275726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -275727.531250 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -275727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -275727.875000 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -275727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -275727.875000 Penalty: 3891.714844
	Iteration 26F: 3 clusters Score -275727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179124 members 
Entering Unmasked Estep 
Score: -20584088.000000 Penalty: 2999.766846
	Iteration 0F: 2 clusters Score -2.058409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -20467648.000000 Penalty: 5999.533691
	Iteration 0F: 3 clusters Score -2.046765e+07 nChanged 85989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -20517486.000000 Penalty: 5999.533691
	Iteration 1F: 3 clusters Score -2.051749e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -20518402.000000 Penalty: 5999.533691
	Iteration 2Q: 3 clusters Score -2.05184e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -20519430.000000 Penalty: 5999.533691
	Iteration 3Q: 3 clusters Score -2.051943e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -20520862.000000 Penalty: 5999.533691
	Iteration 4Q: 3 clusters Score -2.052086e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -20522972.000000 Penalty: 5999.533691
	Iteration 5Q: 3 clusters Score -2.052297e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -20526298.000000 Penalty: 5999.533691
	Iteration 6Q: 3 clusters Score -2.05263e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -20531222.000000 Penalty: 5999.533691
	Iteration 7F: 3 clusters Score -2.053122e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -20539194.000000 Penalty: 5999.533691
	Iteration 8F: 3 clusters Score -2.053919e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 135537 members 
Entering Unmasked Estep 
Score: -20549446.000000 Penalty: 5999.533691
	Iteration 9F: 3 clusters Score -2.054945e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 148252 members 
Entering Unmasked Estep 
Score: -20560666.000000 Penalty: 5999.533691
	Iteration 10F: 3 clusters Score -2.056067e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 159081 members 
Entering Unmasked Estep 
Score: -20570430.000000 Penalty: 5999.533691
	Iteration 11F: 3 clusters Score -2.057043e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -20576380.000000 Penalty: 5999.533691
	Iteration 12Q: 3 clusters Score -2.057638e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 169702 members 
Entering Unmasked Estep 
Score: -20579404.000000 Penalty: 5999.533691
	Iteration 13Q: 3 clusters Score -2.05794e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 171607 members 
Entering Unmasked Estep 
Score: -20580658.000000 Penalty: 5999.533691
	Iteration 14Q: 3 clusters Score -2.058066e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -20581346.000000 Penalty: 5999.533691
	Iteration 15Q: 3 clusters Score -2.058135e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
Score: -20581684.000000 Penalty: 5999.533691
	Iteration 16Q: 3 clusters Score -2.058168e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -20581806.000000 Penalty: 5999.533691
	Iteration 17Q: 3 clusters Score -2.058181e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -20581924.000000 Penalty: 5999.533691
	Iteration 18Q: 3 clusters Score -2.058192e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -20582022.000000 Penalty: 5999.533691
	Iteration 19Q: 3 clusters Score -2.058202e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -20582136.000000 Penalty: 5999.533691
	Iteration 20F: 3 clusters Score -2.058214e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -20582174.000000 Penalty: 5999.533691
	Iteration 21Q: 3 clusters Score -2.058217e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 176162 members 
Entering Unmasked Estep 
Score: -20582214.000000 Penalty: 5999.533691
	Iteration 22Q: 3 clusters Score -2.058221e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -20582224.000000 Penalty: 5999.533691
	Iteration 23Q: 3 clusters Score -2.058222e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 176498 members 
Entering Unmasked Estep 
Score: -20582222.000000 Penalty: 5999.533691
	Iteration 24Q: 3 clusters Score -2.058222e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 176597 members 
Entering Unmasked Estep 
Score: -20582264.000000 Penalty: 5999.533691
	Iteration 25Q: 3 clusters Score -2.058226e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 176673 members 
Entering Unmasked Estep 
Score: -20582264.000000 Penalty: 5999.533691
	Iteration 26Q: 3 clusters Score -2.058226e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 176742 members 
Entering Unmasked Estep 
Score: -20582260.000000 Penalty: 5999.533691
	Iteration 27Q: 3 clusters Score -2.058226e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -20582274.000000 Penalty: 5999.533691
	Iteration 28Q: 3 clusters Score -2.058227e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -20582296.000000 Penalty: 5999.533691
	Iteration 29Q: 3 clusters Score -2.05823e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 176936 members 
Entering Unmasked Estep 
Score: -20582312.000000 Penalty: 5999.533691
	Iteration 30Q: 3 clusters Score -2.058231e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -20582318.000000 Penalty: 5999.533691
	Iteration 31Q: 3 clusters Score -2.058232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 177012 members 
Entering Unmasked Estep 
Score: -20582312.000000 Penalty: 5999.533691
	Iteration 32Q: 3 clusters Score -2.058231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -20582306.000000 Penalty: 5999.533691
	Iteration 33Q: 3 clusters Score -2.058231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -20582330.000000 Penalty: 5999.533691
	Iteration 34Q: 3 clusters Score -2.058233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 177082 members 
Entering Unmasked Estep 
Score: -20582326.000000 Penalty: 5999.533691
	Iteration 35Q: 3 clusters Score -2.058233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 177100 members 
Entering Unmasked Estep 
Score: -20582334.000000 Penalty: 5999.533691
	Iteration 36Q: 3 clusters Score -2.058233e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -20582346.000000 Penalty: 5999.533691
	Iteration 37Q: 3 clusters Score -2.058235e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -20582358.000000 Penalty: 5999.533691
	Iteration 38Q: 3 clusters Score -2.058236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 177181 members 
Entering Unmasked Estep 
Score: -20582382.000000 Penalty: 5999.533691
	Iteration 39Q: 3 clusters Score -2.058238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 177206 members 
Entering Unmasked Estep 
Score: -20582396.000000 Penalty: 5999.533691
	Iteration 40F: 3 clusters Score -2.05824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -20582392.000000 Penalty: 5999.533691
	Iteration 41Q: 3 clusters Score -2.058239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -20582358.000000 Penalty: 5999.533691
	Iteration 42Q: 3 clusters Score -2.058236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 177280 members 
Entering Unmasked Estep 
Score: -20582368.000000 Penalty: 5999.533691
	Iteration 43Q: 3 clusters Score -2.058237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -20582352.000000 Penalty: 5999.533691
	Iteration 44Q: 3 clusters Score -2.058235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 177303 members 
Entering Unmasked Estep 
Score: -20582346.000000 Penalty: 5999.533691
	Iteration 45Q: 3 clusters Score -2.058235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -20582350.000000 Penalty: 5999.533691
	Iteration 46Q: 3 clusters Score -2.058235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -20582338.000000 Penalty: 5999.533691
	Iteration 47Q: 3 clusters Score -2.058234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 177323 members 
Entering Unmasked Estep 
Score: -20582346.000000 Penalty: 5999.533691
	Iteration 48Q: 3 clusters Score -2.058235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 177326 members 
Entering Unmasked Estep 
Score: -20582364.000000 Penalty: 5999.533691
	Iteration 49Q: 3 clusters Score -2.058236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 177337 members 
Entering Unmasked Estep 
Score: -20582354.000000 Penalty: 5999.533691
	Iteration 50Q: 3 clusters Score -2.058235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 177346 members 
Entering Unmasked Estep 
Score: -20582350.000000 Penalty: 5999.533691
	Iteration 51Q: 3 clusters Score -2.058235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 177351 members 
Entering Unmasked Estep 
Score: -20582358.000000 Penalty: 5999.533691
	Iteration 52Q: 3 clusters Score -2.058236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -20582358.000000 Penalty: 5999.533691
	Iteration 53Q: 3 clusters Score -2.058236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -20582352.000000 Penalty: 5999.533691
	Iteration 54Q: 3 clusters Score -2.058235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 177364 members 
Entering Unmasked Estep 
Score: -20582348.000000 Penalty: 5999.533691
	Iteration 55Q: 3 clusters Score -2.058235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -20582360.000000 Penalty: 5999.533691
	Iteration 56Q: 3 clusters Score -2.058236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -20582350.000000 Penalty: 5999.533691
	Iteration 57Q: 3 clusters Score -2.058235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 177370 members 
Entering Unmasked Estep 
Score: -20582362.000000 Penalty: 5999.533691
	Iteration 58Q: 3 clusters Score -2.058236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 177370 members 
Entering Unmasked Estep 
Score: -20582362.000000 Penalty: 5999.533691
	Iteration 59F: 3 clusters Score -2.058236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -409886.250000 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -409886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -406235.656250 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -406235.7 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -407031.281250 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -407031.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -407183.031250 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -407183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -407284.125000 Penalty: 4061.038330
	Iteration 3Q: 3 clusters Score -407284.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -407350.250000 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -407350.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -407389.906250 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -407389.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -407408.687500 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -407408.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -407427.281250 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -407427.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -407443.281250 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -407443.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -407455.718750 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -407455.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -407468.937500 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -407468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -407481.343750 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -407481.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -407488.281250 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -407488.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -407492.187500 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -407492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -407496.375000 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -407496.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -407501.906250 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -407501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -407508.343750 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -407508.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -407511.656250 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -407511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -407513.625000 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -407513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -407516.593750 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -407516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -407517.718750 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -407517.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -407519.062500 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -407519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -407520.906250 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -407520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -407522.437500 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -407522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -407524.812500 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -407524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -407525.250000 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -407525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -407527.000000 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -407527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -407527.156250 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -407527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -407526.718750 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -407526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -407528.437500 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -407528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -407530.312500 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -407530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -407532.406250 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -407532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -407533.281250 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -407533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -407537.375000 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -407537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -407539.406250 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -407539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -407541.781250 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -407541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -407545.750000 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -407545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -407546.812500 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -407546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -407548.218750 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -407548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -407548.500000 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -407548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -407548.500000 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -407548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -3716495.500000 Penalty: 2580.752686
	Iteration 0F: 2 clusters Score -3716496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3693728.250000 Penalty: 5161.505371
	Iteration 0F: 3 clusters Score -3693728 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3701862.000000 Penalty: 5161.505371
	Iteration 1F: 3 clusters Score -3701862 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3702372.250000 Penalty: 5161.505371
	Iteration 2Q: 3 clusters Score -3702372 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3702843.250000 Penalty: 5161.505371
	Iteration 3Q: 3 clusters Score -3702843 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3703260.500000 Penalty: 5161.505371
	Iteration 4Q: 3 clusters Score -3703260 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3703668.000000 Penalty: 5161.505371
	Iteration 5Q: 3 clusters Score -3703668 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3704090.750000 Penalty: 5161.505371
	Iteration 6Q: 3 clusters Score -3704091 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3704519.500000 Penalty: 5161.505371
	Iteration 7Q: 3 clusters Score -3704520 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3704951.750000 Penalty: 5161.505371
	Iteration 8Q: 3 clusters Score -3704952 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3705429.500000 Penalty: 5161.505371
	Iteration 9Q: 3 clusters Score -3705430 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3705931.500000 Penalty: 5161.505371
	Iteration 10Q: 3 clusters Score -3705932 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3706445.250000 Penalty: 5161.505371
	Iteration 11Q: 3 clusters Score -3706445 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3706981.000000 Penalty: 5161.505371
	Iteration 12Q: 3 clusters Score -3706981 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3707530.250000 Penalty: 5161.505371
	Iteration 13Q: 3 clusters Score -3707530 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3708060.250000 Penalty: 5161.505371
	Iteration 14Q: 3 clusters Score -3708060 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3708504.750000 Penalty: 5161.505371
	Iteration 15Q: 3 clusters Score -3708505 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3708905.250000 Penalty: 5161.505371
	Iteration 16Q: 3 clusters Score -3708905 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3709253.000000 Penalty: 5161.505371
	Iteration 17Q: 3 clusters Score -3709253 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3709537.750000 Penalty: 5161.505371
	Iteration 18Q: 3 clusters Score -3709538 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3709867.000000 Penalty: 5161.505371
	Iteration 19Q: 3 clusters Score -3709867 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3710219.250000 Penalty: 5161.505371
	Iteration 20F: 3 clusters Score -3710219 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3710593.000000 Penalty: 5161.505371
	Iteration 21Q: 3 clusters Score -3710593 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3711019.750000 Penalty: 5161.505371
	Iteration 22Q: 3 clusters Score -3711020 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3711528.500000 Penalty: 5161.505371
	Iteration 23Q: 3 clusters Score -3711528 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3711991.250000 Penalty: 5161.505371
	Iteration 24Q: 3 clusters Score -3711991 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3712399.000000 Penalty: 5161.505371
	Iteration 25Q: 3 clusters Score -3712399 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3712757.250000 Penalty: 5161.505371
	Iteration 26Q: 3 clusters Score -3712757 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3713055.000000 Penalty: 5161.505371
	Iteration 27Q: 3 clusters Score -3713055 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3713298.500000 Penalty: 5161.505371
	Iteration 28Q: 3 clusters Score -3713298 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3713482.500000 Penalty: 5161.505371
	Iteration 29Q: 3 clusters Score -3713482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3713664.750000 Penalty: 5161.505371
	Iteration 30Q: 3 clusters Score -3713665 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3713878.000000 Penalty: 5161.505371
	Iteration 31Q: 3 clusters Score -3713878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3714033.000000 Penalty: 5161.505371
	Iteration 32Q: 3 clusters Score -3714033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3714136.000000 Penalty: 5161.505371
	Iteration 33Q: 3 clusters Score -3714136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3714197.500000 Penalty: 5161.505371
	Iteration 34Q: 3 clusters Score -3714198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3714228.750000 Penalty: 5161.505371
	Iteration 35Q: 3 clusters Score -3714229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3714280.500000 Penalty: 5161.505371
	Iteration 36Q: 3 clusters Score -3714280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3714304.000000 Penalty: 5161.505371
	Iteration 37Q: 3 clusters Score -3714304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3714331.750000 Penalty: 5161.505371
	Iteration 38Q: 3 clusters Score -3714332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3714350.750000 Penalty: 5161.505371
	Iteration 39Q: 3 clusters Score -3714351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3714369.750000 Penalty: 5161.505371
	Iteration 40F: 3 clusters Score -3714370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3714383.750000 Penalty: 5161.505371
	Iteration 41Q: 3 clusters Score -3714384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3714387.750000 Penalty: 5161.505371
	Iteration 42Q: 3 clusters Score -3714388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3714399.750000 Penalty: 5161.505371
	Iteration 43Q: 3 clusters Score -3714400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3714408.250000 Penalty: 5161.505371
	Iteration 44Q: 3 clusters Score -3714408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3714415.500000 Penalty: 5161.505371
	Iteration 45Q: 3 clusters Score -3714416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3714427.250000 Penalty: 5161.505371
	Iteration 46Q: 3 clusters Score -3714427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3714432.500000 Penalty: 5161.505371
	Iteration 47Q: 3 clusters Score -3714432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3714426.500000 Penalty: 5161.505371
	Iteration 48Q: 3 clusters Score -3714426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3714426.750000 Penalty: 5161.505371
	Iteration 49Q: 3 clusters Score -3714427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3714433.750000 Penalty: 5161.505371
	Iteration 50Q: 3 clusters Score -3714434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3714440.500000 Penalty: 5161.505371
	Iteration 51Q: 3 clusters Score -3714440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3714445.750000 Penalty: 5161.505371
	Iteration 52Q: 3 clusters Score -3714446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3714456.750000 Penalty: 5161.505371
	Iteration 53Q: 3 clusters Score -3714457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3714456.000000 Penalty: 5161.505371
	Iteration 54Q: 3 clusters Score -3714456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3714464.500000 Penalty: 5161.505371
	Iteration 55Q: 3 clusters Score -3714464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3714463.000000 Penalty: 5161.505371
	Iteration 56Q: 3 clusters Score -3714463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3714465.750000 Penalty: 5161.505371
	Iteration 57Q: 3 clusters Score -3714466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3714468.250000 Penalty: 5161.505371
	Iteration 58Q: 3 clusters Score -3714468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3714466.000000 Penalty: 5161.505371
	Iteration 59Q: 3 clusters Score -3714466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3714469.250000 Penalty: 5161.505371
	Iteration 60F: 3 clusters Score -3714469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -56942.828125 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -56942.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55448.355469 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -55448.36 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55633.761719 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -55633.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55684.917969 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -55684.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55707.875000 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -55707.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55709.246094 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -55709.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55709.246094 Penalty: 3123.366211
	Iteration 5F: 3 clusters Score -55709.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -72029.093750 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -72029.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70303.046875 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -70303.05 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70621.296875 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -70621.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70769.757812 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -70769.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70876.375000 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -70876.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70998.625000 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -70998.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71118.546875 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -71118.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71212.250000 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -71212.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71303.695312 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -71303.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71410.218750 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -71410.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71515.335938 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -71515.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71543.078125 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -71543.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71560.078125 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -71560.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71588.007812 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -71588.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71614.132812 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -71614.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71637.289062 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -71637.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71639.585938 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -71639.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71649.664062 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -71649.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71655.148438 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -71655.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71658.148438 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -71658.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71669.960938 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -71669.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71676.812500 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -71676.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71686.695312 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -71686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71692.257812 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -71692.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71695.234375 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -71695.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71695.234375 Penalty: 3306.179199
	Iteration 24F: 3 clusters Score -71695.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -73228.210938 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -73228.21 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 340 members 
Entering Unmasked Estep 
Score: -71475.312500 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -71475.31 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71706.367188 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -71706.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71806.312500 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -71806.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71856.507812 Penalty: 3259.852295
	Iteration 3Q: 3 clusters Score -71856.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71898.351562 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -71898.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71942.664062 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -71942.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71997.125000 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -71997.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72040.765625 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -72040.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72078.335938 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -72078.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72111.484375 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -72111.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72134.109375 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -72134.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72155.492188 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -72155.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72178.125000 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -72178.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72204.515625 Penalty: 3259.852295
	Iteration 13Q: 3 clusters Score -72204.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72260.250000 Penalty: 3259.852295
	Iteration 14Q: 3 clusters Score -72260.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72301.375000 Penalty: 3259.852295
	Iteration 15Q: 3 clusters Score -72301.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72330.960938 Penalty: 3259.852295
	Iteration 16Q: 3 clusters Score -72330.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72357.328125 Penalty: 3259.852295
	Iteration 17Q: 3 clusters Score -72357.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72368.625000 Penalty: 3259.852295
	Iteration 18Q: 3 clusters Score -72368.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72376.687500 Penalty: 3259.852295
	Iteration 19Q: 3 clusters Score -72376.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72396.765625 Penalty: 3259.852295
	Iteration 20F: 3 clusters Score -72396.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72413.812500 Penalty: 3259.852295
	Iteration 21Q: 3 clusters Score -72413.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72434.679688 Penalty: 3259.852295
	Iteration 22Q: 3 clusters Score -72434.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72481.460938 Penalty: 3259.852295
	Iteration 23Q: 3 clusters Score -72481.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72562.500000 Penalty: 3259.852295
	Iteration 24Q: 3 clusters Score -72562.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72599.960938 Penalty: 3259.852295
	Iteration 25Q: 3 clusters Score -72599.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72618.281250 Penalty: 3259.852295
	Iteration 26Q: 3 clusters Score -72618.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72632.468750 Penalty: 3259.852295
	Iteration 27Q: 3 clusters Score -72632.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72639.625000 Penalty: 3259.852295
	Iteration 28Q: 3 clusters Score -72639.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72641.140625 Penalty: 3259.852295
	Iteration 29Q: 3 clusters Score -72641.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72641.140625 Penalty: 3259.852295
	Iteration 30F: 3 clusters Score -72641.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Entering Unmasked Estep 
Score: -6967018.500000 Penalty: 2727.526855
	Iteration 0F: 2 clusters Score -6967018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -6926987.000000 Penalty: 5455.053711
	Iteration 0F: 3 clusters Score -6926987 nChanged 27770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -6942650.500000 Penalty: 5455.053711
	Iteration 1F: 3 clusters Score -6942650 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -6943212.500000 Penalty: 5455.053711
	Iteration 2Q: 3 clusters Score -6943212 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -6943734.500000 Penalty: 5455.053711
	Iteration 3Q: 3 clusters Score -6943734 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -6944407.000000 Penalty: 5455.053711
	Iteration 4Q: 3 clusters Score -6944407 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6945259.500000 Penalty: 5455.053711
	Iteration 5Q: 3 clusters Score -6945260 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -6946284.500000 Penalty: 5455.053711
	Iteration 6Q: 3 clusters Score -6946284 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -6947500.000000 Penalty: 5455.053711
	Iteration 7Q: 3 clusters Score -6947500 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -6949067.000000 Penalty: 5455.053711
	Iteration 8Q: 3 clusters Score -6949067 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -6950973.000000 Penalty: 5455.053711
	Iteration 9F: 3 clusters Score -6950973 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -6953013.500000 Penalty: 5455.053711
	Iteration 10F: 3 clusters Score -6953014 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -6954708.000000 Penalty: 5455.053711
	Iteration 11Q: 3 clusters Score -6954708 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6955852.000000 Penalty: 5455.053711
	Iteration 12Q: 3 clusters Score -6955852 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -6956420.000000 Penalty: 5455.053711
	Iteration 13Q: 3 clusters Score -6956420 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -6956727.000000 Penalty: 5455.053711
	Iteration 14Q: 3 clusters Score -6956727 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -6956899.500000 Penalty: 5455.053711
	Iteration 15Q: 3 clusters Score -6956900 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -6957048.000000 Penalty: 5455.053711
	Iteration 16Q: 3 clusters Score -6957048 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -6957149.000000 Penalty: 5455.053711
	Iteration 17Q: 3 clusters Score -6957149 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -6957243.500000 Penalty: 5455.053711
	Iteration 18Q: 3 clusters Score -6957244 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6957410.500000 Penalty: 5455.053711
	Iteration 19Q: 3 clusters Score -6957410 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -6957554.000000 Penalty: 5455.053711
	Iteration 20F: 3 clusters Score -6957554 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -6957772.500000 Penalty: 5455.053711
	Iteration 21Q: 3 clusters Score -6957772 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -6957955.000000 Penalty: 5455.053711
	Iteration 22Q: 3 clusters Score -6957955 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6958222.000000 Penalty: 5455.053711
	Iteration 23Q: 3 clusters Score -6958222 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -6958496.500000 Penalty: 5455.053711
	Iteration 24Q: 3 clusters Score -6958496 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -6958810.500000 Penalty: 5455.053711
	Iteration 25Q: 3 clusters Score -6958810 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -6959154.000000 Penalty: 5455.053711
	Iteration 26Q: 3 clusters Score -6959154 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6959536.000000 Penalty: 5455.053711
	Iteration 27Q: 3 clusters Score -6959536 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6959936.000000 Penalty: 5455.053711
	Iteration 28Q: 3 clusters Score -6959936 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -6960318.500000 Penalty: 5455.053711
	Iteration 29Q: 3 clusters Score -6960318 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -6960748.500000 Penalty: 5455.053711
	Iteration 30Q: 3 clusters Score -6960748 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -6961291.000000 Penalty: 5455.053711
	Iteration 31Q: 3 clusters Score -6961291 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6961826.000000 Penalty: 5455.053711
	Iteration 32Q: 3 clusters Score -6961826 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -6962393.000000 Penalty: 5455.053711
	Iteration 33Q: 3 clusters Score -6962393 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -6962905.000000 Penalty: 5455.053711
	Iteration 34Q: 3 clusters Score -6962905 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -6963326.000000 Penalty: 5455.053711
	Iteration 35Q: 3 clusters Score -6963326 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -6963717.000000 Penalty: 5455.053711
	Iteration 36Q: 3 clusters Score -6963717 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -6963992.000000 Penalty: 5455.053711
	Iteration 37Q: 3 clusters Score -6963992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -6964173.500000 Penalty: 5455.053711
	Iteration 38Q: 3 clusters Score -6964174 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -6964316.500000 Penalty: 5455.053711
	Iteration 39Q: 3 clusters Score -6964316 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -6964449.500000 Penalty: 5455.053711
	Iteration 40F: 3 clusters Score -6964450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -6964554.000000 Penalty: 5455.053711
	Iteration 41Q: 3 clusters Score -6964554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -6964611.000000 Penalty: 5455.053711
	Iteration 42Q: 3 clusters Score -6964611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -6964669.500000 Penalty: 5455.053711
	Iteration 43Q: 3 clusters Score -6964670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -6964704.000000 Penalty: 5455.053711
	Iteration 44Q: 3 clusters Score -6964704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -6964724.500000 Penalty: 5455.053711
	Iteration 45Q: 3 clusters Score -6964724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -6964738.000000 Penalty: 5455.053711
	Iteration 46Q: 3 clusters Score -6964738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -6964759.500000 Penalty: 5455.053711
	Iteration 47Q: 3 clusters Score -6964760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -6964765.000000 Penalty: 5455.053711
	Iteration 48Q: 3 clusters Score -6964765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -6964787.000000 Penalty: 5455.053711
	Iteration 49Q: 3 clusters Score -6964787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -6964792.000000 Penalty: 5455.053711
	Iteration 50Q: 3 clusters Score -6964792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -6964799.500000 Penalty: 5455.053711
	Iteration 51Q: 3 clusters Score -6964800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -6964793.000000 Penalty: 5455.053711
	Iteration 52Q: 3 clusters Score -6964793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -6964797.500000 Penalty: 5455.053711
	Iteration 53Q: 3 clusters Score -6964798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -6964801.000000 Penalty: 5455.053711
	Iteration 54Q: 3 clusters Score -6964801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -6964803.500000 Penalty: 5455.053711
	Iteration 55Q: 3 clusters Score -6964804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -6964802.000000 Penalty: 5455.053711
	Iteration 56Q: 3 clusters Score -6964802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -6964812.000000 Penalty: 5455.053711
	Iteration 57Q: 3 clusters Score -6964812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -6964817.500000 Penalty: 5455.053711
	Iteration 58Q: 3 clusters Score -6964818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -6964816.500000 Penalty: 5455.053711
	Iteration 59Q: 3 clusters Score -6964816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -6964819.000000 Penalty: 5455.053711
	Iteration 60F: 3 clusters Score -6964819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -6964820.500000 Penalty: 5455.053711
	Iteration 61Q: 3 clusters Score -6964820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -6964827.500000 Penalty: 5455.053711
	Iteration 62Q: 3 clusters Score -6964828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -6964828.000000 Penalty: 5455.053711
	Iteration 63Q: 3 clusters Score -6964828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -6964826.000000 Penalty: 5455.053711
	Iteration 64Q: 3 clusters Score -6964826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -6964825.000000 Penalty: 5455.053711
	Iteration 65Q: 3 clusters Score -6964825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -6964828.500000 Penalty: 5455.053711
	Iteration 66Q: 3 clusters Score -6964828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -6964833.500000 Penalty: 5455.053711
	Iteration 67Q: 3 clusters Score -6964834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -6964831.000000 Penalty: 5455.053711
	Iteration 68Q: 3 clusters Score -6964831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -6964826.500000 Penalty: 5455.053711
	Iteration 69Q: 3 clusters Score -6964826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -6964827.000000 Penalty: 5455.053711
	Iteration 70Q: 3 clusters Score -6964827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -6964827.000000 Penalty: 5455.053711
	Iteration 71F: 3 clusters Score -6964827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Entering Unmasked Estep 
Score: -3705202.250000 Penalty: 2570.172607
	Iteration 0F: 2 clusters Score -3705202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3683616.250000 Penalty: 5140.345215
	Iteration 0F: 3 clusters Score -3683616 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3691113.000000 Penalty: 5140.345215
	Iteration 1F: 3 clusters Score -3691113 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3691486.250000 Penalty: 5140.345215
	Iteration 2Q: 3 clusters Score -3691486 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3691842.250000 Penalty: 5140.345215
	Iteration 3Q: 3 clusters Score -3691842 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3692156.000000 Penalty: 5140.345215
	Iteration 4Q: 3 clusters Score -3692156 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3692480.750000 Penalty: 5140.345215
	Iteration 5Q: 3 clusters Score -3692481 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3692872.250000 Penalty: 5140.345215
	Iteration 6Q: 3 clusters Score -3692872 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3693421.750000 Penalty: 5140.345215
	Iteration 7Q: 3 clusters Score -3693422 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3694302.750000 Penalty: 5140.345215
	Iteration 8F: 3 clusters Score -3694303 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3695567.000000 Penalty: 5140.345215
	Iteration 9F: 3 clusters Score -3695567 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3697242.000000 Penalty: 5140.345215
	Iteration 10F: 3 clusters Score -3697242 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3699158.250000 Penalty: 5140.345215
	Iteration 11F: 3 clusters Score -3699158 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3700840.250000 Penalty: 5140.345215
	Iteration 12F: 3 clusters Score -3700840 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3701898.750000 Penalty: 5140.345215
	Iteration 13Q: 3 clusters Score -3701899 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3702430.250000 Penalty: 5140.345215
	Iteration 14Q: 3 clusters Score -3702430 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -3702708.500000 Penalty: 5140.345215
	Iteration 15Q: 3 clusters Score -3702708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3702873.250000 Penalty: 5140.345215
	Iteration 16Q: 3 clusters Score -3702873 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -3702961.500000 Penalty: 5140.345215
	Iteration 17Q: 3 clusters Score -3702962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3703024.250000 Penalty: 5140.345215
	Iteration 18Q: 3 clusters Score -3703024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3703055.750000 Penalty: 5140.345215
	Iteration 19Q: 3 clusters Score -3703056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3703070.750000 Penalty: 5140.345215
	Iteration 20F: 3 clusters Score -3703071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3703094.250000 Penalty: 5140.345215
	Iteration 21Q: 3 clusters Score -3703094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3703110.000000 Penalty: 5140.345215
	Iteration 22Q: 3 clusters Score -3703110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3703110.000000 Penalty: 5140.345215
	Iteration 23Q: 3 clusters Score -3703110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -3703120.250000 Penalty: 5140.345215
	Iteration 24Q: 3 clusters Score -3703120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3703126.750000 Penalty: 5140.345215
	Iteration 25Q: 3 clusters Score -3703127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3703131.000000 Penalty: 5140.345215
	Iteration 26Q: 3 clusters Score -3703131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3703135.250000 Penalty: 5140.345215
	Iteration 27Q: 3 clusters Score -3703135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3703140.750000 Penalty: 5140.345215
	Iteration 28Q: 3 clusters Score -3703141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3703146.500000 Penalty: 5140.345215
	Iteration 29Q: 3 clusters Score -3703146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -3703143.500000 Penalty: 5140.345215
	Iteration 30Q: 3 clusters Score -3703144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3703149.250000 Penalty: 5140.345215
	Iteration 31Q: 3 clusters Score -3703149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3703148.250000 Penalty: 5140.345215
	Iteration 32Q: 3 clusters Score -3703148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3703147.250000 Penalty: 5140.345215
	Iteration 33Q: 3 clusters Score -3703147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3703150.750000 Penalty: 5140.345215
	Iteration 34Q: 3 clusters Score -3703151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3703151.000000 Penalty: 5140.345215
	Iteration 35Q: 3 clusters Score -3703151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3703151.000000 Penalty: 5140.345215
	Iteration 36F: 3 clusters Score -3703151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -14456.646484 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -14456.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13379.059570 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -13379.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13427.645508 Penalty: 2541.486084
	Iteration 1Q: 3 clusters Score -13427.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13453.442383 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -13453.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13469.197266 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -13469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13485.948242 Penalty: 2541.486084
	Iteration 4Q: 3 clusters Score -13485.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13497.665039 Penalty: 2541.486084
	Iteration 5Q: 3 clusters Score -13497.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13497.665039 Penalty: 2541.486084
	Iteration 6F: 3 clusters Score -13497.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Entering Unmasked Estep 
Score: -4340615.500000 Penalty: 2608.691162
	Iteration 0F: 2 clusters Score -4340616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4315572.000000 Penalty: 5217.382324
	Iteration 0F: 3 clusters Score -4315572 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4324986.500000 Penalty: 5217.382324
	Iteration 1F: 3 clusters Score -4324986 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4325684.000000 Penalty: 5217.382324
	Iteration 2Q: 3 clusters Score -4325684 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4326560.500000 Penalty: 5217.382324
	Iteration 3F: 3 clusters Score -4326560 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4327796.000000 Penalty: 5217.382324
	Iteration 4F: 3 clusters Score -4327796 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4329617.500000 Penalty: 5217.382324
	Iteration 5F: 3 clusters Score -4329618 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4332038.000000 Penalty: 5217.382324
	Iteration 6F: 3 clusters Score -4332038 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4334749.000000 Penalty: 5217.382324
	Iteration 7F: 3 clusters Score -4334749 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4336898.500000 Penalty: 5217.382324
	Iteration 8F: 3 clusters Score -4336898 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4338052.500000 Penalty: 5217.382324
	Iteration 9Q: 3 clusters Score -4338052 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4338615.000000 Penalty: 5217.382324
	Iteration 10Q: 3 clusters Score -4338615 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4338865.000000 Penalty: 5217.382324
	Iteration 11Q: 3 clusters Score -4338865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4338988.000000 Penalty: 5217.382324
	Iteration 12Q: 3 clusters Score -4338988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4339051.500000 Penalty: 5217.382324
	Iteration 13Q: 3 clusters Score -4339052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4339099.000000 Penalty: 5217.382324
	Iteration 14Q: 3 clusters Score -4339099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4339118.500000 Penalty: 5217.382324
	Iteration 15Q: 3 clusters Score -4339118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4339141.000000 Penalty: 5217.382324
	Iteration 16Q: 3 clusters Score -4339141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4339146.500000 Penalty: 5217.382324
	Iteration 17Q: 3 clusters Score -4339146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4339154.000000 Penalty: 5217.382324
	Iteration 18Q: 3 clusters Score -4339154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4339157.000000 Penalty: 5217.382324
	Iteration 19Q: 3 clusters Score -4339157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4339164.000000 Penalty: 5217.382324
	Iteration 20F: 3 clusters Score -4339164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4339163.500000 Penalty: 5217.382324
	Iteration 21Q: 3 clusters Score -4339164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4339167.000000 Penalty: 5217.382324
	Iteration 22Q: 3 clusters Score -4339167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4339167.000000 Penalty: 5217.382324
	Iteration 23F: 3 clusters Score -4339167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -55359.367188 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -55359.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53899.902344 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -53899.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54306.609375 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -54306.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54419.699219 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -54419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54471.402344 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -54471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54497.089844 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -54497.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54508.195312 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -54508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54526.332031 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -54526.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54536.699219 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -54536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54543.699219 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -54543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54545.617188 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -54545.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54550.042969 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -54550.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -54556.425781 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -54556.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54557.250000 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -54557.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54557.250000 Penalty: 3135.992188
	Iteration 13F: 3 clusters Score -54557.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -54539.042969 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -54539.04 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 273 members 
Entering Unmasked Estep 
Score: -52949.589844 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -52949.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53150.031250 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -53150.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53308.449219 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -53308.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53382.007812 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -53382.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53403.988281 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -53403.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53420.355469 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -53420.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53431.328125 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -53431.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53442.300781 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -53442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53449.660156 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -53449.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53454.976562 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -53454.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53460.070312 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -53460.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53468.953125 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -53468.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53472.343750 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -53472.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53475.621094 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -53475.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53476.429688 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -53476.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53476.429688 Penalty: 3114.146729
	Iteration 15F: 3 clusters Score -53476.43 nChanged 0
--- Evaluating fit on full set of 3051333 points ---
Entering Unmasked Estep 
Score: -344848128.000000 Penalty: 96275.664062
25->27 Clusters: Score -344848128.000000, best is -344971232.000000

Main iterations: 0 (time per=infms)
Total iterations: 35548 (time per=447.087581ms)
Iterations metric 2: 2956136546304.000000 (time per=5.376297ns)
Iterations metric 3: 88685378797568.000000 (time per=179.207323ps)

That took 15893.069336 seconds.
